<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2022.1069192</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Immunogenic change after percutaneous microwave ablation in pulmonary malignancies: Variation in immune cell subsets and cytokines in peripheral blood</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname><given-names>Liang</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname><given-names>Mingming</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname><given-names>Jun</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname><given-names>Yang</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname><given-names>Taijie</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xia</surname><given-names>Jianguo</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Feng</surname><given-names>Bo</given-names>
</name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shen</surname><given-names>Jialin</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1959039"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Pudong</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Clinical Medicine, Jining Medical University, Jining</institution>, <addr-line>Shandong</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Radiology, Shanghai Jiao Tong University School of Medicine, Pudong</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Radiology, People&#x2019;s Hospital of Qintong, Taizhou</institution>, <addr-line>Jiangsu</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Ultrasound, Shanghai Jiao Tong University School of Medicine, Pudong</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Interventional Radiology, The First Hospital of China Medical University, Shenyang</institution>, <addr-line>Liaoning</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Yueyong Xiao, Chinese People&#x2019;s Liberation Army General Hospital, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Xin Li, People&#x2019;s Liberation Army General Hospital, China; Shigenori Goto, Seta Clinic Tokyo, Japan</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jialin Shen, <email xlink:href="mailto:jialinshen123@163.com">jialinshen123@163.com</email>; Bo Feng, <email xlink:href="mailto:fb6772@163.com">fb6772@163.com</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;These authors share first authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Cancer Immunity and Immunotherapy, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1069192</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zhang, Zhang, Wang, Li, Wang, Xia, Feng and Shen</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zhang, Zhang, Wang, Li, Wang, Xia, Feng and Shen</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>
<sec>
<title>Introduction</title>
<p>To investigate immunogenic changes after percutaneous microwave ablation (MWA) in pulmonary malignancies.</p>
</sec>
<sec>
<title>Methods</title>
<p>Twenty-two consecutive patients with pulmonary malignancies who underwent percutaneous lung tumor MWA were prospectively enrolled in this study. Peripheral blood samples were collected on the day before (D0) and one month (M1) after MWA. Changes in immune cell subsets (CD3+, CD4+, and CD8+ T cells, and B, natural killer, regulatory T (Treg), and CD3-CD20+ cells) and cytokines (interleukin [IL]-2, 4, 6, 10, 17A, tumor necrosis factor [TNF]-&#x3b1;, and interferon-&#x3b3;) were noted and compared. Progression-free survival (PFS) and potentially related factors were analyzed.</p>
</sec>
<sec>
<title>Results</title>
<p>The proportion of CD8+ T cells increased from 22.95 &#xb1; 7.38% (D0) to 25.95 &#xb1; 9.16% (M1) (<italic>p</italic> = 0.031). The proportion of Treg cells decreased from 10.82 &#xb1; 4.52% (D0) to 8.77 &#xb1; 2.05% (M1) (<italic>p</italic> = 0.049). The IL-2 concentration was also decreased from 1.58 &#xb1; 0.46 pg/mL (D0) to 1.26 &#xb1; 0.60 pg/mL (M1) (<italic>p</italic> = 0.028). The reduction in Treg cells predicted PFS independently of clinical prognostic features in multivariate analysis (hazard ratio = 4.97, 95% confidence interval: 1.32&#x2013;18.66, <italic>p</italic> = 0.018). A reduction in the proportion of Treg cells was observed in 15 patients (68.2%) and the average of the reduction was 2.05 &#xb1; 4.60%. Those patients with a reduction in the proportion of Treg cells that was more than average showed a significantly longer median PFS time than those with a reduction that was less than average (16 months <italic>vs</italic>. 8.5 months, <italic>p</italic> = 0.025).</p>
</sec>
<sec>
<title>Discussion</title>
<p>Percutaneous MWA of pulmonary malignancies leads to immunogenic changes. The reduction in the proportion of Treg cells was independently associated with PFS.</p>
</sec>
</abstract>
<kwd-group>
<kwd>CD8+ T cell</kwd>
<kwd>IL-2</kwd>
<kwd>percutaneous microwave ablation</kwd>
<kwd>pulmonary malignancies</kwd>
<kwd>regulatory T cells</kwd>
<kwd>immune system</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="9"/>
<word-count count="4030"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Thermal ablation has been widely used for the local ablation of solid tumors, with the advantages of high treatment efficacies and low complication risks (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>). An increasing number of studies have demonstrated that thermal ablation not only destroys the tumor locally, but also leads to a change in systemic anti-tumor immunity (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). Such a change in immunity has been shown to predict the prognosis of patients (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>Although the mechanism of how thermal ablation can activate anti-tumor immunity has not been fully elucidated, recent studies have suggested that thermal ablation could modulate systemic anti-tumor immunity by activating various steps in the cancer immunity cycle, including: release of neoantigen and danger signals (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>); upregulation of immune cells in peripheral blood (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>); increased tumor-infiltrating lymphocytes (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>); elevation of interferon-gamma (IFN-&#x3b3;) and other pro-inflammatory cytokines (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>), and a reduction in immunosuppressive regulatory T (Treg) cells (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>In recent years, thermal ablation of primary and metastatic lung malignancies has gained in popularity for patients whose tumors are not suitable for surgical resection (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>). However, previous studies regarding the immunity change caused by thermal ablation mainly focused on hepatocellular carcinoma (HCC), and breast, renal cell, and prostate cancers. Few to no studies have investigated immunity changes after thermal ablation of pulmonary malignancies (<xref ref-type="bibr" rid="B23">23</xref>). Thus, in the present study, immune cell subsets and cytokines were determined in the peripheral blood of patients, and compared before and after the percutaneous microwave ablation (MWA) of pulmonary malignancies. The aim of the study was to investigate immunogenic change after percutaneous lung MWA and its relationship with the prognosis of patients.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Study design</title>
<p>This monocentric prospective study was performed at our institution from January 2020 to December 2020. This study was approved by the local Institutional Review Board and informed consent was obtained from all eligible patients. After a multidisciplinary meeting that included surgeons, interventional radiologists, pathologists and oncologists, 104 consecutive patients who were recommended to receive MWA for pulmonary malignancies were assessed. Patients aged &gt; 18 years, with a diagnosis of primary and metastatic lung malignancies by pathology, with less than five lesions, and with tumors that had a maximum diameter &#x2264;5cm were included. Exclusion criteria included: 1) those with contraindications of MWA; 2) received chemotherapy, immunotherapy, radiotherapy or MWA within three months before enrollment in the study or within one month after MWA; 3) experienced severe complications from MWA such as infections or massive bleeding; 4) received glucocorticoid treatment or immunosuppressive therapy; 5) declined to participate in the study.</p>
<p>The day when MWA was performed was defined as D1. Patients&#x2019; peripheral blood samples were collected on the day before (D0) and one month (M1) after MWA, and were used to measure changes in immune cell subsets and cytokines. All patients received a clinical follow-up (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flowchart of the study. D0, day before MWA; D1, day of MWA; M1, one month after MWA; MWA, percutaneous microwave ablation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1069192-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>Percutaneous microwave ablation</title>
<p>Percutaneous MWA was performed by an experienced interventional radiologist under the guidance of a dual-source computed tomography (CT) system (SOMATOM Force, Siemens Healthcare, Forchheim, Germany) with local anesthesia (lidocaine). The MWA system (MTC-3C, Vison-China Medical Devices R&amp;D Center, Nanjing, China) consisted of a 2450 &#xb1; 50MHz generator generating a maximum of 100 W and a water-cooled antenna (outer diameter was 16G or 18G and effective length was 150&#xa0;mm or 180&#xa0;mm).</p>
<p>Tumors with a maximal diameter less than 3&#xa0;cm were treated with a single applicator that was placed in the center of the tumor. To ensure the ablation range completely covered the tumors and 0.5&#xa0;cm around each tumor, tumors with a diameter larger than 3&#xa0;cm were treated using two to three different sites based on tumor size and shape. A second or even third ablation was performed for those with a progression in ablation lesions.</p>
<p>A tumor treated according to the protocol and with a patient who was completely recovered as determined at the time of the procedure was deemed a &#x201c;technical success&#x201d;.</p>
<p>All patients received a chest CT scan the next day after MWA to assess for pneumothorax or hemorrhage. Analgesics and antipyretics were prescribed if necessary.</p>
</sec>
<sec id="s2_3">
<title>Measurement of immune cell subsets and cytokines</title>
<p>Peripheral blood samples were collected from patients on D0 and M1. T cells (CD3+), CD4+ T cells (CD3+CD4+), CD8+ T cells (CD3+CD8+), B cells (CD3-CD19+), natural killer (NK) cells (CD3-CD16+CD56+), CD20+ B cells (CD45+CD3-CD20+), and Treg cells (CD3+CD4+CD25+CD127-) were analyzed by flow cytometry (BD FACSCalibur, BD Biosciences, Sparks, MD, USA) using BD Multi-TEST IMK Kits (BD Biosciences, Shanghai, China). Levels of cytokines: interleukin-2 (IL-2), IL-4, IL-6, IL-10, IL-17A, tumor necrosis factor-alpha (TNF-&#x3b1;), and IFN-&#x3b3; were determined by a Luminex 200 analyzer (Shanghai Tellgen Life Science Co. Ltd, Shanghai, China) using cytokine detection kits (Bio-Rad, Hercules, CA, USA).</p>
</sec>
<sec id="s2_4">
<title>Treatments after MWA</title>
<p>For primary lung malignancies, patients with sensitive mutations were treated with epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) or anaplastic lymphoma (ALK) kinase inhibitors. For those without mutations, platinum-based chemotherapy was administered. For patients with metastatic lung malignancies, systematic chemotherapy was administered according to the pathology of the primary tumor. For all patients, if local therapy (such as radiotherapy, a second thermal ablation, transhepatic arterial chemotherapy, and embolization) or immunotherapy was necessary, such treatments were administered one month after MWA.</p>
</sec>
<sec id="s2_5">
<title>Complications and follow-up</title>
<p>Treatment-related complications were noted within 30 days after ablation, and were classified in accordance with the Common Terminology Criteria for Adverse Events version 4.0 (<xref ref-type="bibr" rid="B24">24</xref>). Patients with major complications were excluded from the study.</p>
<p>Patient follow-up was conducted at 1 month and every 3 months thereafter until death or the last follow-up. Follow-up evaluation included physical examination, laboratory testing, and contrast-enhanced imaging (ultrasound, CT, magnetic resonance imaging, or positron emission tomography).</p>
<p>Technique efficacy referred to a defined prospective time point when &#x201c;complete ablation&#x201d; of the macroscopic tumor was achieved as noted on follow-up imaging. Complete ablation was defined as lesion disappearance, complete cavitation formation, fibrotic progression or scar formation, solid nodule involution or no change, and/or atelectasis presenting as no contrast-enhanced signs on follow-up CT images. Incomplete ablation was indicated by incomplete cavernous formation with several remaining solid or liquid components; partial fibrosis or fibrotic lesions with solid residues; and/or solid nodules with unchanged or increased size displaying irregular peripheral or internal enhancement signs on follow-up CT images.</p>
<p>Treatment response was evaluated according to the Response Evaluation of Criteria in Solid Tumors version 4.0 (<xref ref-type="bibr" rid="B25">25</xref>). Progression-free survival (PFS), was defined as the interval between initial treatment and disease progression or death.</p>
</sec>
<sec id="s2_6">
<title>Statistical analysis</title>
<p>Statistical software (SPSS version 19.0; SPSS, Chicago, IL, USA) was used for analysis. Continuous variables were presented as mean &#xb1; standard deviation and compared by paired sample <italic>t</italic> test. Categorical variables were presented as frequencies and compared using the chi-square test. Univariate and multivariate analyses were used to identify factors associated with PFS. Progression-free survival was analyzed using Kaplan&#x2013;Meier curves and a log-rank test. A Cox proportional hazards model was used to examine risk factors associated with PFS. Variables with a <italic>p</italic> value less than 0.1 were entered into the multivariate model. The relationship among those variables was analyzed by using spearman correlation coefficients. A <italic>p</italic> value less than 0.05 indicated a significant difference.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Characteristics of study population</title>
<p>Between January 2020 and December 2020, 104 consecutive patients were assessed. A total of 24 eligible patients were enrolled in the study. Technical success was achieved in all 24 patients. One patient was excluded due to experiencing pneumonia after MWA. Another patient was excluded due to a lack of M1 blood sample. Finally, 22 patients finished the study. <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> summarizes the main characteristics of the studied population.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characteristics of study population.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristics</th>
<th valign="top" align="center">Values</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Gender (male/female)</td>
<td valign="top" align="center">13/9</td>
</tr>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="center">67.04 &#xb1; 10.07</td>
</tr>
<tr>
<td valign="top" align="left">Histological type</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Pulmonary adenocarcinoma</td>
<td valign="top" align="center">13</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Pulmonary squamous cell carcinoma</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Small cell lung cancer</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Metastatic lung cancer</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="left">Primary/Metastatic</td>
<td valign="top" align="center">17/5</td>
</tr>
<tr>
<td valign="top" align="left">Diameter of index tumor (cm)</td>
<td valign="top" align="center">2.38 &#xb1; 1.21</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Stage</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;I</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;II</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;III</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;IV</td>
<td valign="top" align="center">12</td>
</tr>
<tr>
<td valign="top" align="left">ECOG PS</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;0</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;1</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;2</td>
<td valign="top" align="center">9</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;3</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Other treatment after MWA</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Targeted drugs</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Chemotherapy/TACE</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Radiotherapy</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No other treatment</td>
<td valign="top" align="center">7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ECOG PS, Eastern Cooperative Oncology Group performance status; MWA, percutaneous microwave ablation; TACE, transhepatic arterial chemotherapy and embolization.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Variation in immune cell subsets and cytokines after MWA</title>
<p>The variations in immune cell subsets and cytokines after MWA are shown in <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref> and <xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2A</bold></xref>
<xref ref-type="fig" rid="f2"><bold>, B</bold></xref>. The proportion of CD8+ T cells increased from 22.95 &#xb1; 7.38% (D0) to 25.95 &#xb1; 9.16% (M1) (<italic>p</italic> = 0.031). An increase in the proportion of CD8+ T cells was observed in 15 (68.2%) patients. The proportion of Treg cells decreased from 10.82 &#xb1; 4.52% (D0) to 8.77 &#xb1; 2.05% (M1) (<italic>p</italic> = 0.049). A decrease in proportion of Treg cells was observed in 15 (68.2%) patients. The IL-2 concentration at M1 was significantly lower than that at D0 (1.26 &#xb1; 0.60 pg/mL <italic>vs</italic>. 1.58 &#xb1; 0.46 pg/mL, <italic>p</italic> = 0.028). A decrease in the IL-2 concentration was observed in 13 (59.1%) patients. Other immune cell subsets and cytokines showed no significant difference between D0 and M1.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Variations in immune cell subsets and cytokines after MWA.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">D0</th>
<th valign="top" align="center">M1</th>
<th valign="top" align="center">Variation</th>
<th valign="top" align="center">P value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" colspan="5" align="left">Immune Cells</td>
</tr>
<tr>
<td valign="top" align="left">Proportion of T cells (%)</td>
<td valign="top" align="char" char="&#xb1;">63.64 &#xb1; 12.53</td>
<td valign="top" align="char" char="&#xb1;">65.68 &#xb1; 11.78</td>
<td valign="top" align="char" char="&#xb1;">2.05 &#xb1; 6.69</td>
<td valign="top" align="center">0.167</td>
</tr>
<tr>
<td valign="top" align="left">Number of T cells (*10<sup>9</sup>/L)</td>
<td valign="top" align="char" char="&#xb1;">796.14 &#xb1; 394.06</td>
<td valign="top" align="char" char="&#xb1;">835.95 &#xb1; 381,73</td>
<td valign="top" align="char" char="&#xb1;">39.82 &#xb1; 193.37</td>
<td valign="top" align="center">0.345</td>
</tr>
<tr>
<td valign="top" align="left">Proportion of CD4+ T cells (%)</td>
<td valign="top" align="char" char="&#xb1;">38.86 &#xb1; 9.32</td>
<td valign="top" align="char" char="&#xb1;">37.86 &#xb1; 10.59</td>
<td valign="top" align="char" char="&#xb1;">-1 &#xb1; 6.33</td>
<td valign="top" align="center">0.467</td>
</tr>
<tr>
<td valign="top" align="left">Number of CD4+ cells (cells/uL)</td>
<td valign="top" align="char" char="&#xb1;">485.82 &#xb1; 244.30</td>
<td valign="top" align="char" char="&#xb1;">484.86 &#xb1; 245.62</td>
<td valign="top" align="char" char="&#xb1;">-0.95 &#xb1; 91.48</td>
<td valign="top" align="center">0.961</td>
</tr>
<tr>
<td valign="top" align="left">Proportion of CD8+ T cells (%)</td>
<td valign="top" align="char" char="&#xb1;">22.95 &#xb1; 7.38</td>
<td valign="top" align="char" char="&#xb1;">25.95 &#xb1; 9.16</td>
<td valign="top" align="char" char="&#xb1;">3 &#xb1; 6.07</td>
<td valign="top" align="center">0.031</td>
</tr>
<tr>
<td valign="top" align="left">Number of CD8+ cells (cells/&#xb5;L)</td>
<td valign="top" align="char" char="&#xb1;">286.55 &#xb1; 167.77</td>
<td valign="top" align="char" char="&#xb1;">333.14 &#xb1; 187.46</td>
<td valign="top" align="char" char="&#xb1;">46.59 &#xb1; 121.91</td>
<td valign="top" align="center">0.087</td>
</tr>
<tr>
<td valign="top" align="left">Proportion of B cells (%)</td>
<td valign="top" align="char" char="&#xb1;">12.32 &#xb1; 8.97</td>
<td valign="top" align="char" char="&#xb1;">10.82 &#xb1; 7.61</td>
<td valign="top" align="char" char="&#xb1;">-1.5 &#xb1; 5.17</td>
<td valign="top" align="center">0.188</td>
</tr>
<tr>
<td valign="top" align="left">Number of B cells (cells/&#xb5;L)</td>
<td valign="top" align="char" char="&#xb1;">177.59 &#xb1; 177.03</td>
<td valign="top" align="char" char="&#xb1;">155.23 &#xb1; 156.67</td>
<td valign="top" align="char" char="&#xb1;">-22.36 &#xb1; 56.46</td>
<td valign="top" align="center">0.077</td>
</tr>
<tr>
<td valign="top" align="left">Proportion of NK cells (%)</td>
<td valign="top" align="char" char="&#xb1;">22.50 &#xb1; 12.02</td>
<td valign="top" align="char" char="&#xb1;">22.36 &#xb1; 10.37</td>
<td valign="top" align="char" char="&#xb1;">-0.14 &#xb1; 7.86</td>
<td valign="top" align="center">0.936</td>
</tr>
<tr>
<td valign="top" align="left">Number of NK cells (cells/&#xb5;L)</td>
<td valign="top" align="char" char="&#xb1;">261.77 &#xb1; 161.33</td>
<td valign="top" align="char" char="&#xb1;">299.59 &#xb1; 253.93</td>
<td valign="top" align="char" char="&#xb1;">37.82 &#xb1; 198.29</td>
<td valign="top" align="center">0.381</td>
</tr>
<tr>
<td valign="top" align="left">Proportion of CD20+B cells (%)</td>
<td valign="top" align="char" char="&#xb1;">11.71 &#xb1; 9.07</td>
<td valign="top" align="center">10.92 &#xb1; 8.13</td>
<td valign="top" align="char" char="&#xb1;">-1.29 &#xb1; 5.60</td>
<td valign="top" align="center">0.449</td>
</tr>
<tr>
<td valign="top" align="left">Number of Treg cells (cells/&#xb5;L)</td>
<td valign="top" align="char" char="&#xb1;">46.50 &#xb1; 14.46</td>
<td valign="top" align="char" char="&#xb1;">40.72 &#xb1; 19.22</td>
<td valign="top" align="char" char="&#xb1;">-5.77 &#xb1; 19.82</td>
<td valign="top" align="center">0.186</td>
</tr>
<tr>
<td valign="top" align="left">Proportion of Treg cells (%)*</td>
<td valign="top" align="char" char="&#xb1;">10.82 &#xb1; 4.52</td>
<td valign="top" align="char" char="&#xb1;">8.77 &#xb1; 2.05</td>
<td valign="top" align="char" char="&#xb1;">-2.05 &#xb1; 4.60</td>
<td valign="top" align="center">0.049</td>
</tr>
<tr>
<td valign="top" colspan="5" align="left">Cytokines</td>
</tr>
<tr>
<td valign="top" align="left">IL-2 (pg/ml)</td>
<td valign="top" align="char" char="&#xb1;">1.58 &#xb1; 0.46</td>
<td valign="top" align="char" char="&#xb1;">1.26 &#xb1; 0.60</td>
<td valign="top" align="char" char="&#xb1;">-0.32 &#xb1; 0.65</td>
<td valign="top" align="center">0.028</td>
</tr>
<tr>
<td valign="top" align="left">IL-4 (pg/ml)</td>
<td valign="top" align="char" char="&#xb1;">2.02 &#xb1; 1.23</td>
<td valign="top" align="char" char="&#xb1;">4.65 &#xb1; 7.11</td>
<td valign="top" align="char" char="&#xb1;">2.62 &#xb1; 6.42</td>
<td valign="top" align="center">0.069</td>
</tr>
<tr>
<td valign="top" align="left">IL-6 (pg/ml)</td>
<td valign="top" align="char" char="&#xb1;">16.16 &#xb1; 24.54</td>
<td valign="top" align="char" char="&#xb1;">11.33 &#xb1; 9.38</td>
<td valign="top" align="char" char="&#xb1;">-4.84 &#xb1; 18.45</td>
<td valign="top" align="center">0.233</td>
</tr>
<tr>
<td valign="top" align="left">IL-10 (pg/ml)</td>
<td valign="top" align="char" char="&#xb1;">2.85 &#xb1; 2.20</td>
<td valign="top" align="char" char="&#xb1;">2.80 &#xb1; 1.30</td>
<td valign="top" align="char" char="&#xb1;">-0.06 &#xb1; 1.93</td>
<td valign="top" align="center">0.894</td>
</tr>
<tr>
<td valign="top" align="left">IL-17A (pg/ml)</td>
<td valign="top" align="char" char="&#xb1;">7.34 &#xb1; 7.96</td>
<td valign="top" align="char" char="&#xb1;">11.22 &#xb1; 11.55</td>
<td valign="top" align="char" char="&#xb1;">3.89 &#xb1; 12.83</td>
<td valign="top" align="center">0.170</td>
</tr>
<tr>
<td valign="top" align="left">TNF-&#x3b1; (pg/ml)</td>
<td valign="top" align="char" char="&#xb1;">1.58 &#xb1; 0.63</td>
<td valign="top" align="char" char="&#xb1;">1.39 &#xb1; 0.84</td>
<td valign="top" align="char" char="&#xb1;">-0.19 &#xb1; 0.89</td>
<td valign="top" align="center">0.343</td>
</tr>
<tr>
<td valign="top" align="left">IFN-&#x3b3; (pg/ml)</td>
<td valign="top" align="char" char="&#xb1;">2.52 &#xb1; 2.34</td>
<td valign="top" align="char" char="&#xb1;">2.61 &#xb1; 2.69</td>
<td valign="top" align="char" char="&#xb1;">-0.09 &#xb1; 2.79</td>
<td valign="top" align="center">0.881</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>D0: day before MWA; D1: day of MWA; IL: interleukin; IFN-&#x3b3;: interferon-gamma; M1: one month after MWA; MWA: percutaneous microwave ablation; NK: natural killer cell; TNF-&#x3b1;: tumor necrosis factor-alpha; Treg: regulatory T cell.</p>
</fn>
<fn>
<p>*represent the proportion of Treg cells among CD4+ T cells.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Variations in immune cell subsets <bold>(A)</bold> and cytokines <bold>(B)</bold> after MWA on a per-patient basis. IL, interleukin; MWA, percutaneous microwave ablation; NK, natural killer; TNF, tumor necrosis factor.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1069192-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Follow-up analysis</title>
<p>No major post-treatment complications occurred in all patients after MWA. The average follow-up interval was 12.68 &#xb1; 7.56 (3 &#x2013; 24) months. Technical efficacy was achieved in 16 patients (72.7%) during follow-up. One patient was lost to follow-up 15 months after MWA without disease progression. During the follow-up, a total of 16 patients (72.7%) showed disease progression.</p>
<p>In a Cox regression analysis of variables potentially associated with PFS (<xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>), gender (hazard ratio [HR] = 0.22, 95% confidence interval [CI]: 0.06&#x2013;0.82), stage (HR = 4.26, 95% CI: 0.88&#x2013;20.71), PS (HR = 1.98, 95% CI: 1.15&#x2013;3.42), technical efficacy (HR = 0.31, 95% CI: 0.10&#x2013;0.97), and a reduction in the proportion of Treg cells (HR = 3.30, 95% CI: 1.06&#x2013;10.25) were significantly associated with PFS in univariate analysis. No linear correlation was found among the variables that entered into the multivariate model according to spearman correlation analysis (all p &gt; 0.05). In multivariate analysis, a reduction in the proportion of Treg cells (HR = 4.97, 95% CI: 1.32&#x2013;18.67, <italic>p</italic> = 0.018) was independently associated with PFS.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Univariate and multivariate Cox regression analyses of variables potentially associated with PFS.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variables</th>
<th valign="top" align="center">Patients</th>
<th valign="top" colspan="3" align="center">Univariate analysis</th>
<th valign="top" colspan="3" align="center">Multivariate analysis</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center"/>
<th valign="top" align="center">HR</th>
<th valign="top" align="center">95% CI</th>
<th valign="top" align="center"><italic>P</italic>-value</th>
<th valign="top" align="center">HR</th>
<th valign="top" align="center">95% CI</th>
<th valign="top" align="center"><italic>P</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">0.33-2.93</td>
<td valign="top" align="center">0.807</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2264; 60 years</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&gt;60 years</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.22</td>
<td valign="top" align="center">0.06-0.82</td>
<td valign="top" align="center">0.024</td>
<td valign="top" align="center">3.19</td>
<td valign="top" align="center">0.71-14.29</td>
<td valign="top" align="center">0.129</td>
</tr>
<tr>
<td valign="top" align="left">male</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">female</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Diameter of index tumor</td>
<td valign="top" align="center">2.71</td>
<td valign="top" align="center">0.80-9.21</td>
<td valign="top" align="center">0.109</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2264; 3 cm</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&gt;3cm</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Histological type</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.28</td>
<td valign="top" align="center">0.87-1.88</td>
<td valign="top" align="center">0.203</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">pulmonary adenocarcinoma</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">pulmonary squamous cell carcinoma</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">small cell lung cancer</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">metastatic lung cancer</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Primary</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.49</td>
<td valign="top" align="center">0.157-1.53</td>
<td valign="top" align="center">0.218</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Stage</td>
<td valign="top" align="left"/>
<td valign="top" align="center">4.26</td>
<td valign="top" align="center">0.88-20.71</td>
<td valign="top" align="center">0.073</td>
<td valign="top" align="center">5.15</td>
<td valign="top" align="center">0.52-51.23</td>
<td valign="top" align="center">0.162</td>
</tr>
<tr>
<td valign="top" align="left">I</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">II</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">III</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">IV</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">PS</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.98</td>
<td valign="top" align="center">1.15-3.42</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">1.44</td>
<td valign="top" align="center">0.76-2.75</td>
<td valign="top" align="center">0.264</td>
</tr>
<tr>
<td valign="top" align="left">0</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Other treatment</td>
<td valign="top" align="left"/>
<td valign="top" align="center">2.77</td>
<td valign="top" align="center">0.78-9.77</td>
<td valign="top" align="center">0.114</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Technical efficacy</td>
<td valign="top" align="center">0.31</td>
<td valign="top" align="center">0.10-0.97</td>
<td valign="top" align="center">0.044</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">0.21-2.56</td>
<td valign="top" align="center">0.62</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Increase in CD8+ T cell proportion</td>
<td valign="top" align="center">1.62</td>
<td valign="top" align="center">0.52-5.03</td>
<td valign="top" align="center">0.404</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2265; average</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&lt;average</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Reduction in Treg cells proportion</td>
<td valign="top" align="center">3.302</td>
<td valign="top" align="center">1.06-10.25</td>
<td valign="top" align="center">0.039</td>
<td valign="top" align="center">4.97</td>
<td valign="top" align="center">1.32-18.67</td>
<td valign="top" align="center">0.018</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265; average</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&lt;average</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Reduction in IL-2 level</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">0.15-1.25</td>
<td valign="top" align="center">0.122</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2265; average</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&lt;average</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>CI, confidence interval; HR, hazard ratio; IL, interleukin; PS, performance status; Treg, regulatory T cell.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Patients with an absolute percentage decrease in the proportion of Treg cells over the average showed longer PFS (median PFS: 16.0 months) than patients with an absolute percentage decrease below the average (median PFS: 8.5 months) (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>, log-rank test: <italic>p</italic> = 0.025. <xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>, showed a case of a reduction in proportion of Treg cells predict PFS).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The reduction in the proportion of Treg cells is associated with PFS. <bold>(A)</bold> PFS according to a reduction in the proportion of Treg cells between D0 and M1. <bold>(B)</bold> A case showing that a reduction in proportion of Treg cells predict PFS. A 49-year-old female was diagnosed with pulmonary oligometastasis of urothelial carcinoma and underwent MWA (upper row: arrow indicated the change of treated lesion at different time point). One month after ablation of the index tumor, an abscopal effect was observed: untreated tumor regression (lower row: arrow indicated the change of untreated lesion at different time point). At M1, the proportion of CD8+ T cells increased from 39% (D0) to 53% (M1). However, the proportion of Treg cells also increased from 8.1% (D0) to 9.7% (M1). Finally, tumor progression was observed 4 months after MWA. The patient&#x2019;s overall survival time was 10 months. D0, day before MWA; M1, one month after MWA; MWA, percutaneous microwave ablation; PFS, progression-free survival; Treg, regulatory T cell.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1069192-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The present prospective study investigated immunogenic changes after percutaneous lung MWA and analyzed potentially related factors associated with patients&#x2019; prognosis. Our data indicated that percutaneous MWA of pulmonary malignancies leads to an immunogenic change, including an increase in the proportion of CD8+ T cells and a decrease in the proportion of Treg cells and IL-2 concentration. The reduction in the proportion of Treg cells was independently associated with PFS.</p>
<p>Several studies have investigated the relationship between thermal ablation of lung tumors and systemic anti-tumor immunity. Fietta et&#xa0;al. (<xref ref-type="bibr" rid="B13">13</xref>) reported that 30 days after radiofrequency ablation (RFA) of lung tumor, a significant reduction in Treg cells count with an increase in CD4+ T cell proliferation and number of IFN-&#x3b3;&#x2013;secreting cells was observed. The reduction in Treg cells lasted up to 90 days after treatment. Schneider et&#xa0;al. (<xref ref-type="bibr" rid="B26">26</xref>) showed that treatment of patients with RFA led to an activated and highly T-cell&#x2013;stimulatory phenotype in dendritic cells, and that the RFA-induced necrotic tumor debris can serve as an <italic>in-situ</italic> antigen source to induce an autologous anti-tumor immune response. Wang et&#xa0;al. (<xref ref-type="bibr" rid="B27">27</xref>) reported that after RFA, the level of Th1 and Th1/Th2 cells increased, whereas levels of Th2, Th17, and Treg cells declined, indicating an improvement in anti-tumor immunity. Our data reinforce current evidence that a thermal ablation of lung tumor can trigger systemic immunological effects.</p>
<p>Preclinical studies have shown that lymphocytes that infiltrate the tumor as a result of thermal ablation are predominantly CD4+ and CD8+ T cells (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B28">28</xref>). However, an increase in T-cell subsets was not very marked in peripheral blood samples. Zhou et&#xa0;al. (<xref ref-type="bibr" rid="B29">29</xref>) reported that levels of circulating T-cell subsets, except for Th17 cells, were relatively stable after MWA in patients with HCC. In the present study, only the proportion of CD8+ T cells increased after MWA. The amount of CD8+ T cells was not increased significantly, indicating that the change in T-cell subsets induced by MWA may be mild or transient. Other studies (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B30">30</xref>) also reported that NK cell and macrophage infiltration appears to increase with thermal ablation. However, in our study, a significant change in NK and B cells was not detected. A decline in Treg cells post-ablation has been reported in several studies (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Treg cells could facilitate tumor progression by suppressing the antitumor immune response, and was reported negatively correlated with survival (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). A higher number of CD4+ and CD8+ T cells and a lower number of Treg cells post-thermal ablation have been shown to have a positive effect on tumor progression and survival (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). In the present study, the reduction in Treg cells was the only feature that predicted PFS independently in multivariate analysis, indicating that the MWA-induced reduction of Treg cells plays an essential role in the enhancement of systemic anti-tumor immunity.</p>
<p>Changes in cytokines after thermal ablation have also been reported in several studies. Elevated IFN-&#x3b3; levels post-ablation has been shown to be associated with tumor-infiltrating lymphocytes (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). The pro-inflammatory cytokines, IL-1&#x3b2;, IL-6, and IL-8, have also been noted to be elevated post-thermal ablation (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B37">37</xref>). These cytokines have been shown to assist with T-cell proliferation and trafficking (<xref ref-type="bibr" rid="B38">38</xref>). However, in the present study, only a decrease in IL-2 concentration was found. Interleukin-2 plays an important role in the immune system by binding to the IL-2 receptor (IL-2R) on the surface of lymphocytes. It has the ability to activate CD8+ T and NK cells, and promote their proliferation. However, IL-2 can also activate Treg cells, which inhibits the anti-tumor immune response of T cells (<xref ref-type="bibr" rid="B39">39</xref>). The IL-2R is another key point in the process; high affinity IL-2R (complex of &#x3b1;/&#x3b2;/&#x3b3;) is expressed on Treg cells, while low affinity IL-2R (complex of &#x3b2;/&#x3b3;) is expressed on CD8+T and NK cells. Therefore, the trimer high affinity complex on Treg cells consumes a large amount of IL-2, which requires a higher dose of IL-2 to achieve cytotoxic T lymphocyte (CTL)&#x2013;mediated anti-tumor immunity (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). Today, research on IL-2 therapy focuses on how to enhance the activation of IL-2 on CTLs and reduce or block the activation of Treg cells (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). In the present study, an increase in proportion of CD8+ T cells and a decrease in proportion of Treg cells and IL-2 concentration were observed at the same. Thus, it is postulated that MWA may induce a change in IL-2 bias; that is, IL-2 may selectively bind IL-2R on effector T cells, and reduce the binding of IL-2R on Treg cells. This hypothesis is worthy of further investigation in order to explore the potential of the combination of MWA and IL-2 therapy. Previous studies have shown that the combination of radiotherapy or PD-L1 blockade and IL-2 therapy potently stimulates systemic anti-tumor immunity (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>Several limitations exist in the present study. First, the study population was strictly selected and quite small. It may give rise to bias in statistical analysis, and the reliability of study result needs to be confirmed by further research. Second, only changes in immune cells and cytokines on D0 and M1 were analyzed. Further time points, such as an early (Day 1, Day 7) change and long term (M3, M6) change of immunity should be further investigated. Third, the mechanism of how MWA regulated immune cells and cytokines was not investigated in the present study; however, it is worthwhile to further explore the regimen in order to amplify the anti-tumor immunity induced by thermal ablation. Fourth, as the only biological material studied was blood, it is not possible to know if the observed variations were due to tumor infiltration or solely due to blood dynamics. Finally, only PFS and potentially related factors were analyzed in this study. In a further study, long-term follow-up should be conducted and overall survival should also be analyzed.</p>
<p>In conclusion, our study demonstrated that percutaneous MWA of pulmonary malignancies leads to immunogenic changes. The reduction found in the proportion of Treg cells was independently associated with PFS.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Ethic Committee of Renji Hospital, School of Medicine, Shanghai Jiao Tong University. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>LZ, BF and JS contributed to conception and design of the study. MZ performed statistical analysis and wrote sections of the manuscript. JW wrote the first draft of the manuscript. LZ, JS and JX performed MWA. TW and YL performed the follow-up. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This study was funded by Shanghai Health Committee (Grant Number 20204Y0041) and Shanghai Jiao Tong University (Grant Number YG2022QN024).</p>
</sec>
<sec id="s9" 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="s10" 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>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruers</surname> <given-names>T</given-names>
</name>
<name>
<surname>Van Coevorden</surname> <given-names>F</given-names>
</name>
<name>
<surname>Punt</surname> <given-names>CJA</given-names>
</name>
<name>
<surname>Pierie</surname> <given-names>JPEN</given-names>
</name>
<name>
<surname>Borel-Rinkes</surname> <given-names>I</given-names>
</name>
<name>
<surname>Ledermann</surname> <given-names>JA</given-names>
</name>
<etal/>
</person-group>. <article-title>Local treatment of unresectable colorectal liver metastases: Results of a randomized phase II trial</article-title>. <source>J Natl Cancer Institute</source> (<year>2017</year>) <volume>109</volume>:<fpage>djx015</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jnci/djx015</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reig</surname> <given-names>M</given-names>
</name>
<name>
<surname>Forner</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rimola</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ferrer-F&#xe0;brega</surname> <given-names>J</given-names>
</name>
<name>
<surname>Burrel</surname> <given-names>M</given-names>
</name>
<name>
<surname>Garcia-Criado</surname> <given-names>&#xc1;</given-names>
</name>
<etal/>
</person-group>. <article-title>BCLC strategy for prognosis prediction and treatment recommendation: The 2022 update</article-title>. <source>J Hepatol</source> (<year>2022</year>) <volume>76</volume>:<page-range>681&#x2013;93</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jhep.2021.11.018</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Venturini</surname> <given-names>M</given-names>
</name>
<name>
<surname>Cariati</surname> <given-names>M</given-names>
</name>
<name>
<surname>Marra</surname> <given-names>P</given-names>
</name>
<name>
<surname>Masala</surname> <given-names>S</given-names>
</name>
<name>
<surname>Pereira</surname> <given-names>PL</given-names>
</name>
<name>
<surname>Carrafiello</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>CIRSE standards of practice on thermal ablation of primary and secondary lung tumours</article-title>. <source>Cardiovasc Interventional Radiol</source> (<year>2020</year>) <volume>43</volume>:<page-range>667&#x2013;83</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00270-020-02432-6</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Percutaneous microwave ablation versus laparoscopic partial nephrectomy for cT1a renal cell carcinoma: A propensity-matched cohort study of 1955 patients</article-title>. <source>Radiology</source> (<year>2020</year>) <volume>294</volume>:<fpage>698</fpage>&#x2013;<lpage>706</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1148/radiol.2020190919</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haen</surname> <given-names>SP</given-names>
</name>
<name>
<surname>Pereira</surname> <given-names>PL</given-names>
</name>
<name>
<surname>Salih</surname> <given-names>HR</given-names>
</name>
<name>
<surname>Rammensee</surname> <given-names>HG</given-names>
</name>
<name>
<surname>Gouttefangeas</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>More than just tumor destruction: Immunomodulation by thermal ablation of cancer</article-title>. <source>Clin Dev Immunol</source> (<year>2011</year>) <volume>2011</volume>:<fpage>160250</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2011/160250</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chu</surname> <given-names>KF</given-names>
</name>
<name>
<surname>Dupuy</surname> <given-names>DE</given-names>
</name>
</person-group>. <article-title>Thermal ablation of tumours: Biological mechanisms and advances in therapy</article-title>. <source>Nat Rev Cancer</source> (<year>2014</year>) <volume>14</volume>:<fpage>199</fpage>&#x2013;<lpage>208</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrc3672</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dumolard</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ghelfi</surname> <given-names>J</given-names>
</name>
<name>
<surname>Roth</surname> <given-names>G</given-names>
</name>
<name>
<surname>Decaens</surname> <given-names>T</given-names>
</name>
<name>
<surname>Jilkova</surname> <given-names>ZM</given-names>
</name>
</person-group>. <article-title>Percutaneous ablation-induced immunomodulation in hepatocellular carcinoma</article-title>. <source>Int J Mol Sci</source> (<year>2020</year>) <volume>21</volume>:<fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms21124398</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leuchte</surname> <given-names>K</given-names>
</name>
<name>
<surname>Staib</surname> <given-names>E</given-names>
</name>
<name>
<surname>Thelen</surname> <given-names>M</given-names>
</name>
<name>
<surname>G&#xf6;del</surname> <given-names>P</given-names>
</name>
<name>
<surname>Lechner</surname> <given-names>A</given-names>
</name>
<name>
<surname>Zentis</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Microwave ablation enhances tumor-specific immune response in patients with hepatocellular carcinoma</article-title>. <source>Cancer Immunology Immunotherapy</source> (<year>2021</year>) <volume>70</volume>:<fpage>893</fpage>&#x2013;<lpage>907</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00262-020-02734-1</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lemdani</surname> <given-names>K</given-names>
</name>
<name>
<surname>Mignet</surname> <given-names>N</given-names>
</name>
<name>
<surname>Boudy</surname> <given-names>V</given-names>
</name>
<name>
<surname>Seguin</surname> <given-names>J</given-names>
</name>
<name>
<surname>Oujagir</surname> <given-names>E</given-names>
</name>
<name>
<surname>Bawa</surname> <given-names>O</given-names>
</name>
<etal/>
</person-group>. <article-title>Local immunomodulation combined to radiofrequency ablation results in a complete cure of local and distant colorectal carcinoma</article-title>. <source>OncoImmunology</source> (<year>2019</year>) <volume>8</volume>:<fpage>1550342</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/2162402X.2018.1550342</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghanamah</surname> <given-names>M</given-names>
</name>
<name>
<surname>Berber</surname> <given-names>E</given-names>
</name>
<name>
<surname>Siperstein</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Pattern of carcinoembryonic antigen drop after laparoscopic radiofrequency ablation of liver metastasis from colorectal carcinoma</article-title>. <source>Cancer</source> (<year>2006</year>) <volume>107</volume>:<page-range>149&#x2013;53</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cncr.21959</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Domingo-Musibay</surname> <given-names>E</given-names>
</name>
<name>
<surname>Heun</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Nevala</surname> <given-names>WK</given-names>
</name>
<name>
<surname>Callstrom</surname> <given-names>M</given-names>
</name>
<name>
<surname>Atwell</surname> <given-names>T</given-names>
</name>
<name>
<surname>Galanis</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Endogenous heat-shock protein induction with or without radiofrequency ablation or cryoablation in patients with stage IV melanoma</article-title>. <source>Oncologist</source> (<year>2017</year>) <volume>22</volume>:<page-range>1026&#x2013;e93</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1634/theoncologist.2017-0060</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zerbini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pilli</surname> <given-names>M</given-names>
</name>
<name>
<surname>Penna</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pelosi</surname> <given-names>G</given-names>
</name>
<name>
<surname>Schianchi</surname> <given-names>C</given-names>
</name>
<name>
<surname>Molinari</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Radiofrequency thermal ablation of hepatocellular carcinoma liver nodules can activate and enhance tumor-specific T-cell responses</article-title>. <source>Cancer Res</source> (<year>2006</year>) <volume>66</volume>:<page-range>1139&#x2013;46</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/0008-5472.CAN-05-2244</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fietta</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Morosini</surname> <given-names>M</given-names>
</name>
<name>
<surname>Passadore</surname> <given-names>I</given-names>
</name>
<name>
<surname>Cascina</surname> <given-names>A</given-names>
</name>
<name>
<surname>Draghi</surname> <given-names>P</given-names>
</name>
<name>
<surname>Dore</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Systemic inflammatory response and downmodulation of peripheral CD25+Foxp3+ T-regulatory cells in patients undergoing radiofrequency thermal ablation for lung cancer</article-title>. <source>Hum Immunol</source> (<year>2009</year>) <volume>70</volume>:<page-range>477&#x2013;86</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.humimm.2009.03.012</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ito</surname> <given-names>F</given-names>
</name>
<name>
<surname>Vardam</surname> <given-names>TD</given-names>
</name>
<name>
<surname>Appenheimer</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Eng</surname> <given-names>KH</given-names>
</name>
<name>
<surname>Gollnick</surname> <given-names>SO</given-names>
</name>
<name>
<surname>Muhitch</surname> <given-names>JB</given-names>
</name>
<etal/>
</person-group>. <article-title><italic>In situ</italic> thermal ablation augments antitumor efficacy of adoptive T cell therapy</article-title>. <source>Int J Hyperthermia</source> (<year>2019</year>) <volume>36</volume>:<fpage>22</fpage>&#x2013;<lpage>36</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/02656736.2019.1653500</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Li</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>Antitumor immunity augmented by combining radiofrequency ablation with anti&#x2013;CTLA-4 therapy in a subcutaneous murine hepatoma model</article-title>. <source>J Vasc Interventional Radiol</source> (<year>2020</year>) <volume>31</volume>:<page-range>1178&#x2013;86</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jvir.2020.01.022</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Hou</surname> <given-names>X</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zhuang</surname> <given-names>X</given-names>
</name>
</person-group>. <article-title>Effects of microwave ablation on T-cell subsets and cytokines of patients with hepatocellular carcinoma</article-title>. <source>Minimally Invasive Ther Allied Technol</source> (<year>2017</year>) <volume>26</volume>:<page-range>207&#x2013;11</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/13645706.2017.1286356</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Erinjeri</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>CT</given-names>
</name>
<name>
<surname>Samoilia</surname> <given-names>A</given-names>
</name>
<name>
<surname>Fleisher</surname> <given-names>M</given-names>
</name>
<name>
<surname>Gonen</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sofocleous</surname> <given-names>CT</given-names>
</name>
<etal/>
</person-group>. <article-title>Image-guided thermal ablation of tumors increases the plasma level of interleukin-6 and interleukin-10</article-title>. <source>J Vasc Interventional Radiol</source> (<year>2013</year>) <volume>24</volume>:<page-range>1105&#x2013;12</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jvir.2013.02.015</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>L</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>YY</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>BY</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>CP</given-names>
</name>
<name>
<surname>An</surname> <given-names>LJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Regulatory T cells are associated with post-cryoablation prognosis in patients with hepatitis b virus-related hepatocellular carcinoma</article-title>. <source>J Gastroenterol</source> (<year>2010</year>) <volume>45</volume>:<page-range>968&#x2013;78</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00535-010-0243-3</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hasegawa</surname> <given-names>T</given-names>
</name>
<name>
<surname>Takaki</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kodama</surname> <given-names>H</given-names>
</name>
<name>
<surname>Yamanaka</surname> <given-names>T</given-names>
</name>
<name>
<surname>Nakatsuka</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sato</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Three-year survival rate after radiofrequency ablation for surgically resectable colorectal lung metastases: A prospective multicenter study</article-title>. <source>Radiology</source> (<year>2020</year>) <volume>294</volume>:<page-range>686&#x2013;95</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1148/radiol.2020191272</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>G</given-names>
</name>
<name>
<surname>Li</surname> <given-names>W</given-names>
</name>
<name>
<surname>Han</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficacy and safety of microwave ablation in the treatment of patients with oligometastatic non-small-cell lung cancer: a retrospective study</article-title>. <source>Int J Hyperthermia</source> (<year>2019</year>) <volume>36</volume>:<page-range>827&#x2013;34</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/02656736.2019.1642522</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iezzi</surname> <given-names>R</given-names>
</name>
<name>
<surname>Cioni</surname> <given-names>R</given-names>
</name>
<name>
<surname>Basile</surname> <given-names>D</given-names>
</name>
<name>
<surname>Tosoratti</surname> <given-names>N</given-names>
</name>
<name>
<surname>Posa</surname> <given-names>A</given-names>
</name>
<name>
<surname>Busso</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Standardizing percutaneous microwave ablation in the treatment of lung tumors: a prospective multicenter trial (MALT study)</article-title>. <source>Eur Radiol</source> (<year>2021</year>) <volume>31</volume>:<page-range>2173&#x2013;82</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00330-020-07299-2</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aufranc</surname> <given-names>V</given-names>
</name>
<name>
<surname>Farouil</surname> <given-names>G</given-names>
</name>
<name>
<surname>Abdel-Rehim</surname> <given-names>M</given-names>
</name>
<name>
<surname>Smadja</surname> <given-names>P</given-names>
</name>
<name>
<surname>Tardieu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Aptel</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Percutaneous thermal ablation of primary and secondary lung tumors: Comparison between microwave and radiofrequency ablation</article-title>. <source>Diagn Interventional Imaging</source> (<year>2019</year>) <volume>100</volume>:<page-range>781&#x2013;91</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.diii.2019.07.008</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rangamuwa</surname> <given-names>K</given-names>
</name>
<name>
<surname>Leong</surname> <given-names>T</given-names>
</name>
<name>
<surname>Weeden</surname> <given-names>C</given-names>
</name>
<name>
<surname>Asselin-Labat</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Bozinovski</surname> <given-names>S</given-names>
</name>
<name>
<surname>Christie</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Thermal ablation in non-small cell lung cancer: A review of treatment modalities and the evidence for combination with immune checkpoint inhibitors</article-title>. <source>Trans Lung Cancer Res</source> (<year>2021</year>) <volume>10</volume>:<page-range>2842&#x2013;57</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.21037/tlcr-20-1075</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="book">
<person-group person-group-type="author">
<collab>National Cancer Institute</collab>
</person-group>. <source>Common terminology criteria for adverse events0</source>. (CTCAE) version 4.0 <publisher-loc>Bethesda, MD</publisher-loc> (<year>2009</year>).</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Watanabe</surname> <given-names>H</given-names>
</name>
<name>
<surname>Okada</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kaji</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Satouchi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sato</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yamabe</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>New response evaluation criteria in solid tumours - revised RECIST guideline (version 1.1)</article-title>. <source>Japanese J Cancer Chemotherapy</source> (<year>2009</year>) <volume>36</volume>:<page-range>2495&#x2013;501</page-range>.</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schneider</surname> <given-names>T</given-names>
</name>
<name>
<surname>Hoffmann</surname> <given-names>H</given-names>
</name>
<name>
<surname>Dienemann</surname> <given-names>H</given-names>
</name>
<name>
<surname>Herpel</surname> <given-names>E</given-names>
</name>
<name>
<surname>Heussel</surname> <given-names>CP</given-names>
</name>
<name>
<surname>Enk</surname> <given-names>AH</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune response after radiofrequency ablation and surgical resection in nonsmall cell lung cancer</article-title>. <source>Semin Thorac Cardiovasc Surg</source> (<year>2016</year>) <volume>28</volume>:<page-range>585&#x2013;92</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1053/j.semtcvs.2016.02.008</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shaobin</surname> <given-names>W</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Jiatian</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zaizhong</surname> <given-names>C</given-names>
</name>
<name>
<surname>Luping</surname> <given-names>D</given-names>
</name>
<name>
<surname>Junhui</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Changes of CD4+ T-cell subsets after radiofrequency ablation in lung cancer and its significance</article-title>. <source>J Cancer Res Ther</source> (<year>2016</year>) <volume>12</volume>:<page-range>C166&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/0973-1482.200609</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>L</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>PD-1 blockade boosts radiofrequency ablation-elicited adaptive immune responses against tumor</article-title>. <source>Clin Cancer Res</source> (<year>2016</year>) <volume>22</volume>:<page-range>1173&#x2013;84</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-15-1352</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>J</given-names>
</name>
<name>
<surname>Jing</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>F</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Dynamic changes of T-cell subsets and their relation with tumor recurrence after microwave ablation in patients with hepatocellular carcinoma</article-title>. <source>J Cancer Res Ther</source> (<year>2018</year>) <volume>14</volume>:<page-range>40&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/jcrt.JCRT_775_17</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>B</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>P</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Su</surname> <given-names>L</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Significance of changes in local immunity in patients with hepatocellular carcinoma after percutaneous microwave coagulation therapy</article-title>. <source>Chin Med J</source> (<year>2002</year>) <volume>115</volume>:<page-range>1367&#x2013;71</page-range>.</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Franco</surname> <given-names>F</given-names>
</name>
<name>
<surname>Ho</surname> <given-names>PC</given-names>
</name>
</person-group>. <article-title>Metabolic regulation of tregs in cancer: Opportunities for immunotherapy</article-title>. <source>Trends Cancer</source> (<year>2017</year>) <volume>3</volume>:<page-range>583&#x2013;92</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.trecan.2017.06.005</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Prognostic value of tumor-infiltrating FoxP3+ regulatory T cells in cancers: A systematic review and meta-analysis</article-title>. <source>Sci Rep</source> (<year>2015</year>) <volume>5</volume>:<fpage>15179</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep15179</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rochigneux</surname> <given-names>P</given-names>
</name>
<name>
<surname>Nault</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Mallet</surname> <given-names>F</given-names>
</name>
<name>
<surname>Chretien</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Barget</surname> <given-names>N</given-names>
</name>
<name>
<surname>Garcia</surname> <given-names>AJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Dynamic of systemic immunity and its impact on tumor recurrence after radiofrequency ablation of hepatocellular carcinoma</article-title>. <source>OncoImmunology</source> (<year>2019</year>) <volume>8</volume>:<fpage>1615818</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/2162402X.2019.1615818</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mizukoshi</surname> <given-names>E</given-names>
</name>
<name>
<surname>Yamashita</surname> <given-names>T</given-names>
</name>
<name>
<surname>Arai</surname> <given-names>K</given-names>
</name>
<name>
<surname>Sunagozaka</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ueda</surname> <given-names>T</given-names>
</name>
<name>
<surname>Arihara</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Enhancement of tumor-associated antigen-specific T cell responses by radiofrequency ablation of hepatocellular carcinoma</article-title>. <source>Hepatology</source> (<year>2013</year>) <volume>57</volume>:<page-range>1448&#x2013;57</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hep.26153</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>CTLA-4 blockade suppresses progression of residual tumors and improves survival after insufficient radiofrequency ablation in a subcutaneous murine hepatoma model</article-title>. <source>Cardiovasc Interventional Radiol</source> (<year>2020</year>) <volume>43</volume>:<page-range>1353&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00270-020-02505-6</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Si</surname> <given-names>T</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>Immunological response induced by cryoablation against murine H22 hepatoma cell line <italic>in vivo</italic>
</article-title>. <source>Cryobiology</source> (<year>2018</year>) <volume>80</volume>:<page-range>114&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cryobiol.2017.11.005</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahmad</surname> <given-names>F</given-names>
</name>
<name>
<surname>Gravante</surname> <given-names>G</given-names>
</name>
<name>
<surname>Bhardwaj</surname> <given-names>N</given-names>
</name>
<name>
<surname>Strickland</surname> <given-names>A</given-names>
</name>
<name>
<surname>Basit</surname> <given-names>R</given-names>
</name>
<name>
<surname>West</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Changes in interleukin-1&#x3b2; and 6 after hepatic microwave tissue ablation compared with radiofrequency, cryotherapy and surgical resections</article-title>. <source>Am J Surg</source> (<year>2010</year>) <volume>200</volume>:<page-range>500&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.amjsurg.2009.12.025</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fisher</surname> <given-names>DT</given-names>
</name>
<name>
<surname>Appenheimer</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Evans</surname> <given-names>SS</given-names>
</name>
</person-group>. <article-title>The two faces of IL-6 in the tumor microenvironment</article-title>. <source>Semin Immunol</source> (<year>2014</year>) <volume>26</volume>:<fpage>38</fpage>&#x2013;<lpage>47</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.smim.2014.01.008</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sim</surname> <given-names>GC</given-names>
</name>
<name>
<surname>Martin-Orozco</surname> <given-names>N</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>L</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Washington</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>IL-2 therapy promotes suppressive ICOS+ treg expansion in melanoma patients</article-title>. <source>J Clin Invest</source> (<year>2014</year>) <volume>124</volume>:<fpage>99</fpage>&#x2013;<lpage>110</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1172/JCI46266</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karakus</surname> <given-names>U</given-names>
</name>
<name>
<surname>Sahin</surname> <given-names>D</given-names>
</name>
<name>
<surname>Mittl</surname> <given-names>PRE</given-names>
</name>
<name>
<surname>Mooij</surname> <given-names>P</given-names>
</name>
<name>
<surname>Koopman</surname> <given-names>G</given-names>
</name>
<name>
<surname>Boyman</surname> <given-names>O</given-names>
</name>
</person-group>. <article-title>Receptor-gated IL-2 delivery by an anti-human IL-2 antibody activates regulatory T cells in three different species</article-title>. <source>Sci Trans Med</source> (<year>2020</year>) <volume>12</volume>:<elocation-id>eabb9283</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/scitranslmed.abb9283</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Spolski</surname> <given-names>R</given-names>
</name>
<name>
<surname>Li</surname> <given-names>P</given-names>
</name>
<name>
<surname>Leonard</surname> <given-names>WJ</given-names>
</name>
</person-group>. <article-title>Biology and regulation of IL-2: from molecular mechanisms to human therapy</article-title>. <source>Nat Rev Immunol</source> (<year>2018</year>) <volume>18</volume>:<page-range>648&#x2013;59</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41577-018-0046-y</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bentebibel</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Hurwitz</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Bernatchez</surname> <given-names>C</given-names>
</name>
<name>
<surname>Haymaker</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hudgens</surname> <given-names>CW</given-names>
</name>
<name>
<surname>Kluger</surname> <given-names>HM</given-names>
</name>
<etal/>
</person-group>. <article-title>A first-in-human study and biomarker analysis of NKTR-214, a novel IL2R&#x3b2;&#x3b3;-biased cytokine, in patients with advanced or metastatic solid tumors</article-title>. <source>Cancer Discovery</source> (<year>2019</year>) <volume>9</volume>:<page-range>711&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2159-8290.CD-18-1495</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mullard</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Restoring IL-2 to its cancer immunotherapy glory</article-title>. <source>Nat Rev Drug Discovery</source> (<year>2021</year>) <volume>20</volume>:<page-range>163&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/d41573-021-00034-6</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Diab</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tannir</surname> <given-names>NM</given-names>
</name>
<name>
<surname>Bentebibel</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Hwu</surname> <given-names>P</given-names>
</name>
<name>
<surname>Papadimitrakopoulou</surname> <given-names>V</given-names>
</name>
<name>
<surname>Haymaker</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Bempegaldesleukin (NKTR-214) plus nivolumab in patients with advanced solid tumors: Phase I dose-escalation study of safety, effi cacy, and immune activation (PIVOT-02)</article-title>. <source>Cancer Discovery</source> (<year>2020</year>) <volume>10</volume>:<page-range>1158&#x2013;73</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2159-8290.CD-19-1510</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Walker</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Rolig</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Charych</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Hoch</surname> <given-names>U</given-names>
</name>
<name>
<surname>Kasiewicz</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Rose</surname> <given-names>DC</given-names>
</name>
<etal/>
</person-group>. <article-title>NKTR-214 immunotherapy synergizes with radiotherapy to stimulate systemic CD8 + T cell responses capable of curing multi-focal cancer</article-title>. <source>J ImmunoTherapy Cancer</source> (<year>2020</year>) <volume>8</volume>:<elocation-id>e000464</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/jitc-2019-000464</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>
