<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1352224</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2024.1352224</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Do proton pump inhibitors affect the effectiveness of cyclin-dependent kinase 4/6 inhibitors in advanced HR positive, HER2 negative breast cancer? A meta-analysis</article-title>
<alt-title alt-title-type="left-running-head">Moraes et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2024.1352224">10.3389/fphar.2024.1352224</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Moraes</surname>
<given-names>Francisco Cezar Aquino de</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2598813/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pereira</surname>
<given-names>Caroline R. M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sano</surname>
<given-names>Vitor Kendi Tsuchiya</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2599067/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Laia</surname>
<given-names>Estella Aparecida De</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2645040/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stecca</surname>
<given-names>Carlos</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Burbano</surname>
<given-names>Rommel Mario Rodr&#xed;guez</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/109843/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Medicine</institution>, <institution>Federal University of Par&#xe1;</institution>, <addr-line>Bel&#xe9;m</addr-line>, <addr-line>Par&#xe1;</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Medicine</institution>, <institution>State University of Rio de Janeiro (UERJ)</institution>, <addr-line>Rio de Janeiro</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Medicine</institution>, <institution>Federal University of Acre</institution>, <addr-line>Rio Branco</addr-line>, <addr-line>Acre</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Medicine</institution>, <institution>Fluminense Federal University</institution>, <addr-line>Rio de Janeiro</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Mackenzie Evangelical University Hospital</institution>, <addr-line>Curitiba</addr-line>, <addr-line>Paran&#xe1;</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Ophir Loyola Hospital</institution>, <addr-line>Bel&#xe9;m</addr-line>, <addr-line>PA</addr-line>, <country>Brazil</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/342067/overview">Zhenhua Chen</ext-link>, Jinzhou Medical University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/53634/overview">James M. Rae</ext-link>, University of Michigan, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1466764/overview">Xiaoxiang Ren</ext-link>, Shanghai University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Francisco Cezar Aquino de Moraes, <email>francisco.cezar2205@gmail.com</email>
</corresp>
<fn fn-type="other" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>ORCID: Francisco Cezar Aquino de Moraes, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-0623-8135">orcid.org/0000-0003-0623-8135</ext-link>; Caroline R. M. Pereira, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0009-0001-4723-4563">orcid.org/0009-0001-4723-4563</ext-link>; Vitor Kendi Tsuchiya Sano, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-8317-1857">orcid.org/0000-0001-8317-1857</ext-link>; Estella Aparecida de Laia, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0009-0002-5478-4405">orcid.org/0009-0002-5478-4405</ext-link>; Carlos Stecca, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-9103-9119">orcid.org/0000-0001-9103-9119</ext-link>; Rommel Mario Rodr&#xed;guez Burbano, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-4872-234X">orcid.org/0000-0002-4872-234X</ext-link>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1352224</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Moraes, Pereira, Sano, Laia, Stecca and Burbano.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Moraes, Pereira, Sano, Laia, Stecca and Burbano</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>Background:</title>
<p>The CDK 4/6 inhibitors, including palbociclib and ribociclib, are the standard first-line treatment for hormone receptor-positive (HR&#x002B;) and human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer. Proton pump inhibitors are one of the most globally prescribed types of medications as part of the treatment for gastroesophageal reflux and heartburn complaints. Medication interactions have been demonstrated, leading to a decrease in the effectiveness of chemotherapy drugs such as capecitabine and pazopanib. However, their role and interaction with targeted therapies such as CDK inhibitors are still poorly understood.</p>
</sec>
<sec>
<title>Methods:</title>
<p>We searched PubMed, Embase and Web of Science databases for studies that investigated the use of PPI with CDK 4/6 inhibitors versus CDK4/6 alone for advanced or metastatic breast cancer. We systematically searched for the currently available CDK inhibitors: palbociclib, ribociclib and abemaciclib. We computed hazard ratios (HRs), with 95% confidence intervals (CIs). We used DerSimonian and Laird random-effect models for all endpoints. Heterogeneity was assessed using I<sup>2</sup> statistics. R, version 4.2.3, was used for statistical analyses.</p>
</sec>
<sec>
<title>Results:</title>
<p>A total of 2,737 patients with advanced breast cancer in 9 studies were included, with six studies described the status menopausal as 217 (7.9%) pre-menopause and 1851 (67.6%) post-menopause, for endocrine sensitivity only five studies described1489 (54.4%) patients were endocrine-sensitive and 498 (182%) endocrine-resistent, 910 (33.2%) patients used PPIs. The overall Progression-Free Survival was in favor of the PPI non-users (HR 2.0901; 95% CI 1.410&#x2013;2.9498; <italic>p</italic> &#x003c; 0.001). As well as the subgroup taking palbociclib, revealing statistical relevance for the PPI non-users (HR 2.2539; 95% CI 1.3213&#x2013;3.8446; <italic>p</italic> &#x003D; 0.003) and ribociclib subgroup with a slight decrease in hazard ratio (HR 1.74 95% CI 1.02&#x2013;2.97; <italic>p</italic> &#x003D; 0.04; I<sup>2</sup> &#x003D; 40%). In the multivariate analysis, there was no statistical signifance with ECOG (HR 0.9081; 95% CI 0.4978&#x2013;16566; p 0.753) and Age (HR 1.2772; 95% CI 0.8790&#x2013;1.8559; <italic>p</italic> &#x003D; 0.199). Either, the univariate analysis did not show statistical significance.</p>
</sec>
<sec>
<title>Conclusion:</title>
<p>Women with HR&#x002B; and HER2-advanced metastatic breast undergoing treatment with targeted therapies, specifically CDK 4/6 inhibitors, should be monitored for the use of proton pump inhibitors. Therefore, the use of PPIs should be discussed, weighing the advantages and disadvantages for specific cases. It should be individualized based on the necessity in clinical practice for these cases.</p>
</sec>
<sec>
<title>Systematic Review Registration:</title>
<p>identifier CRD42023484755</p>
</sec>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<graphic xlink:href="FPHAR_fphar-2024-1352224_wc_abs.tif" position="anchor"/>
</abstract>
<kwd-group>
<kwd>CDK 4/6 inhibitors</kwd>
<kwd>proton pump inhibitors</kwd>
<kwd>breast cancer</kwd>
<kwd>hormone receptor-positive</kwd>
<kwd>human epidermal growth factor receptor 2-negative</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pharmacology of Anti-Cancer Drugs</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Hormone receptor-positive (HR&#x002B;) and human epidermal growth factor receptor-2 negative (HER2-) breast cancers collectively account for 80% of all molecular subtypes of malignant neoplasms in the breast (<xref ref-type="bibr" rid="B37">Orrantia-Borunda et al., 2022</xref>; <xref ref-type="bibr" rid="B27">Jin et al., 2023</xref>; <xref ref-type="bibr" rid="B55">Torrisi et al., 2023</xref>). Recent therapeutic advances have significantly contributed to extending survival rates in this patient population, know to harbor a more favorable molecular profile compared to other subtypes. Stage II disease now boasts a 5-year survival rate exceeding 90%, while stage III and stage IV exhibit rates of 72% and 22%, respectively (<xref ref-type="bibr" rid="B10">Cuy&#xfa;n Carter et al., 2021</xref>; <xref ref-type="bibr" rid="B26">Jerzak et al., 2023</xref>).</p>
<p>Cyclin-Dependent Kinase (CDK) 4/6 inhibitors, including abemaciclib, palbociclib and ribociclib constitute important components of the current standard first-line treatment for patients with HR&#x002B;/HER2-metastatic breast cancer (mBC) (<xref ref-type="bibr" rid="B6">Chagaleti et al., 2023</xref>; <xref ref-type="bibr" rid="B7">Chang and Lam, 2023</xref>; <xref ref-type="bibr" rid="B17">Geisler et al., 2023</xref>). The combination of Palbociclib with aromatase inhibitors or fulvestrant has emerged as a pivotal advancement, reshaping the treatment paradigms for HR&#x002B;/HER2-mBC (<xref ref-type="bibr" rid="B3">Bilgin et al., 2017</xref>). Notably, in its approval by the Food and Drug Administration (FDA), it was reported that the administration of Proton Pump Inhibitors (PPI) led to a noteworthy 62% reduction in the area under the plasma concentration-time curve (AUC) (<xref ref-type="bibr" rid="B50">Shin and Sachs, 2008</xref>; <xref ref-type="bibr" rid="B35">Numico et al., 2017</xref>; <xref ref-type="bibr" rid="B23">Hunter et al., 2023</xref>).</p>
<p>PPIs are frequently used in cancer patients, with a prevalence ranging from 20% to 55%, aimed at alleviating gastrointestinal symptoms associated with antineoplastic drugs, such as gastroesophageal reflux disease (<xref ref-type="bibr" rid="B54">Targownik et al., 2007</xref>; <xref ref-type="bibr" rid="B51">Smelick et al., 2013</xref>; <xref ref-type="bibr" rid="B42">Raoul et al., 2021</xref>). The advent of new targeted oral therapies for breast cancer has significantly altered the disease&#xb4;s natural history. However, challenges arise due to differences in drug absorption between periods of fasting and during meals, as well as the sensitivity of target drugs to pH-dependent solubility. These challenges pose unique scenarios for treatment, which was not the case with standard intravenous chemotherapy (<xref ref-type="bibr" rid="B4">Budha et al., 2012</xref>; <xref ref-type="bibr" rid="B34">Mullin and Schrogie, 2013</xref>; <xref ref-type="bibr" rid="B59">Wedemeyer and Blume, 2014</xref>).</p>
<p>The consideration of drug-drug interaction (DDI) is crucial when evaluating potential causes of therapeutic failure in cancer patients (<xref ref-type="bibr" rid="B4">Budha et al., 2012</xref>). PPIs reduce gastric acid secretion by irreversibly binding to the adenosine triphosphatase hydrogen-potassium pump in the parietal cell membrane of the stomach (<xref ref-type="bibr" rid="B51">Smelick et al., 2013</xref>; <xref ref-type="bibr" rid="B59">Wedemeyer and Blume, 2014</xref>). This interference may affect bioavailability and pharmacokinetics of oral anticancer drugs, particularly those classified as weak bases (<xref ref-type="bibr" rid="B8">Chu et al., 2017</xref>; <xref ref-type="bibr" rid="B43">Raoul et al., 2023</xref>). Considering that more than half of the oral agents used against cancer fall into that category, the efficacy of these drugs may be compromised among PPI users (<xref ref-type="bibr" rid="B44">Riechelmann and Krzyzanowska, 2019</xref>).</p>
<p>Studies have shown that the absorption of palbociclib is highly dependent on gastric pH. Similarly, food intake can influence the absorption of abemaciclib, possibly due to alterations in gastric pH caused by proton pump inhibitors (<xref ref-type="bibr" rid="B2">Bellet et al., 2019</xref>; <xref ref-type="bibr" rid="B46">Roncato et al., 2020</xref>). In contrast, a ribociclib study demonstrated that gastric pH changes do not affect its bioavailability (<xref ref-type="bibr" rid="B47">Samant et al., 2018</xref>). In this systematic review and meta-analysis, we aim to clarify the influence of the use of PPIs on progression-free survival (PFS) in patients with HR-positive, ERBB2-negative mBC treated with CDK 4/6 inhibitors (included palbociclib, ribociclib and abemciclib).</p>
</sec>
<sec id="s2" sec-type="methods">
<title>2 Methods</title>
<sec id="s2-1">
<title>2.1 Protocol and registration</title>
<p>This systematic review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines (<xref ref-type="bibr" rid="B39">Page et al., 2021</xref>) (PRISMA Checklist, <xref ref-type="sec" rid="s11">Supplementary Tables S1, S2</xref>). The protocol was registered in the International Prospective Register of Systematic Reviews (PROSPERO), National Institute for Health and Care Research (NIHR), with registration number CRD42023484755.</p>
<p>We selected the studies based on the PECO question, including studies with women with advanced/metastatic HR&#x002B;/HER2-breast cancer (P-People) being treated with CDK 4/6 inhibitors (included palbociclib, ribociclib and abemciclib) who used PPIs (E-Exposure) or not (C-Control), to find out whether there is an association between this and the effectiveness of the treatment (O-Outcome).</p>
</sec>
<sec id="s2-2">
<title>2.2 Eligibility criteria</title>
<p>Studies that met the following eligibility criteria were included: (1) studies of women with HR&#x002B;/HER2-breast cancer; aged (2) &#x2265;18&#xa0;years; (3) with advanced-stage or metastatic disease that was not amenable to curative therapy; (4) patients with an Eastern Cooperative Oncology Group (ECOG) performance status score of 0, 1, or 2; (5) who were treated with CDK 4/6 inhibitors; and (3) in which the use of PPIs was described in a group versus CDK 4/6 without PPIs. We excluded studies with overlapping populations, non-randomized clinical trials, and studies without results of interest. The inclusion criteria for each study are listed in <xref ref-type="sec" rid="s11">Supplementary Table S3</xref>.</p>
<p>Therefore, we sought to answer the following question: Can the use of PPIs affect the treatment with CDK 4/6 inhibitors in women with HR&#x002B;/HER2-breast cancer?</p>
</sec>
<sec id="s2-3">
<title>2.3 Search strategy</title>
<p>Pubmed, Embase and Web of Science were systematically searched on Octobre 02, 2023. The search strategy with the MeSH terms is detailed in the <xref ref-type="sec" rid="s11">Supplementary Table S3</xref>; <xref ref-type="sec" rid="s11">Supplementary Material</xref>. Aiming the inclusion of additional studies, the references of the included articles and systematic reviews of the literature were evaluated and an alert was established for notifications in each database, in case a study corresponding to the consultation carried out was eventually published. Those found in the databases and in the references of the articles were incorporated into the reference management software (EndNote<sup>&#xae;</sup>, version X7, Thomson Reuters, Philadelphia, United States). Duplicate articles were automatically and manually excluded. Titles and abstracts of articles found in the databases were analyzed independently by two reviewers (V.K.T.S. and E.A.L.). Disagreements were resolved by consensus between the senior author (R.M.R.B).</p>
</sec>
<sec id="s2-4">
<title>2.4 Data extraction</title>
<p>The following baseline characteristics were extracted: (1) study design; (2) details of the regimen in the experimental arm and the control arm according to the CDK4/6 inhibitor used; (5) number of patients assigned to each arm; (6) type of PPI used; (7) age (8) ECOG; (9) menopausal status; (9) resistance or sensitivity to endocrine therapy; and (10) sites of metastases. The search strategy (see <xref ref-type="sec" rid="s11">Supplementary Table S4</xref>) included abemaciclib, a CDK4/6 inhibitor approved in September 2017. However, no studies have identified this drug used in combination with a PPI.</p>
<p>The following outcomes of interest were extracted: PFS, defined as the time elapsed from patient randomization to disease progression or death from any cause (<xref ref-type="bibr" rid="B18">Gyawali et al., 2022</xref>), including this outcome for (1) the general population using any type of CDK 4/6 inhibitors, (2) the subgroup using only palbociclib, and (3) the subgroup using only ribiciclib. Two authors (C.R.M.P. and E.A.L.) collected pre-specified baseline characteristics and outcome data.</p>
<p>Where available, the full protocol of each study was consulted to verify study objectives, population, and other relevant information regarding study design and conduction. For publications reporting results from the same study, the most recent or complete publication reporting the information of interest was considered.</p>
</sec>
<sec id="s2-5">
<title>2.5 Endpoints and subgroup analysis</title>
<p>Outcomes of interest were: (1) PFS for the general population; (2) for women who used only palbociclib and (3) patients who used only ribociclib.</p>
<p>In addition, we performed subgroup analyses for PFS. In the univariate analysis, we evaluated the association with (1) CDK 4/6 dose reduction, (2) metastasis site, (3) visceral/non-visceral disease, and (4) pre/post menopausal status. In the multivariate analysis, we evaluated the association with (1) ECOG and according to (2) the age of the patients included.</p>
</sec>
<sec id="s2-6">
<title>2.6 Risk of bias assessment</title>
<p>The quality assessment of observational studies was performed using the Newcastle&#x2013;Ottawa Scale (NOS), in which studies are scored on a 0 to 9 scale according to selection, comparability, and exposure criteria (<xref ref-type="bibr" rid="B32">McPheeters et al., 2012</xref>; <xref ref-type="bibr" rid="B38">Ottawa Hospital Research Institute, 2023</xref>). Three authors (C.R.M.P., V.K.T.S, and F.C.A.M.) independently conducted the risk of bias assessment and disagreements were resolved by consensus. Funnel-plot analyzes were employed to examine publication bias (Chapter 13: <xref ref-type="bibr" rid="B1">Assessing risk of bias due to missing results in a synthesis, 2023</xref>).</p>
</sec>
<sec id="s2-7">
<title>2.7 Statistical analysis</title>
<p>Hazard ratio (HR) was used to analyze the PFS. We consider HR &#x003e; 1 favoring the control (PPI non-users) group and HR &#x003c; 1 favoring the intervention group (PPI-users). The Cochrane <italic>Q</italic>-test and I<sup>2</sup> statistics were used to assess heterogeneity; <italic>p</italic> values &#x003e; 0.10 and I<sup>2</sup> values &#x003e; 25% were considered to indicate significance for heterogeneity (<xref ref-type="bibr" rid="B21">Higgins et al., 2003</xref>). The Sidik-Jonkman estimator was used to calculate the tau<sup>2</sup> variance between studies (<xref ref-type="bibr" rid="B25">IntHout et al., 2014</xref>). We used DerSimonian and Laird random-effect models for all endpoints (<xref ref-type="bibr" rid="B13">DerSimonian and Laird, 1986</xref>). Publication bias was assessed using Egger&#x2019;s linear regression test, the funnel plot, which depicts the relationship between study size and effect size, can be visually inspected for asymmetry in the disperson of studies. A symmetrical funnel plot suggests low heterogeneity in the analysis, while asymmetry may indicate publication bias or a limited number of studies included (<xref ref-type="bibr" rid="B14">Egger et al., 1997</xref>). Statistical analyses were performed using R statistical software, version 4.2.3 (R Foundation for Statistical Computing).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Search results and characteristics of included studies</title>
<p>A total of 574 references were retrieved in our systematic search. After the removal of duplicate records, and the assessment of the studies based on title and abstract, 558 references were excluded and 16 full-text manuscripts were eligible and thoroughly reviewed for inclusion and exclusion criteria. Of these, 9 studies satisfied the eligibility criteria and formed the scope of the analysis, involving a total of 2737 patients (<xref ref-type="bibr" rid="B12">Del Re et al., 2021</xref>; <xref ref-type="bibr" rid="B11">2022</xref>; <xref ref-type="bibr" rid="B15">Eser et al., 2022</xref>; <xref ref-type="bibr" rid="B9">Cosimo et al., 2023</xref>; <xref ref-type="bibr" rid="B16">ESMO Congress OncologyPRO, 2023</xref>; <xref ref-type="bibr" rid="B30">Lee et al., 2023</xref>; <xref ref-type="bibr" rid="B36">Odabas et al., 2023</xref>; <xref ref-type="bibr" rid="B48">Schieber et al., 2023</xref>; <xref ref-type="bibr" rid="B5">&#xc7;a&#x11f;layan et al., 2023</xref>). The process of study selection is visually represented in <xref ref-type="fig" rid="F1">Figure 1</xref> of the PRISMA flow chart.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) flow diagram of study screening and selection.</p>
</caption>
<graphic xlink:href="fphar-15-1352224-g001.tif"/>
</fig>
<p>We included 2,737 patients, of whom 910 (33.2%) used PPIs. Among the patients, 1,489 (54.4%) were sensitive to the endocrine system and 498 (18.2%) were resistant. Additionaly, 217 (7.9%) were pre-menopausal and 1851 (67.6%) were postmenopausal. <xref ref-type="table" rid="T1">Table 1</xref> shows the baseline characteristics of the patients included in our meta-analysis.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Design and character&#xed;stics of studies included in the meta-analysis.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Author (year)</th>
<th align="center">No. of patients user &#x7c; No users</th>
<th align="center">Age<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref> user &#x7c; No users</th>
<th align="center">ECOG status, no (%) user &#x7c; No users</th>
<th align="center">Menopause status user &#x7c; No users</th>
<th align="center">Treatment</th>
<th align="center">Disease site user &#x7c; No users</th>
<th align="center">Endocrine-sensitive or -resistant disease user &#x7c; No users</th>
<th align="center">PPI user</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center" rowspan="2">
<xref ref-type="bibr" rid="B12">Del Re et al. (2021)</xref>
</td>
<td align="center" rowspan="2">56 &#x7c; 56</td>
<td align="center" rowspan="2">NA</td>
<td align="center">0&#x2013;40 (71.4%); 1&#x2013;14 (25%); 2&#x2013;2 (3.6%)</td>
<td align="center">Pre: 8 (14.3%); Post 48 (85.7)</td>
<td align="center" rowspan="2">Palbociclib</td>
<td align="center">Visceral 24 (42.9%); non visceral 32 (57.1%)</td>
<td align="center">Sensitive 36 (64.3%); resistant 20 (35.7%)</td>
<td align="center" rowspan="2">Lansoprazole 42 (37.5%); Omeprazole 11 (9.8%); Pantoprazole 2 (1.8%); Esomeprazole 1 (0.9%)</td>
</tr>
<tr>
<td align="center">0&#x2013;44 (78.6%); 1&#x2013;11 (19.6%); 2&#x2013;1 (1.8%)</td>
<td align="center">Pre: 11 (19.6%); Post 45 (80.4)</td>
<td align="center">Visceral 31 (55.4%); non visceral 25 (44.6%)</td>
<td align="center">Sensitive 35 (62.5%); resistant 21 (37.5%)</td>
</tr>
<tr>
<td align="center" rowspan="2">
<xref ref-type="bibr" rid="B11">Del Re et al. (2022)</xref>
</td>
<td align="center" rowspan="2">50 &#x7c; 78</td>
<td align="center" rowspan="2">NA</td>
<td align="center">0&#x2013;32 (64%); 1&#x2013;15 (30%); 2&#x2013;3 (6%)</td>
<td align="center">Pre: 13 (26%); Post 37 (74%)</td>
<td align="center" rowspan="2">Ribociclib</td>
<td align="center">Visceral 26 (52%); Non visceral 24 (48%)</td>
<td align="center">Sensitive 44 (88%); resistant 6 (12%)</td>
<td align="center" rowspan="2">Lansoprazole 68%); Omeprazole 6 (12%); Pantoprazole 7 (14%); Esomeprazole 3 (6%)</td>
</tr>
<tr>
<td align="center">0&#x2013;62 (79.5%); 1&#x2013;11 (14.1%); 2&#x2013;5 (6.4%)</td>
<td align="center">Pre: 18 (23.1%); Post 60 (76.9%)</td>
<td align="center">Visceral 41 (52.6%); Non visceral 37 (47.4%)</td>
<td align="center">Sensitive 62 (79.5%); resistant 16 (20.5%)</td>
</tr>
<tr>
<td align="center" rowspan="2">
<xref ref-type="bibr" rid="B15">Eser et al. (2022)</xref>
</td>
<td align="center" rowspan="2">126 &#x7c; 91</td>
<td align="center">Palbociclib group: 60.47 &#xb1; 10.86 Ribociclib group: 57.85 &#xb1; 10.56</td>
<td align="center">0&#x2013;26 (20.6%); 1&#x2013;80 (63,5%); 2&#x2013;20 (15,9%)</td>
<td align="center">Pre: 39 (30.9%); Post 87 (69.1%)</td>
<td align="center" rowspan="2">Ribociclib; Palbociclib</td>
<td align="center">Visceral 71 (61.2%), Non visceral 45 (38.8%)</td>
<td align="center">Sensitive 58 (46%), Resistent 68 (64%)</td>
<td align="center" rowspan="2">Palbociclib group: Lansoprazole 9 (13.8%); Omeprazole 3 (4.6%); Pantoprazole 28 (43.1%); Esomeprazole 8 (12.3%); Rabeprazole 17 (26.2%)Ribociclib group: Lansoprazole 3 (4.9%); Omeprazole 12 (19.7%); Pantoprazole 18 (29.5%); Esomeprazole 18 (29.5%); Rabeprazole 10 (16.4%)</td>
</tr>
<tr>
<td align="center">Palbociclib group: 57.49 &#xb1; 9.5; Ribociclib group: 50.81 &#xb1; 12.21</td>
<td align="center">0&#x2013;31 (34%); 1&#x2013;54 (59.3%); 2&#x2013;6 (6.7%)</td>
<td align="center">Pre: 36 (39.6%); Post 55 (60.4%)</td>
<td align="center">Visceral 46 (50.5%), Non visceral 45 (49.5%)</td>
<td align="center">Sensitive 57 (62.7%), Resistent 34 (37.3%)</td>
</tr>
<tr>
<td align="center" rowspan="2">
<xref ref-type="bibr" rid="B48">Schielber et al. (2023)</xref>
</td>
<td align="center" rowspan="2">32 &#x7c; 50</td>
<td align="center" rowspan="2">62.04 &#xb1; 3.62/67.29 &#xb1; 4.45</td>
<td align="center">0&#x2013;11 (34.4%); 1&#x2013;16 (50%); 2&#x002B;- 5 (15.6%)</td>
<td align="center" rowspan="2">Pre: 5 (15.6%); Post 27 (84.5)/Pre:12 (24%); Post 38 (76)</td>
<td align="center" rowspan="2">Palbociclib</td>
<td align="center" rowspan="2">Non visceral 11 (34.4%)/Non visceral 29 (58%)</td>
<td align="center" rowspan="2">NA</td>
<td align="center" rowspan="2">Pantoprazole 9 (28.1) Omeprazole 21 (65.6) Lansoprazole 1 (3.1) Esomeprazole 1 (3.1)</td>
</tr>
<tr>
<td align="center">0&#x2013;25 (50%); 1&#x2013;17 (34%); 2&#x002B;- 8 (16%)</td>
</tr>
<tr>
<td align="center" rowspan="2">
<xref ref-type="bibr" rid="B30">Lee et al. (2023)</xref>
</td>
<td align="center" rowspan="2">344 &#x7c; 966</td>
<td align="center">&#x2264;50 53 (15.4); &#x003e;50,291 (84.6)</td>
<td align="center" rowspan="2">NA</td>
<td align="center">Pre 6 (1.7%); Post 338 (98.3%)</td>
<td align="center" rowspan="2">Palbociclib</td>
<td align="center">Vicsceral: 68 (19,8%), Non visceral 104 (30.2%); Other sites 23 (6.7%)</td>
<td align="center">Sensitive 292 (84.9%); resistant 52 (15.1%)</td>
<td align="center" rowspan="2">NA</td>
</tr>
<tr>
<td align="center">&#x2264;50,149 (15.4); &#x003e;50,817 (84.6)</td>
<td align="center">Pre 15 (1.6%); Post 951 (98.4%)</td>
<td align="center">Visceral 238 (24.7); Non visceral 264 (27.3%); Other sites 67 (6.9%)</td>
<td align="center">Sensitive 819 (84.8%); resistant 147 (15.2%)</td>
</tr>
<tr>
<td align="center" rowspan="2">
<xref ref-type="bibr" rid="B36">Odabas et al. (2023)</xref>
</td>
<td align="center" rowspan="2">57 &#x7c; 63</td>
<td align="center">60.40 &#xb1; 12.86</td>
<td align="center">0&#x2013;35 (55.6%); 1&#x2013;20 (31.7%); 2/3&#x2013;8 (12.7%)</td>
<td align="center" rowspan="2">Pre: 19 (30.6); Post: 43 (69.4) Pre: 8 (14.0); Post: 49 (86.0) Unknown: 1 (1.65)</td>
<td align="center" rowspan="2">Palbociclib; Ribociclib</td>
<td align="center">Visceral: 30 (47.6); Non visceral: 33 (52.4)</td>
<td align="center">Sensitive: 24 (38.1); Resistant:39 (61.9)</td>
<td align="center" rowspan="2">Lansoprazole 17 (29.8) Pantoprazole 14 (24.6) Esomeprazole 16 (28.1) Rabeprazole 5 (8.8) Omeprazole 5 (8.8)</td>
</tr>
<tr>
<td align="center">54.22 &#xb1; 13.08</td>
<td align="center">0&#x2013;33 (57.9); 1&#x2013;20 (35.1); 2/3&#x2013;4 (7.0)</td>
<td align="center">Visceral: 29 (50.9); Non visceral: 28 (49.1)</td>
<td align="center">Sensitive: 30 (52.6); Resistant:27 (47.4)</td>
</tr>
<tr>
<td align="center" rowspan="2">
<xref ref-type="bibr" rid="B36">Odabas et al. (2023)</xref>
</td>
<td align="center" rowspan="2">29 &#x7c; 71</td>
<td align="center">59.75 &#xb1; 12.33</td>
<td align="center">0&#x2013;30 (42.3); 1&#x2013;37 (52.1); 2/3&#x2013;4 (5.6)</td>
<td align="center" rowspan="2">Pre: 22 (31.0); Post: 49 (69.0)/Pre: 5 (17.2); Post: 24 (82.8)</td>
<td align="center" rowspan="2">Palbociclib; Ribociclib</td>
<td align="center">Visceral: 33 (46.5); Non visceral: 38 (53.5)</td>
<td align="center">Sensitive: 23 (32.4); Resistant: 48 (67.6)</td>
<td align="center" rowspan="2">Lansoprazole 14 (48.3) Pantoprazole 7 (24.1) Esomeprazole 4 (13.8) Rabeprazole 3 (10.3) Omeprazole 1 (3.4)</td>
</tr>
<tr>
<td align="center">52.49 &#xb1; 10.31</td>
<td align="center">0&#x2013;16 (55.2); 1&#x2013;11 (37.9); 2&#x2013;3 - 2 (6.9)</td>
<td align="center">Visceral: 16 (55.2); Non visceral: 13 (44.8)</td>
<td align="center">Sensitive:9 (31.0); Resistant: 20 (69.0)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B5">&#xc7;aglayan et al. (2022)</xref>
</td>
<td align="center">45 &#x7c; 41</td>
<td align="center">55 &#xb1; 11.8 56 &#xb1; 13.9</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">Palbociclib; Ribociclib</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">Pantoprozole Lansoprozole Esomeprozole Rabeprozole</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="bib63">Criado et al. (2023)</xref>
</td>
<td align="center">80 &#x7c; 86</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">Palbociclib</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">NA</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B9">Cosimo et al. (2023)</xref>
</td>
<td align="center">91 &#x7c; 325</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">Palbociclib</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">NA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Median range, years; ECOG, eastern cooperative oncology group; NA, not available Progression-Free Survival.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3-1-1">
<title>3.1.1 Overall population</title>
<p>A comprehensive comparative analysis was conducted across the nine included studies investigating Progression-Free Survival (PFS) in patients concurrently using proton pump inhibitors (PPIs) and those in a control group without this medication. The results reveal a significant association between non-use of PPIs and a higher likelihood of PFS (HR 2.0901; 95% CI 1.410&#x2013;2.9498; <italic>p</italic> &#x003c; 0.001; I<sup>2</sup> 73%; <xref ref-type="fig" rid="F2">Figure 2</xref>), accompanied by notable heterogeneity among the studies. These findings highlight the potential impact of abstaining from PPIs on progression-free survival.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Progression-free survival overall of patients with breast cancer treated with PPI users and PPI non-users.</p>
</caption>
<graphic xlink:href="fphar-15-1352224-g002.tif"/>
</fig>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Palbociclib subgroup</title>
<p>The subgroup analysis of individuals taking palbociclib was conducted for six studies, revealing statistical relevance for the control group (HR 2.2539; 95% CI 1.3213&#x2013;3.8446; <italic>p</italic> &#x003D; 0.003; I<sup>2</sup> 83%; <xref ref-type="fig" rid="F3">Figure 3</xref>). The analysis also demonstrated significant heterogeneity among the studies, suggesting variation among the studies included in this analysis.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Progression-free survival overall of patients with breast cancer taking palbociclib treated with PPI users and PPI non-users.</p>
</caption>
<graphic xlink:href="fphar-15-1352224-g003.tif"/>
</fig>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Ribociclib subgroup</title>
<p>In the ribociclib subgroup the estimated PFS included three studies was significant in favor for PPI non-users compared with PPI users (HR 1.74 95% CI 1.02&#x2013;2.97; <italic>p</italic> &#x003D; 0.04; I<sup>2</sup> &#x003D; 40% <xref ref-type="fig" rid="F4">Figure 4</xref>). The value of I<sup>2</sup> demonstrated a slight heterogeneity rate among the studies, which was expected because the studies were retrospective observational studies with variations.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Progression-free survival overall of patients with breast cancer taking ribociclib treated with PPI users and PPI non-users.</p>
</caption>
<graphic xlink:href="fphar-15-1352224-g004.tif"/>
</fig>
</sec>
<sec id="s3-1-4">
<title>3.1.4 Univariate analysis</title>
<p>The univariate analysis included the variables CDK inhibitor dose reduction (HR 0.9352; 95% CI 0.7138&#x2013;1.2254; p 0.627; I<sup>2</sup> 0%; <xref ref-type="sec" rid="s11">Supplementary Figure S1A</xref>), metastasis sites (HR 1.1575; 95% CI 0.9554&#x2013;1.4024; p 0.135; I<sup>2</sup> 41%; <xref ref-type="sec" rid="s11">Supplementary Figure S1B</xref>), visceral/non-visceral disease (HR 0.8757; 95% CI 0.5607&#x2013;1.3678; p 0.560; I<sup>2</sup> 63%; <xref ref-type="sec" rid="s11">Supplementary Figure S1C</xref>) and pre/pos menopause (HR 1.0782; 95% CI 0.6890&#x2013;1.6872; p 0.742; I<sup>2</sup> 42%; <xref ref-type="sec" rid="s11">Supplementary Figure S1D</xref>) all variables did not show statistical significance in the univariate analysis.</p>
</sec>
<sec id="s3-1-5">
<title>3.1.5 Multivariate analysis</title>
<p>The multivariate analysis included three studies with ECOG and PFS not show statistical significance (HR 0.9081; 95% CI 0.4978&#x2013;16566; p 0.753; I<sup>2</sup> 54%; <xref ref-type="sec" rid="s11">Supplementary Figure S2A</xref>). Furthermore, three studies were included with Age and PFS not demonstrated an association between the variables (HR 1.2772; 95% CI 0.8790&#x2013;1.8559; p 0.199; I<sup>2</sup> 60%; <xref ref-type="sec" rid="s11">Supplementary Figure S2B</xref>), besides a significant heterogeneity rate among the studies in both analyses.</p>
</sec>
<sec id="s3-1-6">
<title>3.1.6 Sensitivity analysis and quality assessment</title>
<p>We performed leave-one-out sensitivity analyses for all outcomes. There was no significant difference in PSF in the overall population (<xref ref-type="sec" rid="s11">Supplementary Figure S3A</xref>) and PFS in the palbociclib subgroup (<xref ref-type="sec" rid="s11">Supplementary Figure S3B</xref>), and there was no significant change in the heterogeneity value when studies were omitted. In the PFS ribociclib subgroup (<xref ref-type="sec" rid="s11">Supplementary Figure S3C</xref>), the heterogeneity value, which is I2 40%, becomes 0% by omitting <xref ref-type="bibr" rid="B11">Del Re et al., 2022</xref> and was a significant difference favoring the PPI-nonusers. In addition, omitting <xref ref-type="bibr" rid="B15">Eser et al. (2022)</xref>, the heterogeneity becomes 0% and a tendency to move toward the control group. The slight asymmetrical distribution against standard errors, which is indicative of a small sample of studies, is represented in the funnel plot of the PFS overall population in <xref ref-type="fig" rid="F5">Figure 5A</xref>. <xref ref-type="sec" rid="s11">Supplementary Figure S1D</xref> shows a diagram of the influence of heterogeneity on the outcomes of the included studies in the PFS overall population that CRIADO 2023 was responsible for the high rate of heterogeneity, even though it is one of the major contributors to the study&#x2019;s outcome as well as in the PFS palbociclib subgroup (<xref ref-type="fig" rid="F5">Figure 5B</xref>). The funnel of the ribocicblib subgroup (<xref ref-type="sec" rid="s11">Supplementary Figure S3G</xref>) shows a symmetrical distribution of comparable studies but with only three studies and in the diagram (<xref ref-type="sec" rid="s11">Supplementary Figure S3H</xref>) demonstrated that the major contributors for the heterogeneity were <xref ref-type="bibr" rid="B11">Del Re et al. (2022)</xref>; <xref ref-type="bibr" rid="B15">Eser et al. (2022)</xref>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Funnel plot for PFS in the overall population and <bold>(B)</bold> diagram of the influence of heterogeneity on the PFS results for the palbociclib subgroup population.</p>
</caption>
<graphic xlink:href="fphar-15-1352224-g005.tif"/>
</fig>
<p>The individual assessment of each study included in the meta-analysis is depicted in <xref ref-type="sec" rid="s11">Supplementary Figure S6</xref>. Whereas five studies were considered as high quality, three studies were considered lower quality with a score &#x2264;7 using the Newcastle-Ottawa Scale.</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>4 Discussion</title>
<p>In this systematic review and meta-analysis encompassing 9 studies and 2,737 patients, we examined the outcomes for women with HR&#x002B;/HER2-advanced breast cancer undergoing treatment with cyclin-dependent kinase (CDK) 4/6 inhibitors, comparing those who used proton pump inhibitors (PPIs) against those who did not. The analysis of palbociclib and ribociclib subgroups was conducted considering their unique mechanisms of action and interactions with proton pump inhibitors (PPIs), highlighting differences in solubility, metabolism, and pharmacokinetic interactions. This is clinically important for assessing the influence of PPI usage on treatment effectiveness and informing individualized therapy choices for patients with advanced breast cancer.</p>
<p>We used the I<sup>2</sup> for asses the heterogeneity of analysis, Egger&#x2019;s test for publications bias by the symmetry of funnel plot and the sensibility analysis to evaluate identified the influential studies in heterogeneity and the robustness of findings.</p>
<p>Our results underscore a significant association between non-use of PPIs and an increased likelihood of progression-free survival (PFS) (HR 2.0901; 95% CI 1.410&#x2013;2.9498; <italic>p</italic> &#x003c; 0.001). Subgroup analysis further revealed that the addition of PPIs significantly reduced PFS for patients treated with palbociclib and ribociclib.</p>
<p>CDK 4/6 inhibitors within the CDK4 (INK4)-retinoblastoma (Rb) pathway govern the regulatory phases of the cell cycle, specifically orchestrating progression from G1 (pre-DNA synthesis) to S (DNA synthesis) (<xref ref-type="bibr" rid="B19">Hamilton and Infante, 2016</xref>). CDK 4/6 assumes a pivotal role in overseeing the transition from G1 to S through its interaction with D-type cyclins, thereby inducing the phosphorylation of Rb (<xref ref-type="bibr" rid="B57">Wang et al., 2023</xref>). Elevated cyclin-dependent kinase 4/6 activity ensues from mutations in CDK 4/6, the depletion of CDK regulators, and the heightened expression of D-type cycling&#x2014;all converging to instigate the proliferation of cancer cells. CDK 4/6 inhibitors act by attenuating the phosphorylation state of Rb, thereby reducing the concentration of phosphorylated Rb. This reduction creates an environment conducive to the formation of RB-E2F transcription factor complexes, ultimately incapacitating the E2F transcription factors that activate genes essential for the initiation of the S phase and DNA replication (<xref ref-type="bibr" rid="B31">Malumbres and Barbacid, 2009</xref>; <xref ref-type="bibr" rid="B58">Wang et al., 2023</xref>; <xref ref-type="bibr" rid="B28">Knudsen et al., 2023</xref>; <xref ref-type="bibr" rid="B40">Pan et al., 2023</xref>).</p>
<p>PPIs represent weak bases characterized by a substituted pyridine with a primary pK ranging from 3.8 to 4.9 coupled with a benzimidazole exhibiting a secondary pKa of approximately 1.0. PPI acts on gastric ATPase through covalent binding (<xref ref-type="bibr" rid="B49">Shin et al., 2006</xref>; <xref ref-type="bibr" rid="B52">Srebro et al., 2022</xref>). In an acidic environment, they undergo conversion to sulfenic acids or sulfenamides, initiating a reaction that results in the formation of a disulfide bond with a cysteine or multiple cysteines accessible from the luminal surface of ATPase (<xref ref-type="bibr" rid="B41">Proton Pump Inhibitors, 2012</xref>). Because of the establishment of disulfide bonds, their inhibitory effects significantly persist longer (<xref ref-type="bibr" rid="B45">Robinson and Horn, 2003</xref>).</p>
<p>The interaction between PPIs and antineoplastic drugs is highly variable among cancer patients. Existing studies have indicated that the concurrent use of PPIs can diminish the antitumor effectiveness or certain drugs like capecitabine and pazopanib (<xref ref-type="bibr" rid="B56">van Leeuwen et al., 2014</xref>; <xref ref-type="bibr" rid="B43">Raoul et al., 2023</xref>). On the other hand, it does not appear to exert a significant influence on the clinical outcomes of patients undergoing treatment with epidermal growth factor receptor (EGFR) inhibitors (<xref ref-type="bibr" rid="B22">Hilton et al., 2013</xref>; <xref ref-type="bibr" rid="B29">Kumarakulasinghe et al., 2016</xref>; <xref ref-type="bibr" rid="B8">Chu et al., 2017</xref>; <xref ref-type="bibr" rid="B33">Moreau-Bachelard et al., 2022</xref>).</p>
<p>In our analysis, ta global assessment of patients using CDK 4/6 inhibitors revealed a significant risk of progression associated with the use of PPIs (HR 2.0901; 95% CI; 1.410&#x2013;2.9498; <italic>p</italic> &#x003c; 0.001). These findings parallel results observed in advanced small cell lung cancer (SCLC) treated with programmed death-ligand 1 (PD-L1) inhibitors, where concurrent use of PPIs was linked to a 74.9% increased risk of progression (HR 1.749; 95% CI; 1.285&#x2013;2.380) and a 58.3% increased risk of death (HR &#x003D; 1.583, 95% CI; 1.059&#x2013;2.366) (<xref ref-type="bibr" rid="B61">Zhang et al., 2023</xref>).</p>
<p>In the palbociclib group, negative outcomes associated with the use of PPIs were maintained (HR 2.2539; 95% CI 1.3213&#x2013;3.8446; <italic>p</italic> &#x003D; 0.003; I<sup>2</sup> 83%), with a slight increase in relative risk compared to the overall group. This aligns with a study by <xref ref-type="bibr" rid="B53">Sun et al. (2017)</xref> evaluating the interaction of palbociclib with rabeprazole, a PPI. They found that at pH above 4, rabeprazole decreased palbociclib&#x2019;s area under the curve (AUC) by 62% and its maximum concentration (Cmax) by 80%. These findings support the potential association between PPI use and reduced oral chemotherapy effectiveness (<xref ref-type="bibr" rid="B53">Sun et al., 2017</xref>). However, Sun et al. also demonstrated that taking palbociclib with food significantly mitigated the impact of rabeprazole, restoring AUC and Cmax closer to baseline levels. This suggests that dietary strategies may offer a potential intervention to optimize palbociclib exposure in PPI users (<xref ref-type="bibr" rid="B53">Sun et al., 2017</xref>).</p>
<p>In the subgroup analysis involving ribociclib, the hazard ratio significantly favored PPI non-users over PPI users (HR 1.74; 95% CI 1.02&#x2013;2.97; <italic>p</italic> &#x003D; 0.04; I<sup>2</sup> &#x003D; 40%). However, this ratio is notably lower in comparison to the palbociclib subgroup. This discrepancy can be attributed to the higher solubility of ribociclib at pH levels below 4.5, contrasting with palbociclib, which already shows reduced solubility at or above pH 4 (<xref ref-type="bibr" rid="B47">Samant et al., 2018</xref>; <xref ref-type="bibr" rid="B2">Bellet et al., 2019</xref>). Another possible explanation lies in the potential interaction between CDK4/6 inhibitors and PPIs, on the CYP2C19 enzyme responsible for metabolizing both substances (<xref ref-type="bibr" rid="B19">Hamilton and Infante, 2016</xref>; <xref ref-type="bibr" rid="B24">Imhann et al., 2016</xref>; <xref ref-type="bibr" rid="B57">Wang et al., 2023</xref>). Studies by <xref ref-type="bibr" rid="B24">Imhann et al. (2016)</xref> and <xref ref-type="bibr" rid="B19">Hamilton and Infante (2016)</xref> demonstrated that omeprazole inhibits CYP2C19 activity, which was further corroborated by <xref ref-type="bibr" rid="B57">Wang et al. (2023)</xref>. This inhibition can lead to a significant increase in plasma concentrations of certain CDK4/6 inhibitors, potentially leading to increased efficacy but also raising concerns about drug toxicity. Therefore, further investigation into the specific enzyme interactions and their clinical implications is warranted.</p>
<p>While our study provides valuable insights, certain limitations should be acknowledged. Firstly, the observed high heterogeneity may stem from the diverse types of PPI used, given the variable effectiveness of each (<xref ref-type="bibr" rid="B60">Zhang et al., 2017</xref>; <xref ref-type="bibr" rid="B20">He et al., 2022</xref>). Unfortunately, due to a lack of detailed data in the studies, we were unable to conduct a specific analysis of the impact of each type of PPI on PFS. Secondly, the absence of data prevented the reporting of additional outcomes of interest, including overall response rate (ORR), complete response (CR), partial response (PR), stable disease (SD), and overall survival (OS). However, it is important to note that these data gaps this did not prevent the drawing of solid conclusions concerning the results analyzed within each group. Further investigations addressing these limitations could provide a more comprehensive understanding of the nuanced relationship between CKD 4/6 inhibitors, PPIs, and varios clinical ouctomes.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<title>5 Conclusion</title>
<p>This groundbreaking meta-analysis is the first to examine the impact of PPIs on the efficacy of CDK 4/6 inhibitors in women diagnosed with HR&#x002B;/HER2-metastatic breast cancer. Our results add significant insights to the existing body of literature, substantiating the notion that PPI usage ay adversely influence the efectiveness of CDK 4/6 inhibitors. This discovery emphasizes the need for careful consideration and potential contraindication of PPIs in this specific clinical context, as their use is strongly correlated with a substantial reduction in PFS among women undergoing treatment with palbociclib or ribociclib. Additionally, our conclusion highlights the urgent need for future research, particularly prospective studies, to rigorously validate these findings and explore underlying mechanisms, crucial for optimizing therapeutic strategies in the treatment of metastatic breast cancer.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Materials</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>FM: Methodology, Software, Writing&#x2013;original draft. CP: Investigation, Writing&#x2013;review and editing. VS: Data curation, Formal Analysis, Writing&#x2013;original draft. EL: Investigation, Methodology, Writing&#x2013;original draft. CS: Data curation, Validation, Visualization, Writing&#x2013;review and editing. RB: Formal Analysis, Funding acquisition, Project administration, Resources, Supervision, Validation, Visualization, Writing&#x2013;review and editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by the Conselho Nacional de Desenvolvimento Cient&#xed;fico e Tecnol&#xf3;gico (CNPq), the Coordena&#xe7;&#xe3;o de Aperfei&#xe7;oamento de Pessoal de N&#xed;vel Superior (CAPES), the Pr&#xf3;-Reitoria de Pesquisa e P&#xf3;s-Gradua&#xe7;&#xe3;o da UFPA (PROPESP).</p>
</sec>
<ack>
<p>We thank the Federal University of Par&#xe1; (UFPA). The design of the study, sample collection, data analysis, interpretation, and manuscript writing were conducted independently of any influence or involvement from the funding agencies.</p>
</ack>
<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>
<sec id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2024.1352224/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2024.1352224/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<sec id="s12">
<title>Abbreviations</title>
<p>AUC, area under the plasma concentration time curve; Cls, confidence intervals; CDK, cyclin-dependent kinase; CR, complete response; DDI, drug-drug interaction; ECOG, eastern cooperative oncology group; EGFR, epidermal growth factor receptor; FDA, food and drug administration; G1, pre-DNA synthesis; HER2, human epidermal growth factor receptor 2-negative; HR&#x002B;, hormone receptor-positive; HR, hazard ratio; Mbc, metastatic breast cancer; MTX, methotrexate; ORR, objective response rate; OS, overall survival; SD, stable disease; PD, progressive disease; PD-L1, programmed death ligand 1; PFS, progression-free survival; PPI, proton pump inhibitors; PR, partial response; PRISMA, preferred reporting items for systematic reviews and meta-analysis; PROSPERO, international prospective register of systematic reviews; Rb, retinoblastoma; S, DNA synthesis; TKI, tyrosine kinase inhibitor.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="web">
<collab>Assessing risk of bias due to missing results in a synthesis</collab> (<year>2023</year>). <article-title>Chapter 13: assessing risk of bias due to missing results in a synthesis</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://training.cochrane.org/handbook/current/chapter-13">https://training.cochrane.org/handbook/current/chapter-13</ext-link> (Accessed September 15, 2023)</comment>.</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bellet</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ahmad</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Villanueva</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Valdivia</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Palomino-Doza</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ruiz</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Palbociclib and ribociclib in breast cancer: consensus workshop on the management of concomitant medication</article-title>. <source>Ther. Adv. Med. Oncol.</source> <volume>11</volume>, <fpage>1758835919833867</fpage>. <pub-id pub-id-type="doi">10.1177/1758835919833867</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bilgin</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Sendur</surname>
<given-names>M. A. N.</given-names>
</name>
<name>
<surname>&#x15e;ener Dede</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Ak&#x131;nc&#x131;</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Yal&#xe7;&#x131;n</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>A current and comprehensive review of cyclin-dependent kinase inhibitors for the treatment of metastatic breast cancer</article-title>. <source>Curr. Med. Res. Opin.</source> <volume>33</volume>, <fpage>1559</fpage>&#x2013;<lpage>1569</lpage>. <pub-id pub-id-type="doi">10.1080/03007995.2017.1348344</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Budha</surname>
<given-names>N. R.</given-names>
</name>
<name>
<surname>Frymoyer</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Smelick</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Yago</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Dresser</surname>
<given-names>M. J.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Drug absorption interactions between oral targeted anticancer agents and PPIs: is pH-dependent solubility the Achilles heel of targeted therapy?</article-title> <source>Clin. Pharmacol. Ther.</source> <volume>92</volume>, <fpage>203</fpage>&#x2013;<lpage>213</lpage>. <pub-id pub-id-type="doi">10.1038/clpt.2012.73</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>&#xc7;a&#x11f;layan</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Ko&#xe7;ak</surname>
<given-names>M. Z.</given-names>
</name>
<name>
<surname>Geredeli</surname>
<given-names>&#xc7;.</given-names>
</name>
<name>
<surname>Tatl&#x131;</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>G&#xf6;ksu</surname>
<given-names>S. S.</given-names>
</name>
<name>
<surname>Ery&#x131;lmaz</surname>
<given-names>M. K.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>The effect of concomitant use of proton pump inhibitors with CDK 4/6 inhibitors on survival in metastatic breast cancer</article-title>. <source>Eur. J. Clin. Pharmacol.</source> <volume>79</volume>, <fpage>243</fpage>&#x2013;<lpage>248</lpage>. <pub-id pub-id-type="doi">10.1007/s00228-022-03435-7</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chagaleti</surname>
<given-names>B. K.</given-names>
</name>
<name>
<surname>Saravanan</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Vellapandian</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Kathiravan</surname>
<given-names>M. K.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Exploring cyclin-dependent kinase inhibitors: a comprehensive study in search of CDK-6 inhibitors using a pharmacophore modelling and dynamics approach</article-title>. <source>RSC Adv.</source> <volume>13</volume>, <fpage>33770</fpage>&#x2013;<lpage>33785</lpage>. <pub-id pub-id-type="doi">10.1039/d3ra05672d</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname>
<given-names>C.-M.</given-names>
</name>
<name>
<surname>Lam</surname>
<given-names>H. Y. P.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Mechanism of CDK4/6 inhibitor resistance in hormone receptor-positive breast cancer and alternative treatment strategies</article-title>. <source>Anticancer Res.</source> <volume>43</volume>, <fpage>5283</fpage>&#x2013;<lpage>5298</lpage>. <pub-id pub-id-type="doi">10.21873/anticanres.16732</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chu</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Hecht</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Slamon</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Wainberg</surname>
<given-names>Z. A.</given-names>
</name>
<name>
<surname>Bang</surname>
<given-names>Y.-J.</given-names>
</name>
<name>
<surname>Hoff</surname>
<given-names>P. M.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Association of proton pump inhibitors and capecitabine efficacy in advanced gastroesophageal cancer: secondary analysis of the TRIO-013/LOGiC randomized clinical trial</article-title>. <source>JAMA Oncol.</source> <volume>3</volume>, <fpage>767</fpage>&#x2013;<lpage>773</lpage>. <pub-id pub-id-type="doi">10.1001/jamaoncol.2016.3358</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cosimo</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>P&#xe9;rez-Garc&#xed;a</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Ezquerra</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Dalenc</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Gil</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Borrego</surname>
<given-names>M. R.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Abstract PD13-10: PD13-10 impact of proton pump inhibitors (PPI) on palbociclib (PAL) outcomes in hormone receptor-positive, HER2-negative advanced breast cancer (HR&#x002B;/HER2- ABC): exploratory analysis of the PARSIFAL trial</article-title>. <source>Cancer Res.</source> <volume>83</volume>, <fpage>PD13</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1158/1538-7445.SABCS22-PD13-10</pub-id>
</citation>
</ref>
<ref id="bib63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Criado</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Martinez</surname>
<given-names>V. M.</given-names>
</name>
<name>
<surname>Aunon</surname>
<given-names>M. P. Z.</given-names>
</name>
<name>
<surname>Pe&#xf1;a-L&#xf3;pez</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Sanchez</surname>
<given-names>V. L. C.</given-names>
</name>
<name>
<surname>Espinosa</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>243P Concomitant administration of palbociclib and proton pump inhibitors affects clinical outcomes in metastatic breast cancer patients</article-title>. <source>ESMO Open</source> <volume>8</volume>. <pub-id pub-id-type="doi">10.1016/j.esmoop.2023.101431</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cuy&#xfa;n Carter</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Mohanty</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Stenger</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Morato Guimaraes</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Singuru</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Basa</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Prognostic factors in hormone receptor-positive/human epidermal growth factor receptor 2-negative (HR&#x002B;/HER2&#x2013;) advanced breast cancer: a systematic literature review</article-title>. <source>Cancer Manag. Res.</source> <volume>13</volume>, <fpage>6537</fpage>&#x2013;<lpage>6566</lpage>. <pub-id pub-id-type="doi">10.2147/CMAR.S300869</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Del Re</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Crucitta</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Omarini</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Bargagna</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Mongillo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Palleschi</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Concomitant administration of proton pump inhibitors does not significantly affect clinical outcomes in metastatic breast cancer patients treated with ribociclib</article-title>. <source>Breast</source> <volume>66</volume>, <fpage>157</fpage>&#x2013;<lpage>161</lpage>. <pub-id pub-id-type="doi">10.1016/j.breast.2022.10.005</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Del Re</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Omarini</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Diodati</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Palleschi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Meattini</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Crucitta</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Drug-drug interactions between palbociclib and proton pump inhibitors may significantly affect clinical outcome of metastatic breast cancer patients</article-title>. <source>ESMO Open</source> <volume>6</volume>, <fpage>100231</fpage>. <pub-id pub-id-type="doi">10.1016/j.esmoop.2021.100231</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>DerSimonian</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Laird</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>1986</year>). <article-title>Meta-analysis in clinical trials</article-title>. <source>Control Clin. Trials</source> <volume>7</volume>, <fpage>177</fpage>&#x2013;<lpage>188</lpage>. <pub-id pub-id-type="doi">10.1016/0197-2456(86)90046-2</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Egger</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Davey Smith</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Schneider</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Minder</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>Bias in meta-analysis detected by a simple, graphical test</article-title>. <source>BMJ</source> <volume>315</volume>, <fpage>629</fpage>&#x2013;<lpage>634</lpage>. <pub-id pub-id-type="doi">10.1136/bmj.315.7109.629</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eser</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>&#xd6;nder</surname>
<given-names>A. H.</given-names>
</name>
<name>
<surname>Sezer</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>&#xc7;il</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>&#x130;nal</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>&#xd6;zt&#xfc;rk</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Proton pump inhibitors may reduce the efficacy of ribociclib and palbociclib in metastatic breast cancer patients based on an observational study</article-title>. <source>BMC Cancer</source> <volume>22</volume>, <fpage>516</fpage>. <pub-id pub-id-type="doi">10.1186/s12885-022-09624-y</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="web">
<collab>ESMO Congress OncologyPRO</collab> (<year>2023</year>). <article-title>OncologyPRO</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://oncologypro.esmo.org/meeting-resources/esmo-congress/monarch-3-interim-overall-survival-os-results-of-abemaciclib-plus-a-nonsteroidal-aromatase-inhibitor-nsai-in-patients-pts-with-hr-her2-ad">https://oncologypro.esmo.org/meeting-resources/esmo-congress/monarch-3-interim-overall-survival-os-results-of-abemaciclib-plus-a-nonsteroidal-aromatase-inhibitor-nsai-in-patients-pts-with-hr-her2-ad</ext-link> (Accessed August 13, 2023)</comment>.</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Geisler</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Karihtala</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Tuxen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Valachis</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Holm</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Current treatment landscape of HR&#x002B;/HER2-advanced breast cancer in the Nordics: a modified Delphi study</article-title>. <source>Acta Oncol.</source> <volume>62</volume>, <fpage>1680</fpage>&#x2013;<lpage>1688</lpage>. <pub-id pub-id-type="doi">10.1080/0284186X.2023.2254475</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gyawali</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Eisenhauer</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Tregear</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Booth</surname>
<given-names>C. M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Progression-free survival: it is time for a new name</article-title>. <source>Lancet Oncol.</source> <volume>23</volume>, <fpage>328</fpage>&#x2013;<lpage>330</lpage>. <pub-id pub-id-type="doi">10.1016/S1470-2045(22)00015-8</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamilton</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Infante</surname>
<given-names>J. R.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Targeting CDK4/6 in patients with cancer</article-title>. <source>Cancer Treat. Rev.</source> <volume>45</volume>, <fpage>129</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1016/j.ctrv.2016.03.002</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>He</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ge</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhai</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Are proton pump inhibitors more effective than histamine-2-receptor antagonists for stress ulcer prophylaxis in critically ill patients? A systematic review and meta-analysis of cohort studies</article-title>. <source>Ann. Pharmacother.</source> <volume>56</volume>, <fpage>988</fpage>&#x2013;<lpage>997</lpage>. <pub-id pub-id-type="doi">10.1177/10600280211059040</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Higgins</surname>
<given-names>J. P. T.</given-names>
</name>
<name>
<surname>Thompson</surname>
<given-names>S. G.</given-names>
</name>
<name>
<surname>Deeks</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Altman</surname>
<given-names>D. G.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Measuring inconsistency in meta-analyses</article-title>. <source>BMJ</source> <volume>327</volume>, <fpage>557</fpage>&#x2013;<lpage>560</lpage>. <pub-id pub-id-type="doi">10.1136/bmj.327.7414.557</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hilton</surname>
<given-names>J. F.</given-names>
</name>
<name>
<surname>Tu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Seymour</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Shepherd</surname>
<given-names>F. A.</given-names>
</name>
<name>
<surname>Bradbury</surname>
<given-names>P. A.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>An evaluation of the possible interaction of gastric acid suppressing medication and the EGFR tyrosine kinase inhibitor erlotinib</article-title>. <source>Lung Cancer</source> <volume>82</volume>, <fpage>136</fpage>&#x2013;<lpage>142</lpage>. <pub-id pub-id-type="doi">10.1016/j.lungcan.2013.06.008</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hunter</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Asprer</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Doan</surname>
<given-names>A. H.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Updated review article: cyclin-dependent kinase 4/6 inhibitor impact, FDA approval, and resistance pathways</article-title>. <source>J. Pharm. Technol.</source> <volume>39</volume>, <fpage>298</fpage>&#x2013;<lpage>308</lpage>. <pub-id pub-id-type="doi">10.1177/87551225231205153</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Imhann</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Bonder</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Vich Vila</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Mujagic</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Vork</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Proton pump inhibitors affect the gut microbiome</article-title>. <source>Gut</source> <volume>65</volume>, <fpage>740</fpage>&#x2013;<lpage>748</lpage>. <pub-id pub-id-type="doi">10.1136/gutjnl-2015-310376</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>IntHout</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ioannidis</surname>
<given-names>J. P. A.</given-names>
</name>
<name>
<surname>Borm</surname>
<given-names>G. F.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The Hartung-Knapp-Sidik-Jonkman method for random effects meta-analysis is straightforward and considerably outperforms the standard DerSimonian-Laird method</article-title>. <source>BMC Med. Res. Methodol.</source> <volume>14</volume>, <fpage>25</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2288-14-25</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jerzak</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Bouganim</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Brezden-Masley</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Edwards</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gelmon</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Henning</surname>
<given-names>J.-W.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>HR&#x002B;/HER2&#x2013; advanced breast cancer treatment in the first-line setting: expert review</article-title>. <source>Curr. Oncol.</source> <volume>30</volume>, <fpage>5425</fpage>&#x2013;<lpage>5447</lpage>. <pub-id pub-id-type="doi">10.3390/curroncol30060411</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jin</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>Y.-F.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>C.-J.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Molecular classification of hormone receptor-positive HER2-negative breast cancer</article-title>. <source>Nat. Genet.</source> <volume>55</volume>, <fpage>1696</fpage>&#x2013;<lpage>1708</lpage>. <pub-id pub-id-type="doi">10.1038/s41588-023-01507-7</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Knudsen</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Witkiewicz</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Rubin</surname>
<given-names>S. M.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Cancer takes many paths through G1/S</article-title>. <source>Trends Cell Biol.</source> <volume>S0962-8924</volume> (<issue>23</issue>), <fpage>00211</fpage>&#x2013;<lpage>00218</lpage>. <pub-id pub-id-type="doi">10.1016/j.tcb.2023.10.007</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumarakulasinghe</surname>
<given-names>N. B.</given-names>
</name>
<name>
<surname>Syn</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Soon</surname>
<given-names>Y. Y.</given-names>
</name>
<name>
<surname>Asmat</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Loy</surname>
<given-names>E. Y.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>EGFR kinase inhibitors and gastric acid suppressants in EGFR-mutant NSCLC: a retrospective database analysis of potential drug interaction</article-title>. <source>Oncotarget</source> <volume>7</volume>, <fpage>85542</fpage>&#x2013;<lpage>85550</lpage>. <pub-id pub-id-type="doi">10.18632/oncotarget.13458</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>J.-E.</given-names>
</name>
<name>
<surname>Kwon</surname>
<given-names>S.-H.</given-names>
</name>
<name>
<surname>Kwon</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Jung</surname>
<given-names>H.-I.</given-names>
</name>
<name>
<surname>Nam</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>E.-K.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Concomitant use of proton pump inhibitors and palbociclib among patients with breast cancer</article-title>. <source>JAMA Netw. Open</source> <volume>6</volume>, <fpage>e2324852</fpage>. <pub-id pub-id-type="doi">10.1001/jamanetworkopen.2023.24852</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malumbres</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Barbacid</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Cell cycle, CDKs and cancer: a changing paradigm</article-title>. <source>Nat. Rev. Cancer</source> <volume>9</volume>, <fpage>153</fpage>&#x2013;<lpage>166</lpage>. <pub-id pub-id-type="doi">10.1038/nrc2602</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>McPheeters</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Kripalani</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Peterson</surname>
<given-names>N. B.</given-names>
</name>
<name>
<surname>Idowu</surname>
<given-names>R. T.</given-names>
</name>
<name>
<surname>Jerome</surname>
<given-names>R. N.</given-names>
</name>
<name>
<surname>Potter</surname>
<given-names>S. A.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). &#x201c;<article-title>Quality improvement interventions to address health disparities: closing the quality gap - revisiting the state of the science</article-title>,&#x201d; in <source>Database of abstracts of reviews of effects (DARE): quality-assessed reviews</source> (<publisher-loc>(UK)</publisher-loc>: <publisher-name>Centre for Reviews and Dissemination</publisher-name>).</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moreau-Bachelard</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Letailleur</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Bompas</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Souli&#xe9;</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Paul</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Raoul</surname>
<given-names>J.-L.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Effect of concomitant proton pump inhibitors with pazopanib on cancer patients: a retrospective analysis</article-title>. <source>Cancers (Basel)</source> <volume>14</volume>, <fpage>4721</fpage>. <pub-id pub-id-type="doi">10.3390/cancers14194721</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mullin</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Schrogie</surname>
<given-names>J. J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Drug interactions produced by proton pump inhibitors: not simply a pH effect</article-title>. <source>Clin. Pharmacol. Ther.</source> <volume>93</volume>, <fpage>150</fpage>. <pub-id pub-id-type="doi">10.1038/clpt.2012.182</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Numico</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Fusco</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Franco</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Roila</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Proton Pump Inhibitors in cancer patients: how useful they are? A review of the most common indications for their use</article-title>. <source>Crit. Rev. Oncol. Hematol.</source> <volume>111</volume>, <fpage>144</fpage>&#x2013;<lpage>151</lpage>. <pub-id pub-id-type="doi">10.1016/j.critrevonc.2017.01.014</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Odabas</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Dogan</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ozcelik</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Yildirim</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ozkerim</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Turan</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Does proton pump inhibitors decrease the efficacy of palbociclib and ribociclib in patients with metastatic breast cancer?</article-title> <source>Med. Kaunas.</source> <volume>59</volume>, <fpage>557</fpage>. <pub-id pub-id-type="doi">10.3390/medicina59030557</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Orrantia-Borunda</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Anchondo-Nu&#xf1;ez</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Acu&#xf1;a-Aguilar</surname>
<given-names>L. E.</given-names>
</name>
<name>
<surname>G&#xf3;mez-Valles</surname>
<given-names>F. O.</given-names>
</name>
<name>
<surname>Ram&#xed;rez-Valdespino</surname>
<given-names>C. A.</given-names>
</name>
</person-group> (<year>2022</year>). &#x201c;<article-title>Subtypes of breast cancer</article-title>,&#x201d; in <source>Breast cancer</source>. Editor <person-group person-group-type="editor">
<name>
<surname>Mayrovitz</surname>
<given-names>H. N.</given-names>
</name>
</person-group> (<publisher-loc>Brisbane (AU)</publisher-loc>: <publisher-name>Exon Publications</publisher-name>).</citation>
</ref>
<ref id="B38">
<citation citation-type="web">
<collab>Ottawa Hospital Research Institute</collab> (<year>2023</year>). <article-title>Ottawa hospital research Institute</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.ohri.ca/programs/clinical_epidemiology/oxford.asp">https://www.ohri.ca/programs/clinical_epidemiology/oxford.asp</ext-link> (Accessed December 1, 2023)</comment>.</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Page</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>McKenzie</surname>
<given-names>J. E.</given-names>
</name>
<name>
<surname>Bossuyt</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Boutron</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Hoffmann</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>Mulrow</surname>
<given-names>C. D.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>The PRISMA 2020 statement: an updated guideline for reporting systematic reviews</article-title>. <source>BMJ</source> <volume>372</volume>, <fpage>n71</fpage>. <pub-id pub-id-type="doi">10.1136/bmj.n71</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pan</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Shang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Rong</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Advances of the regulatory mechanism of cyclin, cyclin-dependent kinases and related kinase inhibitors in cell cycle progression</article-title>. <source>Sheng Wu Gong Cheng Xue Bao</source> <volume>39</volume>, <fpage>1525</fpage>&#x2013;<lpage>1547</lpage>. <pub-id pub-id-type="doi">10.13345/j.cjb.220478</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="web">
<collab>Proton Pump Inhibitors</collab> (<year>2012</year>). <article-title>LiverTox: clinical and research information on drug-induced liver injury (bethesda (MD): national Institute of diabetes and digestive and kidney diseases)</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="http://www.ncbi.nlm.nih.gov/books/NBK547892/">http://www.ncbi.nlm.nih.gov/books/NBK547892/</ext-link> (Accessed November 30, 2023)</comment>.</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raoul</surname>
<given-names>J.-L.</given-names>
</name>
<name>
<surname>Gu&#xe9;rin-Charbonnel</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Edeline</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Simmet</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Gilabert</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Frenel</surname>
<given-names>J.-S.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Prevalence of proton pump inhibitor use among patients with cancer</article-title>. <source>JAMA Netw. Open</source> <volume>4</volume>, <fpage>e2113739</fpage>. <pub-id pub-id-type="doi">10.1001/jamanetworkopen.2021.13739</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raoul</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Moreau-Bachelard</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Gilabert</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Edeline</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Fr&#xe9;nel</surname>
<given-names>J. S.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Drug-drug interactions with proton pump inhibitors in cancer patients: an underrecognized cause of treatment failure</article-title>. <source>ESMO Open</source> <volume>8</volume>, <fpage>100880</fpage>. <pub-id pub-id-type="doi">10.1016/j.esmoop.2023.100880</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riechelmann</surname>
<given-names>R. P.</given-names>
</name>
<name>
<surname>Krzyzanowska</surname>
<given-names>M. K.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Drug interactions and oncological outcomes: a hidden adversary</article-title>. <source>Ecancermedicalscience</source> <volume>13</volume>, <fpage>ed88</fpage>. <pub-id pub-id-type="doi">10.3332/ecancer.2019.ed88</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Robinson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Horn</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Clinical pharmacology of proton pump inhibitors: what the practising physician needs to know</article-title>. <source>Drugs</source> <volume>63</volume>, <fpage>2739</fpage>&#x2013;<lpage>2754</lpage>. <pub-id pub-id-type="doi">10.2165/00003495-200363240-00004</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roncato</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Angelini</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Pani</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cecchin</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Sartore-Bianchi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Siena</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>CDK4/6 inhibitors in breast cancer treatment: potential interactions with drug, gene, and pathophysiological conditions</article-title>. <source>Int. J. Mol. Sci.</source> <volume>21</volume>, <fpage>6350</fpage>. <pub-id pub-id-type="doi">10.3390/ijms21176350</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Samant</surname>
<given-names>T. S.</given-names>
</name>
<name>
<surname>Dhuria</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Laisney</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Grandeury</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Ribociclib bioavailability is not affected by gastric pH changes or food intake: <italic>in silico</italic> and clinical evaluations</article-title>. <source>Clin. Pharmacol. Ther.</source> <volume>104</volume>, <fpage>374</fpage>&#x2013;<lpage>383</lpage>. <pub-id pub-id-type="doi">10.1002/cpt.940</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schieber</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Steele</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Collins</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Berger</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Fleming</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>McLaughlin</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Effect of concurrent proton pump inhibitors with palbociclib tablets for metastatic breast cancer</article-title>. <source>Clin. Breast Cancer</source> <volume>23</volume>, <fpage>658</fpage>&#x2013;<lpage>663</lpage>. <pub-id pub-id-type="doi">10.1016/j.clbc.2023.05.009</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shin</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Homerin</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Domagala</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Ficheux</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Sachs</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Characterization of the inhibitory activity of tenatoprazole on the gastric H&#x002B;,K&#x002B; -ATPase <italic>in vitro</italic> and <italic>in vivo</italic>
</article-title>. <source>Biochem. Pharmacol.</source> <volume>71</volume>, <fpage>837</fpage>&#x2013;<lpage>849</lpage>. <pub-id pub-id-type="doi">10.1016/j.bcp.2005.11.030</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shin</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Sachs</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Pharmacology of proton pump inhibitors</article-title>. <source>Curr. Gastroenterol. Rep.</source> <volume>10</volume>, <fpage>528</fpage>&#x2013;<lpage>534</lpage>. <pub-id pub-id-type="doi">10.1007/s11894-008-0098-4</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smelick</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Heffron</surname>
<given-names>T. P.</given-names>
</name>
<name>
<surname>Chu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Dean</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>West</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Duvall</surname>
<given-names>S. L.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Prevalence of acid-reducing agents (ARA) in cancer populations and ARA drug-drug interaction potential for molecular targeted agents in clinical development</article-title>. <source>Mol. Pharm.</source> <volume>10</volume>, <fpage>4055</fpage>&#x2013;<lpage>4062</lpage>. <pub-id pub-id-type="doi">10.1021/mp400403s</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Srebro</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Brniak</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Mendyk</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Formulation of dosage forms with proton pump inhibitors: state of the art, challenges and future perspectives</article-title>. <source>Pharmaceutics</source> <volume>14</volume>, <fpage>2043</fpage>. <pub-id pub-id-type="doi">10.3390/pharmaceutics14102043</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Klamerus</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Yuhas</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Pawlak</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Plotka</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>O&#x2019;Gorman</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Impact of acid-reducing agents on the pharmacokinetics of palbociclib, a weak base with pH-dependent solubility, with different food intake conditions</article-title>. <source>Clin. Pharmacol. Drug Dev.</source> <volume>6</volume>, <fpage>614</fpage>&#x2013;<lpage>626</lpage>. <pub-id pub-id-type="doi">10.1002/cpdd.356</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Targownik</surname>
<given-names>L. E.</given-names>
</name>
<name>
<surname>Metge</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Roos</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Leung</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>The prevalence of and the clinical and demographic characteristics associated with high-intensity proton pump inhibitor use</article-title>. <source>Official J. Am. Coll. Gastroenterology &#x7c; ACG</source> <volume>102</volume>, <fpage>942</fpage>&#x2013;<lpage>950</lpage>. <pub-id pub-id-type="doi">10.1111/j.1572-0241.2007.01106.x</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Torrisi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Jacobs</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Miggiano</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Sanctis</surname>
<given-names>R. D.</given-names>
</name>
<name>
<surname>Santoro</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>HR&#x002B;/HER2&#x2212; <italic>de novo</italic> metastatic breast cancer: a true peculiar entity?</article-title> <source>Drugs Context</source> <volume>12</volume>, <fpage>1</fpage>&#x2013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.7573/dic.2022-12-2</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Leeuwen</surname>
<given-names>R. W. F.</given-names>
</name>
<name>
<surname>van Gelder</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Mathijssen</surname>
<given-names>R. H. J.</given-names>
</name>
<name>
<surname>Jansman</surname>
<given-names>F. G. A.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Drug-drug interactions with tyrosine-kinase inhibitors: a clinical perspective</article-title>. <source>Lancet Oncol.</source> <volume>15</volume>, <fpage>e315</fpage>&#x2013;<lpage>e326</lpage>. <pub-id pub-id-type="doi">10.1016/S1470-2045(13)70579-5</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Bode</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2023a</year>). <article-title>Targeting CDK1 in cancer: mechanisms and implications</article-title>. <source>NPJ Precis. Oncol.</source> <volume>7</volume>, <fpage>58</fpage>. <pub-id pub-id-type="doi">10.1038/s41698-023-00407-7</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2023b</year>). <article-title>Mechanism of M2 type macrophage-derived extracellular vesicles regulating PD-L1 expression via the MISP/IQGAP1 axis in hepatocellular carcinoma immunotherapy resistance</article-title>. <source>Int. Immunopharmacol.</source> <volume>124</volume>, <fpage>110848</fpage>. <pub-id pub-id-type="doi">10.1016/j.intimp.2023.110848</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wedemeyer</surname>
<given-names>R.-S.</given-names>
</name>
<name>
<surname>Blume</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Pharmacokinetic drug interaction profiles of proton pump inhibitors: an update</article-title>. <source>Drug Saf.</source> <volume>37</volume>, <fpage>201</fpage>&#x2013;<lpage>211</lpage>. <pub-id pub-id-type="doi">10.1007/s40264-014-0144-0</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Kwong</surname>
<given-names>J. S. W.</given-names>
</name>
<name>
<surname>Yuan</surname>
<given-names>R.-X.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.-P.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Effectiveness and tolerability of different recommended doses of PPIs and H2RAs in GERD: network meta-analysis and GRADE system</article-title>. <source>Sci. Rep.</source> <volume>7</volume>, <fpage>41021</fpage>. <pub-id pub-id-type="doi">10.1038/srep41021</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tian</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>PPIs therapy has a negative impact on the clinical outcomes of advanced SCLC patients treated with PD-L1 inhibitors</article-title>. <source>BMC Pulm. Med.</source> <volume>23</volume>, <fpage>438</fpage>. <pub-id pub-id-type="doi">10.1186/s12890-023-02754-4</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>