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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2021.757456</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Association of Hypokalemia Incidence and Better Treatment Response in NSCLC Patients: A Meta-Analysis and Systematic Review on Anti-EGFR Targeted Therapy Clinical Trials</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Jiawei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1608636"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bai</surname>
<given-names>Jianling</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1609044"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yue</surname>
<given-names>Yuanping</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1609009"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Xin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1188304"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lange</surname>
<given-names>Theis</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>You</surname>
<given-names>Dongfang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1609013"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhao</surname>
<given-names>Yang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/841975"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biostatistics, School of Public Health, Nanjing Medical University</institution>, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Section of Biostatistics, Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen</institution>, <addr-line>Copenhagen</addr-line>, <country>Denmark</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Medicine, Nanjing Medical University</institution>, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Wen-Qing Li, Peking University Cancer Hospital, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Tao Zhang, Shandong University, China; Xuchao Zhang, Guangdong Provincial People&#x2019;s Hospital, China; Ji Zhu, Fudan University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yang Zhao, <email xlink:href="mailto:yzhao@njmu.edu.cn">yzhao@njmu.edu.cn</email>; Dongfang You, <email xlink:href="mailto:youdongfang@njmu.edu.cn">youdongfang@njmu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Cancer Molecular Targets and Therapeutics, a section of the journal Frontiers in Oncology</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>11</volume>
<elocation-id>757456</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zhou, Bai, Yue, Chen, Lange, You and Zhao</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zhou, Bai, Yue, Chen, Lange, You and Zhao</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>This meta-analysis was designed to explore the relationship between the level of serum potassium and the treatment effect of epidermal growth factor receptor (EGFR) antagonist in advanced non-small cell lung cancer (aNSCLC).</p>
</sec>
<sec>
<title>Methods</title>
<p>We searched phase II/III prospective clinical trials on treatment with EGFR antagonists for aNSCLC patients. The objective response rate (ORR) and/or the disease control rate (DCR) and the incidence of hypokalemia of high grade (equal to or greater than grade 3) were summarized from all eligible trials. Heterogeneity, which was evaluated by Cochran&#x2019;s <italic>Q</italic>-test and the <italic>I</italic>
<sup>2</sup> statistics, was used to determine whether a random effects model or a fixed effects model will be used to calculate pooled proportions. Subgroup analysis was performed on different interventions, line types, phases, and drug numbers.</p>
</sec>
<sec>
<title>Results</title>
<p>From 666 potentially relevant articles, 36 clinical trials with a total of 9,761 participants were included in this meta-analysis. The pooled ORR was 16.25% (95%CI = 12.45&#x2013;21.19) when the incidence of hypokalemia was 0%&#x2013;5%, and it increased to 34.58% (95%CI = 24.09&#x2013;45.07) when the incidence of hypokalemia was greater than 5%. The pooled DCR were 56.03% (95%CI = 45.03&#x2013;67.03) and 64.38% (95%CI = 48.60&#x2013;80.17) when the incidence rates of hypokalemia were 0%&#x2013;5% and greater than 5%, respectively. The results of the subgroup analysis were consistent with the results of the whole population, except for not first-line treatment, which may have been confounded by malnutrition or poor quality of life in long-term survival.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The efficacy of anti-EGFR targeted therapy was positively associated with the hypokalemia incidence rate. Treatment effects on the different serum potassium strata need to be considered in future clinical trials with targeted therapy.</p>
</sec>
</abstract>
<kwd-group>
<kwd>hypokalemia</kwd>
<kwd>targeted therapy</kwd>
<kwd>EGFR antagonist</kwd>
<kwd>NSCLC</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="11"/>
<word-count count="3893"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Lung cancer is the most common cause of death from cancer, accounting for 1.80 million deaths in 2020, and its incidence was still increasing (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Based on cell origin, non-small cell lung cancer (NSCLC) is responsible for 80%&#x2013;85% of lung primary malignancies (<xref ref-type="bibr" rid="B3">3</xref>). As a transmembrane glycoprotein, epidermal growth factor receptor (EGFR) was the first growth factor receptor to be proposed as a target for cancer therapy (<xref ref-type="bibr" rid="B4">4</xref>). EGFR is a member of the ErbB family of receptors that, once activated, leads to the excitation of subsequent intracellular signaling pathways; it can regulate cellular proliferation, differentiation, migration, and apoptosis (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). There are two main classes of EGFR antagonists: anti-EGFR monoclonal antibodies (e.g., cetuximab and panitumumab) and small-molecule EGFR tyrosine kinase inhibitors (TKIs) (e.g., erlotinib and gefitinib) (<xref ref-type="bibr" rid="B4">4</xref>). These antagonists exert their activities through binding to the extracellular domain of EGFR, competing for receptor binding by occluding the ligand-binding region, blocking the ligand-induced EGFR tyrosine kinase activation, and inhibiting EGFR autophosphorylation and downstream signaling (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>). EGFR antagonists are beneficial for human epithelial cancers, especially for lung carcinoma.</p>
<p>Potassium is an important element in the human body, amounting to about 50 mEq/kg. Ninety-eight percent of K<sup>+</sup> is found within cells, while only 2% is in the extracellular fluid (<xref ref-type="bibr" rid="B8">8</xref>). There is evidence showing that elevated extracellular potassium characteristic of the extracellular space within tumors reduced the uptake and consumption of local nutrients by antitumor T cells (<xref ref-type="bibr" rid="B9">9</xref>). T cells in the tumor microenvironment are under metabolic constraints that dampen their activity and lead to cancer progression (<xref ref-type="bibr" rid="B10">10</xref>), indicating that high levels of potassium in the tumor microenvironment may suppress T-cell effector function. A cohort study also revealed that the level of fasting serum potassium in healthy men was positively associated with long-term cancer risk (<xref ref-type="bibr" rid="B11">11</xref>). Moreover, previous studies have claimed that hypokalemia is a major adverse event in the treatment of NSCLC that may provoke cardiac arrhythmias and/or respiratory arrest, thus requiring close monitoring and rapid correction (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). In the immune system, the disorder of potassium homeostasis has been indicated as a determinant of immune dysfunction (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Therefore, we hypothesized that there would be an association between the level of serum potassium and the effect of targeted therapy on NSCLC patients. To verify the hypothesis, we conducted a meta-analysis to explore the relation between the efficacy of anti-EGFR therapy on NSCLC and the incidence of hypokalemia.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Search Strategy</title>
<p>A literature search was conducted in electronic datasets from PubMed, Embase, and Cochrane Library in April 2019 using the following various combinations of different keywords: &#x201c;EGFR&#x201d;, &#x201c;epidermal growth factor receptor&#x201d;, &#x201c;monoclonal antibodies&#x201d;, &#x201c;tyrosine kinase inhibitors&#x201d;, &#x201c;cetuximab&#x201d;, &#x201c;gefitinib&#x201d;, &#x201c;erlotinib&#x201d;, &#x201c;icotinib&#x201d;, &#x201c;dacomitinib&#x201d;, &#x201c;afatinib&#x201d;, &#x201c;osimertinib&#x201d;, &#x201c;necitumumab&#x201d;, &#x201c;panitumumab&#x201d;, &#x201c;non-small cell lung cancer&#x201d; &#x201c;NSCLC&#x201d;, and &#x201c;hypokalemia&#x201d;. The search was restricted to clinical trials published in English. The relevant reviews and meta-analyses were also examined for inclusive trials.</p>
</sec>
<sec id="s2_2">
<title>Selection Criteria</title>
<p>Inclusion of relevant studies was based on the following criteria: 1) patients were pathologically confirmed to have stage III or IV NSCLC; 2) research studies were phase II/III prospective clinical trials; 3) all patients were administered anti-EGFR therapy alone or combined with other therapy; and 4) studies that reported the objective response rate (ORR) and/or disease control rate (DCR) and the exact number of patients with occurrences of hypokalemia of high grade (equal to or greater than grade 3).</p>
</sec>
<sec id="s2_3">
<title>Data Extraction and Study Quality Assessment</title>
<p>Two reviewers independently reviewed the studies and reached consensus on all items. The following pieces of information were abstracted from the included studies: first author, publication year, country/region, phase of trial, line of treatment, intervention, number of patients, median age, sex ratio, ORR, DCR, and incidences of hypokalemia of grade &#x2265;3. The study quality was independently assessed by the same two reviewers according to the Jadad score, which included randomization, blinding, and withdrawal, ranging from 0 to 5 points (<xref ref-type="bibr" rid="B14">14</xref>). Among all the included trials, the anti-EGFR monoclonal antibody or TKI treatment arms were included; otherwise, chemotherapy arms were collected for supplementary analysis. Placebo arms were excluded.</p>
</sec>
<sec id="s2_4">
<title>Statistical Analysis</title>
<p>The ORR, DCR, and the incidence of hypokalemia of high grade (grade 3 or higher) were summarized from the data of all eligible trials. We calculated the proportions and 95% confidence intervals (CIs) of the ORR and DCR for each eligible trial. Heterogeneity among studies was evaluated using the Cochran&#x2019;s <italic>Q</italic>-test and the <italic>I</italic>
<sup>2</sup> statistics (<xref ref-type="bibr" rid="B15">15</xref>). The pooled proportions were calculated using a random effects model when the <italic>p</italic>-value &lt;0.10 for the <italic>Q</italic>-test or the <italic>I</italic>
<sup>2</sup> &gt;50%. Otherwise, a fixed effects model was chosen. All <italic>p</italic>-values were two-tailed, and statistical significance was considered at <italic>p</italic> &lt; 0.05. To determine whether the intervention type, line of treatment, trial phase, and drug numbers could represent potential sources of heterogeneity, subgroup analysis was performed. A sensitivity analysis was conducted with the pooled ORR/DCR re-calculated after excluding each trial at a time individually. All data analyses and the generation of forest plots were performed using R software (version 3.6.2).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>Of the 666 potentially relevant articles with anti-EGFR therapy screened, 36 clinical trials were finally included in this meta-analysis (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Of these 36 studies, 15 were single-armed trials and 21 were randomized controlled trials. Eighteen studies used anti-EGFR treatment as first-line therapy and 18 did not. Treatment with anti-EGFR TKIs was evaluated in 26 studies, while 10 were studies on treatment with monoclonal antibodies. Twenty-five were phase II and 11 were phase III trials. A total of 9,761 patients were available for analysis. The characteristics of these trials are listed in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. The relationship between hypokalemia incidence and ORR/DCR is scattered and fitted in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>. A positive association could be observed in both scatter plots, except for an outlier in the lower right corner of the ORR plot. Except for the outlier, the highest hypokalemia incidence rate was 11.76%, with ORR of 82.35% and DCR of 94.12%. The lowest hypokalemia incidence rate was 0.00% in nine arms, with ORR ranging from 2.86% to 55.97% and DCR from 18.18% to 87.42%.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Outline of the literature search process.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-757456-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characteristics of the studies included in the meta-analysis.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">First author</th>
<th valign="top" align="center">Year</th>
<th valign="top" align="center">Country/region</th>
<th valign="top" align="center">Trial design</th>
<th valign="top" align="center">Trial phase</th>
<th valign="top" align="center">Treatment line</th>
<th valign="top" align="center">Participants, <italic>n</italic>
</th>
<th valign="top" align="center">Sex (male/female)</th>
<th valign="top" align="center">Age (years), median</th>
<th valign="top" align="center">Intervention</th>
<th valign="top" align="center">Intervention type</th>
<th valign="top" align="center">Efficacy</th>
<th valign="top" align="center">Jadad score</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Niho et al. (<xref ref-type="bibr" rid="B16">16</xref>)</td>
<td valign="top" align="center">2006</td>
<td valign="top" align="left">Japan</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">24/16</td>
<td valign="top" align="center">61</td>
<td valign="top" align="left">Gefitinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Jackman et al. (<xref ref-type="bibr" rid="B17">17</xref>)</td>
<td valign="top" align="center">2007</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">80</td>
<td valign="top" align="center">40/40</td>
<td valign="top" align="center">75</td>
<td valign="top" align="left">Erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Belani et al. (<xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="top" align="center">2008</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">80</td>
<td valign="top" align="center">42/38</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">Cetuximab+docetaxel+carboplatin</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Crino et al. (<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" rowspan="2" align="center">2008</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">97</td>
<td valign="top" align="center">75/22</td>
<td valign="top" align="center">74</td>
<td valign="top" align="left">Gefitinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">99</td>
<td valign="top" align="center">73/26</td>
<td valign="top" align="center">74</td>
<td valign="top" align="left">Vinorelbine</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Lynch et al. (<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" rowspan="2" align="center">2009</td>
<td valign="top" rowspan="2" align="left">USA, Canada</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">11/14</td>
<td valign="top" align="center">62</td>
<td valign="top" align="left">Erlotinib+Bortezomib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">13/12</td>
<td valign="top" align="center">64</td>
<td valign="top" align="left">Erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Pirker et al. (<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" rowspan="2" align="center">2009</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">III</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">557</td>
<td valign="top" align="center">385/172</td>
<td valign="top" align="center">59</td>
<td valign="top" align="left">Chemotherapy+cetuximab</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">568</td>
<td valign="top" align="center">405/163</td>
<td valign="top" align="center">60</td>
<td valign="top" align="left">Chemotherapy</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Govindan et&#xa0;al. (<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="top" rowspan="2" align="center">2011</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">53</td>
<td valign="top" align="center">24/19</td>
<td valign="top" align="center">66</td>
<td valign="top" align="left">Carboplatin+pemetrexed+cetuximab</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">48</td>
<td valign="top" align="center">27/21</td>
<td valign="top" align="center">65</td>
<td valign="top" align="left">Carboplatin+pemetrexed</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Ahn et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" rowspan="2" align="center">2012</td>
<td valign="top" rowspan="2" align="left">East Asia</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">39</td>
<td valign="top" align="center">9/30</td>
<td valign="top" align="center">56</td>
<td valign="top" align="left">PC+gefitinib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">31</td>
<td valign="top" align="center">6/25</td>
<td valign="top" align="center">57</td>
<td valign="top" align="left">PC+pemetrexed</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Blumenschein et al. (<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">18/12</td>
<td valign="top" align="center">64</td>
<td valign="top" align="left">sunitinib+erlotinib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Miller et al. (<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" rowspan="2" align="center">2012</td>
<td valign="top" rowspan="2" align="left">15 countries</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">IIB/III</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">390</td>
<td valign="top" align="center">159/231</td>
<td valign="top" align="center">58</td>
<td valign="top" align="left">Afatinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">195</td>
<td valign="top" align="center">78/117</td>
<td valign="top" align="center">59</td>
<td valign="top" align="left">placebo</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Scagliotti et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" rowspan="2" align="center">2012</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">III</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">480</td>
<td valign="top" align="center">297/183</td>
<td valign="top" align="center">61</td>
<td valign="top" align="left">sunitinib+erlotinib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">480</td>
<td valign="top" align="center">284/196</td>
<td valign="top" align="center">61</td>
<td valign="top" align="left">placebo+erlotinib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Belani et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" rowspan="2" align="center">2013</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">9/12</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">PF-3512676+erlotinib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">13/9</td>
<td valign="top" align="center">64</td>
<td valign="top" align="left">erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Kim et al. (<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">102</td>
<td valign="top" align="center">52/50</td>
<td valign="top" align="center">64</td>
<td valign="top" align="left">Cetuximab+caboplatin+paclitoxel+ bevacizumab</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="4" align="left">Kim et al. (<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" rowspan="4" align="center">2013</td>
<td valign="top" rowspan="4" align="left">Canada, USA</td>
<td valign="top" rowspan="4" align="left">RCT</td>
<td valign="top" rowspan="4" align="left">III</td>
<td valign="top" rowspan="2" align="left">NFL</td>
<td valign="top" align="center">301</td>
<td valign="top" align="center">173/128</td>
<td valign="top" align="center">64</td>
<td valign="top" align="left">Premetrexed+cetuximab</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="center">304</td>
<td valign="top" align="center">188/116</td>
<td valign="top" align="center">65</td>
<td valign="top" align="left">Premetrexed</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">NFL</td>
<td valign="top" align="center">167</td>
<td valign="top" align="center">92/75</td>
<td valign="top" align="center">65</td>
<td valign="top" align="left">Docetaxel+cetuximab</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="center">166</td>
<td valign="top" align="center">93/73</td>
<td valign="top" align="center">65</td>
<td valign="top" align="left">Docetaxel</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Ellis et al. (<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" rowspan="2" align="center">2014</td>
<td valign="top" rowspan="2" align="left">12 countries</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">III</td>
<td valign="top" rowspan="2" align="left">NFL</td>
<td valign="top" align="center">480</td>
<td valign="top" align="center">244/236</td>
<td valign="top" align="center">63.5</td>
<td valign="top" align="left">Dacomitinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="center">240</td>
<td valign="top" align="center">120/120</td>
<td valign="top" align="center">65.5</td>
<td valign="top" align="left">Placebo</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Janne et al. (<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="left">China (Hong Kong), Japan, South Korea, China (Taiwan), USA</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">89</td>
<td valign="top" align="center">29/60</td>
<td valign="top" align="center">62</td>
<td valign="top" align="left">Dacomitinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Wu (<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="top" rowspan="2" align="center">2014</td>
<td valign="top" rowspan="2" align="left">China, Thailand, South Korea</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">III</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">242</td>
<td valign="top" align="center">87/155</td>
<td valign="top" align="center">58</td>
<td valign="top" align="left">Afatinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">122</td>
<td valign="top" align="center">39/83</td>
<td valign="top" align="center">58</td>
<td valign="top" align="left">Gemcitabine+cisplatin</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Han et al. (<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">21/16</td>
<td valign="top" align="center">56</td>
<td valign="top" align="left">Gefitinib+vorinostat</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Heigener et al. (<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="top" rowspan="2" align="center">2015</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">SAT</td>
<td valign="top" rowspan="2" align="left">IIIB</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">157</td>
<td valign="top" align="center">116/41</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Chemotherapy+cetuximab every 2 weeks</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">154</td>
<td valign="top" align="center">106/48</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Chemotherapy +cetuximab weekly</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left"/>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Lara et al. (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" rowspan="2" align="center">2015</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">SAT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">14/31</td>
<td valign="top" align="center">64</td>
<td valign="top" align="left">Erlotinib+MK-2206</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">15/20</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">Erlotinib+MK-2206</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="6" align="left">Lee et al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" rowspan="6" align="center">2015</td>
<td valign="top" rowspan="3" align="left">East Asia</td>
<td valign="top" rowspan="3" align="left">RCT</td>
<td valign="top" rowspan="3" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">41</td>
<td valign="top" align="center">8/33</td>
<td valign="top" align="center">57</td>
<td valign="top" align="left">Pemetrexed+ erlotinib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">14/35</td>
<td valign="top" align="center">56.2</td>
<td valign="top" align="left">Erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">43</td>
<td valign="top" align="center">15/28</td>
<td valign="top" align="center">54.8</td>
<td valign="top" align="left">Pemetrexed</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">Non-East Asia</td>
<td valign="top" rowspan="3" align="left">RCT</td>
<td valign="top" rowspan="3" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">12/25</td>
<td valign="top" align="center">55</td>
<td valign="top" align="left">Pemetrexed+erlotinib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">14/19</td>
<td valign="top" align="center">50.5</td>
<td valign="top" align="left">Erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">37</td>
<td valign="top" align="center">20/17</td>
<td valign="top" align="center">57.6</td>
<td valign="top" align="left">Pemetrexed</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Liu et al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">I/II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">13/4</td>
<td valign="top" align="center">58</td>
<td valign="top" align="left">Cetuximab+inductive chemotherapy+chemoradiotherapy</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Wu et al. (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" rowspan="2" align="center">2015</td>
<td valign="top" rowspan="2" align="left">China, Malaysia, Philippines</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">III</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">110</td>
<td valign="top" align="center">42/68</td>
<td valign="top" align="center">57.5</td>
<td valign="top" align="left">Erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">107</td>
<td valign="top" align="center">42/65</td>
<td valign="top" align="center">56</td>
<td valign="top" align="left">Gemcitabine+cisplatin</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Lee et al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" rowspan="2" align="center">2016</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">11/14</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">Afatinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">28</td>
<td valign="top" align="center">10/18</td>
<td valign="top" align="center">59</td>
<td valign="top" align="left">Erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Park et al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" rowspan="2" align="center">2016</td>
<td valign="top" rowspan="2" align="left">13 countries</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">IIB</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">160</td>
<td valign="top" align="center">69/91</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">Afatinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">159</td>
<td valign="top" align="center">53/106</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">Gefitinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Han et al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="left">South  Korea</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">39</td>
<td valign="top" align="center">10/29</td>
<td valign="top" align="center">62</td>
<td valign="top" align="left">Poziotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Spigel et al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">66</td>
<td valign="top" align="center">27/39</td>
<td valign="top" align="center">65</td>
<td valign="top" align="left">Panitumumab+pemetrexed+carboplatin</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Spigel et al. (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">8/16</td>
<td valign="top" align="center">67</td>
<td valign="top" align="left">Erlotinib+sorafenib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">28</td>
<td valign="top" align="center">10/18</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">Sorafenib</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Thomas et al. (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" rowspan="2" align="center">2017</td>
<td valign="top" rowspan="2" align="left">Germany, USA</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">59</td>
<td valign="top" align="center">44/15</td>
<td valign="top" align="center">58</td>
<td valign="top" align="left">BTH1677+cetuximab+carboplatin+paclitaxel</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">17/12</td>
<td valign="top" align="center">65</td>
<td valign="top" align="left">Cetuximab+carboplatin+paclitaxel</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Wakelee et al. (<xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" rowspan="2" align="center">2017</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">6/7</td>
<td valign="top" align="center">64.8</td>
<td valign="top" align="left">Cabozantinib+erlotinib</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">15</td>
<td valign="top" align="center">3/12</td>
<td valign="top" align="center">54.7</td>
<td valign="top" align="left">Cabozantinib</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Wu et al. (<xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="left">China, China (Hong Kong), Japan, South Korea, Poland, Italy, Spain</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">227</td>
<td valign="top" align="center">81/146</td>
<td valign="top" align="center">62</td>
<td valign="top" align="left">Dacomitinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">225</td>
<td valign="top" align="center">100/125</td>
<td valign="top" align="center">61</td>
<td valign="top" align="left">Gefitinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Hata et al. (<xref ref-type="bibr" rid="B47">47</xref>)</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">11/21</td>
<td valign="top" align="center">66</td>
<td valign="top" align="left">Afatinib+bevacizumab</td>
<td valign="top" align="left">TKI+other</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Herbst et al. (<xref ref-type="bibr" rid="B48">48</xref>)</td>
<td valign="top" rowspan="2" align="center">2018</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">III</td>
<td valign="top" align="left">FL</td>
<td valign="top" align="center">656</td>
<td valign="top" align="center">385/271</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">Chemotherapy+cetuximab</td>
<td valign="top" align="left">MA+other</td>
<td valign="top" align="left">ORR</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">657</td>
<td valign="top" align="center">359/298</td>
<td valign="top" align="center">63</td>
<td valign="top" align="left">Chemotherapy</td>
<td valign="top" align="left">other</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Lu et al. (<xref ref-type="bibr" rid="B49">49</xref>)</td>
<td valign="top" rowspan="2" align="center">2018</td>
<td valign="top" rowspan="2" align="left">&#x2013;</td>
<td valign="top" rowspan="2" align="left">RCT</td>
<td valign="top" rowspan="2" align="left">III</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">398</td>
<td valign="top" align="center">335/63</td>
<td valign="top" align="center">65</td>
<td valign="top" align="left">Afatinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">397</td>
<td valign="top" align="center">331/66</td>
<td valign="top" align="center">64</td>
<td valign="top" align="left">Erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Oda et al. (<xref ref-type="bibr" rid="B50">50</xref>)</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">3/9</td>
<td valign="top" align="center">67.5</td>
<td valign="top" align="left">Afatinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Reckamp et&#xa0;al. (<xref ref-type="bibr" rid="B51">51</xref>)</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">SAT</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left">NFL</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">14/23</td>
<td valign="top" align="center">64.6</td>
<td valign="top" align="left">Cabozantinib+erlotinib</td>
<td valign="top" align="left">TKI</td>
<td valign="top" align="left">ORR, DCR</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>RCT, randomized controlled trial; SAT, single-arm trial; FL, first line; NFL, not first line; MA, monoclonal antibodies; TKI, tyrosine kinase inhibitor; ORR, objective response rate; DCR, disease control rate.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Scatter plot and fitted line for the incidence of hypokalemia and objective response rate (ORR)/disease control rate (DCR).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-757456-g002.tif"/>
</fig>
<p>We observed that the pooled ORR was positively associated with the incidence of hypokalemia. The pooled ORR was 16.25% (95%CI = 12.45&#x2013;21.19) when the incidence of hypokalemia was 0%&#x2013;5%, while it increased to 34.58% (95%CI = 24.09&#x2013;45.07) when the incidence of hypokalemia was greater than 5% (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). In the subgroup analysis on intervention type, the association was consistent. For TKI therapy, the pooled ORRs were 18.10% (95%CI = 13.73&#x2013;23.86%) and 25.24% (95%CI = 10.29&#x2013;40.19) when the hypokalemia incidence rates were &#x2264;5% and &gt;5%, respectively. Similar better ORRs with higher hypokalemia incidence rates could be observed in the monoclonal antibody treatment arms. As for the line of treatment, the pooled ORRs related to first-line treatment were 36.19% (95%CI = 19.59&#x2013;52.80) and 53.01% (95%CI = 44.43&#x2013;61.59) when the hypokalemia incidence rates were 0%&#x2013;5% and &gt;5%, respectively. However, for the other treatment types that were not first line, the ORRs were 11.58% (95%CI = 7.58&#x2013;17.70) and 9.40% (95%CI = 7.31&#x2013;11.49) when the hypokalemia incidence rates were 0%&#x2013;5% and &gt;5%, respectively. For the subgroup analysis on the different phases and drug numbers, the results were consistent with those of the whole population (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Forest plot for the meta-analysis of the ORR of anti-epidermal growth factor receptor (EGFR) targeted therapy for different incidence rates of grade 3&#x2013;5 hypokalemia. <italic>ORR</italic>, objective response rate; <italic>TKI</italic>, tyrosine kinase inhibitor.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-757456-g003.tif"/>
</fig>
<p>The pooled DCRs associated with EGFR antagonist were 56.03% (95%CI = 45.03&#x2013;67.03) when the incidence of hypokalemia was 0%&#x2013;5% and 64.38% (95%CI = 48.60&#x2013;80.17) when the incidence of hypokalemia was &gt;5% (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). In the subgroup analysis on the different intervention types, first-line treatment, different phases, and different drug numbers, the results were consistent with those observed in the whole population. However, similar to the ORR for the not first-line treatment, a higher DCR was observed with a lower hypokalemia incidence rate (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Forest plot for the meta-analysis of the DCR of anti-epidermal growth factor receptor (EGFR) targeted therapy for different incidence rates of grade 3&#x2013;5 hypokalemia. <italic>DCR</italic>, disease control rate; <italic>TKI</italic>, tyrosine kinase inhibitor.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-757456-g004.tif"/>
</fig>
<p>Sensitivity analysis showed non-obvious pooled ORR/DCR changes observed when excluding each trial at a time (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables S1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S2</bold>
</xref>).</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>To the best of our knowledge, this is the first meta-analysis suggesting an association of an elevated incidence of hypokalemia with an increase in anti-EGFR treatment efficacy. The pooled ORRs were 16.25% and 34.58% and the pooled DCRs were 56.03% and 64.38% when the hypokalemia incidence rate ranges from &#x2264;5% to &gt;5%. These results indicated that the response to cancer therapy was associated with the serum potassium level.</p>
<p>In the carcinoma microenvironment, the concentrations of ions would be affected by high local levels of cellular apoptosis and necrosis. Potassium, as the most abundant intracellular ion, was significantly elevated 5&#x2013;10 times in the tumor interstitial fluid compared with that in normal serum and benign tissue (<xref ref-type="bibr" rid="B52">52</xref>). Similarly, specific experimental apoptosis or necrosis was observed with the release of potassium into the extracellular microenvironment (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). The elevated K<sup>+</sup> acutely inhibited the T-cell receptor-induced production of effector cytokines, which resulted in subsequent immunosuppression (<xref ref-type="bibr" rid="B52">52</xref>). The elevated serum potassium limited the activity of antitumor T cells with metabolic constraints, eventually contributing to cancer progression (<xref ref-type="bibr" rid="B10">10</xref>). From this point of view, the hypokalemic microenvironment may strengthen the function of the immune system against tumor cells. The results were contradictory to the ORR and DCR (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables S3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S4</bold>
</xref>) when considering the association between the effect of chemotherapy and the incidence of hypokalemia in our meta-analysis. Although a higher hypokalemia incidence was associated with a higher DCR, we observed inconsistent results for ORR. Thus, the association between cancer therapy and serum potassium level may be limited to targeted therapy. However, the exact mechanism between targeted therapy and hypokalemia is still unknown, and some researchers conjecture that this phenomenon may be due to the direct nephrotoxicity of targeted therapy (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>).</p>
<p>Overall, a higher incidence of hypokalemia was associated with better ORR and DCR. However, we observed an inverse association for the not first-line studies. In antitumor clinical trials, the possible causes of hypokalemia included drug nephrotoxicity and poor quality of life induced by the side effects of drugs, such as diarrhea, anorexia, and vomiting. A low serum potassium level enhanced the function of the immune system, making targeted therapies more effective. On the other hand, the better treatment effect of an anti-EGFR regimen with higher ORR and DCR may indicate longer survival of carcinoma patients, but possibly with worse quality of life. It is possible that the positive effect of hypokalemia on cancer treatment may be confounded by malnutrition with high loss and/or low potassium intake. From this viewpoint, the benefit from hypokalemia was offset by patients&#x2019; poor living conditions. To further explore our hypothesis on quality of life, the toxicity data and adverse event records of the 36 studies were collected. A higher incidence (6.7%) of diarrhea (grade &#x2265;3) could be observed in the EGFR antagonist arm compared with that (1.3%) in other treatment arms (including chemotherapy, placebo, etc., data not shown). In the EGFR antagonist arm, there was a difference between the line of treatment and the incidence of diarrhea (grade &#x2265;3), 3.94% and 9.17% for first line and not first line, respectively. Thus, it is possible that the change of serum potassium caused by diarrhea confounded the relationship between serum potassium level and treatment efficacy in the not first-line intervention. As for anorexia/decreased appetite (grade &#x2265;3), weight loss/decreased weight (grade &#x2265;3), and nausea/vomiting (grade &#x2265;3), there were no obvious differences between the anti-EGFR arm and other treatment arms (data not shown). Also, in the EGFR antagonist arm, there was little difference between the different lines of treatment. Future mechanism research works and clinical trials are warranted to explore the effects of targeted therapy on serum potassium.</p>
<p>Previous studies have supported the association between lower serum potassium concentration and better outcomes in carcinoma, and more hypokalemia could be observed in targeted therapy. A Swedish perspective prostate cancer study, conducted with 11,492 participants, claimed that a weak positive association was observed between higher pre-diagnostic serum potassium (&gt;5 mEq/L) and overall death (<xref ref-type="bibr" rid="B56">56</xref>). The Food and Drug Administration (FDA) review of panitumumab (Vectibix) for first-line use in metastatic colorectal cancer found that all grades of hypokalemia were observed with a 34% incidence rate and grades 3&#x2013;5 with approximately 10% incidence rate. However, the incidence rates of hypokalemia in the non-panitumumab group were 14% and 4% for all grades and grades 3&#x2013;5, respectively (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B57">57</xref>). In a meta-analysis with a total of 2,254 participants, a higher incidence of grade 3 and 4 hypokalemia was positively associated with cetuximab-based therapy for advanced cancer (<xref ref-type="bibr" rid="B55">55</xref>). Similarly, when compared with non-cetuximab therapy, a higher risk of grade 3 and 4 hypokalemia with an odds ratio of 1.81 (95%CI = 1.12&#x2013;2.93) was observed in the cetuximab arm (<xref ref-type="bibr" rid="B55">55</xref>). These studies, combined with our analysis, support a low serum potassium level as possibly beneficial for cancer patients in targeted therapy. Future studies are warranted to focus on how to maintain lower serum potassium levels to achieve better clinical outcomes.</p>
<p>However, hypokalemia, as an adverse event in cancer therapy, should be given sufficient attention for safety. Fluid and electrolyte imbalances were thought to be associated with increased mortality among hospitalized critically ill patients (<xref ref-type="bibr" rid="B56">56</xref>). In hospitalized cancer patients, hypokalemia is a common and important phenomenon, which may cause serious consequences such as cardiac arrhythmias and/or respiratory arrest. For outpatients, whose serum potassium levels were monitored even less closely than those of hospitalized ones, hypokalemia is also a dangerous adverse event (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B55">55</xref>). Thus, monitoring of the serum potassium level in targeted therapy, even in cancer therapy, should be emphasized in this setting (<xref ref-type="bibr" rid="B13">13</xref>). Timely correction of modifiable clinical factors and management of electrolytes should not be ignored during the overall regimen period (<xref ref-type="bibr" rid="B58">58</xref>). The management of hypokalemia is based on strategies minimizing persistent losses and replacing serum potassium (<xref ref-type="bibr" rid="B54">54</xref>). Some research studies have revealed that the cause of hypokalemia is the compensation of serum magnesium deficiency (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B59">59</xref>). Brief clinical check of blood magnesium ion concentrations is always warranted (<xref ref-type="bibr" rid="B60">60</xref>). Potassium replacement of a large amount should be gradually carried out, avoiding rebound hyperkalemia, until the clinical status of the cancer patient remains stable (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B60">60</xref>). Thus, it is worth exploring how to keep a trade-off serum potassium level for both treatment effect and safety consideration to optimize prognosis.</p>
<p>Some limitations of our research are worth considering. Firstly, as a meta-analysis, the results were affected by the quality of each clinical trial. These included trials had different populations, follow-up durations, with or without chemotherapies, and different EGFR antagonists. The usage frequency of targeted therapy also varied among the trials, and some drugs were even only involved in a single clinical trial, e.g., &#x201c;poziotinib&#x201d;. Thus, detailed subgroup analysis for each anti-EGFR therapy was not possible. Moreover, only ORR and DCR were considered as the efficacy outcomes with different hypokalemia incidence levels, while time-to-event outcomes, such as overall survival and progression-free survival, are more important efficacy indexes in cancer therapy. Finally, it is impossible to obtain individual data for more detailed analysis to control for potential confounders.</p>
<p>In conclusion, our analysis has shown that the efficacy of anti-EGFR targeted therapy was associated with the incidence rate of hypokalemia. Compared with a hypokalemia incidence of 0%&#x2013;5%, higher ORR and DCR could be observed with a hypokalemia incidence rate greater than 5%. Close monitoring and timely management of electrolytes should be emphasized in a carcinoma regimen, especially in targeted treatment. Different treatment effects should be considered for different serum potassium strata in future clinical trials with anti-EGFR therapy.</p>
</sec>
<sec id="s5" 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="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author Contributions</title>
<p>YZ, DY, TL, and JB were responsible for concept and design. JZ, YY, and XC acquired, analyzed, interpreted the data. JZ, YY, XC, and DY drafted the manuscript. YZ, JB, and DY critically revised the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s8" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fonc.2021.757456/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2021.757456/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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