Lang Ho Lee, Xin Xu, Thanos Mourikis, Fanying Tang, Lauren Fairchild, Lexiang Ji, Angelo L Grauel, Joel P Wagner, Sebastian Szpakowski, Marc R Pelletier, Lisa Kattenhorn, Laurent Sansregret, Carlotta Costa, Claudia Bossen, Heather Burks, Anna F Farago, Jincheng Wu
{"title":"使用临床和现实世界数据定义原发性和获得性免疫检查点抑制剂耐药时非小细胞肺癌肿瘤微环境的变化","authors":"Lang Ho Lee, Xin Xu, Thanos Mourikis, Fanying Tang, Lauren Fairchild, Lexiang Ji, Angelo L Grauel, Joel P Wagner, Sebastian Szpakowski, Marc R Pelletier, Lisa Kattenhorn, Laurent Sansregret, Carlotta Costa, Claudia Bossen, Heather Burks, Anna F Farago, Jincheng Wu","doi":"10.1158/2767-9764.CRC-24-0605","DOIUrl":null,"url":null,"abstract":"<p><p>Immune checkpoint inhibitors (ICIs) have demonstrated clinical efficacy in non-small cell lung cancer (NSCLC) and extensive research has been conducted to explore biomarkers predictive of ICI response. However, the impact of ICI on the tumor and tumor microenvironment (TME) at primary and acquired resistance states is understudied due to the difficulty of collecting tissue biopsies at disease progression. In this study, we leveraged clinical and real-world data to study ICI resistance. Data used in this work consist of treatment outcome information and tissue RNA-Seq data from advanced-stage NSCLC cohorts from three sources: Tempus RWE database (3 cohorts), one cohort from CANOPY-1 (NCT03631199), a phase 3 clinical trial in 1L NSCLC, and one cohort curated from the academic initiative Stand Up 2 Cancer (SU2C). Our results indicate higher interferon gamma (IFNγ) and T cell exhaustion in patients' tumors at acquired resistance and low levels of B cell and dendritic cells (DC) expression at primary resistance. The lower B cell and DC levels may be primarily driven by prior treatment with a platinum-based chemotherapy regimen. Baseline transcriptomics data additionally suggest that innate immune cells may play an anti-tumor role in PD-L1<1% patients, whereas IFNγ and T cell inflammation are more predictive of ICI treatment outcome in PD-L1<1% patients. Conclusions: Our study suggests a clear divergence of the TME in patients with primary vs. acquired resistance, and a potential role of myeloid cells in the PD-L1 negative population. These findings shed light on potential next-generation therapies to overcome ICI resistance.</p>","PeriodicalId":72516,"journal":{"name":"Cancer research communications","volume":" ","pages":""},"PeriodicalIF":2.0000,"publicationDate":"2025-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Defining non-small cell lung cancer tumor microenvironment changes at primary and acquired immune checkpoint inhibitor resistance using clinical and real-world data.\",\"authors\":\"Lang Ho Lee, Xin Xu, Thanos Mourikis, Fanying Tang, Lauren Fairchild, Lexiang Ji, Angelo L Grauel, Joel P Wagner, Sebastian Szpakowski, Marc R Pelletier, Lisa Kattenhorn, Laurent Sansregret, Carlotta Costa, Claudia Bossen, Heather Burks, Anna F Farago, Jincheng Wu\",\"doi\":\"10.1158/2767-9764.CRC-24-0605\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Immune checkpoint inhibitors (ICIs) have demonstrated clinical efficacy in non-small cell lung cancer (NSCLC) and extensive research has been conducted to explore biomarkers predictive of ICI response. However, the impact of ICI on the tumor and tumor microenvironment (TME) at primary and acquired resistance states is understudied due to the difficulty of collecting tissue biopsies at disease progression. In this study, we leveraged clinical and real-world data to study ICI resistance. Data used in this work consist of treatment outcome information and tissue RNA-Seq data from advanced-stage NSCLC cohorts from three sources: Tempus RWE database (3 cohorts), one cohort from CANOPY-1 (NCT03631199), a phase 3 clinical trial in 1L NSCLC, and one cohort curated from the academic initiative Stand Up 2 Cancer (SU2C). Our results indicate higher interferon gamma (IFNγ) and T cell exhaustion in patients' tumors at acquired resistance and low levels of B cell and dendritic cells (DC) expression at primary resistance. The lower B cell and DC levels may be primarily driven by prior treatment with a platinum-based chemotherapy regimen. Baseline transcriptomics data additionally suggest that innate immune cells may play an anti-tumor role in PD-L1<1% patients, whereas IFNγ and T cell inflammation are more predictive of ICI treatment outcome in PD-L1<1% patients. Conclusions: Our study suggests a clear divergence of the TME in patients with primary vs. acquired resistance, and a potential role of myeloid cells in the PD-L1 negative population. These findings shed light on potential next-generation therapies to overcome ICI resistance.</p>\",\"PeriodicalId\":72516,\"journal\":{\"name\":\"Cancer research communications\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-06-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancer research communications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1158/2767-9764.CRC-24-0605\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer research communications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1158/2767-9764.CRC-24-0605","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
免疫检查点抑制剂(ICI)在非小细胞肺癌(NSCLC)中已经证明了临床疗效,并且已经进行了广泛的研究来探索预测ICI反应的生物标志物。然而,由于在疾病进展时难以收集组织活检,因此ICI对原发性和获得性耐药状态下肿瘤和肿瘤微环境(TME)的影响尚未得到充分研究。在这项研究中,我们利用临床和现实世界的数据来研究ICI耐药性。本研究使用的数据包括来自三个来源的晚期NSCLC队列的治疗结果信息和组织RNA-Seq数据:Tempus RWE数据库(3个队列),一个来自CANOPY-1 (NCT03631199)的队列,一个来自1L NSCLC的3期临床试验,一个来自学术倡议Stand Up 2 Cancer (SU2C)。我们的研究结果表明,获得性耐药患者肿瘤中干扰素γ (IFNγ)和T细胞耗竭较高,而原发性耐药患者肿瘤中B细胞和树突状细胞(DC)表达水平较低。较低的B细胞和DC水平可能主要是由先前以铂为基础的化疗方案治疗所致。基线转录组学数据还表明,先天免疫细胞可能在PD-L1中发挥抗肿瘤作用
Defining non-small cell lung cancer tumor microenvironment changes at primary and acquired immune checkpoint inhibitor resistance using clinical and real-world data.
Immune checkpoint inhibitors (ICIs) have demonstrated clinical efficacy in non-small cell lung cancer (NSCLC) and extensive research has been conducted to explore biomarkers predictive of ICI response. However, the impact of ICI on the tumor and tumor microenvironment (TME) at primary and acquired resistance states is understudied due to the difficulty of collecting tissue biopsies at disease progression. In this study, we leveraged clinical and real-world data to study ICI resistance. Data used in this work consist of treatment outcome information and tissue RNA-Seq data from advanced-stage NSCLC cohorts from three sources: Tempus RWE database (3 cohorts), one cohort from CANOPY-1 (NCT03631199), a phase 3 clinical trial in 1L NSCLC, and one cohort curated from the academic initiative Stand Up 2 Cancer (SU2C). Our results indicate higher interferon gamma (IFNγ) and T cell exhaustion in patients' tumors at acquired resistance and low levels of B cell and dendritic cells (DC) expression at primary resistance. The lower B cell and DC levels may be primarily driven by prior treatment with a platinum-based chemotherapy regimen. Baseline transcriptomics data additionally suggest that innate immune cells may play an anti-tumor role in PD-L1<1% patients, whereas IFNγ and T cell inflammation are more predictive of ICI treatment outcome in PD-L1<1% patients. Conclusions: Our study suggests a clear divergence of the TME in patients with primary vs. acquired resistance, and a potential role of myeloid cells in the PD-L1 negative population. These findings shed light on potential next-generation therapies to overcome ICI resistance.