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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2023.1106520</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Clinical trial-identified inflammatory biomarkers in breast and pancreatic cancers</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Peng</surname>
<given-names>Jing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2270633"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Madduri</surname>
<given-names>Supradeep</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Clontz</surname>
<given-names>Angela D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2116840"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Stewart</surname>
<given-names>Delisha A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/514704"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Nutrition, University of North Carolina at Chapel Hill</institution>, <addr-line>Chapel Hill, NC</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Nutrition Research Institute, University of North Carolina at Chapel Hill</institution>, <addr-line>Kannapolis, NC</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Nutrition, Meredith College</institution>, <addr-line>Raleigh, NC</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Peiyuan Yin, Dalian Medical University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Satheesh Sengodan, National Cancer Institute at Frederick (NIH), United States; Crismita Dmello, Northwestern University, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Delisha A. Stewart, <email xlink:href="mailto:delisha_stewart@unc.edu">delisha_stewart@unc.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Cancer Endocrinology, a section of the journal Frontiers in Endocrinology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>04</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1106520</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Peng, Madduri, Clontz and Stewart</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Peng, Madduri, Clontz and Stewart</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Breast cancer and pancreatic cancer are two common cancer types characterized by high prevalence and high mortality rates, respectively. However, breast cancer has been more well-studied than pancreatic cancer. This narrative review curated inflammation-associated biomarkers from clinical studies that were systematically selected for both breast and pancreatic cancers and discusses some of the common and unique elements between the two endocrine-regulated malignant diseases. Finding common ground between the two cancer types and specifically analyzing breast cancer study results, we hoped to explore potential feasible methods and biomarkers that may be useful also in diagnosing and treating pancreatic cancer. A PubMed MEDLINE search was used to identify articles that were published between 2015-2022 of different kinds of clinical trials that measured immune-modulatory biomarkers and biomarker changes of inflammation defined in diagnosis and treatment of breast cancer and pancreatic cancer patients. A total of 105 papers (pancreatic cancer 23, breast cancer 82) were input into Covidence for the title and abstract screening. The final number of articles included in this review was 73 (pancreatic cancer 19, breast cancer 54). The results showed some of the frequently cited inflammatory biomarkers for breast and pancreatic cancers included IL-6, IL-8, CCL2, CD8+ T cells and VEGF. Regarding unique markers, CA15-3 and TNF-alpha were two of several breast cancer-specific, and CA19 and IL-18 were pancreatic cancer-specific. Moreover, we discussed leptin and MMPs as emerging biomarker targets with potential use for managing pancreatic cancer based on breast cancer studies in the future, based on inflammatory mechanisms. Overall, the similarity in how both types of cancers respond to or result in further disruptive inflammatory signaling, and that point to a list of markers that have been shown useful in diagnosis and/or treatment method response or efficacy in managing breast cancer could potentially provide insights into developing the same or more useful diagnostic and treatment measurement inflammatory biomarkers for pancreatic cancer. More research is needed to investigate the relationship and associated inflammatory markers between the similar immune-associated biological mechanisms that contribute to breast and pancreatic cancer etiology, drive disease progression or that impact treatment response and reflect survival outcomes.</p>
</abstract>
<kwd-group>
<kwd>inflammatory molecules</kwd>
<kwd>breast cancer</kwd>
<kwd>pancreatic cancer</kwd>
<kwd>diagnostic biomarkers</kwd>
<kwd>treatment biomarkers</kwd>
<kwd>prognostic biomarkers</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="126"/>
<page-count count="26"/>
<word-count count="14863"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Breast cancer is the world&#x2019;s most prevalent cancer and in the past five years approximately 2.3 million women have been diagnosed resulting in 685,000 deaths globally through 2020 (<xref ref-type="bibr" rid="B1">1</xref>). In the US, the estimated number of new breast cancer cases is 287,850, representing 15% of all new cancer cases (<xref ref-type="bibr" rid="B2">2</xref>). Approximately 90% of breast cancer incidence is considered spontaneous or sporadic, whereas the other 5-10% is associated with specific genetic mutations and give rise to hereditary-linked disease (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). The primary genes associated with hereditary breast cancer are BReast CAncer gene 1 (BRCA1) and BRCA2, which produce proteins involved in DNA damage repair. While mutations in these genes are only detected in 2-3% of all breast cancer cases, they increase the risk for developing the disease by 20 to 75% for carriers, between the ages of 40 years up to 70 years old, respectively (<xref ref-type="bibr" rid="B4">4</xref>). BRCA1 and BRCA2 were the first two genes identified as having been associated with increased risk for breast cancer, when there is a mutation of either one (<xref ref-type="bibr" rid="B5">5</xref>). Thus, beyond genetic predisposition from family history, the high prevalence of disease burden is greatly influenced by other lifestyle-derived risk factors, many of which are modifiable, including nutritional (i.e., alcohol consumption), having obesity, being more sedentary compared to being more active, and others that increase the risk (<xref ref-type="bibr" rid="B2">2</xref>). In contrast, pancreatic cancer is not as prevalent as breast cancer but is still the 12<sup>th</sup> most common cancer worldwide (<xref ref-type="bibr" rid="B6">6</xref>). However, it is known as one of the most lethal forms of cancer because most patients usually do not have any symptoms at the early stage, depending on the subtype (<xref ref-type="bibr" rid="B7">7</xref>). Thus, unfortunately by the time diagnosis occurs, there are limited treatment options and a poorer prognosis. In 2019, an estimated 89,248 people lived with pancreatic cancer in the United States, and the 5-year survival rate was only 11.5% (<xref ref-type="bibr" rid="B8">8</xref>), whereas compared to breast cancer, subtype-dependent survival rates can be up to 91% (<xref ref-type="bibr" rid="B2">2</xref>). Like with breast cancer, hereditary and especially having multi-member family history incidence is a prevalent risk factor in pancreatic cancer (<xref ref-type="bibr" rid="B6">6</xref>). But still, this too only accounts for ~10% of the total disease burden (<xref ref-type="bibr" rid="B9">9</xref>), whereas, smoking is the most strongly linked lifestyle factor known to increase risk in up to 25% of cases, followed by other factors such as having obesity and being tall (<xref ref-type="bibr" rid="B6">6</xref>). Also similar to breast cancer, pancreatic cancer has several primary genes related to driving disease, including Kirsten rat sarcoma virus 2(KRAS2), cyclin-dependent kinase inhibitor 2A (p16/CDKN2A), tumor protein 53 (TP53), and mothers against decapentaplegic homolog 4 (SMAD4/DPC4) (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). In addition, recent research has shown that known mutations in the BRCA genes also contribute to increased risk of pancreatic cancer (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>Although breast cancer and pancreatic cancer are two unique cancer types, they still have some similarities based on endocrine regulation. Namely, and for the focus of this review, hormones play an important role in both cancer types. Estrogen and progesterone are the hormones that primarily influence breast cancer, while Cholecystokinin (CCK, a key hormone that inhibits stomach emptying and stimulates midgut motility in gastric species) is involved in pancreatic cancer development, where researchers have found the CCK-receptor expressed in pancreatic cancer cells (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>), in the same way that the estrogen and progesterone receptors are present on the surface of many cell types, including those of the breast (<xref ref-type="bibr" rid="B16">16</xref>). Moreover, there is increasing interest in exploring the effect of the sex hormones, estrogen and progesterone, on treating pancreatic cancer, where lessons could be learned from research and clinical practice for breast cancer (<xref ref-type="bibr" rid="B15">15</xref>). Although there are several other cancers that fall under endocrine regulation and are driven by the presence or absence of hormones (i.e., cervical/endometrial/uterine cancers, ovarian cancer, and prostate cancer), we focused this comparative review on breast cancer, one of the most widely studied cancers to pancreatic cancer, one with the worst 5-year survival outcomes. In addition, we specialized the content of the comparison on another mechanism, beyond endocrine regulation, greatly influencing the status of both cancer types being inflammation. For breast cancer, the related factors include several chemokines, pro-inflammatory cytokines, adipokines, and hormone receptor growth factors (i.e., insulin-like growth factor) with immuno-modulatory function (<xref ref-type="bibr" rid="B17">17</xref>). Common inflammation-associated biomarkers shown to play a role in breast cancer diagnosis and treatment include human epidermal growth factor receptor 2 (HER2), programmed death ligand-1 (PD-L1), cluster of differentiation 4 (CD4), cluster of differentiation 6 (CD6), Interleukin 1 beta (IL-1&#x3b2;), Interleukin 6 (IL-6), Interleukin 8 (IL-8), Insulin-like growth factor 1 (IGF-1), and vascular endothelial growth factor (VEGF), etc. Regarding disease development and progression of pancreatic cancer, important inflammation-related markers of consequence include nuclear factor kappa light enchain enhancer of activated B cells (NF-&#x3ba;B), tumor necrosis factor alpha (TNF-&#x3b1;), Interleukin 1 alpha (IL-1&#x3b1;), Interleukin 4 (IL-4), IL-6, IL-8, IL-1&#x3b2;, and cyclooxygenase-2 (COX-2), etc. (<xref ref-type="bibr" rid="B18">18</xref>). As can already be seen in the brief lists above, certain inflammatory biomarkers including several interleukins are relevant to both types of cancer. Both chronic systemic inflammatory changes prior to development of cancer and more associated with lifestyle risk factors, as well as those caused by the tumor microenvironment, directed by these molecules can lead to increased risks and track poorer outcomes for women with breast cancer, and enhance the risk for all patients with pancreatic adenocarcinoma (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). Considering the influence of genetic contributions, although the currently accepted primary genes involved with these two diseases are for the most part different, the mounting evidence of BRCA gene mutations in both cancer types is interesting and will be further discussed in the context of inflammation during this review. Yet the critical question we sought to answer is of the many inflammatory markers associated with either and both diseases, which are the most clinically important?</p>
<p>Due to the similarities between breast and pancreatic cancers, we believed there is great potential to translate the vast amounts of knowledge already learned from breast cancer, some of which has been put into practice, to better inform about how to proceed for pancreatic cancer. Using information about how inflammatory mechanisms drive or impact the unique and/or similar features and phenotypes of these two cancers, coupled with identified inflammation-associated biomarkers, tested out at the level of clinical trials and found to have utility in being able to guide diagnostic and treatment modalities, could hasten improved outcomes for pancreatic cancer patients. To date, no such review of the literature for this specific information has been performed. Thus, the primary purpose of this review is to explore the differences and similarities in inflammation-based biomarkers of breast and pancreatic cancer and discuss the relevance of analyzing and learning from breast cancer studies to potentially improve diagnosis and treatment strategies in pancreatic cancer. The review lists all inflammation biomarkers curated from studies based on a set of clear criteria, separates them into cancer type specific tables, then the unique and shared biomarkers for both cancer types. We discuss how many of them are similar or different in action or clinical implication, as well as discuss markers currently only found to have utility in breast cancer and how they could be relevant for future research activities to determine clinical utility in pancreatic cancer. This comparative review is important because in spite of the many markers that have already been associated with pancreatic cancer (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>), there are still many unknowns regarding all the molecules within the inflammatory landscape that could serve as a readout for earlier detection and diagnosis, disease progression and optimal treatment strategies for pancreatic cancer. Using a systematic process, we reviewed clinical trial data from a narrow range of the most recent literature at the time we began, between 2015 through 2022 and listed both breast cancer-specific and pancreatic cancer-specific markers and summarized all relevant markers that were evaluated during that time-range as being considered for use or currently in use for clinical measures of diagnosis, treatment or were linked to and being used to evaluate survival outcomes. Our review with the corresponding tables provides the field with a specific up-to-date guide of how the mechanism of inflammation, as a hallmark of cancer (<xref ref-type="bibr" rid="B23">23</xref>) and its mediators have been utilized to improved health outcomes for both breast and pancreatic cancer patients; but further discusses the potential importance of several inflammation biomarkers only identified in breast-cancer, at this time, to serve as a roadmap toward improving diagnosis and treatment in pancreatic cancer.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Search strategy and selection criteria</title>
<p>A systematic search strategy was developed and conducted through the Health Sciences Library (HSL) at the University of North Carolina at Chapel Hill. A list of relevant key words was curated for both pancreatic cancer and breast cancer using a PubMed mesh term approach (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/mesh/">https://www.ncbi.nlm.nih.gov/mesh/</ext-link>), including the following: &#x201c;Cancer antigen (CA)-19-9 Antigen, pancreatitis-Associated Proteins, Chemokines, Interleukins, Lymphokines, Monokines, Tumor Necrosis Factors, and Pancreatic Neoplasms&#x201d; and &#x201c;CA-125 Antigen, Mucin-1, Mammaglobin A, Chemokines, Interleukins, Lymphokines, Monokines, Tumor Necrosis Factors, and Breast Neoplasms,&#x201d; respectively. Male Breast cancer was also searched separately by adding the key word &#x201c;Breast Neoplasms, Male&#x201d;. The complete list of search terms was built by Search Builder provided through HSL (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). All initial studies retrieved from the three separate searches were uploaded to Covidence systematic review software for title and abstract screening. Duplicate citations were eliminated during this stage of the screening process. Potentially eligible studies were retrieved in full and reviewed independently by the first author. Two additional rounds of full text data abstraction and quality control verification were subsequently performed by the other three authors.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Complete list of search terms for Reviewed Cancer Types from PubMed mesh term search.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Cancer Type</th>
<th valign="middle" align="center">Searching Term</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>Pancreatic Cancer</bold>
</td>
<td valign="middle" align="left">(Pancreatic Neoplasms[mesh] OR Pancreatic Neoplasms[tiab] OR Neoplasm, Pancreatic[tiab] OR Pancreatic Neoplasm[tiab] OR Neoplasm, Pancreas[tiab] OR Pancreas Neoplasm[tiab] OR Cancer of Pancreas[tiab] OR Pancreas Cancers[tiab] OR Pancreas Cancer[tiab] OR Cancer, Pancreas[tiab] OR Cancers, Pancreas[tiab] OR Pancreatic Cancer[tiab] OR Cancer, Pancreatic[tiab] OR Pancreatic Cancers[tiab] OR Cancer of the Pancreas[tiab]) AND (CA-19-9 Antigen[mesh] OR CA-19-9 Antigen[tiab] OR Antigen, CA-19-9[tiab] OR CA 19 9 Antigen[tiab] OR Sialyl Le(a)[tiab] OR CA 19-9 Antigen[tiab] OR alpha-Neu5Ac-(2-3)-beta-D-Gal-(1-3)-(alpha-L-Fuc-(1-4))-beta-D-GlcNAc[tiab] OR NAG-1,3-F-1,4-GN[tiab] OR Neu5Ac-2-3-Gal-1-3-(Fuc-1-4)-GlcNAc[tiab] OR Sialyl Lewis A[tiab] OR A, Sialyl Lewis[tiab] OR Sialyl Lewis(a) Tetrasaccharide[tiab] OR Sialyl Lewis A Antigen[tiab] OR Gastrointestinal Cancer Antigen[tiab] OR Cancer Antigen, Gastrointestinal[tiab] OR Pancreatitis-Associated Proteins[mesh] OR Pancreatitis-Associated Proteins[tiab] OR Regenerating Islet-Derived Protein[tiab] OR Islet-Derived Protein, Regenerating[tiab] OR Protein, Regenerating Islet-Derived[tiab] OR Regenerating Islet-Derived Proteins[tiab] OR Pancreatitis-Associated Protein-1[tiab] OR Pancreatitis Associated Protein[tiab] OR Regenerating Islet-Derived Protein 3[tiab] OR Chemokines[mesh] OR Chemokines[tiab] OR Chemotactic Cytokine[tiab] OR Cytokine, Chemotactic[tiab] OR Intercrines[tiab] OR Chemotactic Cytokines[tiab] OR Cytokines, Chemotactic[tiab] OR Intercrine[tiab] OR Chemokine[tiab] OR Interleukins[mesh] OR Interleukins[tiab] OR Lymphokines[mesh] OR Lymphokines[tiab] OR Lymphocyte Mediators[tiab] OR Mediators, Lymphocyte[tiab] OR Monokines[mesh] OR Monokines[tiab] OR Tumor Necrosis Factors[mesh] OR Tumor Necrosis Factors[tiab] OR Necrosis facctors, Tumor[tiab] OR TNF Receptor Ligands[tiab] OR Receptor Ligands, TNF[tiab] OR Tumor Necrosis Factor Superfamily Ligands[tiab])</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Male Breast Cancer</bold>
</td>
<td valign="middle" align="left">(Breast Neoplasms, Male[mesh] OR Breast Neoplasms, Male[tiab] OR Male Breast Neoplasm[tiab] OR Neoplasm, Male Breast[tiab] OR Tumors, Breast, Male[tiab] OR Neoplasms, Breast, Male[tiab] OR Neoplasms, Male Breast[tiab] OR Breast Tumor, Male[tiab] OR Breast Tumors, Male[tiab] OR Male Breast Tumor[tiab] OR Male Breast Cancer[tiab] OR Carcinoma, Male Breast[tiab] OR Male Breast Carcinoma[tiab]) AND (Biomarker, Tumor [mesh] OR Biomarker, Tumor [tiab])</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Female Breast Cancer</bold>
</td>
<td valign="middle" align="left">(Breast Neoplasms[mesh] OR Breast Neoplasms[tiab] OR Breast Neoplasm[tiab] OR Neoplasm, Breast[tiab] OR Breast Tumors[tiab] OR Breast tumor[tiab] OR Tumor, Breast[tiab] OR Mammary Cancer[tiab] OR Cancers, Mammary[tiab] OR Malignany Neoplasm of Breast[tiab] OR Breast Malignant Neoplasm[tiab] OR Malignant Tumor of Breast[tiab] OR Breast Malignant Tumor[tiab] OR Breast Malignant Tumors[tiab] OR Cancer of Breast[tiab] OR Mammary Carcinoma, Human[tiab] OR Carcinoma, Human Mammary[tiab] OR Human Mammary Carcinomas[tiab] OR Neoplasm, Human Mammary[tiab] OR Human Mammary Neoplasm[tiab] OR Breast Carcinoma[tiab] OR Mammary Neoplasm, Human[tiab] OR Breast Carcinoas[tiab])AND (CA-125 Antigen[mesh] OR CA-125 Antigen[tiab] OR Antigen CA-125[tiab] OR Mucin-16[tiab] OR Mucin 16[tiab] OR CA 125 Antigen[tiab] OR Mucin-1[mesh] OR Mucin-1[tiab] OR CA 15.3 Antigen[tiab] OR Antigen CA-15-3[tiab] OR Antigen CA 15 3[tiab] OR CA-15-3 Antigen[tiab] OR Episialin[tiab] OR CD227 Antigen[tiab] OR Polymorphic Epithelial Mucin[tiab] OR Epithelial Membrane Antigen[tiab] OR Muc1 Mucin[tiab] OR Mucin, Muc 1[tiab] OR Antigen, CD 227[tiab] OR CD227 Antigens[tiab] OR CA 15 3 Antigen[tiab] OR Epithelial Mucin, Polymorphic[tiab] OR Mammaglobin A[mesh] OR Mammaglobin A[tiab] OR Secretoglobin Family 2A Member 2[tiab] OR Mammaglobin 1[tiab] OR Mammaglobin-A[tiab] OR Chemokines[mesh] OR Chemokines[tiab] OR Chemotactic Cytokine[tiab] OR Cytokine, Chemotactic[tiab] OR Intercrines[tiab] OR Chemotactic Cytokines[tiab] OR Cytokines, Chemotactic[tiab] OR Intercrine[tiab] OR Chemokine[tiab] OR Interleukins[mesh] OR Interleukins[tiab] OR Lymphokines[mesh] OR Lymphokines[tiab] OR Lymphocyte Mediators[tiab] OR Mediators, Lymphocyte[tiab] OR Monokines[mesh] OR Monokines[tiab] OR Tumor Necrosis Factors[mesh] OR Tumor Necrosis Factors[tiab] OR Necrosis facctors, Tumor[tiab] OR TNF Receptor Ligands[tiab] OR Receptor Ligands, TNF[tiab] OR Tumor Necrosis Factor Superfamily Ligands[tiab]) NOT (Breast Neoplasms, Male[mesh] OR Breast Neoplasms, Male[tiab] OR Male Breast Neoplasm[tiab] OR Neoplasm, Male Breast[tiab] OR Tumors, Breast, Male[tiab] OR Neoplasms, Breast, Male[tiab] OR Neoplasms, Male Breast[tiab] OR Breast Tumor, Male[tiab] OR Breast Tumors, Male[tiab] OR Male Breast Tumor[tiab] OR Male Breast Cancer[tiab] OR Carcinoma, Male Breast[tiab] OR Male Breast Carcinoma[tiab])</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>[tiab]- restrict the query to search in the title or abstract of the articles; [mesh]- Medical Subject Headings.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Inclusion criteria for scholarly articles included in this review were <sup>1</sup>being published between 2015-2022, <sup>2</sup>randomized controlled trial or clinical trial focusing on identifying cancer-related biomarkers or <sup>3</sup>biomarkers changed in diagnosis and treatment of <sup>3a</sup>pancreatic cancer, <sup>3b</sup>male breast cancer or <sup>3c</sup>female breast cancer, and finally <sup>4</sup>human study. Initial exclusion criteria included <sup>1</sup>being published before 2015, <sup>2</sup>study designs other than randomized controlled trials or clinicals trials, <sup>3</sup>animal study, and <sup>4</sup>lack of information for cancer-related inflammation/immune biomarkers. Additionally, the language was limited to English only publications.</p>
<p>Data collection/abstraction was done by all research authors at different levels. Primary author spear-headed the extracted research information and experimental data from all included references and organized them in Excel. The total number of articles was then divided into three groups and the other authors took responsibility for checking the accuracy and completeness of each assigned reference and the information presented in the tables and text of the review.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Summary of the literature search</title>
<p>The flow diagram summarizing the systematic process of literature search and selection is shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>. The National Library of Medicine database PubMed (<ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/">https://pubmed.ncbi.nlm.nih.gov/</ext-link>) showed 2084 results for pancreatic cancer, 7786 for female breast cancer, and 488 for male breast cancer. In addition, 6 articles were added manually from prior knowledge of the corresponding author based on research expertise. In total, 9876 references were retrieved from the search process. After filtration by publication year and study design, a total of 105 papers (pancreatic cancer 23, breast cancer 82) were input into Covidence for title and abstract screening. After removing duplicates and reviewing each title and abstracts individually, a total of 76 articles remained for full-text review. The final number of articles included in this review is 73 (pancreatic cancer 19, breast cancer 54) due to exclusion of 3 breast cancer papers after the full-text review and data screening processes. Only the inflammation-associated biomarkers determined to show a significant contribution to the study aims or moved forward as a result of the study into clinical practice or moved forward to a subsequent level of test evaluation for clinical utility across all the included studies, are shown in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. A more comprehensive summary of the parameters defining all studies reviewed can be found in corresponding <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>. The following results sections will only discuss in detail a selection of the most prevalent markers identified in both breast and pancreatic cancers listed in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flow chart of systematic literature search process. N is abbreviation for number. A list of relevant key words was curated for both pancreatic cancer and breast cancer using a PubMed mesh term approach. All initial studies retrieved from the three searches (female breast cancer, male breast cancer, and pancreatic cancer) were uploaded to Covidence for title and abstract screening. Two additional rounds of full text data abstraction and quality control were performed. <bold>(A)</bold> Includes reference selection process for female and male breast cancer. <bold>(B)</bold> Includes reference selection process for pancreatic cancer.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-14-1106520-g001.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Summary of all studies included in review with details for detected biomarkers.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Name of Study</th>
<th valign="middle" align="center">Study Type</th>
<th valign="middle" align="center">Biomarkers</th>
<th valign="middle" align="center">Ref</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Prognostic and predictive value of immunological parameters for chemoradioimmunotherapy in patients with pancreatic adenocarcinoma</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">Diagnostic: CD4, NK, Neutrophils, Eff CD8, IL-10, MUC CRIt (Chemoradioimmunotherapy) only: CD21+ monocytes, CCR7+, CD21+ lymphocytes, Na&#xef;ve CD8, eff-mem CD8, CD152+CD4, IL-2, neutrophils, MUC, CD3, CA19 (GrB), CRt (Chemotherapy) only: cytotoxicity, MUC, CA19 (GrB), Eff CD8</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B24">24</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">BL-8040, a CXCR4 antagonist, in combination with pembrolizumab and chemotherapy for pancreatic cancer: the COMBAT trial</td>
<td valign="top" align="left">phase IIa, open-label, two -cohort study</td>
<td valign="top" align="left">CD4+ CD69+ T cells, CXCR4-expressing CD4+ and CD8+ T cells; Treg cells (CD4+ CD25+ FoxP3+)</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B25">25</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">The tumor-targeting immunocytokine F16-IL2 in combination with doxorubicin: dose escalation in patients with advanced solid tumors and expansion into patients with metastatic breast cancer</td>
<td valign="top" align="left">open-label, non-randomized, phase Ib/II study</td>
<td valign="top" align="left">Immunogenic response not showed</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Improved Natural Killer cell activity and retained anti-tumor CD8(+) T cell responses contribute to the induction of a pathological complete response in HER2-positive breast cancer patients undergoing neoadjuvant chemotherapy</td>
<td valign="top" align="left">phase II mono-institutional trial</td>
<td valign="top" align="left">NK cells, regulatory T cells; T helper 17 cells; CD8+ T cell, CD4+ T cell</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">High-circulating Tie2 Is Associated With Pathologic Complete Response to Chemotherapy and Antiangiogenic Therapy in Breast Cancer</td>
<td valign="top" align="left">prospective phase II study</td>
<td valign="top" align="left">Tie-2, bFGF</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Mindfulness and its efficacy for psychological and biological responses in women with breast cancer</td>
<td valign="top" align="left">randomized controlled trial</td>
<td valign="top" align="left">NK cells (CD3-16+56+); CD3+ &amp; CD3+8+ T-lymphocytes; CD19+ B-lymphocytes, CD19B%</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Binding of circulating anti-MUC1 antibody and serum MUC1 antigen in stage IV breast cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">IgG, CA 15-3</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Receptor activator of nuclear factor kappa B (RANK) expression in primary breast cancer correlates with recurrence-free survival and development of bone metastases in I-SPY1 (CALGB 150007/150012; ACRIN 6657)</td>
<td valign="top" align="left">multicenter study</td>
<td valign="top" align="left">Receptor Activator of Nuclear Factor Kappa B (RANK)</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B31">31</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Dynamic changes of Receptor activator of nuclear factor-&#x3ba;B expression in Circulating Tumor Cells during Denosumab predict treatment effectiveness in Metastatic Breast Cancer</td>
<td valign="top" align="left">pilot study</td>
<td valign="top" align="left">RANK in CTCs</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B32">32</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of Molecular Iodine/Chemotherapy in the Immune Component of Breast Cancer Tumoral Microenvironment</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">TH1, TH17, M0 macrophages, B lymphocytes</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Efficacy and Determinants of Response to HER Kinase Inhibition in HER2-Mutant Metastatic Breast Cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">HER2, HER3</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B34">34</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Intratumoral Hydrogen Peroxide With Radiation Therapy in Locally Advanced Breast Cancer: Results From a Phase 1 Clinical Trial</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">IL-1b, IL-4, MTP-1a</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B35">35</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase I pilot study of Wilms tumor gene 1 peptide-pulsed dendritic cell vaccination combined with gemcitabine in pancreatic cancer</td>
<td valign="top" align="left">phase I pilot study</td>
<td valign="top" align="left">tetramer-positive WT 1-specific T cell; NLR, CRP, IL-8</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B36">36</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Prognostic significance of plasma interleukin-6/-8 in pancreatic cancer patients receiving chemoimmunotherapy</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">IL-6, IL-8</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase II trial of salvage therapy with trabectedin in metastatic pancreatic adenocarcinoma</td>
<td valign="top" align="left">single-center, prospective, single-arm phase II study</td>
<td valign="top" align="left">CCL27, CXCL9, CXCL 10, IL-6, and TRAIL; PTX3 and MIF; IL-6, IL-8, CXCL1, IL-Ra, CXCL12, IFNa2, PTX3, HGF, and SCGF</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B38">38</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Systemic immune activity predicts overall survival in treatment naive patients with metastatic pancreatic cancer</td>
<td valign="top" align="left">phase II clinical trial</td>
<td valign="top" align="left">higher IL-6, IL-10, CTLA-4 on CD8+ T cell; higher MCP-1,CD45RO+, TIM3 on CD4+ cell</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B39">39</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Immunobiological effects of gemcitabine and capecitabine combination chemotherapy in advanced pancreatic ductal adenocarcinoma</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">CRP, IL-6, GM-CSF</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B40">40</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Randomized Phase 2 Trial of the Oncolytic Virus Pelareorep (Reolysin) in Upfront Treatment of Metastatic Pancreatic Adenocarcinoma</td>
<td valign="top" align="left">randomized phase 2 trial</td>
<td valign="top" align="left">IL-6, IL-8, VEGF, regulatory T cell, CTLA4 on both CD+ and CD8+</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B41">41</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase 1b study targeting tumour associated macrophages with CCR2 inhibition plus FOLFIRINOX in locally advanced and borderline resectable pancreatic cancer</td>
<td valign="top" align="left">single-center, open label, phase Ib clinical trial</td>
<td valign="top" align="left">inflammatory monocyte (CCR2+); IL-12, TNFa, CD8+ TIL, Helper CD4+; IL-4, IL-10, IL-13, TGF-b, FoxP3 regulatory T-cell</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B42">42</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Pharmacogenomic analyses of sunitinib in patients with pancreatic neuroendocrine tumors</td>
<td valign="top" align="left">phase IV trial</td>
<td valign="top" align="left">IL1b</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B8">8</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase I clinical trial repurposing all-trans retinoic acid as a stromal targeting agent for pancreatic cancer</td>
<td valign="top" align="left">phase 1b randomized control trial</td>
<td valign="top" align="left">FABP5, CRABP2, PTX3</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B43">43</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Plasma IL8 Is a Biomarker for TAK1 Activation and Predicts Resistance to Nanoliposomal Irinotecan in Patients with Gemcitabine-Refractory Pancreatic Cancer</td>
<td valign="top" align="left">prospective trial study with Expanded Access Program from initial randomized phase III trial</td>
<td valign="top" align="left">IL8</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B44">44</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase 1b study of a small molecule antagonist of human chemokine (C-C motif) receptor 2 (PF-04136309) in combination with nab-paclitaxel/gemcitabine in first-line treatment of metastatic pancreatic ductal adenocarcinoma</td>
<td valign="top" align="left">phase 1b study</td>
<td valign="top" align="left">CCL2, CD14 + CCR2+ inflammatory monocytes (IM)</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B45">45</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">A phase 1b trial of concurrent immunotherapy and irreversible electroporation in the treatment of locally advanced pancreatic adenocarcinoma</td>
<td valign="top" align="left">phase 1b clinical trial</td>
<td valign="top" align="left">T-effector memory cell and PD-L1</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B46">46</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Randomized Phase III Study of FOLFOX Alone or With Pegilodecakin as Second-Line Therapy in Patients With Metastatic Pancreatic Cancer That Progressed After Gemcitabine (SEQUOIA)</td>
<td valign="top" align="left">Randomized phase III study</td>
<td valign="top" align="left">IL-18, interferon-y, granzyme B; TGF-beta</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B47">47</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Immunologic and tumor responses of pegilodecakin with 5-FU/LV and oxaliplatin (FOLFOX) in pancreatic ductal adenocarcinoma (PDAC)</td>
<td valign="top" align="left">multi-institutional, open-label, multiple-cohort, dose -escalation, phase 1b study.</td>
<td valign="top" align="left">CA19-9</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B48">48</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Circulating biomarkers and outcomes from a randomized phase 2 trial of gemcitabine versus capecitabine-based chemoradiotherapy for pancreatic cancer</td>
<td valign="top" align="left">randomized phase 2 trial</td>
<td valign="top" align="left">CCL 5</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of Fresh Yellow Onion Consumption on CEA, CA125 and Hepatic Enzymes in Breast Cancer Patients: A Double-Blind Randomized Controlled Clinical Trial</td>
<td valign="top" align="left">double-blind randomized controlled clinical trial</td>
<td valign="top" align="left">ALT, AST; CA125, carcinoembryonic antigen (CEA); ALP</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B50">50</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Targeted T-cell Therapy in Stage IV Breast Cancer: A Phase I Clinical Trial</td>
<td valign="top" align="left">Phase I clinical trial</td>
<td valign="top" align="left">Th1, IL-12</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Inflammation and psychosocial factors mediate exercise effects on sleep quality in breast cancer survivors: pilot randomized controlled trial</td>
<td valign="top" align="left">Pilot randomized controlled trial</td>
<td valign="top" align="left">Il-6, IL-8, IL-10, TNF-alpha</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B52">52</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">ELYPSE-7: a randomized placebo-controlled phase IIa trial with CYT107 exploring the restoration of CD4+ lymphocyte count in lymphopenic metastatic breast cancer patients</td>
<td valign="top" align="left">randomized placebo-controlled phase I trial</td>
<td valign="top" align="left">CD4+, CD8+</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B53">53</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">A Comparison of Fentanyl and Flurbiprofen Axetil on Serum VEGF-C, TNF-&#x3b1;, and IL-1&#xdf; Concentrations in Women Undergoing Surgery for Breast Cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">VEGF-C, TNF-alpha, IL-1beta</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B54">54</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effect of Propofol and Desflurane on Immune Cell Populations in Breast Cancer Patients: A Randomized Trial</td>
<td valign="top" align="left">randomized trial</td>
<td valign="top" align="left">IL-2/IL-4, CD4+/CD8+; NK cell, leukocytes</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B55">55</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Postsurgical Depressive Symptoms and Proinflammatory Cytokine Elevations in Women Undergoing Primary Treatment for Breast Cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">IL-1beta, TNF-alpha</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B56">56</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Association of CA27.29 and Circulating Tumor Cells Before and at Different Times After Adjuvant Chemotherapy in Patients with Early-stage Breast Cancer - The SUCCESS Trial</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">CA27.29 (mucin-1)</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B57">57</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Resistance Exercise and Inflammation in Breast Cancer Patients Undergoing Adjuvant Radiation Therapy: Mediation Analysis From a Randomized, Controlled Intervention Trial</td>
<td valign="top" align="left">randomized controlled intervention trial</td>
<td valign="top" align="left">IL-6, Il-6/IL-1a</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B58">58</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Angiogenic cytokines and their influence on circulating tumour cells in sera of patients with the primary diagnosis of breast cancer before treatment</td>
<td valign="top" align="left">prospective, randomized adjuvant study</td>
<td valign="top" align="left">sFlt1, PIGF, VEGF, VEGF-C, VEGF-D</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B59">59</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Relationship of inflammatory profile of elderly patients serum and senescence-associated secretory phenotype with human breast cancer cells proliferation: Role of IL6/IL8 ratio</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">IL-6, IL-8, IL-10</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B60">60</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Testing breast cancer serum biomarkers for early detection and prognosis in pre-diagnosis samples</td>
<td valign="top" align="left">case-control study</td>
<td valign="top" align="left">CA15-3; PAI-1, HSP90A</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B61">61</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Tumor cryoablation in combination with natural killer cells therapy and Herceptin in patients with HER2-overexpressing recurrent breast cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">circulating tumor cells (CTCs), carcino-embryonic antigen (CEA), CA15-3</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B62">62</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">An anti-inflammatory dietary intervention to reduce breast cancer recurrence risk: Study design and baseline data</td>
<td valign="top" align="left">one-year, culinary-based, pilot intervention</td>
<td valign="top" align="left">CRP, IL-6, IL-8, TNF-alpha; IL-10</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B63">63</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Association between changes in fat distribution and biomarkers for breast cancer</td>
<td valign="top" align="left">three-armed RCT</td>
<td valign="top" align="left">High sensitivity CRP (hsCRP), leptin</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B64">64</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Criteria derived from serum markers can precisely evaluate axillary status in breast cancer patients</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">Matrix metalloproteinase-1, hepatocyte growth factor, chemokine ligand 5</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B65">65</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">The effect analysis of CYP2D6 gene polymorphism in the toremifene and tamoxifen treatment in patient with breast cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">CA 125, CA 153, VEGF, IGF-1</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B66">66</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Increased interleukin-35 expression in tumor-infiltrating lymphocytes correlates with poor prognosis in patients with breast cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">IL-35</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B67">67</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Adipose tissue inflammation in breast cancer survivors: effects of a 16-week combined aerobic and resistance exercise training intervention</td>
<td valign="top" align="left">pilot randomized study</td>
<td valign="top" align="left">ATM M1, IL-6, TNF-alpha; ATM M2, adiponectin</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B68">68</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Benefits in radical mastectomy protocol: a randomized trial evaluating the use of regional anesthesia</td>
<td valign="top" align="left">single-center, prospective, randomized clinical trial</td>
<td valign="top" align="left">IL-6, IL-10, IL-1 beta</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B69">69</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Vitamin D Levels, Vitamin D Receptor Polymorphisms, and Inflammatory Cytokines in Aromatase Inhibitor-Induced Arthralgias: An Analysis of CCTG MA.27</td>
<td valign="top" align="left">phase III adjuvant trial</td>
<td valign="top" align="left">examined 9 baseline inflammatory cytokines: IL-1&#x3b2;, IL-6, TNF-&#x3b1;, IFN-&#x3b3;, IL-10, IL-12p70, IL-17, IL-23, and CCL-20</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B70">70</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Prognostic impact of CD4-positive T cell subsets in early breast cancer: a study based on the FinHer trial patient population</td>
<td valign="top" align="left">randomized controlled trial</td>
<td valign="top" align="left">CXCL13; FOXP3, CD4</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B71">71</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">IL1 Receptor Antagonist Controls Transcriptional Signature of Inflammation in Patients with Metastatic Breast Cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">IL-1beta</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B72">72</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Reducing postsurgical exudate in breast cancer patients by using San Huang decoction to ameliorate inflammatory status: a prospective clinical trial</td>
<td valign="top" align="left">prospective clinical trial</td>
<td valign="top" align="left">TNF-alpha, IL-6, IL-8, IL-2R</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B73">73</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Atezolizumab Plus nab-Paclitaxel in the Treatment of Metastatic Triple-Negative Breast Cancer With 2-Year Survival Follow-up: A Phase 1b Clinical Trial</td>
<td valign="top" align="left">Phase 1b clinical trial</td>
<td valign="top" align="left">programmed heath-ligand 1, tumor-infiltrating lymphocytes, CD8; CD8+ T cell, CXCL10</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B74">74</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">The Anti-tumoral Effect of &#x3b2;-D-Mannuronic Acid (M2000) as a Novel NSAID on Treg Cells Frequency and MMP-2, MMP-9, CCL22 and TGF&#x3b2;1 Gene Expression in Pre-surgical Breast Cancer Patients</td>
<td valign="top" align="left">phase II, randomized, controlled trial</td>
<td valign="top" align="left">MMP-2, MMP-9, CCL22, TGF-beta 1</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B75">75</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Sapylin (OK-432) alters inflammation and angiogenesis <italic>in vivo</italic> and <italic>vitro</italic>
</td>
<td valign="top" align="left">prospective, consecutive cohort study</td>
<td valign="top" align="left">IL-1a, IL-6, TGF-beta 1, VEGF/HUVEC, HFL1 cells</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B76">76</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">A Large Randomized Trial: Effects of Mindfulness-Based Stress Reduction (MBSR) for Breast Cancer (BC) Survivors on Salivary Cortisol and IL-6</td>
<td valign="top" align="left">randomized trial</td>
<td valign="top" align="left">IL-6, salivary cortisol</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B77">77</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">The Influence of Single Nucleotide Polymorphisms and Adjuvant Radiotherapy on Systemic Inflammatory Proteins, Chemokines and Cytokines of Patients With Breast Cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">CRP, CCL4, IL-2, CRP, CCL5</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B78">78</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Transcriptomic profiles conducive to immune-mediated tumor rejection in human breast cancer skin metastases treated with Imiquimod</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">Th-1</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B79">79</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">T follicular regulatory cells suppress Tfh-mediated B cell help and synergistically increase IL-10-producing B cells in breast carcinoma</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">Tfr-like, Treg-like, IL-10</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B80">80</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Low Plasma IL-8 Levels During Chemotherapy Are Predictive of Excellent Long-Term Survival in Metastatic Breast Cancer</td>
<td valign="top" align="left">prospective phase 2 trial</td>
<td valign="top" align="left">IL-8</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B81">81</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Cyclin E1 Expression and Palbociclib Efficacy in Previously Treated Hormone Receptor-Positive Metastatic Breast Cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">CDK4, CDK6, cyclin D1, RB1</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B82">82</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Dose-dependent effect of aerobic exercise on inflammatory biomarkers in a randomized controlled trial of women at high risk of breast cancer</td>
<td valign="top" align="left">randomized controlled trial</td>
<td valign="top" align="left">CCL-2, IL-12, TNF-alpha; IL-10</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B83">83</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase I dose-escalation trial to repurpose propagermanium, an oral CCL2 inhibitor, in patients with breast cancer</td>
<td valign="top" align="left">multi-institutional, open-label, phase I study</td>
<td valign="top" align="left">CCL2, IL-6</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B84">84</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Autologous dendritic cells and activated cytotoxic T-cells as combination therapy for breast cancer</td>
<td valign="top" align="left">phase I/II prospective study</td>
<td valign="top" align="left">CD19+ B cells, CD16+/CD56+</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B85">85</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Efficacy and safety of the therapeutic cancer vaccine tecemotide (L-BLP25) in early breast cancer: Results from a prospective, randomized, neoadjuvant phase II study (ABCSG 34)</td>
<td valign="top" align="left">prospective, randomized, multicenter, phase II trial</td>
<td valign="top" align="left">MUC-1, RCB 0/I</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B86">86</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Immunogenomic profiling and pathological response results from a clinical trial of docetaxel and carboplatin in triple-negative breast cancer</td>
<td valign="top" align="left">clinical trial</td>
<td valign="top" align="left">IDO-1, PD-L1, interferon gamma signaling, CTLA4, cytotoxicity, tumor inflammation signature, inflammatory chemokines, cytotoxic cells, lymphoid, PD-L2, exhausted CD8, Tregs, and immunoproteasome</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B87">87</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of an Exercise and Nutritional Intervention on Circulating Biomarkers and Metabolomic Profiling During Adjuvant Treatment for Localized Breast Cancer: Results From the PASAPAS Feasibility Randomized Controlled Trial</td>
<td valign="top" align="left">randomized controlled trial</td>
<td valign="top" align="left">insulin, insulin-like growth factor I, estradiol, adiponectin, leptin, IL-6, TNF alpha</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B88">88</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Inflammation Mediates Exercise Effects on Fatigue in Patients with Breast Cancer</td>
<td valign="top" align="left">randomized controlled trial</td>
<td valign="top" align="left">IL-6, CD8a</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B89">89</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of Ketogenic metabolic therapy on patients with breast cancer: A randomized controlled clinical trial</td>
<td valign="top" align="left">randomized controlled trial</td>
<td valign="top" align="left">TNF-alpha, serum insulin</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B90">90</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Biomarkers of response to Camrelizumab combined with apatinib: an analysis from a phase II trial in advanced triple-negative breast cancer patients</td>
<td valign="top" align="left">open-label, randomized, parallel, non-comparative, two-arms, phase II trial</td>
<td valign="top" align="left">TILs, CD8+, TIM-3, CD152, CD4+; HGF/IL-8</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B91">91</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase II clinical trial using anti-CD3 &#xd7; anti-HER2 bispecific antibody armed activated T cells (HER2 BATs) consolidation therapy for HER2 negative (0-2+) metastatic breast cancer</td>
<td valign="top" align="left">phase II clinical trials</td>
<td valign="top" align="left">interferon-&#x3b3; immunospots, Th1<break/>cytokines, Th2 cytokines, and chemokines</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B92">92</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of synbiotic supplementation on serum adiponectin and inflammation status of overweight and obese breast cancer survivors: a randomized, triple-blind, placebo-controlled trial</td>
<td valign="top" align="left">randomized, triple-blind, placebo-controlled trial</td>
<td valign="top" align="left">Adiponectin; TNF-alpha, hs-CRP</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B93">93</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Resistance Exercise Modulates Kynurenine Pathway in Pancreatic Cancer Patients</td>
<td valign="top" align="left">randomized clinical trial</td>
<td valign="top" align="left">Serum kynurenine, kynurenine/tryptophan ratio, IL-6; tryptophan</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B94">94</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">The Impact of Preoperative Enteral Nutrition Enriched with Eicosapentaenoic Acid on Postoperative Hypercytokinemia after Pancreatoduodenectomy: The Results of a Double-Blinded Randomized Controlled Trial</td>
<td valign="top" align="left">double-blind randomized controlled trial</td>
<td valign="top" align="left">Il-6, IL-1beta, TNF-alpha, CD4/8</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B95">95</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, (not applicable).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Biomarkers for breast cancer diagnosis and treatment</title>
<p>The most frequently measured biomarkers in breast cancer came from the interleukin family, with IL-6 being the most prevalent (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Other interleukin cytokines such as IL-1&#x3b1;, IL-1&#x3b2;, IL-2, IL-8, IL-10, and IL-12 were mentioned more than two times among 54 studies. TNF-&#x3b1; was also one of the most commonly reported biomarkers in breast cancer trials, and nine different studies discussed its use as an indication with clinical relevance. Moreover, many studies also focused on the use of cluster of differentiation (CD) molecules as an indication for breast cancer diagnosis and treatment. Cluster of differentiation (CD), also referred to as classification determinant or cluster of designation, refers to the methods used to identify and study the class of membrane surface proteins that serve as targets during the process for cellular immunophenotyping (<xref ref-type="bibr" rid="B96">96</xref>). They are involved in a multiplicity of cell signaling activities driving and responding to immune system perturbations, typically playing the role as either receptor or ligand (<xref ref-type="bibr" rid="B97">97</xref>), and they are often implicated in dysfunctional inflammatory mechanisms that result in disease outcomes. The most common CD molecules mentioned in the publications included in this review of breast and pancreatic cancers were CD4 and CD8, in the context of treatment (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B91">91</xref>); while others such as CD19 and CD16 were also assessed in several studies, both for treatment as well (<xref ref-type="bibr" rid="B85">85</xref>). In addition, CA15-3, Type 1 T helper cells (Th1), C-reactive protein (CRP), and VEGF were also used in more than three studies for breast cancer for the purpose of diagnosis and treatment (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B78">78</xref>, <xref ref-type="bibr" rid="B79">79</xref>). Other biomarkers like insulin, C-C motif chemokine ligand 2 (CCL2), transforming growth factor &#x3b2; 1(TGF-&#x3b2;1), and Treg-like molecule (Treg: Regulatory T cells) were also discussed in some of our reviewed publications, regarding their relevance primarily to breast cancer treatment (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B76">76</xref>, <xref ref-type="bibr" rid="B80">80</xref>, <xref ref-type="bibr" rid="B83">83</xref>, <xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Biomarker changes specific to breast cancer.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Name of Study</th>
<th valign="middle" align="center">Biomarker Changes</th>
<th valign="top" align="center">Clinical Practice</th>
<th valign="top" align="center">Obesity Influence</th>
<th valign="middle" align="center">Ref</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">The tumor-targeting immunocytokine F16-IL2 in combination with doxorubicin: dose escalation in patients with advanced solid tumors and expansion into patients with metastatic breast cancer</td>
<td valign="top" align="left">F16-IL2 fusion protein plus doxorubicin regimen was evaluated for safety, tolerability and activity, found no anti-fusion protein antibodies, and improvement in disease control rates of 57% and 67% at 8 weeks down to 43% and 33% after 12 weeks for Phase I and II study patients, respectively</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Improved Natural Killer cell activity and retained anti-tumor CD8(+) T cell responses contribute to the induction of a pathological complete response in HER2-positive breast cancer patients undergoing neoadjuvant chemotherapy</td>
<td valign="top" align="left">significant increase in HER2-positive patients</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">High-circulating Tie2 Is Associated With Pathologic Complete Response to Chemotherapy and Antiangiogenic Therapy in Breast Cancer</td>
<td valign="top" align="left">associated with pCR</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Mindfulness and its efficacy for psychological and biological responses in women with breast cancer</td>
<td valign="top" align="left">increase within MBSR group, decrease between MBSP and non-MBSR</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Binding of circulating anti-MUC1 antibody and serum MUC1 antigen in stage IV breast cancer</td>
<td valign="top" align="left">there was a negative correlation between anti-MUC1 IgG and CA15-3 antigen in stage IV breast cancer when positive CA15-3 antigen and/or anti-MUC1 IgG were selected (r=&#x2212;0.417; P=0.0044). The positive anti-MUC1 IgG with positive Ca15-3 antigen was more common in stage IV breast cancer, compared with early-stage breast cancer (&#x3c7;2 = 4.629; P=0.031), however, Ca15-3 antigen positivity was higher in stage IV breast cancer, compared with early-stage breast</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Receptor activator of nuclear factor kappa B (RANK) expression in primary breast cancer correlates with recurrence-free survival and development of bone metastases in I-SPY1 (CALGB 150007/150012; ACRIN 6657)</td>
<td valign="top" align="left">increased in HR negative patient</td>
<td valign="top" align="center">diagnosis</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B31">31</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Dynamic changes of Receptor activator of nuclear factor-&#x3ba;B expression in Circulating Tumor Cells during Denosumab predict treatment effectiveness in Metastatic Breast Cancer</td>
<td valign="top" align="left">has association</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B32">32</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of Molecular Iodine/Chemotherapy in the Immune Component of Breast Cancer Tumoral Microenvironment</td>
<td valign="top" align="left">increases</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Efficacy and Determinants of Response to HER Kinase Inhibition in HER2-Mutant Metastatic Breast Cancer</td>
<td valign="top" align="left">HER2 mutation increases</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B34">34</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Intratumoral Hydrogen Peroxide With Radiation Therapy in Locally Advanced Breast Cancer: Results From a Phase 1 Clinical Trial</td>
<td valign="top" align="left">decrease</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B35">35</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of Fresh Yellow Onion Consumption on CEA, CA125 and Hepatic Enzymes in Breast Cancer Patients: A Double-Blind Randomized Controlled Clinical Trial</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B50">50</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Targeted T-cell Therapy in Stage IV Breast Cancer: A Phase I Clinical Trial</td>
<td valign="top" align="left">increase</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Inflammation and psychosocial factors mediate exercise effects on sleep quality in breast cancer survivors: pilot randomized controlled trial</td>
<td valign="top" align="left">significant difference between groups</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B52">52</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">ELYPSE-7: a randomized placebo-controlled phase IIa trial with CYT107 exploring the restoration of CD4+ lymphocyte count in lymphopenic metastatic breast cancer patients</td>
<td valign="top" align="left">increase</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B53">53</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">A Comparison of Fentanyl and Flurbiprofen Axetil on Serum VEGF-C, TNF-&#x3b1;, and IL-1&#xdf; Concentrations in Women Undergoing Surgery for Breast Cancer</td>
<td valign="top" align="left">higher in Group F</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B54">54</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effect of Propofol and Desflurane on Immune Cell Populations in Breast Cancer Patients: A Randomized Trial</td>
<td valign="top" align="left">preserved</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B55">55</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Postsurgical Depressive Symptoms and Proinflammatory Cytokine Elevations in Women Undergoing Primary Treatment for Breast Cancer</td>
<td valign="top" align="left">higher in participants with higher depression level</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B56">56</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Association of CA27.29 and Circulating Tumor Cells Before and at Different Times After Adjuvant Chemotherapy in Patients with Early-stage Breast Cancer - The SUCCESS Trial</td>
<td valign="top" align="left">NA</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B57">57</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Resistance Exercise and Inflammation in Breast Cancer Patients Undergoing Adjuvant Radiation Therapy: Mediation Analysis From a Randomized, Controlled Intervention Trial</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B58">58</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Angiogenic cytokines and their influence on circulating tumour cells in sera of patients with the primary diagnosis of breast cancer before treatment</td>
<td valign="top" align="left">increased in CTC-negative patients</td>
<td valign="top" align="center">diagnosis</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B59">59</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Relationship of inflammatory profile of elderly patients serum and senescence-associated secretory phenotype with human breast cancer cells proliferation: Role of IL6/IL8 ratio</td>
<td valign="top" align="left">IL-6/IL-8 ratio more than 2.0 can induce cellular proliferation of MCF-7</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B60">60</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Testing breast cancer serum biomarkers for early detection and prognosis in pre-diagnosis samples</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">diagnosis</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B61">61</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Tumor cryoablation in combination with natural killer cells therapy and Herceptin in patients with HER2-overexpressing recurrent breast cancer</td>
<td valign="top" align="left">reduced</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B62">62</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">An anti-inflammatory dietary intervention to reduce breast cancer recurrence risk: Study design and baseline data</td>
<td valign="top" align="left">positive relationship with BMI</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B63">63</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Association between changes in fat distribution and biomarkers for breast cancer</td>
<td valign="top" align="left">decrease</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B64">64</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">combined levels of MMP-1, hepatocyte growth factor, and chemokine ligand 5 used as a three markers-score model, to predict axillary lymph node metastasis positivity</td>
<td valign="top" align="left">three marker scores can indicate positive lymph node metastasis</td>
<td valign="top" align="center">diagnosis</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B65">65</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">the effect analysis of CYP2D6 gene polymorphism in the toremifene and tamoxifen treatment in patient with breast cancer</td>
<td valign="top" align="left">lower after operation</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B66">66</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Increased interleukin-35 expression in tumor-infiltrating lymphocytes correlates with poor prognosis in patients with breast cancer</td>
<td valign="top" align="left">increase</td>
<td valign="top" align="center">diagnosis</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B67">67</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Adipose tissue inflammation in breast cancer survivors: effects of a 16-week combined aerobic and resistance exercise training intervention</td>
<td valign="top" align="left">decreased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B68">68</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Benefits in radical mastectomy protocol: a randomized trial evaluating the use of regional anesthesia</td>
<td valign="top" align="left">no differences between groups</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B69">69</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Vitamin D Levels, Vitamin D Receptor Polymorphisms, and Inflammatory Cytokines in Aromatase Inhibitor-Induced Arthralgias: An Analysis of CCTG MA.27</td>
<td valign="top" align="left">IL-1beta decreased</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B70">70</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Prognostic impact of CD4-positive T cell subsets in early breast cancer: a study based on the FinHer trial patient population</td>
<td valign="top" align="left">high CXCL 13 was associated with favorable distant disease-free trial</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B71">71</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">IL1 Receptor Antagonist Controls Transcriptional Signature of Inflammation in Patients with Metastatic Breast Cancer</td>
<td valign="top" align="left">production of IL1 &#x3b2; in primary breast cancer tumors is linked with advanced disease and originates from tumor-infiltrating CD11c+ myeloid cells</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B72">72</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Reducing postsurgical exudate in breast cancer patients by using San Huang decoction to ameliorate inflammatory status: a prospective clinical trial</td>
<td valign="top" align="left">decreased with SHD treatment</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B73">73</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Atezolizumab Plus nab-Paclitaxel in the Treatment of Metastatic Triple-Negative Breast Cancer With 2-Year Survival Follow-up: A Phase 1b Clinical Trial</td>
<td valign="top" align="left">not significantly changed</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B74">74</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">NSAID treatment reduced transcript expression of MMPs, CCL22 and TGF-b1, which translated to reduction in metastasis-promoting cell population</td>
<td valign="top" align="left">reduction in MMPs, CCL22 and TGF-&#x3b2;1 expression reduces tumor renewal and metastasis with NSAID treatment</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B75">75</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Sapylin (OK-432) alters inflammation and angiogenesis <italic>in vivo</italic> and <italic>vitro</italic>
</td>
<td valign="top" align="left">increased/enhanced</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B76">76</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">A Large Randomized Trial: Effects of Mindfulness-Based Stress Reduction (MBSR) for Breast Cancer (BC) Survivors on Salivary Cortisol and IL-6</td>
<td valign="top" align="left">reduced</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B77">77</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">The Influence of Single Nucleotide Polymorphisms and Adjuvant Radiotherapy on Systemic Inflammatory Proteins, Chemokines and Cytokines of Patients With Breast Cancer</td>
<td valign="top" align="left">dysregulation in breast cancer patient</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B78">78</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Transcriptomic profiles conducive to immune-mediated tumor rejection in human breast cancer skin metastases treated with Imiquimod</td>
<td valign="top" align="left">upregulated</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B79">79</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">T follicular regulatory cells suppress Tfh-mediated B cell help and synergistically increase IL-10-producing B cells in breast carcinoma</td>
<td valign="top" align="left">elevated</td>
<td valign="top" align="center">diagnosis</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B80">80</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Low Plasma IL-8 Levels During Chemotherapy Are Predictive of Excellent Long-Term Survival in Metastatic Breast Cancer</td>
<td valign="top" align="left">decreased in trajectory group 1</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B81">81</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Cyclin E1 Expression and Palbociclib Efficacy in Previously Treated Hormone Receptor-Positive Metastatic Breast Cancer</td>
<td valign="top" align="left">no significant interaction</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B82">82</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Dose-dependent effect of aerobic exercise on inflammatory biomarkers in a randomized controlled trial of women at high risk of breast cancer</td>
<td valign="top" align="left">linear dose-response relationship</td>
<td valign="top" align="center">prevention</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B83">83</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase I dose-escalation trial to repurpose propagermanium, an oral CCL2 inhibitor, in patients with breast cancer</td>
<td valign="top" align="left">decreased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B84">84</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Autologous dendritic cells and activated cytotoxic T-cells as combination therapy for breast cancer</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B85">85</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Efficacy and safety of the therapeutic cancer vaccine tecemotide (L-BLP25) in early breast cancer: Results from a prospective, randomized, neoadjuvant phase II study (ABCSG 34)</td>
<td valign="top" align="left">no significant differences</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B86">86</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Immunogenomic profiling and pathological response results from a clinical trial of docetaxel and carboplatin in triple-negative breast cancer</td>
<td valign="top" align="left">upregulated</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B87">87</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of an Exercise and Nutritional Intervention on Circulating Biomarkers and Metabolomic Profiling During Adjuvant Treatment for Localized Breast Cancer: Results From the PASAPAS Feasibility Randomized Controlled Trial</td>
<td valign="top" align="left">no significant changes</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B88">88</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Inflammation Mediates Exercise Effects on Fatigue in Patients with Breast Cancer</td>
<td valign="top" align="left">less pronounced after RT-HIlT</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B89">89</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of Ketogenic metabolic therapy on patients with breast cancer: A randomized controlled clinical trial</td>
<td valign="top" align="left">decreased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B90">90</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Biomarkers of response to camrelizumab combined with apatinib: an analysis from a phase II trial in advanced triple-negative breast cancer patients</td>
<td valign="top" align="left">increase/higher</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B91">91</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase II clinical trial using anti-CD3 &#xd7; anti-HER2 bispecific antibody armed activated T cells (HER2 BATs) consolidation therapy for HER2 negative (0-2+) metastatic breast cancer</td>
<td valign="top" align="left">increases</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B92">92</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Effects of synbiotic supplementation on serum adiponectin and inflammation status of overweight and obese breast cancer survivors: a randomized, triple-blind, placebo-controlled trial</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B93">93</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, (Not Applicable) and BMI, (Body Mass Index).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3_2_1">
<label>3.2.1</label>
<title>IL-6</title>
<p>IL-6 was the most frequently mentioned cytokine across all breast cancer studies included in this review. IL-6 is part of the interleukin superfamily, which includes more than 50 molecules with various kinds of functions such as maturation, proliferation, inflammation, and differentiation (<xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B99">99</xref>). IL-6, like several cytokines (i.e., hepatocyte growth factor (HGF) (<xref ref-type="bibr" rid="B100">100</xref>) is pleiotropic and acts as both a pro-inflammatory and anti-inflammatory cytokine; thus, the levels of changes and activity across our review were inconsistent. Some studies showed a significant decrease in IL-6 levels after treatment or specific interventions, including exercise, San Huang decoction, Mindfulness-Based Stress Reduction (MBSR), and use of the C-C motif chemokine receptor 2 (CCR2) inhibitor (<xref ref-type="bibr" rid="B101">101</xref>) propagermanium (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B89">89</xref>). Both Hiensch et&#xa0;al. and Dieli-Conwright et&#xa0;al. explained the effect of exercise (HIIT &#x2013; high impact interval training and general aerobic and resistance exercise) on reducing IL-6 level in breast cancer patients and survivors. In a pilot randomized controlled trial with 46 postmenopausal breast cancer survivors, the 3-month exercise intervention resulted in a significant difference in IL-6 between the intervention and control group (<xref ref-type="bibr" rid="B52">52</xref>). On the other hand, some investigations have demonstrated an increase in IL-6 following breast cancer treatment (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B76">76</xref>), plausibly due to a normal inflammatory response as a result of introducing chemo-toxicants into the body. One study finding worth noting was according to the investigation by Schmidt et&#xa0;al. in a randomized controlled trial examining the relationship between resistance exercise and inflammation in 103 breast cancer patients with radiation therapy, that mentioned the effect of only this type of exercise, which significantly increased the level of IL-6 (<xref ref-type="bibr" rid="B58">58</xref>). Moreover, another study focused on the effect of an anti-inflammatory diet, revealed a positive relationship between IL-6 and BMI in breast cancer patients (<xref ref-type="bibr" rid="B63">63</xref>). In a few of the studies reviewed here-in, there was no difference or IL-6 level change following their respective interventions (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B88">88</xref>). Other note-worthy findings relative to breast cancer did include those found by Matsumoto et&#xa0;al. where the use of regional anesthesia did not influence the level of IL-6 and by Niravath et&#xa0;al. showing no significant effect of vitamin D nor vitamin D receptors on the inflammatory cytokines they monitored (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B70">70</xref>). Surprisingly though and likewise, in the PASAPAS Feasibility Randomized Controlled Trial of 61 women given adjuvant chemotherapy, aerobic exercise did not make any notable effect on circulating levels of seven different biomarkers assessed, including IL-6 which was also monitored in this study (<xref ref-type="bibr" rid="B88">88</xref>).</p>
</sec>
<sec id="s3_2_2">
<label>3.2.2</label>
<title>TNF-alpha (&#x3b1;)</title>
<p>TNF-&#x3b1; was the second most frequently inflammatory cytokine mentioned by studies in this review related to breast cancer. In the 10 studies that measured the level of TNF-&#x3b1;, six of them concluded that a lower level of the marker can indicate a better disease prognosis or outcome with treatment (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B90">90</xref>); while two found no notable changes (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B88">88</xref>), one showed an increased level of change related to moderate-to-vigorous aerobic exercise (<xref ref-type="bibr" rid="B83">83</xref>), and the other found that TNF-&#x3b1; can be a mediator for sleep response following exercise intervention in breast cancer patients (<xref ref-type="bibr" rid="B52">52</xref>). Although most results show a benefit when it comes to the influence of exercise on inflammation related biomarkers, there is still some controversy. For example, according to Dieli-Conwright et. al., a 16-week aerobic and resistance exercise intervention decreased TNF-&#x3b1; among obese postmenopausal breast cancer survivors (<xref ref-type="bibr" rid="B68">68</xref>). However, the study performed by Haley and colleagues demonstrated that moderate to vigorous exercise increased the level of several pro-inflammatory biomarkers, including TNF-&#x3b1;, albeit in healthy premenopausal women; and the mechanism of reducing risk may not involve inflammatory molecules (<xref ref-type="bibr" rid="B83">83</xref>).</p>
</sec>
<sec id="s3_2_3">
<label>3.2.3</label>
<title>IL-1 beta (&#x3b2;)</title>
<p>Unlike IL-6, IL-1&#x3b2; had more consistent results across our reviewed studies, with the exception of the results from one study conducted by Matsumoto et. al (<xref ref-type="bibr" rid="B69">69</xref>). In this single-center, prospective, randomized clinical trial, the use of regional anesthesia had no significant effect on changing biomarker levels (<xref ref-type="bibr" rid="B69">69</xref>), whereas overall, results from various other studies indicated that a lower level of IL-1&#x3b2; was associated with better breast cancer outcomes. An example includes a 13-participant clinical trial, where patients were treated with intertumoral H<sub>2</sub>O<sub>2</sub> and with RT, as the treatment showed an effect on decreasing IL-1&#x3b2; (<xref ref-type="bibr" rid="B35">35</xref>). Moreover, in another study including 40 women with primary breast cancer undergoing - modified radical mastectomy, the use of postoperative analgesia with flurbiprofen axetil, combined with fentanyl, also decreased the level of IL-&#x3b2; (<xref ref-type="bibr" rid="B54">54</xref>). In the case-control study focused on the effect of vitamin D, although vitamin D levels were not significantly associated with the development of Aromatase inhibitor-induced Arthralgias (AIA), patients with the Fok-I Vitamin D receptor (VDR) variant genotype were more likely to experience a reduction in IL-1&#x3b2; among other inflammatory cytokines (<xref ref-type="bibr" rid="B70">70</xref>). Most importantly from our studies, the production of IL-1&#x3b2; was associated more often with advanced breast cancer, as well as a higher level of depression, evidenced by two different clinical trials, respectively (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B72">72</xref>).</p>
</sec>
<sec id="s3_2_4">
<label>3.2.4</label>
<title>VEGF</title>
<p>Vascular endothelial growth factor (VEGF) is a potent angiogenic factor in both healthy people and cancer patients, which is often upregulated in many tumor types (<xref ref-type="bibr" rid="B102">102</xref>). In healthy people, increases in VEGF promotes embryonic development and wound healing through angiogenesis (<xref ref-type="bibr" rid="B103">103</xref>). However, in cancer patients, the production of VEGF and other growth factors promotes new blood vessel formation around cancer cells and throughout tumors supplying both nutrients and oxygen (<xref ref-type="bibr" rid="B103">103</xref>). This characteristic of VEGF makes it one of the most widely studied targets for anticancer therapeutic development and its activity is intricately linked to evaluating drug treatment efficacy. In this review, four separate studies measured the level change of VEGF in breast cancer related to an intervention/treatment. In the study by Wen et. al., that measured the effect of postoperative analgesia using flurbiprofen axetil combined with fentanyl, patients&#x2019; levels of VEGF decreased compared with patients receiving only fentanyl (<xref ref-type="bibr" rid="B54">54</xref>). Moreover, in comparing 100 Circulating Tumor Cells (CTC) negative and 100 CTC positive patients with breast cancer, researchers found that VEGF increased in CTC-negative patients, suggesting that it could serve as a potential biomarker (<xref ref-type="bibr" rid="B59">59</xref>). Also, investigating the treatment of toremifene and tamoxifen demonstrated a decrease in the level of VEGF in patients with ER-positive breast cancer plus a (Cytochrome P450) CYP2D6 gene polymorphism (<xref ref-type="bibr" rid="B66">66</xref>). This study by Zeng et. al., particularly reiterates the importance of evaluating potential and validated biomarkers in the context of genetic factors and driver mutations that influence the overall nature of the malignancy. Single nucleotide polymorphisms especially can impact treatment efficacy and in-turn change the activity or expression level of many cytokines. Sapylin (OK-432) is a drug derived from the group A hemolytic <italic>streptococcus Su</italic> strain, which can help reduce seroma drainage and promote wound healing (<xref ref-type="bibr" rid="B76">76</xref>). In the prospective consecutive cohort study that analyzed the effect of Sapylin on breast cancer patients that had undergone radical mastectomy, VEGF was increased in the drainage fluids of patients treated with Sapylin, and these patients had a better wound healing response (<xref ref-type="bibr" rid="B76">76</xref>). This might be an indication for patients that have larger areas of normal tissue around the tumor removed with the tumor, using drugs that increase VEGF production, such as Sapylin, will benefit the overall survival and outcome. Using such drugs to augment improved treatment response following surgery, which itself increases tissue inflammation (<xref ref-type="bibr" rid="B104">104</xref>), clearly need further consideration and validation in all cancer types where surgery is part of the primary treatment plan.</p>
</sec>
<sec id="s3_2_5">
<label>3.2.5</label>
<title>CA15-3</title>
<p>CA15-3 is another protein like VEGF, expressed by various cell types, including breast cancer cells. It is a substance that stimulates the body&#x2019;s defense system, which makes it a useful biomarker for detecting the presence of disease, diagnosing stage, and determining optimal treatment regimen for breast cancer. Four studies here, also measured changes of CA15-3 among all the included breast cancer articles in this review. In a study analyzing serum samples in 61 patients with stage IV breast cancer and 64 patients with early-stage breast cancer, researchers found a higher CA15-3 positivity level in stage IV breast cancer patients than in early-stage patients, which clearly showed that CA15-3 could reflect the progression of breast cancer (<xref ref-type="bibr" rid="B30">30</xref>). For treatment, Liang et. al., showed that the three drug-therapy combination of cryoablation, natural killer (NK) cells, and Herceptin effectively reduced the level of CA15-3 and improved breast cancer outcomes (<xref ref-type="bibr" rid="B62">62</xref>). However, in Kazarian et. al., researchers also mentioned that although CA15-3 has the potential to be a prognostic marker for breast cancer, further research is needed because there were no significant findings on the function of CA15-3 in breast cancer screening (<xref ref-type="bibr" rid="B61">61</xref>).</p>
</sec>
<sec id="s3_2_6">
<label>3.2.6</label>
<title>IDO-1</title>
<p>Indoleamine-pyrrole 2,3-dioxygenase (IDO-1) is a heme-containing enzyme, which acts as a rate-limiting enzyme in tryptophan metabolism (<xref ref-type="bibr" rid="B105">105</xref>). IDO-1 appeared only once among our included breast cancer articles, in a study where researchers analyzed the immunogenomic profiling and pathological response to neoadjuvant therapy including docetaxel and carboplatin, both commonly used in the treatment for breast cancer. The results showed that IDO-1, in addition with other immunoproteasome mediators were upregulated before treatment was administered at baseline (<xref ref-type="bibr" rid="B87">87</xref>). Thus, the treatment with docetaxel and carboplatin potentially decreased the level of IDO-1 and may improve disease outcome. As such, IDO-1 could be considered as an important emerging biomarker related to breast cancer treatment, and especially in relation to immune-based therapy.</p>
</sec>
<sec id="s3_2_7">
<label>3.2.7</label>
<title>IL-8</title>
<p>IL-8 is also one of frequently measured inflammatory biomarkers in breast cancer studies. In five studies that measured IL-8 levels, three of them indicated that a lower level of IL-8 is associated with better overall survival (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B81">81</xref>, <xref ref-type="bibr" rid="B91">91</xref>). In Liu et. al, patients with lower baseline plasma levels of IL-8 were also found to more likely respond to a combination treatment of monoclonal antibodies camrelizumab and apatinib and showed a longer overall survival (<xref ref-type="bibr" rid="B91">91</xref>). Moreover, a similar finding was shown in Tiainen et&#xa0;al. as well that lower plasma IL-8 during chemotherapy can predict excellent long-term survival (<xref ref-type="bibr" rid="B81">81</xref>). In an analysis using a traditional Chinese combination of three &#x201c;cooling&#x201d; herbs, San Huang decoction, known to effectively alleviate injury-related pain and inflammation, researchers found that the level of IL-8 was significantly lower following treatment, as one of the signs of decreased inflammation status in breast cancer patients (<xref ref-type="bibr" rid="B73">73</xref>). In the other two studies, one confirmed a positive relationship between BMI and IL-8, but did not detail how the relationship could impact disease outcomes (<xref ref-type="bibr" rid="B63">63</xref>); while the other study explored whether inflammatory factors could mediate exercise effects on sleep quality for breast cancer survivors, but failed to find any significant impact of IL-8 levels, concluding this marker alone was not sufficient to result in sleep-associated outcomes (<xref ref-type="bibr" rid="B52">52</xref>).</p>
</sec>
<sec id="s3_2_8">
<label>3.2.8</label>
<title>Natural killer cells</title>
<p>Natural Killer cells (NK cells) are one type of immune cells that can control several types of tumors and microbial infection (<xref ref-type="bibr" rid="B106">106</xref>). Based on the articles that were included in this review, the results regarding the clinical utility of NK cells as a biomarker for breast cancer are consistent. For example, in the study by Tsukinaga and colleagues, who analyzed the efficacy of a combination treatment of F16-IL2 (a recombinant antibody-cytokine fusion protein) and doxorubicin in patients with solid tumors and metastatic breast cancer, NK cells were increased following treatment, which improved overall cellular immunity (<xref ref-type="bibr" rid="B37">37</xref>). In addition, in exploring the effect of mindfulness on psychological and biological responses in women with breast cancer, researchers found that NK cell activity increased significantly within the mindfulness-based stress reduction group. Overall, according to the reviewed studies, an increase of NK cells within the microenvironment and systemically indicates better immunity, which presumably contributes to better disease outcome (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B62">62</xref>).</p>
</sec>
<sec id="s3_2_9">
<label>3.2.9</label>
<title>C-reactive protein</title>
<p>It stands to reason that the general serum inflammation marker CRP or highly sensitive-CRP (hs-CRP), which is sometimes measured, has high clinical relevance because it is easy to measure and it has long-been used in most clinical settings to assess inflammation status related to chronic diseases, as well as acute inflammation. C-reactive protein is a protein made by the liver and increases when there is inflammation present. In terms of cancer, the marker is clinically relevant because it has been shown that if it can be lowered, it serves as a readout of lower systemic or local inflammation and can foster improved cancer outcomes through a host of immune mechanisms. In our review, four articles that demonstrated clinical utility under the breast cancer selection were included. Two of which indicated that better disease outcomes could be achieved by certain treatments, including adjuvant radiotherapy (<xref ref-type="bibr" rid="B78">78</xref>), where there was a reduction in the level of CRP. The other study, conducted by Lahiji and colleagues, was an interesting randomized, triple-blind, placebo-controlled trial using a low calorie diet in obese breast cancer survivors who either received synbiotic supplementation (the combination of probiotics and prebiotics) or not and found hs-CRP as well as adiponectin levels can be lowered and likely indicate reduced rates of recurrence (<xref ref-type="bibr" rid="B93">93</xref>). Further, in another study analyzing the relationship between fat distribution and level of biomarkers in breast cancer showed that changes in abdominal fat were associated with changes in CRP levels (<xref ref-type="bibr" rid="B64">64</xref>), while the final reviewed study showed a positive relation between BMI and CRP (<xref ref-type="bibr" rid="B63">63</xref>).</p>
</sec>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Biomarkers for pancreatic cancer diagnosis and treatment</title>
<p>All pancreatic cancer-specific biomarker changes are summarized in <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>. The most frequently mentioned biomarkers for this cancer type came from the interleukin superfamily including IL-6, IL-8, IL-10, IL-2, IL-18, which is quite similar to what was found in breast cancer. Moreover, CD molecules related to T cells, including CD4+ and CD8+ T cells were mentioned more often in pancreatic than in breast cancer studies. Finally, the CXC motif chemokine ligand (CXCL) and CCL family of markers were mentioned more than two times for different molecules. For the CXCL family, CXCL 9 and CXCL 10 were both mentioned once, respectively, and likewise for CCL2, CCL5, and CCL27 in the CCL family. Since the overall pool of included articles for pancreatic cancer-related inflammation biomarkers is much smaller compared to number for breast cancer, the total number of biomarkers mentioned is also less extensive. Even-so, we discuss some that are common to both cancers, as well as those that are unique to pancreatic cancer according to our systematic criteria.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Biomarker changes specific to pancreatic cancer.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Name of Study</th>
<th valign="middle" align="center">Biomarker changes</th>
<th valign="middle" align="center">Clinical Practice</th>
<th valign="middle" align="center">Obesity Influence</th>
<th valign="middle" align="center">Ref</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Prognostic and predictive value of immunological parameters for chemoradioimmunotherapy in patients with pancreatic adenocarcinoma</td>
<td valign="top" align="left">high lymphocyte accumulation in tumors and frequencies of NK cells and effector (eff) CD8 T cells in peripheral blood were associated with patients&#x2019; survival. Amount of CD3 and effector-memory CD8 blood lymphocytes, expression of CD152 and interleukin (IL)-2 serum level showed a predictive value for chemoradioimmunotherapy. Tumoral accumulation of CD3 and CD8 cells was predictive for outcome of chemotherapy alone. Frequencies of CD3 lymphocytes, effCD8 T cells and NK cells in peripheral blood of patients, and IL-10 amount in serum, was predictive for 5FU-based chemotherapy.</td>
<td valign="top" align="center">both</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B24">24</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">BL-8040, a CXCR4 antagonist, in combination with pembrolizumab and chemotherapy for pancreatic cancer: the COMBAT trial</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B25">25</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase I pilot study of Wilms tumor gene 1 peptide-pulsed dendritic cell vaccination combined with gemcitabine in pancreatic cancer</td>
<td valign="top" align="left">increase in patient without liver metastases</td>
<td valign="top" align="center"/>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B36">36</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Prognostic significance of plasma interleukin-6/-8 in pancreatic cancer patients receiving chemoimmunotherapy</td>
<td valign="top" align="left">decreased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase II trial of salvage therapy with trabectedin in metastatic pancreatic adenocarcinoma</td>
<td valign="top" align="left">significantly reduced with treatment</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B38">38</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Systemic immune activity predicts overall survival in treatment naive patients with metastatic pancreatic cancer</td>
<td valign="top" align="left">poorer overall survival</td>
<td valign="top" align="center">diagnosis</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B39">39</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Immunobiological effects of gemcitabine and capecitabine combination chemotherapy in advanced pancreatic ductal adenocarcinoma</td>
<td valign="top" align="left">no differences</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B40">40</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Randomized Phase 2 Trial of the Oncolytic Virus Pelareorep (Reolysin) in Upfront Treatment of Metastatic Pancreatic Adenocarcinoma</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B41">41</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase 1b study targeting tumour associated macrophages with CCR2 inhibition plus FOLFIRINOX in locally advanced and borderline resectable pancreatic cancer</td>
<td valign="top" align="left">decreased in both bone marrow and peripheral blood</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B42">42</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Pharmacogenomic analyses of sunitinib in patients with pancreatic neuroendocrine tumors</td>
<td valign="top" align="left">significantly associated with higher ORR (G/A)</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B8">8</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase I clinical trial repurposing all-trans retinoic acid as a stromal targeting agent for pancreatic cancer</td>
<td valign="top" align="left">increased stomal expression related to better disease control</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B43">43</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Plasma IL8 Is a Biomarker for TAK1 Activation and Predicts Resistance to Nanoliposomal Irinotecan in Patients with Gemcitabine-Refractory Pancreatic Cancer</td>
<td valign="top" align="left">decreased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B44">44</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Phase 1b study of a small molecule antagonist of human chemokine (C-C motif) receptor 2 (PF-04136309) in combination with nab-paclitaxel/gemcitabine in first-line treatment of metastatic pancreatic ductal adenocarcinoma</td>
<td valign="top" align="left">increased in most patient</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B45">45</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">A phase 1b trial of concurrent immunotherapy and irreversible electroporation in the treatment of locally advanced pancreatic adenocarcinoma</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B46">46</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Randomized Phase III Study of FOLFOX Alone or With Pegilodecakin as Second-Line Therapy in Patients With Metastatic Pancreatic Cancer That Progressed After Gemcitabine (SEQUOIA)</td>
<td valign="top" align="left">increased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B47">47</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Immunologic and tumor responses of pegilodecakin with 5-FU/LV and oxaliplatin (FOLFOX) in pancreatic ductal adenocarcinoma (PDAC)</td>
<td valign="top" align="left">elevated</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B48">48</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Circulating biomarkers and outcomes from a randomized phase 2 trial of gemcitabine versus capecitabine-based chemoradiotherapy for pancreatic cancer</td>
<td valign="top" align="left">patients with high circulating CCL5 were found to have a HR of 1.01 for each ng/ml unit increase</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Resistance Exercise Modulates Kynurenine Pathway in Pancreatic<break/>Cancer Patients</td>
<td valign="top" align="left">decreased</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B94">94</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">The Impact of Preoperative Enteral Nutrition Enriched with Eicosapentaenoic Acid on Postoperative Hypercytokinemia after Pancreatoduodenectomy: The Results of a Double-Blinded Randomized Controlled Trial</td>
<td valign="top" align="left">no differences between groups</td>
<td valign="top" align="center">treatment</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B95">95</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, (Not Applicable); ORR, (Objective Response Rate); HR, (Hazard Ratio).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3_3_1">
<label>3.3.1</label>
<title>IL-6</title>
<p>Again, for pancreatic cancer, IL-6 was the biomarker mentioned most frequently. Among the 19 pancreatic cancer papers included in this review, IL-6 was mentioned in seven. Although the results and indications of IL-6 were still inconsistent, more studies showed that a lower IL-6 level indicated better disease outcomes and more effective treatments. In studies that measured the effect of chemo-immunotherapy, salvage therapy, and supervised resistance exercise, all researchers noticed a significant decrease in IL-6 levels (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B94">94</xref>). Moreover, the study by Farren et. al., analyzing peripheral blood from 73 pancreatic cancer patients explained that having a higher IL-6 level predicted a poorer overall survival (<xref ref-type="bibr" rid="B39">39</xref>). Despite four studies demonstrating results of a lower IL-6 level as better (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B94">94</xref>), two additional studies found no differences, where one measured the effect of a combination of gemcitabine and chemotherapy (<xref ref-type="bibr" rid="B40">40</xref>), and the other investigated a pre-operative immuno-nutrition intervention (<xref ref-type="bibr" rid="B95">95</xref>). The only study that explored an increase in IL-6 level as one of the outcomes, was testing the function and safety of Pelareorep as a treatment for pancreatic cancer (<xref ref-type="bibr" rid="B41">41</xref>).</p>
</sec>
<sec id="s3_3_2">
<label>3.3.2</label>
<title>CD8+ T cells</title>
<p>CD8+ T cells are among an important group of molecules in the MHC class I-restricted T cells, and they function as a part of our essential immune defense against intracellular pathogens and for tumor cell surveillance. Several studies detailed changes of CD8+ T cells, and three of which showed increased results. The accumulation of CD8+ T cells can be a good predictor of patients&#x2019; survival and outcome with chemotherapy (<xref ref-type="bibr" rid="B24">24</xref>), and the combined use of CXCR 4 and PD-1 blockade was also shown to expand the benefit of chemotherapy, through a mechanism that increased CXCR-expressing CD8+ T cell levels (<xref ref-type="bibr" rid="B25">25</xref>). Moreover, in Noonan et. al., Pelareorep both increased IL-6 levels but also upregulated CD8+ T cells, resulting in more cytotoxic T-lymphocyte associated protein 4 (CTLA4), a protein found on T cells (a type of immune cell) that helps keep the body&#x2019;s immune responses in check (<xref ref-type="bibr" rid="B41">41</xref>). In contrast, Farren et&#xa0;al. pointed out that having a higher CTLA4 on CD8+ T cells at the baseline (before treatment) predicted a poorer overall survival for pancreatic cancer patients (<xref ref-type="bibr" rid="B39">39</xref>).</p>
</sec>
<sec id="s3_3_3">
<label>3.3.3</label>
<title>CA19</title>
<p>CA19 is a tetra-saccharide which is often found attached to O-glycans on the surface of several types of cells, and it is usually a specific marker for identifying the presence of pancreatic cancer since ductal cells in the pancreas can produce it. CA19 was mentioned twice among the 19 reviewed pancreatic cancer trials. In Karakhanova et. al., a clinical trial that identified immunological parameters in the treatment and prognosis of pancreatic carcinoma patients, CA19 was determined to be a potential predictive marker of treatment efficacy for both chemo-radioimmunotherapy and chemotherapy (<xref ref-type="bibr" rid="B24">24</xref>). Moreover, in a multi-institutional, open-label, multiple-cohort, dose-escalation, phase 1b study that analyzed the effect of using pegilodecakin with 5-FU/LV and oxaliplatin (FOLFOX), about 66.7% of measurable patients showed a decline in CA-19 as a response (<xref ref-type="bibr" rid="B48">48</xref>).</p>
</sec>
<sec id="s3_3_4">
<label>3.3.4</label>
<title>IDO-1</title>
<p>Similarly, as in the publications for breast cancer, IDO-1 was also discussed in only one of the pancreatic cancer trials reviewed here-in. The primary difference is that the researchers for the pancreatic study did not measure it directly, as was performed in the breast cancer study. This study, conducted by Pal and his colleagues, examined how resistance exercise modulates the kynurenine pathway in pancreatic cancer patients (<xref ref-type="bibr" rid="B94">94</xref>). Tryptophan feeds into the kynurenine pathways is typically disrupted when inflammation persists and can result in dysfunctional immune activation (<xref ref-type="bibr" rid="B107">107</xref>). Thus, the researchers found that a decreased kynurenine/tryptophan ratio, which suggests downregulated IDO levels, and their subsequent observation of lower levels of IDO, including IDO-1, links the marker to possible detection of reduced disease progression in pancreatic cancer patients (<xref ref-type="bibr" rid="B94">94</xref>).</p>
</sec>
<sec id="s3_3_5">
<label>3.3.5</label>
<title>IL-8</title>
<p>Regarding the use of IL-8 level as a measurement for pancreatic cancer treatment, five studies in total all came to quite consistent results that a lower level of IL-8 indicated better survival (<xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B102">102</xref>). This conclusion makes results in pancreatic cancer consistent with most of the findings from studies of this inflammatory biomarker in breast cancer (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B81">81</xref>, <xref ref-type="bibr" rid="B91">91</xref>). For example, in the study that investigated the association between plasma IL-8 and clinical outcomes of chemoimmunotherapy in patients with pancreatic ductal adenocarcinoma, Tsukinaga et&#xa0;al. determined that having long-term low levels during chemo-immunotherapy may serve as a prognostic marker of clinical outcomes because elevated levels of circulating IL-8 have already been associated with experiencing a poorer outcome (<xref ref-type="bibr" rid="B37">37</xref>). In addition, Belli et&#xa0;al. concluded that lower IL-8 was significantly associated with overall survival, although their targeted therapy still showed no activity for metastatic pancreatic adenocarcinoma (<xref ref-type="bibr" rid="B38">38</xref>); representing a potential gap that could be informed by work done in breast cancer. In the study that used a mouse model co-trial design including patients with gemcitabine-refractory pancreatic cancer, to determine the effect of nano-liposomal irinotecan (nal-IRI), where a liposomal formulation of the topoisomerase I inhibitor serves as the drug delivery system, Merz et&#xa0;al. showed that treated mice with lower plasma levels of IL-8 also experienced a significant reduction in tumor growth (<xref ref-type="bibr" rid="B44">44</xref>). The other two studies showed the negative effect of high plasma IL-8, reinforcing the utility that lowering IL-8 has an implication for improved disease survival (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B41">41</xref>).</p>
</sec>
<sec id="s3_3_6">
<label>3.3.6</label>
<title>Natural killer cells</title>
<p>Although only one study measured and determined clinical relevance for the level of NK cells in pancreatic cancer, the indication was similar to that found by the publications looking at it in the context of breast cancer. Karakhanova et&#xa0;al. analyzed immunological aspects of pancreatic cancer patients undergoing chemo-radioimmunotherapy, and found that high NK cells level was associated with patient survival, concluding NK cells could serve as a useful marker for personalized medicine (<xref ref-type="bibr" rid="B24">24</xref>). Although studies are limited, based on this result, as well as supportive findings from several breast cancer-specific studies, future investigations to understand and further validate the mechanism(s) by which NK cells boost host immunity to properly act against tumor cells and maneuver around immuno-suppressive programs that other immune cell population succumb to in tumor microenvironments are greatly warranted. Clues from recent pre-clinical studies, for example, could be very helpful, including work in murine models showing how NK cells play a role in increasing tumoricidal CD8+ T-cell populations and suppressing PD-1 activity (<xref ref-type="bibr" rid="B108">108</xref>), can augment chimeric antigen receptor CAR T-cell therapies (<xref ref-type="bibr" rid="B109">109</xref>); or can activate mechanisms like SUMOylation to inhibit cell cycle of progression with novel drug therapies (<xref ref-type="bibr" rid="B110">110</xref>).</p>
</sec>
<sec id="s3_3_7">
<label>3.3.7</label>
<title>C-reactive protein</title>
<p>Although CRP is a very common inflammation marker, in the context of our review, we only found two reported studies that fit our primary inclusion criteria of demonstrating usefulness in the clinic related to pancreatic cancer outcomes; and they had different results. In the first, Mayanagi et&#xa0;al. identified the effect of marker Wilms tumor gene 1 peptide-pulsed dendritic cell vaccination combined with gemcitabine showed that patients with liver metastases had higher levels of CRP (<xref ref-type="bibr" rid="B36">36</xref>). This result is similar to the study findings related to breast cancer, where higher CRP indicates a worse disease outcome. However, in the second study that determined the effect of a combination chemotherapeutic regimen containing gemcitabine and capecitabine, no significant differences were found in CRP level (<xref ref-type="bibr" rid="B40">40</xref>). More validation studies will be needed to confirm the relationship between certain treatment types and the utility of corresponding CRP level in pancreatic cancer.</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Implication for pancreatic cancer from breast cancer</title>
<sec id="s4_1_1">
<label>4.1.1</label>
<title>Genes and hormones</title>
<p>It is well established that BRCA gene mutations contribute to the increased risk of hereditary breast cancer (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B111">111</xref>, <xref ref-type="bibr" rid="B112">112</xref>). The prevention strategies (genetic screening) and therapies designed to target and diminish the actions of these genes, such as Olaparib, have been shown to be effective (<xref ref-type="bibr" rid="B113">113</xref>). These strategies can also be investigated for their utility as potential prevention and treatment methods for pancreatic cancer, especially in light of recent research implicating that BRCA gene mutations also plays an important role in increasing pancreatic cancer risks (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). However, one thing that needs further consideration prior to implementation of any of these breast cancer-established strategies (preventative and therapeutic) is the fact that pancreatic cancer is not as easily detected as breast cancer. Most of the time, at the point which people are diagnosed with pancreatic cancer, they are at a later stage, their tumor is found in non-operable locations of the organ and often are of a histological type that do not respond as effectively to treatments. All these factors contribute to the much lower 5<italic>-</italic>year survival rate (11.5%) of pancreatic cancer compared to breast cancer (90.6%) (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Suppose for example, there is proof that a BRCA-targeted intervention could remain functional in later-stage breast cancer patients. In such a case, this intervention could also be a future method to explore for treating pancreatic cancer patients at similar times of later-stage diagnoses.</p>
<p>In addition to genetic aspects of cancer risk and treatment strategies, sex hormones such as estrogen and progesterone which have long held and continue to have an increasing interest in prevention, diagnosis and treatment for breast cancer research should also be given greater scrutiny for their role in pancreatic cancer. In the subtypes of breast cancer driven by estrogen &#x2013; or the estrogen receptor-positive forms (<xref ref-type="bibr" rid="B114">114</xref>, <xref ref-type="bibr" rid="B115">115</xref>), the expression and interaction of estrogen with the receptors causes these cancer cells to grow. Interestingly, in pancreatic cancer, estrogen has been shown to inhibit pancreatic cancer cell growth in experimental studies, because pancreatic cancer cells also express estrogen receptors (<xref ref-type="bibr" rid="B116">116</xref>). This finding is in stark contrast to the action of estrogen on breast cancer cells. So, based on the analysis of estrogen treatment in breast cancer, it is plausible that a targeted type of therapy could be effective in pancreatic cancer patients, but in the augmenting manner and especially for men, who are at lower risk for breast cancer development and complications in general, that would be due to elevated levels of circulating estrogen.</p>
</sec>
<sec id="s4_1_2">
<label>4.1.2</label>
<title>Inflammatory biomarkers</title>
<p>This systematic review discussed current findings of inflammatory biomarkers, some common and some unique, identified in different trial designs of clinical studies from breast cancer and pancreatic cancer. Because both organs are largely regulated by the endocrine system, we hoped to determine if knowledge could be gained by the comparison, especially looking at breast cancer to inform new potential strategies for pancreatic cancer. After reviewing a total of 73 articles across both cancer types and based on our selection criteria, IL-6 was the most prevalent biomarker identified. Again, the results were variable, namely due to this myokine having both pro-inflammatory and anti-inflammatory properties. However, across the studies under each specific cancer type and when comparing the two cancers, there were some common trends (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). For example, in both breast cancer and pancreatic cancer, many studies analyzed the effect of exercise, but again, the ultimate findings were inconsistent. For some patients, exercise could lower the level of inflammation (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B89">89</xref>, <xref ref-type="bibr" rid="B94">94</xref>), while for others, it did not (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B83">83</xref>). The major differentiator we found was pre- versus postmenopausal status. Thus, exercise could be considered a potential personalized treatment as part of an integrated plan, particularly in the breast cancer setting, based on the patient&#x2019;s age, disease stage, drug response, or even genetic test results that factor in inflammation at the outset based on defined markers like IL-6. Moreover, and uniquely in pancreatic cancer studies, research indicated that lower IL-6 might associate with a better disease outcome (<xref ref-type="bibr" rid="B39">39</xref>), where IL-6 clearly acts as a pro-inflammatory biomarker for this cancer type.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Trial-defined inflammatory biomarker changes with clinical utility in both breast cancer and pancreatic cancer.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Biomarker</th>
<th valign="middle" align="center">Biomarker changes in breast cancer</th>
<th valign="middle" align="center">Biomarker changes in pancreatic cancer</th>
<th valign="middle" align="center">Clinical Relevance/Overall Indication</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CD4 T cells</td>
<td valign="top" align="left">CD4 level increases with CYT107 treatment (<xref ref-type="bibr" rid="B53">53</xref>).<break/>Having higher baseline CD4 may respond better for combinational anti-angiogenesis and immunotherapy in advanced triple-negative breast cancer (<xref ref-type="bibr" rid="B91">91</xref>).<break/>CD4 was not associated with distant disease-free survival (<xref ref-type="bibr" rid="B71">71</xref>).</td>
<td valign="top" align="left">High proportion of CD4 indicate longer overall survival (<xref ref-type="bibr" rid="B39">39</xref>).<break/>The accumulation of CD4+ cells correlated with survival benefits (<xref ref-type="bibr" rid="B24">24</xref>).<break/>CD4 level increased with BL-4080 treatment (<xref ref-type="bibr" rid="B25">25</xref>).<break/>CD4 increases with PF-04136309 treatment (<xref ref-type="bibr" rid="B42">42</xref>).<break/>Study demonstrated no difference (<xref ref-type="bibr" rid="B95">95</xref>).</td>
<td valign="top" align="left">Higher CD4 levels indicate better outcome/response to treatment in most studies.</td>
</tr>
<tr>
<td valign="top" align="left">CD8+T cells</td>
<td valign="top" align="left">Increased CD8 level with CYT107 treatment (<xref ref-type="bibr" rid="B53">53</xref>).<break/>Increase of tumor-infiltrating CD8+ T cell during therapy was associated with higher objective response rate (<xref ref-type="bibr" rid="B91">91</xref>).<break/>Increased CD8 level with neoadjuvant chemotherapy (<xref ref-type="bibr" rid="B27">27</xref>).<break/>No significant change (<xref ref-type="bibr" rid="B74">74</xref>).</td>
<td valign="top" align="left">CD8 level increases with Reolysin treatment (<xref ref-type="bibr" rid="B41">41</xref>).<break/>High CD8 associated with patients survival (<xref ref-type="bibr" rid="B24">24</xref>).<break/>CD8 level increases with BL-8040 treatment (<xref ref-type="bibr" rid="B25">25</xref>).<break/>Increased CD8 level with FOLFIRINOX treatment (<xref ref-type="bibr" rid="B42">42</xref>).<break/>No difference (<xref ref-type="bibr" rid="B95">95</xref>).</td>
<td valign="top" align="left">Higher CD8 level indicates better outcome, and several therapeutics demonstrated ability to increase the level of CD8 cells.</td>
</tr>
<tr>
<td valign="top" align="left">CRP</td>
<td valign="top" align="left">Adjuvant radiotherapy reduced plasma CRP (<xref ref-type="bibr" rid="B78">78</xref>).<break/>Synbiotic supplementation resulted in significant reduction in hs-CRP (<xref ref-type="bibr" rid="B93">93</xref>).</td>
<td valign="top" align="left">Patients with liver metastases had higher CRP (<xref ref-type="bibr" rid="B36">36</xref>).</td>
<td valign="top" align="left">Lower CRP level may indicate better outcomes, and certain treatment found to decrease level.</td>
</tr>
<tr>
<td valign="top" align="left">IDO-1</td>
<td valign="top" align="left">Decreased level of IDO-1 may indicate improved disease outcome (<xref ref-type="bibr" rid="B87">87</xref>).</td>
<td valign="top" align="left">Lower level of IDO-1 links the marker to possible detection of reduced disease progression in pancreatic cancer patients (<xref ref-type="bibr" rid="B94">94</xref>).</td>
<td valign="top" align="left">Lower level of IDO-1 indicate better disease outcome and can track disease status.</td>
</tr>
<tr>
<td valign="top" align="left">IL-1&#x3b2;</td>
<td valign="top" align="left">No differences in IL-1&#x3b2; level after regional anesthesia of radical mastectomy (<xref ref-type="bibr" rid="B69">69</xref>).</td>
<td valign="top" align="left">No significant differences (<xref ref-type="bibr" rid="B95">95</xref>).</td>
<td valign="top" align="left">No change or indication from current studies.</td>
</tr>
<tr>
<td valign="top" align="left">IL-2</td>
<td valign="top" align="left">IL-2 was significantly lower with treatment (<xref ref-type="bibr" rid="B73">73</xref>).</td>
<td valign="top" align="left">Patient with high IL-2 levels in their sera showed a worse overall survival (<xref ref-type="bibr" rid="B24">24</xref>).</td>
<td valign="top" align="left">Lower level of IL-2 may indicate better outcome and treatment can lower marker.</td>
</tr>
<tr>
<td valign="top" align="left">IL-6</td>
<td valign="top" align="left">IL-6 decreased with treatment (<xref ref-type="bibr" rid="B84">84</xref>).<break/>IL-6 decrease with treatment (<xref ref-type="bibr" rid="B73">73</xref>).<break/>IL-6 reduced (<xref ref-type="bibr" rid="B77">77</xref>).<break/>After RT-HIlT, IL-6 is less pronounced, reduced chemotherapy induced inflammation (<xref ref-type="bibr" rid="B89">89</xref>).<break/>No significant changes (<xref ref-type="bibr" rid="B88">88</xref>).<break/>Not a major marker in mediating sleep outcomes (<xref ref-type="bibr" rid="B52">52</xref>).<break/>No differences (<xref ref-type="bibr" rid="B69">69</xref>).<break/>No clear association (<xref ref-type="bibr" rid="B70">70</xref>).</td>
<td valign="top" align="left">IL-6 decreased with treatment (<xref ref-type="bibr" rid="B38">38</xref>).<break/>Decreased IL-6 (<xref ref-type="bibr" rid="B94">94</xref>).<break/>Higher IL-6 related to poorer overall survival (<xref ref-type="bibr" rid="B39">39</xref>).<break/>IL-6 negatively and significantly associated with disease control rate (<xref ref-type="bibr" rid="B41">41</xref>).<break/>No differences (<xref ref-type="bibr" rid="B40">40</xref>).</td>
<td valign="top" align="left">Lower IL-6 indicates better prognosis (overall survival) for the majority of trials reviewed.</td>
</tr>
<tr>
<td valign="top" align="left">IL-8</td>
<td valign="top" align="left">Patients with lower baseline plasma levels of IL-8 were more likely to respond to treatment and showed a longer overall survival (<xref ref-type="bibr" rid="B91">91</xref>).<break/>Level of IL-8 was significantly lower after San Huang decoction treatment (<xref ref-type="bibr" rid="B73">73</xref>).<break/>Lower plasma IL-8 during chemotherapy can predict excellent long-term survival (<xref ref-type="bibr" rid="B81">81</xref>).</td>
<td valign="top" align="left">Long-term low levels of plasma IL-8 during chemo-immunotherapy may be prognostic markers of clinical outcomes because elevated levels of circulating IL-8 are associated with poorer outcome (<xref ref-type="bibr" rid="B37">37</xref>).<break/>Lower IL-8 was significantly associated with overall survival (<xref ref-type="bibr" rid="B38">38</xref>).<break/>Increases in IL-8 was significantly associated with higher hazard of progression (<xref ref-type="bibr" rid="B41">41</xref>).<break/>High IL-8 showed poor survival (<xref ref-type="bibr" rid="B36">36</xref>).<break/>Mice bearing shTAK1 tumors had significantly lower plasma levels of IL-8 and experienced a significant reduction in tumor growth if treated with nal-IRI (<xref ref-type="bibr" rid="B44">44</xref>).</td>
<td valign="top" align="left">Lower level of IL-8 indicate better survival.</td>
</tr>
<tr>
<td valign="top" align="left">IL-6/IL-8 ratio</td>
<td valign="top" align="left">IL6/IL8 ratio larger than 2.0 induced cellular proliferation of MCF-7 (breast cancer transformed cell line) - more cancer cell proliferation, worse disease prognosis (<xref ref-type="bibr" rid="B60">60</xref>).</td>
<td valign="top" align="left">Chemo-immunotherapy decreased IL6/IL8 ratio, which improves disease outcomes (<xref ref-type="bibr" rid="B37">37</xref>).</td>
<td valign="top" align="left">High IL6/IL8 ratio may indicate worse cancer outcome.</td>
</tr>
<tr>
<td valign="top" align="left">IL-10</td>
<td valign="top" align="left">Intervention group (anti-inflammatory dietary intervention) participants had higher level of IL-10 (<xref ref-type="bibr" rid="B63">63</xref>).</td>
<td valign="top" align="left">Patients with detectable IL-10 had a better survival rate compared with patients without IL-10 in the serum (<xref ref-type="bibr" rid="B42">42</xref>).<break/>IL-10 was upregulated with treatment FOLFIRINOX (<xref ref-type="bibr" rid="B24">24</xref>).</td>
<td valign="top" align="left">Higher IL-10 levels can be achieved with treatment, indicates better outcome.</td>
</tr>
<tr>
<td valign="top" align="left">Natural Killer (NK) cells</td>
<td valign="top" align="left">NK cells increased with treatment, which improved cellular immunity (<xref ref-type="bibr" rid="B62">62</xref>).<break/>Significantly increased level of NK cells in HER2 positive patients (<xref ref-type="bibr" rid="B27">27</xref>).<break/>NK cell activity increased significantly within the mindfulness-based stress reduction group (<xref ref-type="bibr" rid="B29">29</xref>).</td>
<td valign="top" align="left">High NK cells level was associated with patient survival (<xref ref-type="bibr" rid="B24">24</xref>).</td>
<td valign="top" align="left">High NK cell level might indicate better outcomes and is responsive to inflammation-reducing non-drug therapy.</td>
</tr>
<tr>
<td valign="top" align="left">VEGF</td>
<td valign="top" align="left">VEGF was increased in the drainage fluids of patients treated with sapylin (<xref ref-type="bibr" rid="B76">76</xref>).</td>
<td valign="top" align="left">VEGF increases in patients receiving pelareorep + carboplatin/paclitaxel regimen (increased level of immuno supression) (<xref ref-type="bibr" rid="B41">41</xref>).</td>
<td valign="top" align="left">VEGF increases with treatment, likely indicating poorer outcomes.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>c-Reactive Protein (CRP); high specificity, (hs-); Indoleamine-pyrrole 2,3-dioxygenase, (IDO); Interleukin, (IL); tumor necrosis factor alpha, (TNF-a); and vascular endothelial growth factor, (VEGF). References are indicated in [].</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Besides the studies that have demonstrated utility in measuring both IL-6 and IL-8 individually in breast cancer and pancreatic cancer, the IL6/IL8 ratio is also an important factor that is currently being used to indicate disease outcomes. Studies included in our review shown on <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>, are consistent in both cancer types that having a high IL6/IL8 ratio may indicate worse cancer outcome. Considering breast cancer alone, a study analyzing the role of IL6/IL8 ratio on cell proliferation, researchers showed having an IL6/IL8 ratio larger than 2.0 will induced cellular growth in a transformed cell line (<xref ref-type="bibr" rid="B60">60</xref>). For pancreatic cancer, after analyzing plasma IL6/IL8 levels in patients receiving chemoimmunotherapy, improved disease outcome was showed by treatment-induced IL6/IL8 decrease (<xref ref-type="bibr" rid="B37">37</xref>). Because the individual IL-6 and IL-8 markers show similar clinical significance related to disease progression and survival outcomes in both cancer types, and more importantly their corresponding IL-6/IL-8 ratio does also; examples like these strengthen our premise that comparing clinically relevant inflammatory biomarkers in breast cancer can inform on potentially relevant inflammatory markers in pancreatic cancer that have yet to reach the realm of clinical utility.</p>
<p>Another emerging inflammatory biomarker identified in studies of both breast and pancreatic cancer was IDO-1, again related to tryptophan metabolism. The results for IDO-1 were actually consistent in both types of cancers. Although the conclusions are very limited at this point, because we only had one study for each disease type that mentioned it in this review. In the breast cancer study, investigators directly measured the level of IDO-1 (<xref ref-type="bibr" rid="B87">87</xref>). In contrast, for pancreatic cancer it was measured indirectly (<xref ref-type="bibr" rid="B94">94</xref>); but both studies demonstrated that a lower level of IDO-1 associated with better disease outcomes. Thus, at this point, IDO-1 can be a potentially effective treatment target for both cancers, but further research is clearly needed to determine the validity of these initial findings. Since breast cancer is more well-understood and more people are diagnosed with the disease compared to pancreatic cancer, more research previously performed on breast cancer models and in study trials with patient participants that have identified and validated biomarkers, can be a wealthy resource from which to further explore relevance and effectiveness in pancreatic cancer.</p>
<p>Chemokine ligand 2 (CCL2) is a chemokine produced by osteoblasts and has important roles in cancer pathogenesis. Previous research has shown that an upregulation of the ratio of CCL2 to it receptor (CCL2/CCR2) in another hormonally-responsive cancer - prostate cancer - was associated with advancement of disease, metastasis and relapse (<xref ref-type="bibr" rid="B117">117</xref>). In breast cancer, a specific increase of CCL2 alone is also associated with cancer metastasis promotion; and when CCL2 was found overexpressed in breast cancer tissues, those patients had a poorer prognosis (<xref ref-type="bibr" rid="B84">84</xref>). These and similar findings led researchers to investigate whether CCL2 inhibition could be a feasible treatment target, and resulting tests with propagermanium (PG, a CCR2 inhibitor) (<xref ref-type="bibr" rid="B118">118</xref>, <xref ref-type="bibr" rid="B119">119</xref>) did in fact demonstrate great effectiveness for preventing metastasis, translating to improved breast cancer outcomes (<xref ref-type="bibr" rid="B84">84</xref>). Using a comparable strategy to improve pancreatic cancer outcomes was not as clear-cut, when Noel and colleagues used a different type of small molecule antagonist inhibitor of CCR2, under a phase 1b study of combined treatment with nab-paclitaxel/gemcitabine in metastatic pancreatic cancer patients. Here, while they achieved a decrease of CD14+CCR2+ inflammatory monocytes in the peripheral blood samples, only 2 of 21 patients had a decrease CCR2+ tumor associated macrophages (<xref ref-type="bibr" rid="B45">45</xref>). Unfortunately, this response was not considered as significant efficacy compared to only using nab-paclitaxel and gemcitabine (<xref ref-type="bibr" rid="B45">45</xref>). Additional studies that use other therapeutics to inhibit CCL2 either alone or indirectly by targeting the CCR2 to diminish the ratio, as with the alternative medicinal inhibitory organometallic compound PG, might be needed to confirm whether CCL2 is an important contributor to disease indication or outcome in pancreatic cancer. We suggest the most obvious path should begin with trying drugs that have already shown efficacy in breast cancer trials.</p>
<p>Leptin is &#x201c;a mediator of adipose tissue endocrine functions, such as appetite control and energy homeostasis. Leptin signaling is involved in several physiological processes as modulation of innate and adaptive immune responses and regulation of sex hormone levels (<xref ref-type="bibr" rid="B120">120</xref>, <xref ref-type="bibr" rid="B121">121</xref>). Moreover, leptin is important in both initiating and fostering disease progression through its links to an obesogenic environment which allow deleterious crosstalk between three other mechanisms in addition to adipose-derived chronic inflammation, including the interplay with the leptin receptor, dysfunction in endocrine regulation of the sex hormones, as well as the altered signaling networks triggered by elevated levels of circulating insulin and IGF-1 receptors (<xref ref-type="bibr" rid="B122">122</xref>). High leptin production caused by the dysfunction of or excess adipose tissue is often seen in obesity and cancer, notably in breast cancer (<xref ref-type="bibr" rid="B123">123</xref>). Based on the inclusion criteria for this review, two papers identified leptin measurement as a useful breast cancer inflammatory biomarker, particularly in relation to exercise (<xref ref-type="bibr" rid="B88">88</xref>) or loss of body fat (<xref ref-type="bibr" rid="B64">64</xref>), and the potential for these two factors to decrease of leptin levels, resulting in improved the disease outcome. In the study that analyzed the effect of exercise on localized breast cancer, although leptin was decreased in both the intervention group and control group (i.e., with no significant difference in biomarker levels between groups), authors pointed out that high leptin level and low adiponectin level were also associated with increased risk of breast cancer recurrence and mortality (<xref ref-type="bibr" rid="B88">88</xref>). Thus, besides leptin alone, the adiponectin/leptin ratio is also associated with indication of breast cancer progression (<xref ref-type="bibr" rid="B123">123</xref>). A multiethnic case-control study further demonstrated that a reduced adiponectin/leptin ratio was associated with increased risk of postmenopausal breast cancer, which was also shown in preclinical models (<xref ref-type="bibr" rid="B124">124</xref>). Regarding the other study for this review, which supports these findings, researchers also made extra note of the relationship between leptin and body fat distribution, as a mediator of exercise intervention, and clearly demonstrated that the loss of intra-abdominal fat was associated primarily with the decrease in leptin level (<xref ref-type="bibr" rid="B64">64</xref>). Due to the characteristic of adiponectin/leptin ratio in obesity in general, there is strong possibility that the ratio would also serve as an excellent marker for pancreatic cancer, similar to IL-6/IL-8 ratio, for tracking inflammation for clinical purposes. Future studies should focus on whether leptin alone or the adiponectin/leptin ratio is diagnostic or useful for treatment or survival indications for pancreatic adenocarcinoma patients, and especially ones who also have the co-morbid condition of obesity.</p>
<p>Matrix metalloproteinases (MMPs) are a class of zinc-dependent proteins that play important roles in the breakdown of extracellular matrix and participate in various physiological and pathological processes such as inflammation and cancer metastasis (<xref ref-type="bibr" rid="B125">125</xref>). In the two studies that measured and found indications for MMPs breast cancer outcomes; the first explored the effect of a novel non-steroidal anti-inflammatory drug (NSAID), &#x3b2;-D-Mannuronic acid (M2000), on gene expression in breast cancer patients, where researchers found that NSAID use reduced the levels of MMP-2 and MMP-9 gene expression (<xref ref-type="bibr" rid="B75">75</xref>). Both proteins play a role in promoting tumorigenesis and metastasis, thus the treatment and resulting reduction in biomarker levels indicated improvement of disease outcome. Other studies beyond those selected for review also support this finding, where the overexpression of MMP2- and MMP-9 has been associated previously with advanced clinical stage and histological grade (<xref ref-type="bibr" rid="B125">125</xref>). In addition to MMP-2 and MMP-9, MMP-1 has also been used as an accurate marker in a three markers scores model, including MMP-1, hepatocyte growth factor, and chemokine ligand 5, to predict axillary lymph node metastasis (LNM) positivity in breast cancer patients (<xref ref-type="bibr" rid="B65">65</xref>). Although it was independently associated with lymph node metastatic spread, only the LNM score (LNMS) based on the combination of the markers significantly predicted whether a patient would be considered as having low risk for positive nodes (LNMS=0) up to having high risk for positive nodes (LNMS&#x2265;2). Regarding utility in pancreatic cancer, most recent evidence analyzing a panel of collagen-cleaving MMPs showed that high mRNA expression of the MMPs is associated with poor survival (<xref ref-type="bibr" rid="B126">126</xref>). Based on its characteristic function of matrix breakdown and established evidence in breast and other cancers to contribute to metastatic spread, MMPs will likely soon emerge as clinically useful markers in pancreatic cancer; where they may be of specific use in earlier detection, as most pancreatic cancer is detected in later stages or when metastasis has already occurred. <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> represents a quick reference to cancer-specific, over-lapping cancer inflammatory biomarkers, as well as those that might be useful in pancreatic cancer.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Clinically relevant inflammatory biomarkers in breast and pancreatic cancers. Markers in each sphere of the Venn diagram have been validated in many clinical trials to show clinical utility for diagnosis, prognosis and/or disease outcome indications for treatment or survival in breast and/or pancreatic cancers. Additional breast cancer-specific markers highlighted within the box represent ones that may also show usefulness for pancreatic cancer.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-14-1106520-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s4_2" sec-type="conclusions">
<label>4.2</label>
<title>Conclusion</title>
<p>In conclusion, breast cancer and pancreatic cancer are two distinctive cancer types with several common characteristics in aspects of gene, hormone, and inflammatory biomarkers such as IL-6, CD4 or CD8 cells, VEGF and IDO-1. Overall, the similarity in how both types of cancers respond to or result in further disruptive inflammatory signaling, which points to a list of biomarkers that have been shown useful in diagnosis, prognosis and treatment or survival outcomes strengthens the similarity between them. Further, it supports a strategy of investigating markers to date, only found clinically useful in breast cancer, to provide clues for expanding the knowledge-base for developing the same or more useful diagnostic and treatment measurement inflammatory biomarkers in pancreatic cancer. More research is needed in exploring the common ground for both breast cancer and pancreatic cancer, and this review helps serve as a roadmap to conceivably do the same in other endocrine-regulated cancers.</p>
</sec>
</sec>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>JP and DS conceived of the review topic. JP and DS outlined the content for the review. JP performed the systematic literature search. SM, AC and DS performed fact checking for the included references. JP drafted the manuscript. JP and DS revised the manuscript, all authors critically reviewed, made final revisions and approved the submitted version of the manuscript.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the UNC-Chapel Hill Nutrition Research Institute (NRI) Faculty Investment Program (DS).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The coauthors would like to acknowledge the inspiration for this work, being the lives of loved ones sadly lost to cancer: <italic>Zhenji W., Mike D., Tommy D., William G., Hugh D., Margaret G., Marcy H., Vincent G., Bill G., Justice K.</italic> and <italic>Kathleen D.</italic>; as well as those who fearlessly live on: <italic>Ashley P., Jessica H., Hank H., Craig W., Kenny O., Buddy J., Betty S., Ruth R., Douglas S., Jonnie S., Donald S., Connie V.</italic> and Mrs. <italic>Deena</italic>.</p>
</ack>
<sec id="s7" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s8" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s9" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fendo.2023.1106520/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fendo.2023.1106520/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Summary of all studies included in review, with details for study design, demographics and conclusions. NA (not applicable), wk (week/weeks), PDAC (pancreatic ductal adenocarcinoma) and ELISA (enzyme-linked immunosorbent assay).</p>
</caption>
</supplementary-material>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>Organization WH</collab>
</person-group>. <source>Breast cancer world health organization website: world health organization</source> (<year>2021</year>). Available at: <uri xlink:href="https://www.who.int/news-room/fact-sheets/detail/breast-cancer">https://www.who.int/news-room/fact-sheets/detail/breast-cancer</uri>.</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>Cancer Stat Facts: Female Breast Cancer National Cancer Institute Surveillance</collab>
</person-group>. <source>Epidemiology, and end result program: NIH</source> (<year>2022</year>). Available at: <uri xlink:href="https://seer.cancer.gov/statfacts/html/breast.html">https://seer.cancer.gov/statfacts/html/breast.html</uri>.</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>Campaign BYB</collab>
</person-group>. <source>Hereditary breast cancer and BRCA genes: CDC</source> (<year>2021</year>). Available at: <uri xlink:href="https://www.cdc.gov/cancer/breast/young_women/bringyourbrave/hereditary_breast_cancer/index.htm#:~:text=and%20BRCA%20Genes-,Hereditary%20Breast%20and%20Ovarian%20Cancer,from%20your%20mother%20or%20father">https://www.cdc.gov/cancer/breast/young_women/bringyourbrave/hereditary_breast_cancer/index.htm#:~:text=and%20BRCA%20Genes-,Hereditary%20Breast%20and%20Ovarian%20Cancer,from%20your%20mother%20or%20father</uri>.</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Varol</surname> <given-names>U</given-names>
</name>
<name>
<surname>Kucukzeybek</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Alacacioglu</surname> <given-names>A</given-names>
</name>
<name>
<surname>Somali</surname> <given-names>I</given-names>
</name>
<name>
<surname>Altun</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Aktas</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>BRCA genes: BRCA 1 and BRCA 2</article-title>. <source>J BUON</source> (<year>2018</year>) <volume>23</volume>(<issue>4</issue>):<page-range>862&#x2013;6</page-range>.</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shiovitz</surname> <given-names>S</given-names>
</name>
<name>
<surname>Korde</surname> <given-names>LA</given-names>
</name>
</person-group>. <article-title>Genetics of breast cancer: a topic in evolution</article-title>. <source>Ann Oncol</source> (<year>2015</year>) <volume>26</volume>(<issue>7</issue>):<page-range>1291&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1093/annonc/mdv022</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>International WCRF</collab>
</person-group>. <source>Pancreatic CancerStatistics</source> (<year>2022</year>). Available at: <uri xlink:href="https://www.wcrf.org/cancer-trends/pancreatic-cancer-statistics/">https://www.wcrf.org/cancer-trends/pancreatic-cancer-statistics/</uri>.</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rawla</surname> <given-names>P</given-names>
</name>
<name>
<surname>Sunkara</surname> <given-names>T</given-names>
</name>
<name>
<surname>Gaduputi</surname> <given-names>V</given-names>
</name>
</person-group>. <article-title>Epidemiology of pancreatic cancer: global trends, etiology and risk factors</article-title>. <source>World J Oncol</source> (<year>2019</year>) <volume>10</volume>(<issue>1</issue>):<fpage>10</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.14740/wjon1166</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fazio</surname> <given-names>N</given-names>
</name>
<name>
<surname>Martini</surname> <given-names>JF</given-names>
</name>
<name>
<surname>Croitoru</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Schenker</surname> <given-names>M</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S</given-names>
</name>
<name>
<surname>Rosbrook</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Pharmacogenomic analyses of sunitinib in patients with pancreatic neuroendocrine tumors</article-title>. <source>Future Oncol</source> (<year>2019</year>) <volume>15</volume>(<issue>17</issue>):<fpage>1997</fpage>&#x2013;<lpage>2007</lpage>. doi: <pub-id pub-id-type="doi">10.2217/fon-2018-0934</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klein</surname> <given-names>AP</given-names>
</name>
</person-group>. <article-title>Genetic susceptibility to pancreatic cancer</article-title>. <source>Mol Carcinog</source> (<year>2012</year>) <volume>51</volume>(<issue>1</issue>):<fpage>14</fpage>&#x2013;<lpage>24</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mc.20855</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>YP</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Advancement in treatment and diagnosis of pancreatic cancer with radiopharmaceuticals</article-title>. <source>World J Gastrointest Oncol</source> (<year>2016</year>) <volume>8</volume>(<issue>2</issue>):<page-range>165&#x2013;72</page-range>. doi: <pub-id pub-id-type="doi">10.4251/wjgo.v8.i2.165</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Idachaba</surname> <given-names>S</given-names>
</name>
<name>
<surname>Dada</surname> <given-names>O</given-names>
</name>
<name>
<surname>Abimbola</surname> <given-names>O</given-names>
</name>
<name>
<surname>Olayinka</surname> <given-names>O</given-names>
</name>
<name>
<surname>Uma</surname> <given-names>A</given-names>
</name>
<name>
<surname>Olunu</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>A review of pancreatic cancer: epidemiology, genetics, screening, and management</article-title>. <source>Open Access Maced J Med Sci</source> (<year>2019</year>) <volume>7</volume>(<issue>4</issue>):<page-range>663&#x2013;71</page-range>. doi: <pub-id pub-id-type="doi">10.3889/oamjms.2019.104</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maitra</surname> <given-names>A</given-names>
</name>
<name>
<surname>Hruban</surname> <given-names>RH</given-names>
</name>
</person-group>. <article-title>Pancreatic cancer</article-title>. <source>Annu Rev Pathol</source> (<year>2008</year>) <volume>3</volume>:<page-range>157&#x2013;88</page-range>. doi: <pub-id pub-id-type="doi">10.1146/annurev.pathmechdis.3.121806.154305</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rosen</surname> <given-names>MN</given-names>
</name>
<name>
<surname>Goodwin</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Vickers</surname> <given-names>MM</given-names>
</name>
</person-group>. <article-title>BRCA mutated pancreatic cancer: a change is coming</article-title>. <source>World J Gastroenterol</source> (<year>2021</year>) <volume>27</volume>(<issue>17</issue>):<page-range>1943&#x2013;58</page-range>. doi: <pub-id pub-id-type="doi">10.3748/wjg.v27.i17.1943</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Group</surname> <given-names>ECW</given-names>
</name>
</person-group>. <article-title>Hormones and breast cancer</article-title>. <source>Hum Reprod Update</source> (<year>2004</year>) <volume>10</volume>(<issue>4</issue>):<page-range>281&#x2013;93</page-range>. doi: <pub-id pub-id-type="doi">10.1093/humupd/dmh025</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Andren-Sandberg</surname> <given-names>A</given-names>
</name>
<name>
<surname>Hoem</surname> <given-names>D</given-names>
</name>
<name>
<surname>Backman</surname> <given-names>PL</given-names>
</name>
</person-group>. <article-title>Other risk factors for pancreatic cancer: hormonal aspects</article-title>. <source>Ann Oncol</source> (<year>1999</year>) <volume>10</volume>(<supplement>Suppl 4</supplement>):<page-range>131&#x2013;5</page-range>. doi: <pub-id pub-id-type="doi">10.1093/annonc/10.suppl_4.S131</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Katzenellenbogen</surname> <given-names>BS</given-names>
</name>
</person-group>. <article-title>Mechanisms of action and cross-talk between estrogen receptor and progesterone receptor pathways</article-title>. <source>J Soc Gynecol Investig</source> (<year>2000</year>) <volume>7</volume>(<supplement>1 Suppl</supplement>):<page-range>S33&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1016/S1071-5576(99)00058-1</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kang</surname> <given-names>C</given-names>
</name>
<name>
<surname>LeRoith</surname> <given-names>D</given-names>
</name>
<name>
<surname>Gallagher</surname> <given-names>EJ</given-names>
</name>
</person-group>. <article-title>Diabetes, obesity, and breast cancer</article-title>. <source>Endocrinol</source> (<year>2018</year>) <volume>159</volume>(<issue>11</issue>):<page-range>3801&#x2013;12</page-range>. doi: <pub-id pub-id-type="doi">10.1210/en.2018-00574</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shadhu</surname> <given-names>K</given-names>
</name>
<name>
<surname>Xi</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Inflammation and pancreatic cancer: an updated review</article-title>. <source>Saudi J Gastroenterol</source> (<year>2019</year>) <volume>25</volume>(<issue>1</issue>):<fpage>3</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.4103/sjg.SJG_390_18</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Padoan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Plebani</surname> <given-names>M</given-names>
</name>
<name>
<surname>Basso</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Inflammation and pancreatic cancer: focus on metabolism, cytokines, and immunity</article-title>. <source>Int J Mol Sci</source> (<year>2019</year>) <volume>20</volume>(<issue>3</issue>):<fpage>676</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms20030676</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Danforth</surname> <given-names>DN</given-names>
</name>
</person-group>. <article-title>The role of chronic inflammation in the development of breast cancer</article-title>. <source>Cancers (Basel)</source> (<year>2021</year>) <volume>13</volume>(<issue>15</issue>):<fpage>3918</fpage>. doi: <pub-id pub-id-type="doi">10.3390/cancers13153918</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kruger</surname> <given-names>D</given-names>
</name>
<name>
<surname>Yako</surname> <given-names>YY</given-names>
</name>
<name>
<surname>Devar</surname> <given-names>J</given-names>
</name>
<name>
<surname>Lahoud</surname> <given-names>N</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Inflammatory cytokines and combined biomarker panels in pancreatic ductal adenocarcinoma: enhancing diagnostic accuracy</article-title>. <source>PloS One</source> (<year>2019</year>) <volume>14</volume>(<issue>8</issue>):<elocation-id>e0221169</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0221169</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wattenberg</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Herrera</surname> <given-names>VM</given-names>
</name>
<name>
<surname>Giannone</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Gladney</surname> <given-names>WL</given-names>
</name>
<name>
<surname>Carpenter</surname> <given-names>EL</given-names>
</name>
<name>
<surname>Beatty</surname> <given-names>GL</given-names>
</name>
</person-group>. <article-title>Systemic inflammation is a determinant of outcomes of CD40 agonist-based therapy in pancreatic cancer patients</article-title>. <source>JCI Insight</source> (<year>2021</year>) <volume>6</volume>(<issue>5</issue>). doi: <pub-id pub-id-type="doi">10.1172/jci.insight.145389</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hanahan</surname> <given-names>D</given-names>
</name>
<name>
<surname>Weinberg</surname> <given-names>RA</given-names>
</name>
</person-group>. <article-title>Hallmarks of cancer: the next generation</article-title>. <source>Cell</source> (<year>2011</year>) <volume>144</volume>(<issue>5</issue>):<page-range>646&#x2013;74</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2011.02.013</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karakhanova</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ryschich</surname> <given-names>E</given-names>
</name>
<name>
<surname>Mosl</surname> <given-names>B</given-names>
</name>
<name>
<surname>Harig</surname> <given-names>S</given-names>
</name>
<name>
<surname>J&#xe4;ger</surname> <given-names>D</given-names>
</name>
<name>
<surname>Schmidt</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognostic and predictive value of immunological parameters for chemoradioimmunotherapy in patients with pancreatic adenocarcinoma</article-title>. <source>Br J Cancer</source> (<year>2015</year>) <volume>112</volume>(<issue>6</issue>):<page-range>1027&#x2013;36</page-range>. doi: <pub-id pub-id-type="doi">10.1038/bjc.2015.72</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bockorny</surname> <given-names>B</given-names>
</name>
<name>
<surname>Semenisty</surname> <given-names>V</given-names>
</name>
<name>
<surname>Macarulla</surname> <given-names>T</given-names>
</name>
<name>
<surname>Borazanci</surname> <given-names>E</given-names>
</name>
<name>
<surname>Wolpin</surname> <given-names>BM</given-names>
</name>
<name>
<surname>Stemmer</surname> <given-names>SM</given-names>
</name>
<etal/>
</person-group>. <article-title>BL-8040, a CXCR4 antagonist, in combination with pembrolizumab and chemotherapy for pancreatic cancer: the COMBAT trial</article-title>. <source>Nat Med</source> (<year>2020</year>) <volume>26</volume>(<issue>6</issue>):<page-range>878&#x2013;85</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41591-020-0880-x</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Catania</surname> <given-names>C</given-names>
</name>
<name>
<surname>Maur</surname> <given-names>M</given-names>
</name>
<name>
<surname>Berardi</surname> <given-names>R</given-names>
</name>
<name>
<surname>Rocca</surname> <given-names>A</given-names>
</name>
<name>
<surname>Giacomo</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Spitaleri</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>The tumor-targeting immunocytokine F16-IL2 in combination with doxorubicin: dose escalation in patients with advanced solid tumors and expansion into patients with metastatic breast cancer</article-title>. <source>Cell Adh Migr</source> (<year>2015</year>) <volume>9</volume>(<issue>1-2</issue>):<fpage>14</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.4161/19336918.2014.983785</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muraro</surname> <given-names>E</given-names>
</name>
<name>
<surname>Comaro</surname> <given-names>E</given-names>
</name>
<name>
<surname>Talamini</surname> <given-names>R</given-names>
</name>
<name>
<surname>Turchet</surname> <given-names>E</given-names>
</name>
<name>
<surname>Miolo</surname> <given-names>G</given-names>
</name>
<name>
<surname>Scalone</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Improved natural killer cell activity and retained anti-tumor CD8(+) T cell responses contribute to the induction of a pathological complete response in HER2-positive breast cancer patients undergoing neoadjuvant chemotherapy</article-title>. <source>J Transl Med</source> (<year>2015</year>) <volume>13</volume>:<fpage>204</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12967-015-0567-0</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Makhoul</surname> <given-names>I</given-names>
</name>
<name>
<surname>Griffin</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>E</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>J</given-names>
</name>
<name>
<surname>Dhakal</surname> <given-names>I</given-names>
</name>
<name>
<surname>Raj</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>High-circulating Tie2 is associated with pathologic complete response to chemotherapy and antiangiogenic therapy in breast cancer</article-title>. <source>Am J Clin Oncol</source> (<year>2016</year>) <volume>39</volume>(<issue>3</issue>):<page-range>248&#x2013;54</page-range>. doi: <pub-id pub-id-type="doi">10.1097/COC.0000000000000046</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kenne Sarenmalm</surname> <given-names>E</given-names>
</name>
<name>
<surname>M&#xe5;rtensson</surname> <given-names>LB</given-names>
</name>
<name>
<surname>Andersson</surname> <given-names>BA</given-names>
</name>
<name>
<surname>Karlsson</surname> <given-names>P</given-names>
</name>
<name>
<surname>Bergh</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>Mindfulness and its efficacy for psychological and biological responses in women with breast cancer</article-title>. <source>Cancer Med</source> (<year>2017</year>) <volume>6</volume>(<issue>5</issue>):<page-range>1108&#x2013;22</page-range>. doi: <pub-id pub-id-type="doi">10.1002/cam4.1052</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>X</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>H</given-names>
</name>
<name>
<surname>Qi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>Q</given-names>
</name>
<etal/>
</person-group>. <article-title>Binding of circulating anti-MUC1 antibody and serum MUC1 antigen in stage IV breast cancer</article-title>. <source>Mol Med Rep</source> (<year>2017</year>) <volume>15</volume>(<issue>5</issue>):<page-range>2659&#x2013;64</page-range>. doi: <pub-id pub-id-type="doi">10.3892/mmr.2017.6323</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vidula</surname> <given-names>N</given-names>
</name>
<name>
<surname>Yau</surname> <given-names>C</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<name>
<surname>Esserman</surname> <given-names>LJ</given-names>
</name>
<name>
<surname>Rugo</surname> <given-names>HS</given-names>
</name>
</person-group>. <article-title>Receptor activator of nuclear factor kappa b (RANK) expression in primary breast cancer correlates with recurrence-free survival and development of bone metastases in I-SPY1 (CALGB 150007/150012; ACRIN 6657)</article-title>. <source>Breast Cancer Res Treat</source> (<year>2017</year>) <volume>165</volume>(<issue>1</issue>):<page-range>129&#x2013;38</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s10549-017-4318-1</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pantano</surname> <given-names>F</given-names>
</name>
<name>
<surname>Rossi</surname> <given-names>E</given-names>
</name>
<name>
<surname>Iuliani</surname> <given-names>M</given-names>
</name>
<name>
<surname>Facchinetti</surname> <given-names>A</given-names>
</name>
<name>
<surname>Simonetti</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ribelli</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Dynamic changes of receptor activator of nuclear factor-&#x3ba;B expression in circulating tumor cells during denosumab predict treatment effectiveness in metastatic breast cancer</article-title>. <source>Sci Rep</source> (<year>2020</year>) <volume>10</volume>(<issue>1</issue>):<fpage>1288</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-020-58339-2</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cuenca-Mic&#xf3;</surname> <given-names>O</given-names>
</name>
<name>
<surname>Delgado-Gonz&#xe1;lez</surname> <given-names>E</given-names>
</name>
<name>
<surname>Anguiano</surname> <given-names>B</given-names>
</name>
<name>
<surname>Vaca-Paniagua</surname> <given-names>F</given-names>
</name>
<name>
<surname>Medina-Rivera</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rodr&#xed;guez-Dorantes</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Effects of molecular Iodine/Chemotherapy in the immune component of breast cancer tumoral microenvironment</article-title>. <source>Biomolecules</source> (<year>2021</year>) <volume>11</volume>(<issue>10</issue>):<fpage>1501</fpage>. doi: <pub-id pub-id-type="doi">10.3390/biom11101501</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smyth</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Piha-Paul</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Won</surname> <given-names>HH</given-names>
</name>
<name>
<surname>Schram</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Saura</surname> <given-names>C</given-names>
</name>
<name>
<surname>Loi</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficacy and determinants of response to HER kinase inhibition in HER2-mutant metastatic breast cancer</article-title>. <source>Cancer Discovery</source> (<year>2020</year>) <volume>10</volume>(<issue>2</issue>):<fpage>198</fpage>&#x2013;<lpage>213</lpage>. doi: <pub-id pub-id-type="doi">10.1158/2159-8290.CD-19-0966</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nimalasena</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gothard</surname> <given-names>L</given-names>
</name>
<name>
<surname>Anbalagan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sinnett</surname> <given-names>V</given-names>
</name>
<name>
<surname>Mohammed</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Intratumoral hydrogen peroxide with radiation therapy in locally advanced breast cancer: results from a phase 1 clinical trial</article-title>. <source>Int J Radiat Oncol Biol Phys</source> (<year>2020</year>) <volume>108</volume>(<issue>4</issue>):<page-range>1019&#x2013;29</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.ijrobp.2020.06.022</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mayanagi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kitago</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sakurai</surname> <given-names>T</given-names>
</name>
<name>
<surname>Matsuda</surname> <given-names>T</given-names>
</name>
<name>
<surname>Fujita</surname> <given-names>T</given-names>
</name>
<name>
<surname>Higuchi</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Phase I pilot study of wilms tumor gene 1 peptide-pulsed dendritic cell vaccination combined with gemcitabine in pancreatic cancer</article-title>. <source>Cancer Sci</source> (<year>2015</year>) <volume>106</volume>(<issue>4</issue>):<fpage>397</fpage>&#x2013;<lpage>406</lpage>. doi: <pub-id pub-id-type="doi">10.1111/cas.12621</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tsukinaga</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kajihara</surname> <given-names>M</given-names>
</name>
<name>
<surname>Takakura</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Kanai</surname> <given-names>T</given-names>
</name>
<name>
<surname>Saito</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognostic significance of plasma interleukin-6/-8 in pancreatic cancer patients receiving chemoimmunotherapy</article-title>. <source>World J Gastroenterol</source> (<year>2015</year>) <volume>21</volume>(<issue>39</issue>):<page-range>11168&#x2013;78</page-range>. doi: <pub-id pub-id-type="doi">10.3748/wjg.v21.i39.11168</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Belli</surname> <given-names>C</given-names>
</name>
<name>
<surname>Piemonti</surname> <given-names>L</given-names>
</name>
<name>
<surname>D'Incalci</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zucchetti</surname> <given-names>M</given-names>
</name>
<name>
<surname>Porcu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Cappio</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Phase II trial of salvage therapy with trabectedin in metastatic pancreatic adenocarcinoma</article-title>. <source>Cancer Chemother Pharmacol</source> (<year>2016</year>) <volume>77</volume>(<issue>3</issue>):<page-range>477&#x2013;84</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00280-015-2932-3</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Farren</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Mace</surname> <given-names>TA</given-names>
</name>
<name>
<surname>Geyer</surname> <given-names>S</given-names>
</name>
<name>
<surname>Mikhail</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ciombor</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Systemic immune activity predicts overall survival in treatment-na&#xef;ve patients with metastatic pancreatic cancer</article-title>. <source>Clin Cancer Res</source> (<year>2016</year>) <volume>22</volume>(<issue>10</issue>):<page-range>2565&#x2013;74</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-15-1732</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Middleton</surname> <given-names>G</given-names>
</name>
<name>
<surname>Greenhalf</surname> <given-names>W</given-names>
</name>
<name>
<surname>Costello</surname> <given-names>E</given-names>
</name>
<name>
<surname>Shaw</surname> <given-names>V</given-names>
</name>
<name>
<surname>Cox</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ghaneh</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunobiological effects of gemcitabine and capecitabine combination chemotherapy in advanced pancreatic ductal adenocarcinoma</article-title>. <source>Br J Cancer</source> (<year>2016</year>) <volume>114</volume>(<issue>5</issue>):<page-range>510&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1038/bjc.2015.468</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noonan</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Farren</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Geyer</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Tahiri</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ahn</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Randomized phase 2 trial of the oncolytic virus pelareorep (Reolysin) in upfront treatment of metastatic pancreatic adenocarcinoma</article-title>. <source>Mol Ther</source> (<year>2016</year>) <volume>24</volume>(<issue>6</issue>):<page-range>1150&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1038/mt.2016.66</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nywening</surname> <given-names>TM</given-names>
</name>
<name>
<surname>Wang-Gillam</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sanford</surname> <given-names>DE</given-names>
</name>
<name>
<surname>Belt</surname> <given-names>BA</given-names>
</name>
<name>
<surname>Panni</surname> <given-names>RZ</given-names>
</name>
<name>
<surname>Cusworth</surname> <given-names>BM</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting tumour-associated macrophages with CCR2 inhibition in combination with FOLFIRINOX in patients with borderline resectable and locally advanced pancreatic cancer: a single-centre, open-label, dose-finding, non-randomised, phase 1b trial</article-title>. <source>Lancet Oncol</source> (<year>2016</year>) <volume>17</volume>(<issue>5</issue>):<page-range>651&#x2013;62</page-range>. doi: <pub-id pub-id-type="doi">10.1016/S1470-2045(16)00078-4</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kocher</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Basu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Froeling</surname> <given-names>FEM</given-names>
</name>
<name>
<surname>Sarker</surname> <given-names>D</given-names>
</name>
<name>
<surname>Slater</surname> <given-names>S</given-names>
</name>
<name>
<surname>Carlin</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Phase I clinical trial repurposing all-trans retinoic acid as a stromal targeting agent for pancreatic cancer</article-title>. <source>Nat Commun</source> (<year>2020</year>) <volume>11</volume>(<issue>1</issue>):<fpage>4841</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-020-18636-w</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Merz</surname> <given-names>V</given-names>
</name>
<name>
<surname>Zecchetto</surname> <given-names>C</given-names>
</name>
<name>
<surname>Santoro</surname> <given-names>R</given-names>
</name>
<name>
<surname>Simionato</surname> <given-names>F</given-names>
</name>
<name>
<surname>Sabbadini</surname> <given-names>F</given-names>
</name>
<name>
<surname>Mangiameli</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Plasma IL8 is a biomarker for TAK1 activation and predicts resistance to nanoliposomal irinotecan in patients with gemcitabine-refractory pancreatic cancer</article-title>. <source>Clin Cancer Res</source> (<year>2020</year>) <volume>26</volume>(<issue>17</issue>):<page-range>4661&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-20-0395</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noel</surname> <given-names>M</given-names>
</name>
<name>
<surname>O'Reilly</surname> <given-names>EM</given-names>
</name>
<name>
<surname>Wolpin</surname> <given-names>BM</given-names>
</name>
<name>
<surname>Ryan</surname> <given-names>DP</given-names>
</name>
<name>
<surname>Bullock</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Britten</surname> <given-names>CD</given-names>
</name>
<etal/>
</person-group>. <article-title>Phase 1b study of a small molecule antagonist of human chemokine (C-c motif) receptor 2 (PF-04136309) in combination with nab-paclitaxel/gemcitabine in first-line treatment of metastatic pancreatic ductal adenocarcinoma</article-title>. <source>Invest New Drugs</source> (<year>2020</year>) <volume>38</volume>(<issue>3</issue>):<page-range>800&#x2013;11</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s10637-019-00830-3</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O'Neill</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hayat</surname> <given-names>T</given-names>
</name>
<name>
<surname>Hamm</surname> <given-names>J</given-names>
</name>
<name>
<surname>Healey</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>A phase 1b trial of concurrent immunotherapy and irreversible electroporation in the treatment of locally advanced pancreatic adenocarcinoma</article-title>. <source>Surgery</source> (<year>2020</year>) <volume>168</volume>(<issue>4</issue>):<page-range>610&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.surg.2020.04.057</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hecht</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Lonardi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bendell</surname> <given-names>J</given-names>
</name>
<name>
<surname>Sim</surname> <given-names>HW</given-names>
</name>
<name>
<surname>Macarulla</surname> <given-names>T</given-names>
</name>
<name>
<surname>Lopez</surname> <given-names>CD</given-names>
</name>
<etal/>
</person-group>. <article-title>Randomized phase III study of FOLFOX alone or with pegilodecakin as second-line therapy in patients with metastatic pancreatic cancer that progressed after gemcitabine (SEQUOIA)</article-title>. <source>J Clin Oncol</source> (<year>2021</year>) <volume>39</volume>(<issue>10</issue>):<page-range>1108&#x2013;18</page-range>. doi: <pub-id pub-id-type="doi">10.1200/JCO.20.02232</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hecht</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Papadopoulos</surname> <given-names>KP</given-names>
</name>
<name>
<surname>Falchook</surname> <given-names>GS</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Infante</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Aljumaily</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunologic and tumor responses of pegilodecakin with 5-FU/LV and oxaliplatin (FOLFOX) in pancreatic ductal adenocarcinoma (PDAC)</article-title>. <source>Invest New Drugs</source> (<year>2021</year>) <volume>39</volume>(<issue>1</issue>):<page-range>182&#x2013;92</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s10637-020-01000-6</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Willenbrock</surname> <given-names>F</given-names>
</name>
<name>
<surname>Cox</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Parkes</surname> <given-names>EE</given-names>
</name>
<name>
<surname>Wilhelm-Benartzi</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Abraham</surname> <given-names>AG</given-names>
</name>
<name>
<surname>Owens</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Circulating biomarkers and outcomes from a randomised phase 2 trial of gemcitabine versus capecitabine-based chemoradiotherapy for pancreatic cancer</article-title>. <source>Br J Cancer</source> (<year>2021</year>) <volume>124</volume>(<issue>3</issue>):<page-range>581&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41416-020-01120-z</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jafarpour-Sadegh</surname> <given-names>F</given-names>
</name>
<name>
<surname>Montazeri</surname> <given-names>V</given-names>
</name>
<name>
<surname>Adili</surname> <given-names>A</given-names>
</name>
<name>
<surname>Esfehani</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rashidi</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Mesgari</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Effects of fresh yellow onion consumption on CEA, CA125 and hepatic enzymes in breast cancer patients: a double- blind randomized controlled clinical trial</article-title>. <source>Asian Pac J Cancer Prev</source> (<year>2015</year>) <volume>16</volume>(<issue>17</issue>):<page-range>7517&#x2013;22</page-range>. doi: <pub-id pub-id-type="doi">10.7314/APJCP.2015.16.17.7517</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lum</surname> <given-names>LG</given-names>
</name>
<name>
<surname>Thakur</surname> <given-names>A</given-names>
</name>
<name>
<surname>Al-Kadhimi</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Colvin</surname> <given-names>GA</given-names>
</name>
<name>
<surname>Cummings</surname> <given-names>FJ</given-names>
</name>
<name>
<surname>Legare</surname> <given-names>RD</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeted T-cell therapy in stage IV breast cancer: a phase I clinical trial</article-title>. <source>Clin Cancer Res</source> (<year>2015</year>) <volume>21</volume>(<issue>10</issue>):<page-range>2305&#x2013;14</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-14-2280</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rogers</surname> <given-names>LQ</given-names>
</name>
<name>
<surname>Fogleman</surname> <given-names>A</given-names>
</name>
<name>
<surname>Trammell</surname> <given-names>R</given-names>
</name>
<name>
<surname>Hopkins-Price</surname> <given-names>P</given-names>
</name>
<name>
<surname>Spenner</surname> <given-names>A</given-names>
</name>
<name>
<surname>Vicari</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Inflammation and psychosocial factors mediate exercise effects on sleep quality in breast cancer survivors: pilot randomized controlled trial</article-title>. <source>Psychooncology</source> (<year>2015</year>) <volume>24</volume>(<issue>3</issue>):<page-range>302&#x2013;10</page-range>. doi: <pub-id pub-id-type="doi">10.1002/pon.3594</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tr&#xe9;dan</surname> <given-names>O</given-names>
</name>
<name>
<surname>M&#xe9;n&#xe9;trier-Caux</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ray-Coquard</surname> <given-names>I</given-names>
</name>
<name>
<surname>Garin</surname> <given-names>G</given-names>
</name>
<name>
<surname>Cropet</surname> <given-names>C</given-names>
</name>
<name>
<surname>Verron&#xe8;se</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>ELYPSE-7: a randomized placebo-controlled phase IIa trial with CYT107 exploring the restoration of CD4+ lymphocyte count in lymphopenic metastatic breast cancer patients</article-title>. <source>Ann Oncol</source> (<year>2015</year>) <volume>26</volume>(<issue>7</issue>):<page-range>1353&#x2013;62</page-range>. doi: <pub-id pub-id-type="doi">10.1093/annonc/mdv173</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>A comparison of fentanyl and flurbiprofen axetil on serum VEGF-c, TNF-&#x3b1;, and IL-1&#xdf; concentrations in women undergoing surgery for breast cancer</article-title>. <source>Pain Pract</source> (<year>2015</year>) <volume>15</volume>(<issue>6</issue>):<page-range>530&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1111/papr.12206</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Woo</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Baik</surname> <given-names>HJ</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Chung</surname> <given-names>RK</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>DY</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>GY</given-names>
</name>
<etal/>
</person-group>. <article-title>Effect of propofol and desflurane on immune cell populations in breast cancer patients: a randomized trial</article-title>. <source>J Korean Med Sci</source> (<year>2015</year>) <volume>30</volume>(<issue>10</issue>):<page-range>1503&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.3346/jkms.2015.30.10.1503</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bouchard</surname> <given-names>LC</given-names>
</name>
<name>
<surname>Antoni</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Blomberg</surname> <given-names>BB</given-names>
</name>
<name>
<surname>Stagl</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Gudenkauf</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Jutagir</surname> <given-names>DR</given-names>
</name>
<etal/>
</person-group>. <article-title>Postsurgical depressive symptoms and proinflammatory cytokine elevations in women undergoing primary treatment for breast cancer</article-title>. <source>Psychosom Med</source> (<year>2016</year>) <volume>78</volume>(<issue>1</issue>):<fpage>26</fpage>&#x2013;<lpage>37</lpage>. doi: <pub-id pub-id-type="doi">10.1097/PSY.0000000000000261</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hepp</surname> <given-names>P</given-names>
</name>
<name>
<surname>Andergassen</surname> <given-names>U</given-names>
</name>
<name>
<surname>J&#xe4;ger</surname> <given-names>B</given-names>
</name>
<name>
<surname>Trapp</surname> <given-names>E</given-names>
</name>
<name>
<surname>Alunni-Fabbroni</surname> <given-names>M</given-names>
</name>
<name>
<surname>Friedl</surname> <given-names>TW</given-names>
</name>
<etal/>
</person-group>. <article-title>Association of CA27.29 and circulating tumor cells before and at different times after adjuvant chemotherapy in patients with early-stage breast cancer - the SUCCESS trial</article-title>. <source>Anticancer Res</source> (<year>2016</year>) <volume>36</volume>(<issue>9</issue>):<page-range>4771&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.21873/anticanres.11034</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schmidt</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Meynk&#xf6;hn</surname> <given-names>A</given-names>
</name>
<name>
<surname>Habermann</surname> <given-names>N</given-names>
</name>
<name>
<surname>Wiskemann</surname> <given-names>J</given-names>
</name>
<name>
<surname>Oelmann</surname> <given-names>J</given-names>
</name>
<name>
<surname>Hof</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Resistance exercise and inflammation in breast cancer patients undergoing adjuvant radiation therapy: mediation analysis from a randomized, controlled intervention trial</article-title>. <source>Int J Radiat Oncol Biol Phys</source> (<year>2016</year>) <volume>94</volume>(<issue>2</issue>):<page-range>329&#x2013;37</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.ijrobp.2015.10.058</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vilsmaier</surname> <given-names>T</given-names>
</name>
<name>
<surname>Rack</surname> <given-names>B</given-names>
</name>
<name>
<surname>Janni</surname> <given-names>W</given-names>
</name>
<name>
<surname>Jeschke</surname> <given-names>U</given-names>
</name>
<name>
<surname>Weissenbacher</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Angiogenic cytokines and their influence on circulating tumour cells in sera of patients with the primary diagnosis of breast cancer before treatment</article-title>. <source>BMC Cancer</source> (<year>2016</year>) <volume>16</volume>:<fpage>547</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12885-016-2612-7</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barajas-G&#xf3;mez</surname> <given-names>BA</given-names>
</name>
<name>
<surname>Rosas-Carrasco</surname> <given-names>O</given-names>
</name>
<name>
<surname>Morales-Rosales</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Pedraza V&#xe1;zquez</surname> <given-names>G</given-names>
</name>
<name>
<surname>Gonz&#xe1;lez-Puertos</surname> <given-names>VY</given-names>
</name>
<name>
<surname>Ju&#xe1;rez-Cedillo</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Relationship of inflammatory profile of elderly patients serum and senescence-associated secretory phenotype with human breast cancer cells proliferation: role of IL6/IL8 ratio</article-title>. <source>Cytokine</source> (<year>2017</year>) <volume>91</volume>:<fpage>13</fpage>&#x2013;<lpage>29</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cyto.2016.12.001</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kazarian</surname> <given-names>A</given-names>
</name>
<name>
<surname>Blyuss</surname> <given-names>O</given-names>
</name>
<name>
<surname>Metodieva</surname> <given-names>G</given-names>
</name>
<name>
<surname>Gentry-Maharaj</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ryan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kiseleva</surname> <given-names>EM</given-names>
</name>
<etal/>
</person-group>. <article-title>Testing breast cancer serum biomarkers for early detection and prognosis in pre-diagnosis samples</article-title>. <source>Br J Cancer</source> (<year>2017</year>) <volume>116</volume>(<issue>4</issue>):<page-range>501&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1038/bjc.2016.433</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Niu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>K</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Tumor cryoablation in combination with natural killer cells therapy and herceptin in patients with HER2-overexpressing recurrent breast cancer</article-title>. <source>Mol Immunol</source> (<year>2017</year>) <volume>92</volume>:<fpage>45</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.molimm.2017.10.003</pub-id>
</citation>
</ref>
<ref id="B63">
<label>63</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramirez</surname> <given-names>AG</given-names>
</name>
<name>
<surname>Parma</surname> <given-names>DL</given-names>
</name>
<name>
<surname>Mu&#xf1;oz</surname> <given-names>E</given-names>
</name>
<name>
<surname>Mendoza</surname> <given-names>KD</given-names>
</name>
<name>
<surname>Harb</surname> <given-names>C</given-names>
</name>
<name>
<surname>Holden</surname> <given-names>AEC</given-names>
</name>
<etal/>
</person-group>. <article-title>An anti-inflammatory dietary intervention to reduce breast cancer recurrence risk: study design and baseline data</article-title>. <source>Contemp Clin Trials</source> (<year>2017</year>) <volume>57</volume>:<fpage>1</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cct.2017.03.009</pub-id>
</citation>
</ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Gemert</surname> <given-names>WA</given-names>
</name>
<name>
<surname>Monninkhof</surname> <given-names>EM</given-names>
</name>
<name>
<surname>May</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Elias</surname> <given-names>SG</given-names>
</name>
<name>
<surname>van der Palen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Veldhuis</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Association between changes in fat distribution and biomarkers for breast cancer</article-title>. <source>Endocr Relat Cancer</source> (<year>2017</year>) <volume>24</volume>(<issue>6</issue>):<fpage>297</fpage>&#x2013;<lpage>305</lpage>. doi: <pub-id pub-id-type="doi">10.1530/ERC-16-0490</pub-id>
</citation>
</ref>
<ref id="B65">
<label>65</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wan</surname> <given-names>H</given-names>
</name>
<name>
<surname>Du</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Long</surname> <given-names>Q</given-names>
</name>
<name>
<surname>L&#xfc;</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Criteria derived from serum markers can precisely evaluate axillary status in breast cancer patients</article-title>. <source>J Surg Res</source> (<year>2017</year>) <volume>208</volume>:<page-range>211&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.jss.2016.08.086</pub-id>
</citation>
</ref>
<ref id="B66">
<label>66</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeng</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>The effect analysis of CYP2D6 gene polymorphism in the toremifene and tamoxifen treatment in patient with breast cancer</article-title>. <source>Pak J Pharm Sci</source> (<year>2017</year>) <volume>30</volume>(<issue>3(Special</issue>):<page-range>1095&#x2013;8</page-range>.</citation>
</ref>
<ref id="B67">
<label>67</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X</given-names>
</name>
<name>
<surname>Hao</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>R</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>N</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Increased interleukin-35 expression in tumor-infiltrating lymphocytes correlates with poor prognosis in patients with breast cancer</article-title>. <source>Cytokine</source> (<year>2017</year>) <volume>89</volume>:<fpage>76</fpage>&#x2013;<lpage>81</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cyto.2016.09.012</pub-id>
</citation>
</ref>
<ref id="B68">
<label>68</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dieli-Conwright</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Parmentier</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Sami</surname> <given-names>N</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>K</given-names>
</name>
<name>
<surname>Spicer</surname> <given-names>D</given-names>
</name>
<name>
<surname>Mack</surname> <given-names>WJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Adipose tissue inflammation in breast cancer survivors: effects of a 16-week combined aerobic and resistance exercise training intervention</article-title>. <source>Breast Cancer Res Treat</source> (<year>2018</year>) <volume>168</volume>(<issue>1</issue>):<page-range>147&#x2013;57</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s10549-017-4576-y</pub-id>
</citation>
</ref>
<ref id="B69">
<label>69</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matsumoto</surname> <given-names>M</given-names>
</name>
<name>
<surname>Flores</surname> <given-names>EM</given-names>
</name>
<name>
<surname>Kimachi</surname> <given-names>PP</given-names>
</name>
<name>
<surname>Gouveia</surname> <given-names>FV</given-names>
</name>
<name>
<surname>Kuroki</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Barros</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Benefits in radical mastectomy protocol: a randomized trial evaluating the use of regional anesthesia</article-title>. <source>Sci Rep</source> (<year>2018</year>) <volume>8</volume>(<issue>1</issue>):<fpage>7815</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-018-26273-z</pub-id>
</citation>
</ref>
<ref id="B70">
<label>70</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niravath</surname> <given-names>P</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>B</given-names>
</name>
<name>
<surname>Chapman</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Agarwal</surname> <given-names>SK</given-names>
</name>
<name>
<surname>Welschhans</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Bongartz</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Vitamin d levels, vitamin d receptor polymorphisms, and inflammatory cytokines in aromatase inhibitor-induced arthralgias: an analysis of CCTG MA.27</article-title>. <source>Clin Breast Cancer</source> (<year>2018</year>) <volume>18</volume>(<issue>1</issue>):<fpage>78</fpage>&#x2013;<lpage>87</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.clbc.2017.10.009</pub-id>
</citation>
</ref>
<ref id="B71">
<label>71</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schmidt</surname> <given-names>M</given-names>
</name>
<name>
<surname>Weyer-Elberich</surname> <given-names>V</given-names>
</name>
<name>
<surname>Hengstler</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Heimes</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Almstedt</surname> <given-names>K</given-names>
</name>
<name>
<surname>Gerhold-Ay</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognostic impact of CD4-positive T cell subsets in early breast cancer: a study based on the FinHer trial patient population</article-title>. <source>Breast Cancer Res</source> (<year>2018</year>) <volume>20</volume>(<issue>1</issue>):<fpage>15</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13058-018-0942-x</pub-id>
</citation>
</ref>
<ref id="B72">
<label>72</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>TC</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>K</given-names>
</name>
<name>
<surname>Martinek</surname> <given-names>J</given-names>
</name>
<name>
<surname>Young</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Banchereau</surname> <given-names>R</given-names>
</name>
<name>
<surname>George</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>IL1 receptor antagonist controls transcriptional signature of inflammation in patients with metastatic breast cancer</article-title>. <source>Cancer Res</source> (<year>2018</year>) <volume>78</volume>(<issue>18</issue>):<page-range>5243&#x2013;58</page-range>. doi: <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-18-0413</pub-id>
</citation>
</ref>
<ref id="B73">
<label>73</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname> <given-names>ZY</given-names>
</name>
<name>
<surname>Xue</surname> <given-names>JX</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>LX</given-names>
</name>
<name>
<surname>Bian</surname> <given-names>WH</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>YF</given-names>
</name>
<name>
<surname>Sohn</surname> <given-names>KC</given-names>
</name>
<etal/>
</person-group>. <article-title>Reducing postsurgical exudate in breast cancer patients by using San Huang decoction to ameliorate inflammatory status: a prospective clinical trial</article-title>. <source>Curr Oncol</source> (<year>2018</year>) <volume>25</volume>(<issue>6</issue>):<page-range>e507&#x2013;e15</page-range>. doi: <pub-id pub-id-type="doi">10.3747/co.25.4108</pub-id>
</citation>
</ref>
<ref id="B74">
<label>74</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adams</surname> <given-names>S</given-names>
</name>
<name>
<surname>Diamond</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Hamilton</surname> <given-names>E</given-names>
</name>
<name>
<surname>Pohlmann</surname> <given-names>PR</given-names>
</name>
<name>
<surname>Tolaney</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>CW</given-names>
</name>
<etal/>
</person-group>. <article-title>Atezolizumab plus nab-paclitaxel in the treatment of metastatic triple-negative breast cancer with 2-year survival follow-up: a phase 1b clinical trial</article-title>. <source>JAMA Oncol</source> (<year>2019</year>) <volume>5</volume>(<issue>3</issue>):<page-range>334&#x2013;42</page-range>. doi: <pub-id pub-id-type="doi">10.1001/jamaoncol.2018.5152</pub-id>
</citation>
</ref>
<ref id="B75">
<label>75</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kashefi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ahmadi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Omranipour</surname> <given-names>R</given-names>
</name>
<name>
<surname>Mahmoodzadeh</surname> <given-names>H</given-names>
</name>
<name>
<surname>Jafarnezhad-Ansariha</surname> <given-names>F</given-names>
</name>
<name>
<surname>Tofighi Zavareh</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>The anti-tumoral effect of &#x3b2;-D-Mannuronic acid (M2000) as a novel NSAID on treg cells frequency and MMP-2, MMP-9, CCL22 and TGF&#x3b2;1 gene expression in pre-surgical breast cancer patients</article-title>. <source>Iran J Allergy Asthma Immunol</source> (<year>2019</year>) <volume>18</volume>(<issue>1</issue>):<fpage>80</fpage>&#x2013;<lpage>90</lpage>. doi: <pub-id pub-id-type="doi">10.18502/ijaai.v18i1.633</pub-id>
</citation>
</ref>
<ref id="B76">
<label>76</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kong</surname> <given-names>D</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>D</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Sapylin (OK-432) alters inflammation and angiogenesis <italic>in vivo</italic> and vitro</article-title>. <source>BioMed Pharmacother</source> (<year>2019</year>) <volume>113</volume>:<fpage>108706</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biopha.2019.108706</pub-id>
</citation>
</ref>
<ref id="B77">
<label>77</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lengacher</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Reich</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Paterson</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Shelton</surname> <given-names>M</given-names>
</name>
<name>
<surname>Shivers</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ramesar</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>A Large randomized trial: effects of mindfulness-based stress reduction (MBSR) for breast cancer (BC) survivors on salivary cortisol and IL-6</article-title>. <source>Biol Res Nurs</source> (<year>2019</year>) <volume>21</volume>(<issue>1</issue>):<fpage>39</fpage>&#x2013;<lpage>49</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1099800418789777</pub-id>
</citation>
</ref>
<ref id="B78">
<label>78</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lewin</surname> <given-names>NL</given-names>
</name>
<name>
<surname>Luetragoon</surname> <given-names>T</given-names>
</name>
<name>
<surname>Andersson</surname> <given-names>B</given-names>
</name>
<name>
<surname>Oliva</surname> <given-names>D</given-names>
</name>
<name>
<surname>Nilsson</surname> <given-names>M</given-names>
</name>
<name>
<surname>Strandeus</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>The influence of single nucleotide polymorphisms and adjuvant radiotherapy on systemic inflammatory proteins, chemokines and cytokines of patients with breast cancer</article-title>. <source>Anticancer Res</source> (<year>2019</year>) <volume>39</volume>(<issue>3</issue>):<page-range>1287&#x2013;92</page-range>. doi: <pub-id pub-id-type="doi">10.21873/anticanres.13240</pub-id>
</citation>
</ref>
<ref id="B79">
<label>79</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rozenblit</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hendrickx</surname> <given-names>W</given-names>
</name>
<name>
<surname>Heguy</surname> <given-names>A</given-names>
</name>
<name>
<surname>Chiriboga</surname> <given-names>L</given-names>
</name>
<name>
<surname>Loomis</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ray</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Transcriptomic profiles conducive to immune-mediated tumor rejection in human breast cancer skin metastases treated with imiquimod</article-title>. <source>Sci Rep</source> (<year>2019</year>) <volume>9</volume>(<issue>1</issue>):<fpage>8572</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-019-42784-9</pub-id>
</citation>
</ref>
<ref id="B80">
<label>80</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname> <given-names>H</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>A</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>G</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>F</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>T Follicular regulatory cells suppress tfh-mediated b cell help and synergistically increase IL-10-producing b cells in breast carcinoma</article-title>. <source>Immunol Res</source> (<year>2019</year>) <volume>67</volume>(<issue>4-5</issue>):<page-range>416&#x2013;23</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s12026-019-09090-y</pub-id>
</citation>
</ref>
<ref id="B81">
<label>81</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tiainen</surname> <given-names>L</given-names>
</name>
<name>
<surname>H&#xe4;m&#xe4;l&#xe4;inen</surname> <given-names>M</given-names>
</name>
<name>
<surname>Luukkaala</surname> <given-names>T</given-names>
</name>
<name>
<surname>Tanner</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lahdenper&#xe4;</surname> <given-names>O</given-names>
</name>
<name>
<surname>Vihinen</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Low plasma IL-8 levels during chemotherapy are predictive of excellent long-term survival in metastatic breast cancer</article-title>. <source>Clin Breast Cancer</source> (<year>2019</year>) <volume>19</volume>(<issue>4</issue>):<page-range>e522&#x2013;e33</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.clbc.2019.03.006</pub-id>
</citation>
</ref>
<ref id="B82">
<label>82</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Turner</surname> <given-names>NC</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Loi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Colleoni</surname> <given-names>M</given-names>
</name>
<name>
<surname>Loibl</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Cyclin E1 expression and palbociclib efficacy in previously treated hormone receptor-positive metastatic breast cancer</article-title>. <source>J Clin Oncol</source> (<year>2019</year>) <volume>37</volume>(<issue>14</issue>):<page-range>1169&#x2013;78</page-range>. doi: <pub-id pub-id-type="doi">10.1200/JCO.18.00925</pub-id>
</citation>
</ref>
<ref id="B83">
<label>83</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haley</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Hibler</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>S</given-names>
</name>
<name>
<surname>Schmitz</surname> <given-names>KH</given-names>
</name>
<name>
<surname>Sturgeon</surname> <given-names>KM</given-names>
</name>
</person-group>. <article-title>Dose-dependent effect of aerobic exercise on inflammatory biomarkers in a randomized controlled trial of women at high risk of breast cancer</article-title>. <source>Cancer</source> (<year>2020</year>) <volume>126</volume>(<issue>2</issue>):<page-range>329&#x2013;36</page-range>. doi: <pub-id pub-id-type="doi">10.1002/cncr.32530</pub-id>
</citation>
</ref>
<ref id="B84">
<label>84</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Masuda</surname> <given-names>T</given-names>
</name>
<name>
<surname>Noda</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kogawa</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kitagawa</surname> <given-names>D</given-names>
</name>
<name>
<surname>Hayashi</surname> <given-names>N</given-names>
</name>
<name>
<surname>Jomori</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Phase I dose-escalation trial to repurpose propagermanium, an oral CCL2 inhibitor, in patients with breast cancer</article-title>. <source>Cancer Sci</source> (<year>2020</year>) <volume>111</volume>(<issue>3</issue>):<page-range>924&#x2013;31</page-range>. doi: <pub-id pub-id-type="doi">10.1111/cas.14306</pub-id>
</citation>
</ref>
<ref id="B85">
<label>85</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shevchenko</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Khristin</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Kurilin</surname> <given-names>VV</given-names>
</name>
<name>
<surname>Kuznetsova</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Blinova</surname> <given-names>DD</given-names>
</name>
<name>
<surname>Starostina</surname> <given-names>NM</given-names>
</name>
<etal/>
</person-group>. <article-title>Autologous dendritic cells and activated cytotoxic t&#x2212;cells as combination therapy for breast cancer</article-title>. <source>Oncol Rep</source> (<year>2020</year>) <volume>43</volume>(<issue>2</issue>):<page-range>671&#x2013;80</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3892/or.2019.7435</pub-id>
</citation>
</ref>
<ref id="B86">
<label>86</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Singer</surname> <given-names>CF</given-names>
</name>
<name>
<surname>Pfeiler</surname> <given-names>G</given-names>
</name>
<name>
<surname>Hubalek</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bartsch</surname> <given-names>R</given-names>
</name>
<name>
<surname>St&#xf6;ger</surname> <given-names>H</given-names>
</name>
<name>
<surname>Pichler</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficacy and safety of the therapeutic cancer vaccine tecemotide (L-BLP25) in early breast cancer: results from a prospective, randomised, neoadjuvant phase II study (ABCSG 34)</article-title>. <source>Eur J Cancer</source> (<year>2020</year>) <volume>132</volume>:<fpage>43</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ejca.2020.03.018</pub-id>
</citation>
</ref>
<ref id="B87">
<label>87</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ademuyiwa</surname> <given-names>FO</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>I</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Rimawi</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Hagemann</surname> <given-names>IS</given-names>
</name>
<name>
<surname>Fisk</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunogenomic profiling and pathological response results from a clinical trial of docetaxel and carboplatin in triple-negative breast cancer</article-title>. <source>Breast Cancer Res Treat</source> (<year>2021</year>) <volume>189</volume>(<issue>1</issue>):<fpage>187</fpage>&#x2013;<lpage>202</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10549-021-06307-3</pub-id>
</citation>
</ref>
<ref id="B88">
<label>88</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Febvey-Combes</surname> <given-names>O</given-names>
</name>
<name>
<surname>Jobard</surname> <given-names>E</given-names>
</name>
<name>
<surname>Rossary</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pialoux</surname> <given-names>V</given-names>
</name>
<name>
<surname>Foucaut</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Morelle</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Effects of an exercise and nutritional intervention on circulating biomarkers and metabolomic profiling during adjuvant treatment for localized breast cancer: results from the PASAPAS feasibility randomized controlled trial</article-title>. <source>Integr Cancer Ther</source> (<year>2021</year>) <volume>20</volume>:<fpage>1534735420977666</fpage>. doi: <pub-id pub-id-type="doi">10.1177/1534735420977666</pub-id>
</citation>
</ref>
<ref id="B89">
<label>89</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hiensch</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Mijwel</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bargiela</surname> <given-names>D</given-names>
</name>
<name>
<surname>Wengstr&#xf6;m</surname> <given-names>Y</given-names>
</name>
<name>
<surname>May</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Rundqvist</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Inflammation mediates exercise effects on fatigue in patients with breast cancer</article-title>. <source>Med Sci Sports Exerc</source> (<year>2021</year>) <volume>53</volume>(<issue>3</issue>):<fpage>496</fpage>&#x2013;<lpage>504</lpage>. doi: <pub-id pub-id-type="doi">10.1249/MSS.0000000000002490</pub-id>
</citation>
</ref>
<ref id="B90">
<label>90</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khodabakhshi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Akbari</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Mirzaei</surname> <given-names>HR</given-names>
</name>
<name>
<surname>Seyfried</surname> <given-names>TN</given-names>
</name>
<name>
<surname>Kalamian</surname> <given-names>M</given-names>
</name>
<name>
<surname>Davoodi</surname> <given-names>SH</given-names>
</name>
</person-group>. <article-title>Effects of ketogenic metabolic therapy on patients with breast cancer: a randomized controlled clinical trial</article-title>. <source>Clin Nutr</source> (<year>2021</year>) <volume>40</volume>(<issue>3</issue>):<page-range>751&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.clnu.2020.06.028</pub-id>
</citation>
</ref>
<ref id="B91">
<label>91</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>D</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Q</given-names>
</name>
</person-group>. <article-title>Biomarkers of response to camrelizumab combined with apatinib: an analysis from a phase II trial in advanced triple-negative breast cancer patients</article-title>. <source>Breast Cancer Res Treat</source> (<year>2021</year>) <volume>186</volume>(<issue>3</issue>):<page-range>687&#x2013;97</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s10549-021-06128-4</pub-id>
</citation>
</ref>
<ref id="B92">
<label>92</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lum</surname> <given-names>LG</given-names>
</name>
<name>
<surname>Al-Kadhimi</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Deol</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kondadasula</surname> <given-names>V</given-names>
</name>
<name>
<surname>Schalk</surname> <given-names>D</given-names>
</name>
<name>
<surname>Tomashewski</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Phase II clinical trial using anti-CD3 &#xd7; anti-HER2 bispecific antibody armed activated T cells (HER2 BATs) consolidation therapy for HER2 negative (0-2+) metastatic breast cancer</article-title>. <source>J Immunother Cancer</source> (<year>2021</year>) <volume>9</volume>(<issue>6</issue>):<fpage>3698</fpage>. doi: <pub-id pub-id-type="doi">10.1136/jitc-2020-002194</pub-id>
</citation>
</ref>
<ref id="B93">
<label>93</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raji Lahiji</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zarrati</surname> <given-names>M</given-names>
</name>
<name>
<surname>Najafi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yazdani</surname> <given-names>B</given-names>
</name>
<name>
<surname>Cheshmazar</surname> <given-names>E</given-names>
</name>
<name>
<surname>Razmpoosh</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Effects of synbiotic supplementation on serum adiponectin and inflammation status of overweight and obese breast cancer survivors: a randomized, triple-blind, placebo-controlled trial</article-title>. <source>Support Care Cancer</source> (<year>2021</year>) <volume>29</volume>(<issue>7</issue>):<page-range>4147&#x2013;57</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00520-020-05926-8</pub-id>
</citation>
</ref>
<ref id="B94">
<label>94</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pal</surname> <given-names>A</given-names>
</name>
<name>
<surname>Zimmer</surname> <given-names>P</given-names>
</name>
<name>
<surname>Clauss</surname> <given-names>D</given-names>
</name>
<name>
<surname>Schmidt</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Ulrich</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Wiskemann</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Resistance exercise modulates kynurenine pathway in pancreatic cancer patients</article-title>. <source>Int J Sports Med</source> (<year>2021</year>) <volume>42</volume>(<issue>1</issue>):<fpage>33</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.1055/a-1186-1009</pub-id>
</citation>
</ref>
<ref id="B95">
<label>95</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ashida</surname> <given-names>R</given-names>
</name>
<name>
<surname>Okamura</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wakabayashi-Nakao</surname> <given-names>K</given-names>
</name>
<name>
<surname>Mizuno</surname> <given-names>T</given-names>
</name>
<name>
<surname>Aoki</surname> <given-names>S</given-names>
</name>
<name>
<surname>Uesaka</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>The impact of preoperative enteral nutrition enriched with eicosapentaenoic acid on postoperative hypercytokinemia after pancreatoduodenectomy: the results of a double-blinded randomized controlled trial</article-title>. <source>Dig Surg</source> (<year>2019</year>) <volume>36</volume>(<issue>4</issue>):<page-range>348&#x2013;56</page-range>. doi: <pub-id pub-id-type="doi">10.1159/000490110</pub-id>
</citation>
</ref>
<ref id="B96">
<label>96</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chan</surname> <given-names>JK</given-names>
</name>
<name>
<surname>Ng</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Hui</surname> <given-names>PK</given-names>
</name>
</person-group>. <article-title>A simple guide to the terminology and application of leucocyte monoclonal antibodies</article-title>. <source>Histopathology</source> (<year>1988</year>) <volume>12</volume>(<issue>5</issue>):<page-range>461&#x2013;80</page-range>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2559.1988.tb01967.x</pub-id>
</citation>
</ref>
<ref id="B97">
<label>97</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zola</surname> <given-names>H</given-names>
</name>
<name>
<surname>Swart</surname> <given-names>B</given-names>
</name>
<name>
<surname>Banham</surname> <given-names>A</given-names>
</name>
<name>
<surname>Barry</surname> <given-names>S</given-names>
</name>
<name>
<surname>Beare</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bensussan</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>CD Molecules 2006&#x2013;human cell differentiation molecules</article-title>. <source>J Immunol Methods</source> (<year>2007</year>) <volume>319</volume>(<issue>1-2</issue>):<fpage>1</fpage>&#x2013;<lpage>5</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jim.2006.11.001</pub-id>
</citation>
</ref>
<ref id="B98">
<label>98</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raskova</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lacina</surname> <given-names>L</given-names>
</name>
<name>
<surname>Kejik</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Venhauerova</surname> <given-names>A</given-names>
</name>
<name>
<surname>Skalickova</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kolar</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>The role of IL-6 in cancer cell invasiveness and metastasis-overview and therapeutic opportunities</article-title>. <source>Cells</source> (<year>2022</year>) <volume>11</volume>(<issue>22</issue>):<fpage>3698</fpage>. doi: <pub-id pub-id-type="doi">10.3390/cells11223698</pub-id>
</citation>
</ref>
<ref id="B99">
<label>99</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>W</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>IL-6: the link between inflammation, immunity and breast cancer</article-title>. <source>Front Oncol</source> (<year>2022</year>) <volume>12</volume>:<elocation-id>903800</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fonc.2022.903800</pub-id>
</citation>
</ref>
<ref id="B100">
<label>100</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mungunsukh</surname> <given-names>O</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>YH</given-names>
</name>
<name>
<surname>Bottaro</surname> <given-names>DP</given-names>
</name>
<name>
<surname>Day</surname> <given-names>RM</given-names>
</name>
</person-group>. <article-title>The hepatocyte growth factor isoform NK2 activates motogenesis and survival but not proliferation due to lack of akt activation</article-title>. <source>Cell Signal</source> (<year>2016</year>) <volume>28</volume>(<issue>8</issue>):<page-range>1114&#x2013;23</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.cellsig.2016.05.012</pub-id>
</citation>
</ref>
<ref id="B101">
<label>101</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hara</surname> <given-names>A</given-names>
</name>
<name>
<surname>Shimizu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hamaguchi</surname> <given-names>E</given-names>
</name>
<name>
<surname>Kakuda</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ikeda</surname> <given-names>K</given-names>
</name>
<name>
<surname>Okumura</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Propagermanium administration for patients with type 2 diabetes and nephropathy: a randomized pilot trial</article-title>. <source>Endocrinol Diabetes Metab</source> (<year>2020</year>) <volume>3</volume>(<issue>3</issue>):<elocation-id>e00159</elocation-id>. doi: <pub-id pub-id-type="doi">10.1002/edm2.159</pub-id>
</citation>
</ref>
<ref id="B102">
<label>102</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shibuya</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Vascular endothelial growth factor (VEGF) and its receptor (VEGFR) signaling in angiogenesis: a crucial target for anti- and pro-angiogenic therapies</article-title>. <source>Genes Cancer</source> (<year>2011</year>) <volume>2</volume>(<issue>12</issue>):<page-range>1097&#x2013;105</page-range>. doi: <pub-id pub-id-type="doi">10.1177/1947601911423031</pub-id>
</citation>
</ref>
<ref id="B103">
<label>103</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carmeliet</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>VEGF as a key mediator of angiogenesis in cancer</article-title>. <source>Oncology</source> (<year>2005</year>) <volume>69</volume>(<supplement>Suppl 3</supplement>):<fpage>4</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1159/000088478</pub-id>
</citation>
</ref>
<ref id="B104">
<label>104</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arias</surname> <given-names>JI</given-names>
</name>
<name>
<surname>Aller</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Arias</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Surgical inflammation: a pathophysiological rainbow</article-title>. <source>J Transl Med</source> (<year>2009</year>) <volume>7</volume>:<fpage>19</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1479-5876-7-19</pub-id>
</citation>
</ref>
<ref id="B105">
<label>105</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhai</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ladomersky</surname> <given-names>E</given-names>
</name>
<name>
<surname>Lenzen</surname> <given-names>A</given-names>
</name>
<name>
<surname>Nguyen</surname> <given-names>B</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>R</given-names>
</name>
<name>
<surname>Lauing</surname> <given-names>KL</given-names>
</name>
<etal/>
</person-group>. <article-title>IDO1 in cancer: a Gemini of immune checkpoints</article-title>. <source>Cell Mol Immunol</source> (<year>2018</year>) <volume>15</volume>(<issue>5</issue>):<page-range>447&#x2013;57</page-range>. doi: <pub-id pub-id-type="doi">10.1038/cmi.2017.143</pub-id>
</citation>
</ref>
<ref id="B106">
<label>106</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vivier</surname> <given-names>E</given-names>
</name>
<name>
<surname>Tomasello</surname> <given-names>E</given-names>
</name>
<name>
<surname>Baratin</surname> <given-names>M</given-names>
</name>
<name>
<surname>Walzer</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ugolini</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Functions of natural killer cells</article-title>. <source>Nat Immunol</source> (<year>2008</year>) <volume>9</volume>(<issue>5</issue>):<page-range>503&#x2013;10</page-range>. doi: <pub-id pub-id-type="doi">10.1038/ni1582</pub-id>
</citation>
</ref>
<ref id="B107">
<label>107</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Song</surname> <given-names>P</given-names>
</name>
<name>
<surname>Zou</surname> <given-names>MH</given-names>
</name>
</person-group>. <article-title>Tryptophan-kynurenine pathway is dysregulated in inflammation, and immune activation</article-title>. <source>Front Biosci (Landmark Ed)</source> (<year>2015</year>) <volume>20</volume>(<issue>7</issue>):<page-range>1116&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2741/4363</pub-id>
</citation>
</ref>
<ref id="B108">
<label>108</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fitzgerald</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Agarwal</surname> <given-names>V</given-names>
</name>
<name>
<surname>Marcisak</surname> <given-names>EF</given-names>
</name>
<name>
<surname>Zuo</surname> <given-names>A</given-names>
</name>
<name>
<surname>Jablonski</surname> <given-names>SA</given-names>
</name>
<etal/>
</person-group>. <article-title>DPP inhibition alters the CXCR3 axis and enhances NK and CD8+ T cell infiltration to improve anti-PD1 efficacy in murine models of pancreatic ductal adenocarcinoma</article-title>. <source>J Immunother Cancer</source> (<year>2021</year>) <volume>9</volume>(<issue>11</issue>). doi: <pub-id pub-id-type="doi">10.1136/jitc-2021-002837</pub-id>
</citation>
</ref>
<ref id="B109">
<label>109</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yeo</surname> <given-names>D</given-names>
</name>
<name>
<surname>Giardina</surname> <given-names>C</given-names>
</name>
<name>
<surname>Saxena</surname> <given-names>P</given-names>
</name>
<name>
<surname>Rasko</surname> <given-names>JEJ</given-names>
</name>
</person-group>. <article-title>The next wave of cellular immunotherapies in pancreatic cancer</article-title>. <source>Mol Ther Oncolytics</source> (<year>2022</year>) <volume>24</volume>:<page-range>561&#x2013;76</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.omto.2022.01.010</pub-id>
</citation>
</ref>
<ref id="B110">
<label>110</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname> <given-names>S</given-names>
</name>
<name>
<surname>Schoonderwoerd</surname> <given-names>MJA</given-names>
</name>
<name>
<surname>Kroonen</surname> <given-names>JS</given-names>
</name>
<name>
<surname>de Graaf</surname> <given-names>IJ</given-names>
</name>
<name>
<surname>Sluijter</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ruano</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting pancreatic cancer by TAK-981: a SUMOylation inhibitor that activates the immune system and blocks cancer cell cycle progression in a preclinical model</article-title>. <source>Gut</source> (<year>2022</year>) <volume>71</volume>(<issue>11</issue>):<page-range>2266&#x2013;83</page-range>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2021-324834</pub-id>
</citation>
</ref>
<ref id="B111">
<label>111</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Narod</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Salmena</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>BRCA1 and BRCA2 mutations and breast cancer</article-title>. <source>Discovery Med</source> (<year>2011</year>) <volume>12</volume>(<issue>66</issue>):<page-range>445&#x2013;53</page-range>.</citation>
</ref>
<ref id="B112">
<label>112</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baretta</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Mocellin</surname> <given-names>S</given-names>
</name>
<name>
<surname>Goldin</surname> <given-names>E</given-names>
</name>
<name>
<surname>Olopade</surname> <given-names>OI</given-names>
</name>
<name>
<surname>Huo</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Effect of BRCA germline mutations on breast cancer prognosis: a systematic review and meta-analysis</article-title>. <source>Med (Baltimore)</source> (<year>2016</year>) <volume>95</volume>(<issue>40</issue>):<elocation-id>e4975</elocation-id>. doi: <pub-id pub-id-type="doi">10.1097/MD.0000000000004975</pub-id>
</citation>
</ref>
<ref id="B113">
<label>113</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tutt</surname> <given-names>ANJ</given-names>
</name>
<name>
<surname>Garber</surname> <given-names>JE</given-names>
</name>
<name>
<surname>Kaufman</surname> <given-names>B</given-names>
</name>
<name>
<surname>Viale</surname> <given-names>G</given-names>
</name>
<name>
<surname>Fumagalli</surname> <given-names>D</given-names>
</name>
<name>
<surname>Rastogi</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Adjuvant olaparib for patients with BRCA1- or BRCA2-mutated breast cancer</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>384</volume>(<issue>25</issue>):<page-range>2394&#x2013;405</page-range>. doi: <pub-id pub-id-type="doi">10.1056/NEJMoa2105215</pub-id>
</citation>
</ref>
<ref id="B114">
<label>114</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prat</surname> <given-names>A</given-names>
</name>
<name>
<surname>Perou</surname> <given-names>CM</given-names>
</name>
</person-group>. <article-title>Mammary development meets cancer genomics</article-title>. <source>Nat Med</source> (<year>2009</year>) <volume>15</volume>(<issue>8</issue>):<page-range>842&#x2013;4</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nm0809-842</pub-id>
</citation>
</ref>
<ref id="B115">
<label>115</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lim</surname> <given-names>E</given-names>
</name>
<name>
<surname>Vaillant</surname> <given-names>F</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Forrest</surname> <given-names>NC</given-names>
</name>
<name>
<surname>Pal</surname> <given-names>B</given-names>
</name>
<name>
<surname>Hart</surname> <given-names>AH</given-names>
</name>
<etal/>
</person-group>. <article-title>Aberrant luminal progenitors as the candidate target population for basal tumor development in BRCA1 mutation carriers</article-title>. <source>Nat Med</source> (<year>2009</year>) <volume>15</volume>(<issue>8</issue>):<page-range>907&#x2013;13</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nm.2000</pub-id>
</citation>
</ref>
<ref id="B116">
<label>116</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sadr-Azodi</surname> <given-names>O</given-names>
</name>
<name>
<surname>Konings</surname> <given-names>P</given-names>
</name>
<name>
<surname>Brusselaers</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Menopausal hormone therapy and pancreatic cancer risk in women: a population-based matched cohort study</article-title>. <source>United Eur Gastroenterol J</source> (<year>2017</year>) <volume>5</volume>(<issue>8</issue>):<page-range>1123&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1177/2050640617702060</pub-id>
</citation>
</ref>
<ref id="B117">
<label>117</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hao</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Vadgama</surname> <given-names>JV</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>CCL2/CCR2 signaling in cancer pathogenesis</article-title>. <source>Cell Commun Signal</source> (<year>2020</year>) <volume>18</volume>(<issue>1</issue>):<fpage>82</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12964-020-00589-8</pub-id>
</citation>
</ref>
<ref id="B118">
<label>118</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Popivanova</surname> <given-names>BK</given-names>
</name>
<name>
<surname>Kostadinova</surname> <given-names>FI</given-names>
</name>
<name>
<surname>Furuichi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Shamekh</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Kondo</surname> <given-names>T</given-names>
</name>
<name>
<surname>Wada</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Blockade of a chemokine, CCL2, reduces chronic colitis-associated carcinogenesis in mice</article-title>. <source>Cancer Res</source> (<year>2009</year>) <volume>69</volume>(<issue>19</issue>):<page-range>7884&#x2013;92</page-range>. doi: <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-09-1451</pub-id>
</citation>
</ref>
<ref id="B119">
<label>119</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Munakata</surname> <given-names>T</given-names>
</name>
<name>
<surname>Arai</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kuwano</surname> <given-names>K</given-names>
</name>
<name>
<surname>Furukawa</surname> <given-names>M</given-names>
</name>
<name>
<surname>Tomita</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Induction of interferon production by natural killer cells by organogermanium compound, Ge132</article-title>. <source>J Interferon Res</source> (<year>1987</year>) <volume>7</volume>(<issue>1</issue>):<fpage>69</fpage>&#x2013;<lpage>76</lpage>. doi: <pub-id pub-id-type="doi">10.1089/jir.1987.7.69</pub-id>
</citation>
</ref>
<ref id="B120">
<label>120</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Atoum</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Alzoughool</surname> <given-names>F</given-names>
</name>
<name>
<surname>Al-Hourani</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Linkage between obesity leptin and breast cancer</article-title>. <source>Breast Cancer (Auckl)</source> (<year>2020</year>) <volume>14</volume>:<fpage>1178223419898458</fpage>. doi: <pub-id pub-id-type="doi">10.1177/1178223419898458</pub-id>
</citation>
</ref>
<ref id="B121">
<label>121</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buonaiuto</surname> <given-names>R</given-names>
</name>
<name>
<surname>Napolitano</surname> <given-names>F</given-names>
</name>
<name>
<surname>Parola</surname> <given-names>S</given-names>
</name>
<name>
<surname>De Placido</surname> <given-names>P</given-names>
</name>
<name>
<surname>Forestieri</surname> <given-names>V</given-names>
</name>
<name>
<surname>Pecoraro</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Insight on the role of leptin: a bridge from obesity to breast cancer</article-title>. <source>Biomolecules</source> (<year>2022</year>) <volume>12</volume>(<issue>10</issue>):<fpage>1394</fpage>. doi: <pub-id pub-id-type="doi">10.3390/biom12101394</pub-id>
</citation>
</ref>
<ref id="B122">
<label>122</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barone</surname> <given-names>I</given-names>
</name>
<name>
<surname>Giordano</surname> <given-names>C</given-names>
</name>
<name>
<surname>Bonofiglio</surname> <given-names>D</given-names>
</name>
<name>
<surname>Ando</surname> <given-names>S</given-names>
</name>
<name>
<surname>Catalano</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>The weight of obesity in breast cancer progression and metastasis: clinical and molecular perspectives</article-title>. <source>Semin Cancer Biol</source> (<year>2020</year>) <volume>60</volume>:<page-range>274&#x2013;84</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.semcancer.2019.09.001</pub-id>
</citation>
</ref>
<ref id="B123">
<label>123</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bustamante-Marin</surname> <given-names>XM</given-names>
</name>
<name>
<surname>Merlino</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Devericks</surname> <given-names>E</given-names>
</name>
<name>
<surname>Carson</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Hursting</surname> <given-names>SD</given-names>
</name>
<name>
<surname>Stewart</surname> <given-names>DA</given-names>
</name>
</person-group>. <article-title>Mechanistic targets and nutritionally relevant intervention strategies to break obesity-breast cancer links</article-title>. <source>Front Endocrinol (Lausanne)</source> (<year>2021</year>) <volume>12</volume>:<elocation-id>632284</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fendo.2021.632284</pub-id>
</citation>
</ref>
<ref id="B124">
<label>124</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ollberding</surname> <given-names>NJ</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Shvetsov</surname> <given-names>YB</given-names>
</name>
<name>
<surname>Wilkens</surname> <given-names>LR</given-names>
</name>
<name>
<surname>Franke</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Cooney</surname> <given-names>RV</given-names>
</name>
<etal/>
</person-group>. <article-title>Prediagnostic leptin, adiponectin, c-reactive protein, and the risk of postmenopausal breast cancer</article-title>. <source>Cancer Prev Res (Phila)</source> (<year>2013</year>) <volume>6</volume>(<issue>3</issue>):<page-range>188&#x2013;95</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1940-6207.CAPR-12-0374</pub-id>
</citation>
</ref>
<ref id="B125">
<label>125</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Prognostic values of tumoral MMP2 and MMP9 overexpression in breast cancer: a systematic review and meta-analysis</article-title>. <source>BMC Cancer</source> (<year>2021</year>) <volume>21</volume>(<issue>1</issue>):<fpage>149</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12885-021-07860-2</pub-id>
</citation>
</ref>
<ref id="B126">
<label>126</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Su</surname> <given-names>H</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>F</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>R</given-names>
</name>
<name>
<surname>Trinh</surname> <given-names>B</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>N</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Publisher correction: collagenolysis-dependent DDR1 signalling dictates pancreatic cancer outcome</article-title>. <source>Nature</source> (<year>2023</year>) <fpage>615, E24</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41586-023-05920-0</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>