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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.2025.1651248</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Case Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Case Report: A small cell lung cancer transformed from an <italic>EGFR</italic>-mutated Adenocarcinoma demonstrated a long-term remission to anti PD-1 antibody</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Kawanaka</surname>
<given-names>Yusuke</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yonesaka</surname>
<given-names>Kimio</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/3101983/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
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<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tanizaki</surname>
<given-names>Junko</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Maenishi</surname>
<given-names>Osamu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sakai</surname>
<given-names>Kazuko</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1486129/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kakimi</surname>
<given-names>Kazuhiro</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nishio</surname>
<given-names>Kazuto</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hayashi</surname>
<given-names>Hidetoshi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1155651/overview"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Medical Oncology, Kindai University Faculty of Medicine</institution>, <addr-line>Osaka-sayama, Osaka</addr-line>,&#xa0;<country>Japan</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pathology, Kindai University Faculty of Medicine</institution>, <addr-line>Osaka-sayama, Osaka</addr-line>,&#xa0;<country>Japan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Genome Biology, Kindai University Faculty of Medicine</institution>, <addr-line>Osaka-sayama, Osaka</addr-line>,&#xa0;<country>Japan</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Immunology, Kindai University Faculty of Medicine</institution>, <addr-line>Osaka-sayama, Osaka</addr-line>,&#xa0;<country>Japan</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2214856/overview">Natsuo Tomita</ext-link>, Nagoya City University, Japan</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1929957/overview">Hesong Wang</ext-link>, Fourth Hospital of Hebei Medical University, China</p>
<p>Franz R&#xf6;del, Goethe University Frankfurt, Germany</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Kimio Yonesaka, <email xlink:href="mailto:yonesaka@med.kindai.ac.jp">yonesaka@med.kindai.ac.jp</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1651248</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Kawanaka, Yonesaka, Tanizaki, Maenishi, Sakai, Kakimi, Nishio and Hayashi.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Kawanaka, Yonesaka, Tanizaki, Maenishi, Sakai, Kakimi, Nishio and Hayashi</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>Transformation to small cell lung cancer (SCLC) is a resistance mechanism in epidermal growth factor receptor (<italic>EGFR</italic>)-mutated non-small cell lung cancer (NSCLC) after EGFR-tyrosine kinase inhibitor (EGFR-TKI) treatment. The efficacy of immune checkpoint inhibitor (ICI) in transformed SCLC remains to be elucidated. The present case report highlights a patient whose tumor underwent transformation to SCLC after developing resistance to an EGFR-TKI treatment. The patient subsequently achieved long-term remission lasting more than 5 years through treatment with an anti-PD-1 antibody nivolumab. Generally, the efficacy of ICI is inferior in <italic>EGFR</italic>-mutated NSCLC compared to those with <italic>EGFR</italic> wild-type NSCLC. However, some cases that have transformed to SCLC may be sensitive to ICI treatment. Further investigation is necessary to determine the efficacy of ICI in cases that have undergone transformation to SCLC.</p>
</abstract>
<kwd-group>
<kwd>EGFR</kwd>
<kwd>EGFR-TKI</kwd>
<kwd>non-small cell lung cancer</kwd>
<kwd>small cell lung cancer transformation</kwd>
<kwd>case report</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="21"/>
<page-count count="6"/>
<word-count count="1777"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Thoracic Oncology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) are the standard of care for patients with <italic>EGFR</italic>-mutated non-small cell lung cancer (NSCLC), and most patients achieve tumor shrinkage (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). However, resistance to EGFR-TKIs eventually develops in all tumors. The mechanisms of resistance vary, including secondary <italic>EGFR</italic> mutations, amplification of <italic>MET</italic>, and transformation to small cell lung cancer (SCLC) (<xref ref-type="bibr" rid="B1">1</xref>). Approximately 3&#x2013;10% of tumors that acquired resistance to EGFR-TKI transform to SCLC (<xref ref-type="bibr" rid="B3">3</xref>). The treatment of such cases is generally a combination of platinum and etoposide, which is the standard of care for patients with extensive stage SCLC (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Immune checkpoint inhibitors (ICIs), including PD-1/PD-L1 inhibitors, represent an established standard of care for NSCLC (<xref ref-type="bibr" rid="B4">4</xref>). However, the efficacy of ICI therapy is limited in patients with <italic>EGFR</italic>-mutated NSCLC, specifically, the response rate in a phase II trial of nivolumab monotherapy in patients after resistance to EGFR-TKI therapy was 9.6% (<xref ref-type="bibr" rid="B5">5</xref>). And the median progression-free survival with nivolumab was also 1.7 months (95% CI 1.3&#x2212;2.3 months), which was worse than standard platinum combination chemotherapy (stratified log-rank test P = 0.001; stratified Cox 313 PH model HR of 1.92, with a 95% CI of 1.27-2.90) (<xref ref-type="bibr" rid="B5">5</xref>). The role of ICIs as a treatment following the development of resistance to EGFR-TKI therapy remains to be delineated (<xref ref-type="bibr" rid="B6">6</xref>). Conversely, in extensive SCLC, the combination of ICI and chemotherapy significantly prolonged overall survival when compared to chemotherapy alone (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). However, patients with SCLC that has transformed from <italic>EGFR</italic>-mutated NSCLC constitute a relatively small population, and the efficacy of ICIs in such cases remains to be fully elucidated.</p>
<p>In this report, we describe a case of SCLC that transformed from <italic>EGFR</italic>-mutated NSCLC after EGFR-TKI treatment and achieved a long-term response with subsequent anti-PD-1 monotherapy.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Case presentation</title>
<p>A 76-year-old woman presented to our clinic with the chief complaint of bloody sputum in November 2016. The patient had smoked 20 cigarettes per day for the past 25 years and had a medical history of left upper lobectomy for lung adenocarcinoma at another hospital in 2007. Chest and abdominal computed tomography (CT) images showed a metastatic lung tumor in the left pulmonary hilar region, multiple mediastinal lymph node metastases, and a rib metastasis (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). A bronchoscopic lung biopsy was performed for pathologic diagnosis. The final diagnosis was stage IVA (c-T3N2M1b) lung adenocarcinoma harboring an <italic>EGFR</italic> exon 19 deletion (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Clinical course of the patient. Computed tomography scan revealed the following: <bold>(A)</bold> Recurrence of lung cancer in the left pulmonary hilar region 9 years after surgery. <bold>(B)</bold> Disappearance of tumor after osimertinib treatment. <bold>(C)</bold> Regrowth of tumor. Osimertinib treatment was stopped and nivolumab treatment was initiated. <bold>(D)</bold> Disappearance of tumor after nivolumab treatment. <bold>(E)</bold> Continued tumor disappearance under nivolumab treatment.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1651248-g001.tif">
<alt-text content-type="machine-generated">Timeline showing treatment progression with third-generation EGFR-TKI and Nivolumab. CT scans from different dates (November 2016, April 2017, August 2018, November 2018, October 2022) display tumor size changes in the chest, indicated by yellow arrowheads. The timeline includes biopsy points.</alt-text>
</graphic>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Pathologic examination of tumor obtained before EGFR-TKI treatment and after developing resistance to EGFR-TKI. The images show hematoxylin and eosin (HE) or immunohistochemical staining of CD56, synaptophysin, CD8, and CD68.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1651248-g002.tif">
<alt-text content-type="machine-generated">Histological comparison of tissue samples pre- and post-EGFR-TKI treatment. The top-left and top-middle images show H&amp;E stained tissue from November 2016. The top-right and bottom images are immunohistochemically stained with CD56, CD8, Synaptophysin, and CD68 from September 2018. Each panel is labeled with its specific stain, showing cellular and morphological differences at a 50 micrometer scale.</alt-text>
</graphic>
</fig>
<p>In December 2016, the patient was initiated on a third-generation EGFR-TKI, resulting in complete response to the treatment (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). However, in August 2018, EGFR-TKI was discontinued due to the recurrence of the tumor in the left lung (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). In order to obtain a pathological diagnosis of this exacerbated pulmonary tumor, a bronchoscopic re-biopsy was performed. The pathology results indicated a transformation to SCLC, with partly positive expression of CD56 and synaptophysin (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Polymerase chain reaction testing showed that the <italic>EGFR</italic> exon 19 deletion remained positive, without secondary <italic>EGFR</italic> mutations detected. Additionally, programmed death-ligand 1 (PD-L1) tumor proportion score was negative (less than 1%).</p>
<p>In September 2018, the patient was enrolled in a clinical trial and was initiated on monotherapy with the anti-PD1 antibody nivolumab, 3 mg/kg, on day 1 every 2 weeks. Notably, 3 months later, in November 2018, CT imaging revealed left pulmonary tumor shrinkage. In May 2019, grade 3 adrenocorticotropic hormone deficiency was observed as an adverse event related to nivolumab treatment. However, nivolumab treatment was continued with corticosteroid replacement therapy. Subsequently, nivolumab treatment was continued until October 2022, when treatment was discontinued due to patient relocation. As of the end of 2023, there was no evidence of tumor progression.</p>
</sec>
<sec id="s3" sec-type="discussion">
<label>3</label>
<title>Discussion</title>
<p>At the time this patient was treated with nivolumab, the efficacy of ICI in <italic>EGFR</italic>-mutated NSCLC was not clear, and nivolumab treatment was administered as a clinical trial. Currently, the efficacy of ICIs in <italic>EGFR</italic>-mutated NSCLC is generally considered limited. However, the efficacy of ICIs remains to be fully evaluated in the relatively small subpopulation of patients whose tumor has transformed to SCLC after developing resistance to EGFR-TKIs (<xref ref-type="bibr" rid="B9">9</xref>). The present case with a SCLC transformation showed a long-term response to anti-PD-1 despite the presence of a positive <italic>EGFR</italic> mutation. In other retrospective observation studies, there is a trend toward a better prognosis in patients with <italic>EGFR</italic>-mutated and transformed SCLC treated with ICI and chemotherapy compared to chemotherapy alone (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Specifically, the median overall survival was 10 months for patients treated with chemotherapy alone versus 13 months for patients treated with chemotherapy plus ICI in patients whose tumor transformed after developing resistance to EGFR-TKI therapy (Hazard ratio 0.75, 0.36&#x2212;1.56) (<xref ref-type="bibr" rid="B10">10</xref>). Similarly, in patients with EGFR-mutated NSCLC that had transformed to SCLC, Zhang CY et&#xa0;al. reported that the median overall survival of patients who received immunotherapy was significantly longer than that of patients who did not receive immunotherapy (20.2 m versus 7.9 m, P &lt; 0.01) (<xref ref-type="bibr" rid="B11">11</xref>). In contrast to these observations, other groups reported no long-term efficacy of ICI alone in their cohorts including cases of <italic>EGFR</italic>-mutated and transformed SCLC (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Specifically, Fujimoto D et&#xa0;al. reported only one case of response among 15 patients with <italic>EGFR</italic>-mutated NSCLC whose tumor has transformed to small cell lung cancer after developing resistance to EGFR-TKIs (<xref ref-type="bibr" rid="B12">12</xref>). Marcoux N et&#xa0;al. also reported no response among 17 patients with <italic>EGFR</italic>-mutated NSCLC who received ICI alone after SCLC-transformation (<xref ref-type="bibr" rid="B13">13</xref>). Collectively, the response rate to ICI alone may not necessarily be high in <italic>EGFR</italic>-mutated NSCLC, even with small cell transformation. However, it is noteworthy that ICI treatment may result in long-term survival in subpopulation with SCLC transformation, as evidenced in the present case report. Therefore, patient selection by biomarkers may be desirable for ICI treatment in patients with <italic>EGFR</italic>-mutated NSCLC with SCLC transformation.</p>
<p>In general, tumor mutation burden (TMB) is relatively high in SCLC, partly due to heavy smoking. However, despite a smoking history, the TMB value is low in the present patient. While an association between TMB and the effect of ICI has been reported, the therapeutic effect of ICI in the present case is difficult to explain from TMB (<xref ref-type="bibr" rid="B14">14</xref>). The expression level of PD-L1 is also associated with the therapeutic effect of ICI in NSCLC and other types of cancer, but was negative in this case (<xref ref-type="bibr" rid="B15">15</xref>). Furthermore, an association between the infiltration of inflammatory cells into the tumor area and the therapeutic effect of ICI has been reported (<xref ref-type="bibr" rid="B16">16</xref>). We observed an infiltration of CD8- or CD68-positive immune cells in the current SCLC-transformed tumor (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Additionally, for assessing the infiltration levels of multiple immune cells to estimate the tumor microenvironment, CIBERSORTx was performed using transcriptome data obtained from <italic>EGFR</italic>-mutated NSCLC tumor developing resistance to EGFR-TKIs (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, Supplementary Material and Methods) (<xref ref-type="bibr" rid="B17">17</xref>). Among 35 tumors obtained from patients with <italic>EGFR</italic>-mutated NSCLC treated with EGFR-TKIs, the present tumor showed relatively increased inflammatory cells, including exhausted CD4 and CD8 positive cells and M1-like macrophages, compared to other tumors (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Consistent with the present case, Haratani K et&#xa0;al. reported that in patients with <italic>EGFR</italic>-mutated NSCLC, nivolumab responders had significantly higher CD8+ tumor-infiltrating lymphocyte (TIL) density than non-responders (<xref ref-type="bibr" rid="B18">18</xref>). Moreover, according to a retrospective analysis of extensive-stage SCLC, patients with high TIL demonstrated significantly superior progression-free survival compared to those with low TIL (<xref ref-type="bibr" rid="B19">19</xref>). Overall, ICI therapy may be beneficial in patients with <italic>EGFR</italic>-mutated NSCLC that has transformed into SCLC accompanied by CD8-positive TIL infiltration.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Tumor inflammatory cell profiles from 35 patients with EGFR-mutated NSCLC that has developed resistance to EGFR-TKIs. Inflammatory cell types were determined by CIBERSORTx analysis. Red dots indicate the present case, which has transformed to small cell lung cancer.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1651248-g003.tif">
<alt-text content-type="machine-generated">Dot plot showing the relative expression (z-score) of various cell types, including PMNs, plasma cells, NK cells, and others. The x-axis represents relative expression from -2 to 4. Red circles highlight significant data points. Each cell type is subdivided into different classifications, like activated or normal-enriched, showing variation in gene expression across conditions.</alt-text>
</graphic>
</fig>
<p>As a limitation, this is only a single case report of sustained response to ICI treatment, and further studies are needed to determine which patients would benefit most from ICI treatment after SCLC transformation based on clinical or genetic background. The combination of ICI and chemotherapy may also need continued investigation given its success in extensive-stage SCLC. Specifically, limited response rates to ICI monotherapy have been reported in extensive-stage SCLC, ranging from 2.3% for monotherapy with the anti-PD-L1 antibody atezolizumab to 9.5% for monotherapy with the anti-PD-L1 antibody durvalumab (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). However, the combination of ICI and chemotherapy (i.e., platinum and etoposide) demonstrated a significant improvement in overall survival compared to chemotherapy alone in extensive-stage SCLC (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>).</p>
</sec>
<sec id="s4" sec-type="conclusions">
<label>4</label>
<title>Conclusion</title>
<p>ICI might be a treatment option in cases with <italic>EGFR</italic>-mutated and transformed SCLC. Further case series are required to evaluate the relationship between the tumor immune environment or the expression profile of immune checkpoint molecules and therapeutic response of ICI treatment.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by The Institutional Review Boards of Kindai Hospital, Kishiwada Hospital, and Izumi Hospital. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>YK: Resources, Writing &#x2013; original draft, Investigation. KY: Formal analysis, Resources, Conceptualization, Writing &#x2013; review &amp; editing, Investigation. JT: Resources, Writing &#x2013; review &amp; editing. OM: Investigation, Writing &#x2013; review &amp; editing. KS: Formal analysis, Writing &#x2013; review &amp; editing. KK: Writing &#x2013; review &amp; editing, Supervision. KN: Writing &#x2013; review &amp; editing, Supervision. HH: Resources, Writing &#x2013; review &amp; editing, Supervision.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors thank the patient and her family for cooperation in this report. We also thank Hiroki Goto, Eri Otsuka, Hiroaki Okida, Masanori Funabashi, Yuuri Hashimoto, Kenji Hirotani, Yasuki Kamai, Takashi Kagari for the supplementary data analysis.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>KY has received honoraria from Chugai Pharmaceutical Co., Ltd., AstraZeneca K.K., MSD K.K., Amgen Inc., and Daiichi Sankyo Co., Ltd. HH has received grants or contracts from IQVIA Services JAPAN K.K., Eisai Co., Ltd., Syneos Health Clinical K.K., EP-CRSU Co., Ltd., EPS Corporation., Shionogi &amp;amp; Co., Ltd., Nippon Kayaku Co., Ltd., Otsuka Pharmaceutical Co., Ltd., Takeda Pharmaceutical Co., Ltd., GlaxoSmithKline K.K., MSD K.K., Sanofi K.K., Amgen Inc., Chugai Pharmaceutical Co., Ltd., Taiho Pharmaceutical Co., Ltd., Nippon Boehringer Ingelheim Co., Ltd., Bristol Myers Squibb Company, PRA Health Sciences Inc., CMIC CO., Ltd., Astellas Pharma Inc., Pfizer R&amp;amp;D Japan G.K., Ascent Development Services, Labcorp Development Japan K.K., Eisai Inc., Kobayashi Pharmaceutical Co., Ltd., Bayer Yakuhin, Ltd., Pfizer Japan Inc., AstraZeneca K.K., AbbVie Inc., Daiichi Sankyo Co., Ltd., A2 Healthcare Corp., Novartis Pharma K.K., Eli Lilly Japan K.K., Merck Biopharma Co., Ltd, Medpace Japan K.K., Kyowa Kirin Co., Ltd., Japanese Gastric Cancer Association, Thoracic Oncology Research Group, Clinical Research Support Center Kyushu, West Japan Oncology Group, Japan Clinical Cancer Research Organization, Comprehensive Support Project for Oncological Research of Breast Cancer, EPS International Co., Ltd., Mebix, Inc., Ono Pharmaceutical Co., Ltd., Mochida Pharmaceutical Co., Ltd., Covance Japan Inc., Japan Clinical Research Operations and Medical Research Support; payment or honoraria from Ono Pharmaceutical Co., Ltd., Merck Biopharma Co., Ltd., Daiichi Sankyo Co., Ltd., 3H Clinical Trial Inc., AstraZeneca K.K., Novartis Pharma K.K., Chugai Pharmaceutical Co., Ltd., Bristol Myers Squibb Company, Eli Lilly Japan K.K., Amgen Inc., MSD K.K., Sysmex Corporation, Pfizer Japan Inc., Takeda Pharmaceutical Co., Ltd., Nippon Boehringer Ingelheim Co., Ltd., Janssen Pharmaceutical K.K. and Guardant Health Japan Corp.; and has participated on a data safety monitoring board or advisory board of Bristol Myers Squibb Company, AbbVie Inc., Chugai Pharmaceutical Co., Ltd., Novocure K.K., AstraZeneca K.K., Daiichi Sankyo Co., Ltd., Janssen Pharmaceutical K.K.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be constructed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
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<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>
</sec>
<sec id="s12" 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.2025.1651248/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2025.1651248/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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