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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2023.1209947</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Tumor-associated macrophages mediate resistance of EGFR-TKIs in non-small cell lung cancer: mechanisms and prospects</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cheng</surname>
<given-names>Daoan</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2289522"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ge</surname>
<given-names>Kele</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yao</surname>
<given-names>Xue</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2259399"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Banglu</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Rui</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1332491"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Weiqing</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fang</surname>
<given-names>Cheng</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ji</surname>
<given-names>Mei</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Departments of Oncology, the Third Affiliated Hospital of Soochow University</institution>, <addr-line>Changzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Yusuke Okuma, National Cancer Center Hospital, Japan</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Luisa Maren Solis Soto, University of Texas MD Anderson Cancer Center, United States; Jean-Ren&#xe9; Pallandre, INSERM U1098 Interactions H&#xf4;te-Greffon-Tumeur &amp; Ing&#xe9;nierie Cellulaire et G&#xe9;nique, France</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Cheng Fang, <email xlink:href="mailto:fangcheng@suda.edu.cn">fangcheng@suda.edu.cn</email>; Mei Ji, <email xlink:href="mailto:jimei_685@163.com">jimei_685@163.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1209947</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Cheng, Ge, Yao, Wang, Chen, Zhao, Fang and Ji</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Cheng, Ge, Yao, Wang, Chen, Zhao, Fang and Ji</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) are the first-line standard treatment for advanced non-small cell lung cancer (NSCLC) with EGFR mutation. However, resistance to EGFR-TKIs is inevitable. Currently, most studies on the mechanism of EGFR-TKIs resistance mainly focus on the spontaneous resistance phenotype of NSCLC cells. Studies have shown that the tumor microenvironment (TME) also mediates EGFR-TKIs resistance in NSCLC. Tumor-associated macrophages (TAMs), one of the central immune cells in the TME of NSCLC, play an essential role in mediating EGFR-TKIs resistance. This study aims to comprehensively review the current mechanisms underlying TAM-mediated resistance to EGFR-TKIs and discuss the potential efficacy of combining EGFR-TKIs with targeted TAMs therapy. Combining EGFR-TKIs with TAMs targeting may improve the prognosis of NSCLC with EGFR mutation to some extent.</p>
</abstract>
<kwd-group>
<kwd>NSCLC</kwd>
<kwd>EGFR-TKIs</kwd>
<kwd>resistance</kwd>
<kwd>tumor-associated macrophages</kwd>
<kwd>exosome</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="140"/>
<page-count count="12"/>
<word-count count="4803"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Immunity and Immunotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<sec id="s1_1">
<label>1.1</label>
<title>Background</title>
<p>The epidermal growth factor receptor (EGFR) is one of the most frequently mutated driver oncogenes in non-small cell lung cancer (NSCLC), and EGFR mutation is found in approximately 50% of the Southeast Asian lung adenocarcinoma population (<xref ref-type="bibr" rid="B1">1</xref>). EGFR-tyrosine kinase inhibitors (EGFR-TKIs) such as first-generation EGFR-TKIs gefitinib or erlotinib have shown potent antitumor effects in advanced NSCLC patients with EGFR mutation (<xref ref-type="bibr" rid="B2">2</xref>). Osimertinib, a third-generation EGFR-TKI, has been approved as first-line therapy for advanced NSCLC patients with EGFR mutation due to its lower toxicity and stronger antitumor effects (<xref ref-type="bibr" rid="B3">3</xref>). However, resistance to EGFR-TKIs is inevitable, and disease progression occurs in most patients. The mechanisms of resistance to EGFR-TKIs are a current research focus in NSCLC. Several resistance mechanisms have been elucidated, including secondary mutations of EGFR, activation of bypass pathways, and histological transformation (<xref ref-type="bibr" rid="B4">4</xref>). The development of fourth-generation EGFR-TKIs targeting the EGFR C797S mutation is underway (<xref ref-type="bibr" rid="B5">5</xref>). In recent years, the resistance of EGFR-TKIs mediated by tumor-associated macrophages (TAMs) has received broad attention (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Previous studies have demonstrated that high infiltration of TAMs is significantly associated with an unfavorable prognosis in NSCLC patients treated with EGFR-TKIs (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Mechanisms of TAMs mediated resistance to EGFR-TKIs.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Mechanisms</th>
<th valign="top" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="2" align="left">Activating bypass pathways</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;AKT/mTOR pathway</td>
<td valign="top" align="center">34</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;AKT, ERK1/2 and STAT3 pathways</td>
<td valign="top" align="center">17, 59</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;LncRNA-MSTRG.292666.16/miR-6836-5p/MAPK8IP3 pathway</td>
<td valign="top" align="center">35</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;NF-&#x3ba;B/RELB pathway</td>
<td valign="top" align="center">36</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Suppressing T cells</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;NOS and PD-L1 pathways</td>
<td valign="top" align="center">91</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">M2-like polarization</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Lipid metabolism pathways</td>
<td valign="top" align="center">103</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;STAT3/IL-4 pathway</td>
<td valign="top" align="center">107</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;LncRNA SOX2-OT/miR-627-3p/Smads pathway</td>
<td valign="top" align="center">114</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left">Modulating tumor cell phenotypes</th>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Stabilizing tumor cell phenotype</td>
<td valign="top" align="center">115</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Promoting the EMT</td>
<td valign="top" align="center">129, 130</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>TAM, tumor-associated macrophage; mTOR, mammalian target of rapamycin; RELB, v-rel reticuloendotheliosis viral oncogene homolog B; NOS: nitric oxide synthase; PD-L1, programmed cell death 1 ligand 1; LncRNA SOX2-OT, long non-coding RNA SOX2 overlapping transcript; EMT, epithelial-mesenchymal transition.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s1_2">
<label>1.2</label>
<title>TAMs in NSCLC</title>
<p>The origin of TAMs in NSCLC is multifaceted, involving both tissue-resident macrophages (TRMs) and monocyte-derived macrophages (MDMs) (<xref ref-type="bibr" rid="B10">10</xref>). And TRMs can be classified into lung alveolar macrophages (LAMs) and interstitial macrophages (IMs) based on their anatomical locations. TRMs are present during embryonic development and can self-renew locally, independent of the hematopoietic system (<xref ref-type="bibr" rid="B11">11</xref>). They are crucial in coordinating tissue remodeling and maintaining tissue integrity (<xref ref-type="bibr" rid="B11">11</xref>). MDMs originate from the hematopoietic system, and many can be observed in inflammatory lesions (<xref ref-type="bibr" rid="B12">12</xref>). TAMs from different sources can promote the progression of NSCLC (<xref ref-type="bibr" rid="B13">13</xref>). TRMs mainly contribute to tumor generation, while MDMs primarily participate in tumor metastasis (<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>Macrophages can generally be classified into M1 and M2 types based on their polarization status (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). M1-like macrophages secrete pro-inflammatory factors, such as tumor necrosis factor-&#x3b1; (TNF-&#x3b1;), interleukin-1&#x3b2; (IL-1&#x3b2;), IL-6, IL-12, and IL-23, to participate in antigen presentation and play a role in immune surveillance (<xref ref-type="bibr" rid="B16">16</xref>). And M2-like macrophages secrete inhibitory factors, such as IL-10 and transforming growth factor-&#x3b2; (TGF-&#x3b2;), and have weak antigen-presenting ability (<xref ref-type="bibr" rid="B16">16</xref>). TAMs mainly exhibit the M2-like macrophage phenotype (<xref ref-type="bibr" rid="B17">17</xref>) and are closely associated with resistance to anti-tumor drugs in various solid tumors, including NSCLC (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). Additionally, TAMs exhibit both inter- and intra-tumor heterogeneity. High infiltration of TAMs has been linked to unfavorable prognosis in pancreatic cancer (<xref ref-type="bibr" rid="B21">21</xref>), bladder cancer (<xref ref-type="bibr" rid="B22">22</xref>), and malignant glioma (<xref ref-type="bibr" rid="B23">23</xref>). But in some instances, such as ovarian (<xref ref-type="bibr" rid="B24">24</xref>) and colorectal cancers (<xref ref-type="bibr" rid="B25">25</xref>), it is associated with a more favorable outcome. In the NSCLC investigation, a high TAMs infiltration level within tumor islets was associated with a favorable prognosis. In contrast, a high level of TAMs infiltration within tumor stroma was linked to unfavorable prognosis (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). The heterogeneity of TAMs in NSCLC may be attributed to tumor hypoxia and the spatial distribution of TAMs within the tumor microenvironment (TME) (<xref ref-type="bibr" rid="B28">28</xref>).</p>
</sec>
<sec id="s1_3">
<label>1.3</label>
<title>Effects of EGFR-TKIs on TAMs</title>
<p>Jia et&#xa0;al. (<xref ref-type="bibr" rid="B29">29</xref>) investigated the impact of EGFR-TKIs on the TME in NSCLC from a dynamic perspective. During early-stage treatment, EGFR-TKIs can increase the infiltration of CD8<sup>+</sup>T cells and dendritic cells (DC) in TME while inhibiting the infiltration of Foxp3<sup>+</sup> regulatory T cells (Tregs) and M2-like polarization of TAMs (<xref ref-type="bibr" rid="B29">29</xref>). However, with the continuation of treatment, the immune-activated TME gradually dissipated while the proportion of immunosuppressive cells, myeloid-derived suppressor cells (MDSCs), progressively increased (<xref ref-type="bibr" rid="B29">29</xref>). Notably, there was a significant increase in CD86<sup>+</sup> macrophage expression driven by EGFR during the initial phase of EGFR-TKIs treatment, which exhibited robust antigen presentation capabilities (<xref ref-type="bibr" rid="B29">29</xref>). However, the gradual accumulation of M2-like TAMs, MDSCs, and Tregs during treatment hindered the antitumor immune effects of DC and T cells (<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B31">31</xref>).</p>
</sec>
<sec id="s1_4">
<label>1.4</label>
<title>Aims</title>
<p>This study aims to comprehensively review the current mechanisms underlying TAM-mediated resistance to EGFR-TKIs and discuss the potential efficacy of combining EGFR-TKIs with targeted TAMs therapy (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Combining EGFR-TKIs with TAMs targeting may improve the prognosis of NSCLC with EGFR mutation to some extent.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>TAMs mediated EGFR-TKIs resistance through different mechanisms. TAM, tumor-associated macrophage; mTOR, mammalian target of rapamycin; NOS, nitric oxide synthase; EMT, epithelial-mesenchymal transition; RELB, v-rel reticuloendotheliosis viral oncogene homolog B; PD-L1, programmed cell death one ligand 1.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1209947-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="s2">
<label>2</label>
<title>TAMs mediate EGFR-TKIs resistance by activating bypass pathways</title>
<sec id="s2_1">
<label>2.1</label>
<title>Background</title>
<p>Activation of phosphoinositide 3-kinase (PI3K)/protein kinase B (AKT) and mitogen-activated protein kinase (MAPK) signaling pathways compensates for the inhibition of EGFR signaling by EGFR-TKIs, promoting resistance of EGFR-TKIs (<xref ref-type="bibr" rid="B32">32</xref>). Yuan et&#xa0;al. (<xref ref-type="bibr" rid="B33">33</xref>) showed that TAMs can affect the biological behavior of lung adenocarcinoma cells by activating the PI3K/AKT pathway. This suggests that TAM-mediated EGFR-TKIs resistance may be closely related to the activation of bypass pathways. Furthermore, several studies have demonstrated that TAMs contribute to the resistance of EGFR-TKIs by activating bypass pathways, such as AKT/mammalian target of rapamycin (mTOR) pathway (<xref ref-type="bibr" rid="B34">34</xref>), AKT pathway (<xref ref-type="bibr" rid="B17">17</xref>), extracellular signal-related kinases 1 and 2 (ERK1/2) pathway (<xref ref-type="bibr" rid="B17">17</xref>), signal transducer and activator of transcription 3 (STAT3) pathway (<xref ref-type="bibr" rid="B17">17</xref>), LncRNA-MSTRG.292666.16/miR-6836-5p/MAPK8IP3 pathway (<xref ref-type="bibr" rid="B35">35</xref>) and atypical nuclear factor-&#x3ba;B (NF-&#x3ba;B)/v-rel reticuloendotheliosis viral oncogene homolog B (RELB) pathway (<xref ref-type="bibr" rid="B36">36</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>AKT/mTOR pathway</title>
<p>EGFR-TKIs can increase the content of serum chemokine (C-C motif) ligand 2 (CCL2) (<xref ref-type="bibr" rid="B29">29</xref>), which plays an essential role in the process of EGFR-TKI resistance (<xref ref-type="bibr" rid="B8">8</xref>). CCL2 in the TME can recruit macrophages (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). Xiao et&#xa0;al. (<xref ref-type="bibr" rid="B34">34</xref>) showed that gefitinib resistance cell lines increased the release of CCL2 by decreasing the expression of &#x3b2;-catenin protein. Furthermore, tumor cells recruit more M2-like macrophages by releasing CCL2, and these macrophages promote gefitinib resistance by activating the AKT/mTOR pathway (<xref ref-type="bibr" rid="B34">34</xref>). As a serine/threonine kinase, mTOR has a catalytic domain similar to PI3K and is considered an atypical protein kinase in the PI3K-related kinase family (<xref ref-type="bibr" rid="B40">40</xref>). Through various mechanisms, including activation of growth factor receptor pathway, inhibition of autophagy, and influence on lipid metabolism pathway et&#xa0;al., mTOR could promote tumor development, metastasis, and drug resistance (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). The rapamycin analogs, which inhibit mTOR, have been approved for treating renal cell carcinoma, while several other mTOR inhibitors are currently in development (<xref ref-type="bibr" rid="B40">40</xref>).</p>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Prospects</title>
<p>Preclinical studies (<xref ref-type="bibr" rid="B43">43</xref>&#x2013;<xref ref-type="bibr" rid="B50">50</xref>) have shown that mTOR inhibitors can improve the resistance of NSCLC to EGFR-TKIs. For example, Wang et&#xa0;al. (<xref ref-type="bibr" rid="B51">51</xref>) showed that the combination of ferumoxytol and CpG oligodeoxynucleotide 2395 could effectively suppress EGFR and its downstream AKT/mTOR signaling pathway, thereby enhancing the antitumor activity of macrophages in NSCLC with EGFR mutation. Qu et&#xa0;al. (<xref ref-type="bibr" rid="B52">52</xref>) employed a combination of MEK1/2 inhibitor AZD6244 and PI3K/mTOR inhibitor BEZ235 to improve gefitinib resistance in a xenograft model of NSCLC. However, Moran et&#xa0;al. (<xref ref-type="bibr" rid="B53">53</xref>) showed that afatinib, in combination with mTOR inhibitor sirolimus, did not show the expected anti-tumor effect. The toxicity was not tolerable in NSCLC patients with EGFR-TKIs resistance. The intricate resistance mechanism of EGFR-TKIs may account for the limited antitumor efficacy. This implies the necessity of identifying NSCLC patients who are responsive to mTOR inhibitors. Notably, altering the administration mode of mTOR inhibitors to target the TME in NSCLC might alleviate the adverse effects of combination therapy. In conclusion, further exploration is warranted for the combination of mTOR inhibitors and EGFR-TKIs in EGFR-mutated NSCLC based on available evidence (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>).</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>AKT, ERK1/2 and STAT3 pathways</title>
<p>Exosomes are extracellular vesicles ranging in size from 30 to 150nm, capable of transporting nucleic acids or proteins derived from maternal cells and facilitating intercellular communication (<xref ref-type="bibr" rid="B56">56</xref>). Exosomes play a crucial role in the pathogenesis, progression, and metastasis of tumors (<xref ref-type="bibr" rid="B57">57</xref>). Yuan et&#xa0;al. (<xref ref-type="bibr" rid="B17">17</xref>) investigated the contribution of TAM-derived exosomes to EGFR-TKI resistance and demonstrated that these exosomes could impede the antitumor efficacy of gefitinib. Further protein expression analysis confirmed that TAMs-derived exosomes mediated EGFR-TKIs resistance by activating AKT, ERK1/2, and STAT3 signaling pathways (<xref ref-type="bibr" rid="B17">17</xref>). On the other hand, previous studies have shown that epiregulin (EREG), as a ligand for EGFR, can promote the progression of NSCLC (<xref ref-type="bibr" rid="B58">58</xref>). EREG-enriched macrophages induce gefitinib and erlotinib resistance by inducing AKT phosphorylation in a human epidermal growth factor receptor 2 (HER-2)-dependent manner (<xref ref-type="bibr" rid="B59">59</xref>).</p>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Prospects</title>
<p>The abnormal activation of the AKT pathway is closely related to the resistance of EGFR-TKIs in NSCLC (<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>). Several studies (<xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B67">67</xref>) have shown that inhibition of the AKT pathway can improve the resistance of EGFR-TKIs in NSCLC. For example, Lai et&#xa0;al. (<xref ref-type="bibr" rid="B68">68</xref>) demonstrated that Polyphyllin I can reverse osimertinib resistance by regulating the PI3K/AKT pathway in NSCLC. Wang et&#xa0;al. (<xref ref-type="bibr" rid="B69">69</xref>) showed that combination therapy with gefitinib and miR-30a-5p could overcome acquired resistance to EGFR-TKIs by regulating the PI3K/AKT pathway in NSCLC. However, Cl&#xe9;ment-Duch&#xea;ne et&#xa0;al. (<xref ref-type="bibr" rid="B70">70</xref>) showed no improvement in progression-free survival (PFS) and overall survival (OS) for EGFR-mutated NSCLC treated with enzastaurin (an oral AKT inhibitor) combined with erlotinib compared to erlotinib alone in a phase II study. This finding contradicts previous preclinical studies and warrants further investigation to identify the subset of NSCLC patients who may benefit from AKT inhibitors. Additionally, TAM-induced AKT phosphorylation is closely associated with HER-2 (<xref ref-type="bibr" rid="B59">59</xref>), suggesting that the use of HER-2 inhibitors may improve resistance to EGFR-TKIs in NSCLC (<xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>). Consistent with this hypothesis, Peng et&#xa0;al. (<xref ref-type="bibr" rid="B73">73</xref>) have developed a trastuzumab-modified, mannosylated liposome system that effectively targets M2-type TAMs and HER-2 positive NSCLC cells to overcome EGFR-TKIs resistance mediated by the EGFR T790M mutation. Importantly, HER-2 and HER-3 belong to the HER family and have highly similar structures and biological functions (<xref ref-type="bibr" rid="B74">74</xref>). Vicencio et&#xa0;al. (<xref ref-type="bibr" rid="B75">75</xref>) demonstrated that osimertinib combined with HER-3 antibody therapy could enhance the antitumor effect in NSCLC. Therefore, in addition to directly inhibiting the AKT pathway, combining HER2 or HER3 inhibitors may be a therapeutic strategy for improving the efficacy of EGFR-TKIs.</p>
</sec>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>LncRNA-MSTRG.292666.16/miR-6836-5p/MAPK8IP3 pathway</title>
<p>Non-coding RNAs (ncRNAs), including circular RNA (circRNA), long ncRNA (lncRNA), and microRNA (miRNA) et&#xa0;al., play an essential role in the initiation and progression of cancer (<xref ref-type="bibr" rid="B76">76</xref>). Deng et&#xa0;al. (<xref ref-type="bibr" rid="B77">77</xref>) analyzed the serum exosomal-lncRNAs of osimertinib resistant patients and found that the knock of lncRNA MSTRG.292666.16 can improve the osimertinib resistance in NSCLC cells. Furthermore, Wan et&#xa0;al. (<xref ref-type="bibr" rid="B35">35</xref>) showed that TAM-derived exosomes promote osimertinib resistance by activating MSTRG.292666.16/miR-6836-5p/1MAPK8IP3 signaling pathway in NSCLC.</p>
<sec id="s2_4_1">
<label>2.4.1</label>
<title>Prospects</title>
<p>TAM-derived exosomes play a crucial role in mediating resistance to EGFR-TKIs. Unfortunately, there is a lack of effective methods to target these exosomes. Further investigation is warranted to refrain from the biogenesis of TAM-derived exosomes or impede the binding of exosomes to tumor cells.</p>
</sec>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>NF-&#x3ba;B/RELB pathway</title>
<p>In pathological conditions like cancer, myeloid cells may transform myeloid-derived suppressor cells (MDSCs), contributing to tumor metastasis and conferring resistance to anti-cancer drugs (<xref ref-type="bibr" rid="B78">78</xref>). MDSCs play a crucial role in promoting immunosuppression and inducing the generation of regulatory T cells within the TME (<xref ref-type="bibr" rid="B79">79</xref>). Feng et&#xa0;al. (<xref ref-type="bibr" rid="B36">36</xref>) suggested that S100A9<sup>+</sup> MDSC (a subset of monocytic MDSC) derived macrophages induce gefitinib resistance <italic>via</italic> NF-&#x3ba;B/RELB pathway.</p>
<sec id="s2_5_1">
<label>2.5.1</label>
<title>Prospects</title>
<p>The oncogenic role of NF-&#x3ba;B has been reported (<xref ref-type="bibr" rid="B80">80</xref>). Notably, NF-&#x3ba;B can facilitate the epithelial-mesenchymal transition (EMT) of tumor cells, which may constitute one of the potential mechanisms by which TAMs mediate resistance to EGFR-TKIs (<xref ref-type="bibr" rid="B80">80</xref>). Targeting NF-&#x3ba;B has been reported to improve EGFR-TKIs resistance potentially. For example, Yeo et&#xa0;al. (<xref ref-type="bibr" rid="B81">81</xref>) improved acquired resistance to EGFR-TKIs by inhibiting NF-&#x3ba;B and activation-induced cytidine deaminase (AICDA) in NSCLC. Liu et&#xa0;al. (<xref ref-type="bibr" rid="B82">82</xref>) reported that Liver X receptor ligands could induce apoptosis in EGFR-TKIs resistant cells by inhibiting the AKT-NF-&#x3ba;B pathway in NSCLC. On the other hand, RELB can upregulate the expression of programmed cell death one ligand 1 (PD-L1) and facilitate immune evasion in prostate cancer (<xref ref-type="bibr" rid="B83">83</xref>). Previous studies (<xref ref-type="bibr" rid="B84">84</xref>) have shown that PD-L1 expression is also increased in NSCLC patients after developing resistance to EGFR-TKIs, and RELB may up-regulate PD-L1 expression following EGFR-TKIs resistance in NSCLC. Up-regulation of PD-L1 promotes an immunosuppressive TME, which may also be one potential mechanism for EGFR-TKI resistance (<xref ref-type="bibr" rid="B84">84</xref>). Therefore, RELB may be a potential target for improving EGFR-TKIs resistance in NSCLC.</p>
</sec>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>TAMs mediate EGFR-TKIs resistance by suppressing T cells</title>
<sec id="s3_1">
<label>3.1</label>
<title>Background</title>
<p>The EGFR signal can reduce chemokine (C-X-C motif) ligand 10 (CXCL10) and CCL5 by reducing interferon regulatory factor-1 (<xref ref-type="bibr" rid="B85">85</xref>). EGFR-TKIs can induce an interferon response in NSCLC, and the efficacy of EGFR-TKIs is influenced by immune activation (<xref ref-type="bibr" rid="B86">86</xref>). Previous studies (<xref ref-type="bibr" rid="B87">87</xref>&#x2013;<xref ref-type="bibr" rid="B89">89</xref>) have shown that macrophages can promote chemotherapy resistance by inhibiting T-cell-mediated responses. Similarly, TAMs mediate T cell inhibition in the TME (<xref ref-type="bibr" rid="B90">90</xref>), which causes resistance to EGFR-TKIs related to TAMs (<xref ref-type="bibr" rid="B91">91</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>TAMs inhibit T cells by expressing inducible nitric oxide synthase and PD-L1</title>
<p>Stimulator of interferon genes (STING) regulates the human immune system (<xref ref-type="bibr" rid="B92">92</xref>). Lin et&#xa0;al. (<xref ref-type="bibr" rid="B91">91</xref>) demonstrated that the enrichment of TAMs impedes T cell activation in NSCLC patients treated with osimertinib. The immunosuppressive TME attenuates the efficacy of EGFR-TKIs in anti-tumor therapy (<xref ref-type="bibr" rid="B91">91</xref>). Reprogramming macrophages with STING agonist, MSA-2, can restore T cell activation and reverse osimertinib resistance (<xref ref-type="bibr" rid="B91">91</xref>). This implies that the combination of EGFR-TKIs and STING agonists can potentiate the antitumor effects of EGFR-TKIs. In addition, Lin et&#xa0;al. (<xref ref-type="bibr" rid="B91">91</xref>) demonstrated that TAMs may mediate T-cell inhibition by up-regulating the expression of inducible nitric oxide (NO) synthase and PD-L1. Studies have shown that NO can promote cisplatin resistance in NSCLC and inhibit T cell proliferation (<xref ref-type="bibr" rid="B93">93</xref>, <xref ref-type="bibr" rid="B94">94</xref>). Upregulation of PD-L1 expression in TAMs can increase immunosuppression and tumor aggressiveness in NSCLC (<xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B96">96</xref>). These mechanisms provide targets for reactivating T cells in TME. However, Lin et&#xa0;al. (<xref ref-type="bibr" rid="B91">91</xref>) did not rule out the possibility that other cells may also be involved in anti-tumor immunity when stimulated by STING agonists, such as dendritic cells and endothelial cells (<xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B98">98</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Prospects</title>
<p>Further deliberation is warranted on strategies to enhance T cell infiltration in the TME of NSCLC. Immune checkpoint inhibitors (ICIs) can potentially induce M1 polarization of TAMs and reactivate T cells within the TME (<xref ref-type="bibr" rid="B99">99</xref>). Theoretically, the combination therapy of ICIs and EGFR-TKIs may enhance the efficacy of EGFR-TKIs in NSCLC. However, the combination of ICIs and EGFR-TKIs has been found to result in intolerable toxicity during clinical trials (<xref ref-type="bibr" rid="B100">100</xref>). Strategies to enhance T cell infiltration in the TME of NSCLC, such as reprogramming TAMs or reducing their infiltration, should be developed for clinical implementation.</p>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>TAMs mediate EGFR-TKIs resistance through M2-like polarization of macrophage</title>
<sec id="s4_1">
<label>4.1</label>
<title>Lipid metabolism pathways</title>
<p>Lipid metabolism is closely related to TAMs polarization (<xref ref-type="bibr" rid="B101">101</xref>). Chen et&#xa0;al. (<xref ref-type="bibr" rid="B102">102</xref>) showed that overexpression of sterol regulatory element-binding protein 1 (SREBP1) can mediate osimertinib resistance. Furthermore, Liang et&#xa0;al. (<xref ref-type="bibr" rid="B103">103</xref>) analyzed the role of 9 genes related to lipid metabolism in osimertinib resistance. They found that T-cell lymphoma invasion and metastasis 2 (TIAM2) can induce TAMs M2-like polarization mediated osimertinib resistance through PI3K/AKT/mTOR signaling pathway (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Tumor cells promoted M2-like polarization of TAMs. M2-like TAM: M2-like tumor-associated macrophage; mTOR, mammalian target of rapamycin; lncR SOX2-OT, long non-coding RNA SOX2 overlapping transcript; Smads, drosophila mothers against decapentaplegic proteins.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1209947-g002.tif"/>
</fig>
<sec id="s4_1_1">
<label>4.1.1</label>
<title>Prospects</title>
<p>Targeting lipid metabolic pathways to cause repolarization of TAMs is a feasible approach to improve resistance to EGFR-TKIs. Jin et&#xa0;al. (<xref ref-type="bibr" rid="B104">104</xref>) found that simvastatin can mediate TAMs repolarization by targeting cholesterol metabolism. Yin et&#xa0;al. (<xref ref-type="bibr" rid="B105">105</xref>) developed a dual-targeting liposomal system for the codelivery of simvastatin/gefitinib to treat NSCLC with brain metastases. Dual-targeting liposomal system with modification of anti-PD-L1 nanobody and transferrin receptor-binding peptide T12 can enter the blood-brain barrier to reverse EGFR T790M mutation-mediated resistance <italic>via</italic> TAMs repolarization (<xref ref-type="bibr" rid="B105">105</xref>).</p>
</sec>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>STAT3/IL-4 pathway</title>
<p>Chen et&#xa0;al. (<xref ref-type="bibr" rid="B106">106</xref>) found that T790M-cis-L792F mutation is one of the mechanisms of osimertinib resistance. And Sun et&#xa0;al. (<xref ref-type="bibr" rid="B107">107</xref>) found that the expression and secretion of IL-4 increased in T790M-cis-L792F mutant cells, promoting the M2-like polarization of TAMs. Furthermore, Sun et&#xa0;al. (<xref ref-type="bibr" rid="B107">107</xref>) demonstrated that TAMs M2-like polarization is one of the downstream mediators of the STAT3/IL-4 signaling pathway, and blocking STAT3 with SH-4-54 and IL-4 with dupilumab can reverse osimertinib resistance to some extent.</p>
<sec id="s4_2_1">
<label>4.2.1</label>
<title>Prospects</title>
<p>Targeting STAT3 could be a promising strategy for overcoming resistance to EGFR-TKIs (<xref ref-type="bibr" rid="B108">108</xref>). Park et&#xa0;al. (<xref ref-type="bibr" rid="B109">109</xref>) showed that the root extract of Scutellaria baicalensis can induce apoptosis in EGFR-TKIs resistant NSCLC by inhibiting STAT3. Shu et&#xa0;al. (<xref ref-type="bibr" rid="B110">110</xref>) reversed afatinib resistance in NSCLC by knocking down lncRNA BLACAT1 by regulating STAT3 signaling. In addition, it has been previously reported that aberrant activation of STAT3 can promote M2-like polarization of macrophages (<xref ref-type="bibr" rid="B111">111</xref>). Lu et&#xa0;al. (<xref ref-type="bibr" rid="B111">111</xref>) showed that gefitinib combined with STAT3 inhibitor and anti-CD47 monoclonal antibody could reprogram TAMs and ameliorate acquired resistance to gefitinib in NSCLC. Small molecule inhibitors targeting STAT3 have shown preliminary antitumor effects (<xref ref-type="bibr" rid="B112">112</xref>, <xref ref-type="bibr" rid="B113">113</xref>). Further investigation into STAT3 and IL-4 as potential targets is warranted to overcome resistance to EGFR-TKIs.</p>
</sec>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>LncRNA SOX2-OT/miR-627-3p/Smads pathway</title>
<p>Recently, Zhou et&#xa0;al. (<xref ref-type="bibr" rid="B114">114</xref>) found that long non-coding RNA SOX2 overlapping transcript (lncRNA SOX2-OT) is highly expressed in exosomes derived from NSCLC cells. Subsequently, exosomal lncRNA SOX2-OT can promote M2-like polarization of TAMs and promote EGFR-TKIs resistance (<xref ref-type="bibr" rid="B114">114</xref>). Mechanistically, lncRNA SOX2-OT promotes M2-like polarization of TAMs by increasing the expression of drosophila mothers against decapentaplegic proteins (Smads) through sponging miR-627-3p (<xref ref-type="bibr" rid="B114">114</xref>).</p>
<sec id="s4_3_1">
<label>4.3.1</label>
<title>Prospects</title>
<p>lncRNA SOX2-OT/miR-627-3p/Smads axis represents a promising target for reprogramming TAMs. However, there still needs to be more feasible approaches to target this pathway.</p>
</sec>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>TAMs mediate EGFR-TKIs resistance by modulating tumor cell phenotypes</title>
<sec id="s5_1">
<label>5.1</label>
<title>Stabilizing tumor cell phenotypes</title>
<p>Zhao et&#xa0;al. (<xref ref-type="bibr" rid="B115">115</xref>) treated NSCLC cells with gefitinib and subsequently co-cultured them with macrophages to mimic the behavior of migrating macrophages. Migrating macrophages contributed to gefitinib resistance by stabilizing tumor cell phenotypes before macrophage polarization. Additionally, Zhao and colleagues (<xref ref-type="bibr" rid="B115">115</xref>) postulated that the upregulation of vimentin mediated by TGF-&#x3b2; might also account for the accelerated acquisition of gefitinib resistance in NSCLC cells.</p>
<sec id="s5_1_1">
<label>5.1.1</label>
<title>Prospects</title>
<p>Reducing the recruitment of TAMs or depleting the TAMs in the TME of NSCLC may be a potential approach to improve EGFR-TKIs resistance. CCL2-chemokine (C-C motif) receptor 2 (CCR2) signaling and the colony-stimulating factor 1(CSF1)-CSF1 receptor (CSF1-CSF1R) axis are potential therapeutic targets (<xref ref-type="bibr" rid="B116">116</xref>, <xref ref-type="bibr" rid="B117">117</xref>). For example, previous studies (<xref ref-type="bibr" rid="B118">118</xref>) have shown that CSF1R inhibitors can deplete M2 macrophages in the TME. Sidorov et&#xa0;al. (<xref ref-type="bibr" rid="B119">119</xref>) demonstrated that the combination therapy of erlotinib and MLN0128 (an mTOR inhibitor) effectively reduces the infiltration of immunosuppressive chemokines, such as CCL2 and periostin, as well as TAMs in the TME of glioblastoma, leading to a significant improvement in survival outcomes for glioblastoma mice. Schmall et&#xa0;al. (<xref ref-type="bibr" rid="B120">120</xref>) demonstrated that inhibiting the recruitment of TAMs and promoting their M1-like polarization through CCR2 inhibition can effectively inhibit lung cancer progression. In addition, targeting surface receptors such as CD52, scavenger receptor-A, folic acid receptor-&#x3b2;, and CD206 represents potential approaches for depleting TAMs (<xref ref-type="bibr" rid="B121">121</xref>). Future research endeavors should investigate the clinical applications of these protocols in NSCLC.</p>
</sec>
</sec>
<sec id="s5_2">
<label>5.2</label>
<title>Promoting the EMT</title>
<p>EMT, the process of epithelial-to-mesenchymal transition, plays a crucial role in physiological processes such as wound healing, development, and stem cell behavior (<xref ref-type="bibr" rid="B122">122</xref>). However, it is closely associated with tumorigenesis, tumor progression, and drug resistance under pathological conditions (<xref ref-type="bibr" rid="B123">123</xref>). Importantly, EMT is one of the mechanisms of acquired resistance to EGFR-TKIs (<xref ref-type="bibr" rid="B124">124</xref>). Approaches to overcome EGFR-TKI resistance in NSCLC by reversing EMT are currently under investigation, including the targeting of CD70, cyclin-dependent kinase 7 (CDK7), lipid metabolism pathways, and fibroblast growth factor receptor 1 (FGFR1) (<xref ref-type="bibr" rid="B125">125</xref>&#x2013;<xref ref-type="bibr" rid="B128">128</xref>). Several studies (<xref ref-type="bibr" rid="B129">129</xref>, <xref ref-type="bibr" rid="B130">130</xref>) have revealed that TAMs can promote the EMT of tumor cells. Bonde et&#xa0;al. (<xref ref-type="bibr" rid="B129">129</xref>) showed that TAMs promote tumor EMT through TGF-&#x3b2; signaling and activation of the &#x3b2;-catenin pathway in NSCLC. And Shen et&#xa0;al. (<xref ref-type="bibr" rid="B130">130</xref>) demonstrated that inhibition of TAMs can reverse tumor EMT in NSCLC.</p>
<sec id="s5_2_1">
<label>5.2.1</label>
<title>Prospects</title>
<p>Further investigation is warranted to target TAMs to reverse EMT in EGFR-TKI-resistant cells. Reprogramming TAMs to reduce the secretion of pro-EMT signals, such as TGF-&#x3b2;, may represent a promising strategy. Consistent with this hypothesis, Jin et&#xa0;al. (<xref ref-type="bibr" rid="B104">104</xref>) showed that targeting lipid metabolism could improve EMT-related drug resistance by reprogramming TAMs in NSCLC.</p>
</sec>
</sec>
</sec>
<sec id="s6" sec-type="discussion">
<label>6</label>
<title>Discussion</title>
<p>Resistance to EGFR-TKIs remains a global challenge, and exploring new methods to enhance the efficacy of EGFR-TKIs is imperative in NSCLC. This review summarizes the multiple mechanisms of TAM-mediated EGFR-TKIs resistance in NSCLC, including activation of bypass pathways, inhibition of T cell activity, M2-like polarization, and regulation of tumor cell phenotypes. Several pertinent issues warrant discussion.</p>
<p>Inhibiting the TAMs-related bypass pathway may be a potential approach to improving resistance to EGFR-TKIs in NSCLC (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The significance of the mTOR-related pathway in enhancing resistance to EGFR-TKIs warrants reiteration. Previous studies (<xref ref-type="bibr" rid="B131">131</xref>) have shown that high expression of mTOR correlates with a diminished therapeutic response to erlotinib in NSCLC. TAMs can induce resistance to EGFR-TKIs by activating the AKT/mTOR signaling pathway directly (<xref ref-type="bibr" rid="B34">34</xref>). Additionally, mTOR-related pathways may mediate EMT-related EGFR-TKIs resistance (<xref ref-type="bibr" rid="B132">132</xref>). Zhang et&#xa0;al. (<xref ref-type="bibr" rid="B133">133</xref>) demonstrated that MTI-31, an inhibitor of mTORC1/2, effectively impedes the progression and EMT of NSCLC while simultaneously enhancing antitumor immunity. Significantly, the PI3K/AKT/mTOR signaling pathway can also facilitate M2-like polarization of TAMs to promote EGFR-TKIs resistance (<xref ref-type="bibr" rid="B103">103</xref>). Based on this existing evidence, combination therapy involving mTOR inhibitors and EGFR-TKIs may improve resistance to EGFR-TKIs by blocking multiple resistance signals. However, current clinical trials have demonstrated that the combination therapy does not yield a superior clinical response compared to EGFR-TKIs monotherapy, and its toxicity profile is challenging to manage (<xref ref-type="bibr" rid="B53">53</xref>). Further experimentation is warranted to elucidate this phenomenon in the future. On the other hand, targeting STAT3 may represent a promising strategy to enhance the efficacy of EGFR-TKIs by overcoming TAM-mediated resistance. TAMs-derived exosomes can mediate EGFR-TKIs resistance by activating STAT3 signaling pathway (<xref ref-type="bibr" rid="B17">17</xref>). Moreover, STAT3 also plays a crucial role in promoting the M2-like polarization of TAMs (<xref ref-type="bibr" rid="B111">111</xref>). Combining STAT3 inhibitors with EGFR-TKIs inhibits drug resistance mediated by exosomes derived from TAMs and reprograms TAMs. Previous studies (<xref ref-type="bibr" rid="B134">134</xref>&#x2013;<xref ref-type="bibr" rid="B136">136</xref>) have shown the potential of STAT3 inhibitors in combination with EGFR-TKIs for anti-tumor therapy. W2014-S, a novel STAT3 inhibitor, can significantly enhance the anti-tumor effect of EGFR-TKIs in TKI-resistant NSCLC (<xref ref-type="bibr" rid="B137">137</xref>). Wang et&#xa0;al. (<xref ref-type="bibr" rid="B138">138</xref>) demonstrated that the STAT3 inhibitor BBI608 could potentiate the anti-tumor efficacy of EGFR-TKIs by modulating the ROR1/ABCB1/P53 signaling pathway.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Strategies for improving resistance to EGFR-TKIs by targeting TAMs.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Strategies</th>
<th valign="top" align="center">Up/Down</th>
<th valign="top" align="center">Targets</th>
<th valign="top" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">Dictamnine</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">PI3K/AKT/mTOR and MAPK pathways</td>
<td valign="middle" align="center">43</td>
</tr>
<tr>
<td valign="top" align="center">Torin2</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">AKT/mTOR pathway</td>
<td valign="middle" align="center">44</td>
</tr>
<tr>
<td valign="top" align="center">Temsirolimus</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">mTOR</td>
<td valign="middle" align="center">45</td>
</tr>
<tr>
<td valign="top" align="center">BEZ235</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">PI3K/mTOR pathway</td>
<td valign="middle" align="center">46, 49, 52</td>
</tr>
<tr>
<td valign="top" align="center">Active fraction (HS7) from Taiwanofungus camphoratus</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">AKT-mTOR, ERK and STAT3 pathways</td>
<td valign="middle" align="center">47</td>
</tr>
<tr>
<td valign="top" align="center">Everolimus</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">mTOR</td>
<td valign="middle" align="center">45,48, 55</td>
</tr>
<tr>
<td valign="top" align="center">Ku-0063794</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">mTOR</td>
<td valign="middle" align="center">50</td>
</tr>
<tr>
<td valign="top" align="center">Ferumoxytol and CpG oligodeoxynucleotide 2395</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">EGFR and AKT/mTOR pathways</td>
<td valign="middle" align="center">51</td>
</tr>
<tr>
<td valign="top" align="center">T0901317 and GW3965</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">AKT</td>
<td valign="middle" align="center">62</td>
</tr>
<tr>
<td valign="top" align="center">Bufalin</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">MET/PI3K/AKT Pathway</td>
<td valign="middle" align="center">63</td>
</tr>
<tr>
<td valign="top" align="center">Chloroquine</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">AKT</td>
<td valign="middle" align="center">64</td>
</tr>
<tr>
<td valign="top" align="center">Norcantharidin</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">MET/PI3K/AKT Pathway</td>
<td valign="middle" align="center">65</td>
</tr>
<tr>
<td valign="top" align="center">MiR-30a-5p</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">PI3K/AKT Pathway</td>
<td valign="middle" align="center">66, 69</td>
</tr>
<tr>
<td valign="top" align="center">BMS-708163</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">PI3K/AKT Pathway</td>
<td valign="middle" align="center">67</td>
</tr>
<tr>
<td valign="top" align="center">Polyphyllin I</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">PI3K/AKT Pathway</td>
<td valign="middle" align="center">68</td>
</tr>
<tr>
<td valign="top" align="center">anti-HER-3 antibody</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">HER-3 and PI3K/AKT Pathway</td>
<td valign="middle" align="center">71</td>
</tr>
<tr>
<td valign="top" align="center">anti-HER-3 antibody</td>
<td valign="middle" align="center">Up</td>
<td valign="middle" align="center">STING</td>
<td valign="middle" align="center">75</td>
</tr>
<tr>
<td valign="top" align="center">HECrossMAb</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">PI3K/AKT Pathway</td>
<td valign="middle" align="center">72</td>
</tr>
<tr>
<td valign="top" align="center">Gefitinib and Vorinostat</td>
<td valign="middle" align="center">Up</td>
<td valign="middle" align="center">M1-like polarization of TAMs</td>
<td valign="middle" align="center">73</td>
</tr>
<tr>
<td valign="top" align="center">Cosuppression of NF-&#x3ba;B and AICDA</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">NF-&#x3ba;B and AICDA</td>
<td valign="middle" align="center">81</td>
</tr>
<tr>
<td valign="top" align="center">Liver X receptors agonist</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">AKT and NF-&#x3ba;B</td>
<td valign="middle" align="center">82</td>
</tr>
<tr>
<td valign="top" align="center">STING agonist MSA-2</td>
<td valign="middle" align="center">Up</td>
<td valign="middle" align="center">M1-like polarization of TAMs</td>
<td valign="middle" align="center">91</td>
</tr>
<tr>
<td valign="top" align="center">Simvastatin</td>
<td valign="middle" align="center">Up</td>
<td valign="middle" align="center">M1-like polarization of TAMs</td>
<td valign="middle" align="center">104, 105</td>
</tr>
<tr>
<td valign="top" align="center">The Root Extract of Scutellaria baicalensis</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">STAT3</td>
<td valign="middle" align="center">109</td>
</tr>
<tr>
<td valign="top" align="center">Knockdown of lncRNA BLACAT1</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">STAT3</td>
<td valign="middle" align="center">110</td>
</tr>
<tr>
<td valign="top" align="center">STAT3 inhibitor and an anti-CD47 monoclonal antibody</td>
<td valign="middle" align="center">Up</td>
<td valign="middle" align="center">M1-like polarization of TAMs</td>
<td valign="middle" align="center">111</td>
</tr>
<tr>
<td valign="top" align="center">Simvastatin</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">EMT</td>
<td valign="middle" align="center">104</td>
</tr>
<tr>
<td valign="top" align="center">MTI-31</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">EMT</td>
<td valign="middle" align="center">133</td>
</tr>
<tr>
<td valign="top" align="center">W2014-S</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">STAT3</td>
<td valign="middle" align="center">137</td>
</tr>
<tr>
<td valign="top" align="center">BBI608</td>
<td valign="middle" align="center">Down</td>
<td valign="middle" align="center">STAT3</td>
<td valign="middle" align="center">138</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>EGFR-TKIs, epidermal growth factor receptor tyrosine kinase inhibitors; TAMs, tumor-associated macrophages; PI3K, phosphoinositide 3-kinase; AKT, protein kinase B; mTOR, mammalian target of rapamycin; MAPK, mitogen-activated protein kinase; ERK, extracellular signal-related kinases; STAT3, signal transducer and activator of transcription 3; MET, mesenchymal to epithelial transition factor; HER-3, human epidermal growth factor receptor 3; STING: Stimulator of interferon genes; NF-&#x3ba;B, nuclear factor-&#x3ba;B; AICDA, activation-induced cytidine deaminase; EMT, epithelial-mesenchymal transition.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Reprogramming TAMs is a crucial strategy for improving the resistance to EGFR-TKIs in NSCLC. It is worth mentioning that reprogramming TAMs can enhance the efficacy of EGFR-TKIs through a variety of mechanisms, including inhibition of TAM-related drug resistance pathway (<xref ref-type="bibr" rid="B34">34</xref>), reactivation of T cells in the TME (<xref ref-type="bibr" rid="B91">91</xref>), and reversal of EMT of tumor cells (<xref ref-type="bibr" rid="B104">104</xref>). STING (<xref ref-type="bibr" rid="B91">91</xref>), lipid metabolic pathways (<xref ref-type="bibr" rid="B101">101</xref>), mTOR (<xref ref-type="bibr" rid="B34">34</xref>), Smads (<xref ref-type="bibr" rid="B114">114</xref>), IL-4 (<xref ref-type="bibr" rid="B107">107</xref>), and STAT3 (<xref ref-type="bibr" rid="B111">111</xref>) have been reported as targets for reprogramming TAMs in NSCLC. In addition, other strategies for reprogramming TAMs are currently under investigation, which may offer insights into improving resistance to EGFR-TKIs in NSCLC. Parayath et&#xa0;al. (<xref ref-type="bibr" rid="B139">139</xref>) reprogrammed TAMs by intraperitoneal injection of Hyaluronic Acid-Based Nanoparticles Encapsulating MicroRNA-125b in NSCLC. Sarode et&#xa0;al. (<xref ref-type="bibr" rid="B140">140</xref>) reprogrammed TAMs by targeting the &#x3b2;-catenin/FOSL2/ARID5A signaling pathway in lung cancer. Future research should investigate innovative approaches to reprogramming TAMs in NSCLC with EGFR mutation.</p>
<p>Finally, reducing the number of TAMs in the TME of EGFR-mutant NSCLC, either by inhibiting TAM recruitment or depleting TAMs, may represent a promising strategy to overcome resistance to EGFR-TKIs. The clinical applicability of these methods warrants further investigation (<xref ref-type="bibr" rid="B116">116</xref>, <xref ref-type="bibr" rid="B117">117</xref>).</p>
</sec>
<sec id="s7" sec-type="conclusions">
<label>7</label>
<title>Conclusions</title>
<p>TAMs mediate EGFR-TKIs resistance in NSCLC through various mechanisms, including activation of bypass pathways, inhibition of T cell activity, M2-like polarization, and regulation of tumor cell phenotypes. In the future, developing therapeutic regimens that target TAMs, such as interfering with TAM-related pathways, reducing infiltration of TAMs, and reprogramming the macrophage phenotype, could enhance the anti-tumor effect of EGFR-TKIs.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>DC, KG, and XY wrote the original draft of the article and drew the illustration. RC, BW, WZ, CF, and MJ contributed to the conceptualization and revised the draft. All authors participated in the revision of the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the Science and Technology Project for Youth Talent of Changzhou Health Commission (QN201703), Young Talent Development Plan of Changzhou Health Commission (CZQM2020024), Major Science and Technology Project of Changzhou Health Commission (ZD202004, ZD202007), and China Postdoctoral Science Foundation (2020M670064ZX).</p>
</sec>
<sec id="s10" 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="s11" 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>
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