Liying Yang, Jiaxiao Geng, Hao Yang, Miaoqing Zhao, Hongtu Yuan, Yushan Yan, Li Wu, Fanghan Cao, Ligang Xing, Xiaorong Sun
{"title":"治疗前CD4+ T细胞更接近CD8+ T细胞有利于PD-L1低表达非小细胞肺癌患者对新辅助免疫治疗的反应。","authors":"Liying Yang, Jiaxiao Geng, Hao Yang, Miaoqing Zhao, Hongtu Yuan, Yushan Yan, Li Wu, Fanghan Cao, Ligang Xing, Xiaorong Sun","doi":"10.21037/tlcr-24-886","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Neoadjuvant chemo-immunotherapy improves non-small cell lung cancer (NSCLC) outcomes, but remission rates vary, emphasizing the need for biomarkers. This study aimed to investigate the impact of the baseline intratumoral CD4<sup>+</sup> T-cell-adjacent microenvironment on the efficacy of neoadjuvant immunotherapy in NSCLC and its correlation with hypoxia-inducible factor-1α (HIF-1α), microvessel density (MVD), and cancer-associated fibroblasts (CAFs).</p><p><strong>Methods: </strong>Tumor samples from 49 NSCLC patients before neoadjuvant immunotherapy were retrospectively collected and subjected to multiplex immunohistochemistry staining (panel 1: DAPI/CK/CD4/CD8/CD68; Panel 2: DAPI/CK/CD4/HIF-1α/CD31/α-SMA) to characterize CD4<sup>+</sup> T cells, CD8<sup>+</sup> T cells CD68<sup>+</sup> macrophages, HIF-1α<sup>+</sup> cells, HIF-1α<sup>+</sup>CD4<sup>+</sup> cells, MVD, and CAF. Mann-Whitney <i>U</i> test and receiver operating characteristic (ROC) curve were used to assess the relationship between the number and spatial distribution of each metric and the efficacy of the treatment, and Spearman's rank correlation was used to assess the correlation of each metric.</p><p><strong>Results: </strong>In 49 NSCLC patients, responders (54.2%) and non-responders (45.8%). Single-indicator analysis revealed a positive correlation between high infiltration of CD8<sup>+</sup> T cells in the stromal area and response to treatment in overall and programmed cell death-ligand 1 (PD-L1) low-expressing patients [CD8<sup>+</sup> T (str) density: overall patient, 38 <i>vs.</i> 16, P=0.03; tumor proportion score (TPS) 1-49% subgroup, 37 <i>vs.</i> 14, P=0.04], with an area under curve (AUC) 0.684 and 0.746, respectively. CD4<sup>+</sup> T cells combined with CD8<sup>+</sup> T cells or CD68<sup>+</sup> macrophages were analyzed and found to be more efficacious than CD4<sup>+</sup>T<sup>hi</sup>CD8<sup>+</sup>T<sup>hi</sup> compared to CD4<sup>+</sup>T<sup>lo</sup>CD8<sup>+</sup>T<sup>lo</sup> in patients with low expression of PD-L1 (P=0.03). Assessment of the nearest neighbor distance (NND) of CD4<sup>+</sup> T cells and their adjacent cells revealed that the closer the CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells in the overall compartment, the better the efficacy in NSCLC patients, especially in patients with low PD-L1 expression [CD4<sup>+</sup> T to CD8<sup>+</sup> T (all) NND: overall patients, 34 <i>vs.</i> 47 μm, P=0.03; TPS 1-49% subgroup, 34 <i>vs.</i> 69 μm, P=0.006], and the AUC was 0.670 and 0.830, respectively. Notably, this favorable spatial interaction may not be dependent on direct contact between CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells within 10/20/30 μm (P>0.05). Furthermore, in overall and PD-L1 low-expressing patients, the closer the distance between CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells, the higher the MVD (overall patients, r=-0.39, P=0.008; TPS 1-49% subgroup, r=-0.49, P=0.01).</p><p><strong>Conclusions: </strong>The baseline intratumoral CD4<sup>+</sup> T-cell-adjacent microenvironment in NSCLC is associated with the efficacy of neoadjuvant immunotherapy for NSCLC, with the closer proximity of pre-treatment CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells, the better the treatment efficacy in NSCLC patients (even especially in the low-expressing PD-L1 population), and is associated with high MVD.</p>","PeriodicalId":23271,"journal":{"name":"Translational lung cancer research","volume":"14 3","pages":"810-823"},"PeriodicalIF":4.0000,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12000951/pdf/","citationCount":"0","resultStr":"{\"title\":\"Closer proximity of pre-treatment CD4<sup>+</sup> T cells to CD8<sup>+</sup> T cells favor response to neoadjuvant immunotherapy in patients with PD-L1 low-expressing non-small cell lung cancer.\",\"authors\":\"Liying Yang, Jiaxiao Geng, Hao Yang, Miaoqing Zhao, Hongtu Yuan, Yushan Yan, Li Wu, Fanghan Cao, Ligang Xing, Xiaorong Sun\",\"doi\":\"10.21037/tlcr-24-886\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Neoadjuvant chemo-immunotherapy improves non-small cell lung cancer (NSCLC) outcomes, but remission rates vary, emphasizing the need for biomarkers. This study aimed to investigate the impact of the baseline intratumoral CD4<sup>+</sup> T-cell-adjacent microenvironment on the efficacy of neoadjuvant immunotherapy in NSCLC and its correlation with hypoxia-inducible factor-1α (HIF-1α), microvessel density (MVD), and cancer-associated fibroblasts (CAFs).</p><p><strong>Methods: </strong>Tumor samples from 49 NSCLC patients before neoadjuvant immunotherapy were retrospectively collected and subjected to multiplex immunohistochemistry staining (panel 1: DAPI/CK/CD4/CD8/CD68; Panel 2: DAPI/CK/CD4/HIF-1α/CD31/α-SMA) to characterize CD4<sup>+</sup> T cells, CD8<sup>+</sup> T cells CD68<sup>+</sup> macrophages, HIF-1α<sup>+</sup> cells, HIF-1α<sup>+</sup>CD4<sup>+</sup> cells, MVD, and CAF. Mann-Whitney <i>U</i> test and receiver operating characteristic (ROC) curve were used to assess the relationship between the number and spatial distribution of each metric and the efficacy of the treatment, and Spearman's rank correlation was used to assess the correlation of each metric.</p><p><strong>Results: </strong>In 49 NSCLC patients, responders (54.2%) and non-responders (45.8%). Single-indicator analysis revealed a positive correlation between high infiltration of CD8<sup>+</sup> T cells in the stromal area and response to treatment in overall and programmed cell death-ligand 1 (PD-L1) low-expressing patients [CD8<sup>+</sup> T (str) density: overall patient, 38 <i>vs.</i> 16, P=0.03; tumor proportion score (TPS) 1-49% subgroup, 37 <i>vs.</i> 14, P=0.04], with an area under curve (AUC) 0.684 and 0.746, respectively. CD4<sup>+</sup> T cells combined with CD8<sup>+</sup> T cells or CD68<sup>+</sup> macrophages were analyzed and found to be more efficacious than CD4<sup>+</sup>T<sup>hi</sup>CD8<sup>+</sup>T<sup>hi</sup> compared to CD4<sup>+</sup>T<sup>lo</sup>CD8<sup>+</sup>T<sup>lo</sup> in patients with low expression of PD-L1 (P=0.03). Assessment of the nearest neighbor distance (NND) of CD4<sup>+</sup> T cells and their adjacent cells revealed that the closer the CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells in the overall compartment, the better the efficacy in NSCLC patients, especially in patients with low PD-L1 expression [CD4<sup>+</sup> T to CD8<sup>+</sup> T (all) NND: overall patients, 34 <i>vs.</i> 47 μm, P=0.03; TPS 1-49% subgroup, 34 <i>vs.</i> 69 μm, P=0.006], and the AUC was 0.670 and 0.830, respectively. Notably, this favorable spatial interaction may not be dependent on direct contact between CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells within 10/20/30 μm (P>0.05). Furthermore, in overall and PD-L1 low-expressing patients, the closer the distance between CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells, the higher the MVD (overall patients, r=-0.39, P=0.008; TPS 1-49% subgroup, r=-0.49, P=0.01).</p><p><strong>Conclusions: </strong>The baseline intratumoral CD4<sup>+</sup> T-cell-adjacent microenvironment in NSCLC is associated with the efficacy of neoadjuvant immunotherapy for NSCLC, with the closer proximity of pre-treatment CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells, the better the treatment efficacy in NSCLC patients (even especially in the low-expressing PD-L1 population), and is associated with high MVD.</p>\",\"PeriodicalId\":23271,\"journal\":{\"name\":\"Translational lung cancer research\",\"volume\":\"14 3\",\"pages\":\"810-823\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2025-03-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12000951/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Translational lung cancer research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.21037/tlcr-24-886\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/3/26 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational lung cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/tlcr-24-886","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/3/26 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:新辅助化疗免疫治疗改善了非小细胞肺癌(NSCLC)的预后,但缓解率各不相同,强调了对生物标志物的需求。本研究旨在探讨基线肿瘤内CD4+ t细胞邻近微环境对NSCLC新辅助免疫治疗疗效的影响及其与缺氧诱导因子-1α (HIF-1α)、微血管密度(MVD)和癌症相关成纤维细胞(CAFs)的相关性。方法:回顾性收集49例NSCLC患者在新辅助免疫治疗前的肿瘤样本,进行多重免疫组化染色(第一组:DAPI/CK/CD4/CD8/CD68;面板2:DAPI/CK/CD4/HIF-1α/CD31/α-SMA)来表征CD4+ T细胞、CD8+ T细胞、CD68+巨噬细胞、HIF-1α+细胞、HIF-1α+CD4+细胞、MVD和CAF。采用Mann-Whitney U检验和受试者工作特征(receiver operating characteristic, ROC)曲线评价各指标的数量和空间分布与治疗效果的关系,采用Spearman等级相关评价各指标的相关性。结果:在49例NSCLC患者中,有应答者(54.2%)和无应答者(45.8%)。单指标分析显示,在总体和程序性细胞死亡配体1 (PD-L1)低表达患者中,间质区CD8+ T细胞高浸润与治疗反应呈正相关[CD8+ T (str)密度:总体患者,38 vs. 16, P=0.03;肿瘤比例评分(TPS) 1-49%亚组,37 vs. 14, P=0.04],曲线下面积(AUC)分别为0.684和0.746。分析CD4+T细胞联合CD8+T细胞或CD68+巨噬细胞,发现在PD-L1低表达患者中,CD4+ThiCD8+Thi比CD4+TloCD8+Tlo更有效(P=0.03)。CD4+ T细胞及其相邻细胞的最近邻距离(NND)评估显示,CD4+ T细胞和CD8+ T细胞在总腔室中的距离越近,对NSCLC患者的疗效越好,特别是在PD-L1低表达的患者中[CD4+ T对CD8+ T(所有)NND:总体患者34 vs 47 μm, P=0.03;TPS 1-49%亚组,34 vs. 69 μm, P=0.006], AUC分别为0.670和0.830。值得注意的是,这种良好的空间相互作用可能不依赖于CD4+ T细胞和CD8+ T细胞在10/20/30 μm范围内的直接接触(P < 0.05)。此外,在总体和PD-L1低表达患者中,CD4+ T细胞与CD8+ T细胞的距离越近,MVD越高(总体患者,r=-0.39, P=0.008;TPS 1-49%亚组,r=-0.49, P=0.01)。结论:NSCLC基线瘤内CD4+ T细胞邻近微环境与NSCLC新辅助免疫治疗的疗效相关,治疗前CD4+ T细胞和CD8+ T细胞越接近,NSCLC患者(尤其是低表达PD-L1人群)的治疗效果越好,且与MVD高相关。
Closer proximity of pre-treatment CD4+ T cells to CD8+ T cells favor response to neoadjuvant immunotherapy in patients with PD-L1 low-expressing non-small cell lung cancer.
Background: Neoadjuvant chemo-immunotherapy improves non-small cell lung cancer (NSCLC) outcomes, but remission rates vary, emphasizing the need for biomarkers. This study aimed to investigate the impact of the baseline intratumoral CD4+ T-cell-adjacent microenvironment on the efficacy of neoadjuvant immunotherapy in NSCLC and its correlation with hypoxia-inducible factor-1α (HIF-1α), microvessel density (MVD), and cancer-associated fibroblasts (CAFs).
Methods: Tumor samples from 49 NSCLC patients before neoadjuvant immunotherapy were retrospectively collected and subjected to multiplex immunohistochemistry staining (panel 1: DAPI/CK/CD4/CD8/CD68; Panel 2: DAPI/CK/CD4/HIF-1α/CD31/α-SMA) to characterize CD4+ T cells, CD8+ T cells CD68+ macrophages, HIF-1α+ cells, HIF-1α+CD4+ cells, MVD, and CAF. Mann-Whitney U test and receiver operating characteristic (ROC) curve were used to assess the relationship between the number and spatial distribution of each metric and the efficacy of the treatment, and Spearman's rank correlation was used to assess the correlation of each metric.
Results: In 49 NSCLC patients, responders (54.2%) and non-responders (45.8%). Single-indicator analysis revealed a positive correlation between high infiltration of CD8+ T cells in the stromal area and response to treatment in overall and programmed cell death-ligand 1 (PD-L1) low-expressing patients [CD8+ T (str) density: overall patient, 38 vs. 16, P=0.03; tumor proportion score (TPS) 1-49% subgroup, 37 vs. 14, P=0.04], with an area under curve (AUC) 0.684 and 0.746, respectively. CD4+ T cells combined with CD8+ T cells or CD68+ macrophages were analyzed and found to be more efficacious than CD4+ThiCD8+Thi compared to CD4+TloCD8+Tlo in patients with low expression of PD-L1 (P=0.03). Assessment of the nearest neighbor distance (NND) of CD4+ T cells and their adjacent cells revealed that the closer the CD4+ T cells and CD8+ T cells in the overall compartment, the better the efficacy in NSCLC patients, especially in patients with low PD-L1 expression [CD4+ T to CD8+ T (all) NND: overall patients, 34 vs. 47 μm, P=0.03; TPS 1-49% subgroup, 34 vs. 69 μm, P=0.006], and the AUC was 0.670 and 0.830, respectively. Notably, this favorable spatial interaction may not be dependent on direct contact between CD4+ T cells and CD8+ T cells within 10/20/30 μm (P>0.05). Furthermore, in overall and PD-L1 low-expressing patients, the closer the distance between CD4+ T cells and CD8+ T cells, the higher the MVD (overall patients, r=-0.39, P=0.008; TPS 1-49% subgroup, r=-0.49, P=0.01).
Conclusions: The baseline intratumoral CD4+ T-cell-adjacent microenvironment in NSCLC is associated with the efficacy of neoadjuvant immunotherapy for NSCLC, with the closer proximity of pre-treatment CD4+ T cells and CD8+ T cells, the better the treatment efficacy in NSCLC patients (even especially in the low-expressing PD-L1 population), and is associated with high MVD.
期刊介绍:
Translational Lung Cancer Research(TLCR, Transl Lung Cancer Res, Print ISSN 2218-6751; Online ISSN 2226-4477) is an international, peer-reviewed, open-access journal, which was founded in March 2012. TLCR is indexed by PubMed/PubMed Central and the Chemical Abstracts Service (CAS) Databases. It is published quarterly the first year, and published bimonthly since February 2013. It provides practical up-to-date information on prevention, early detection, diagnosis, and treatment of lung cancer. Specific areas of its interest include, but not limited to, multimodality therapy, markers, imaging, tumor biology, pathology, chemoprevention, and technical advances related to lung cancer.