KEAP1有害突变的转录表型与免疫疗法治疗肺癌的生存结果相关。

IF 10 1区 医学 Q1 ONCOLOGY
Stefano Scalera, Biagio Ricciuti, Daniele Marinelli, Marco Mazzotta, Laura Cipriani, Giulia Bon, Giulia Schiavoni, Irene Terrenato, Alessandro Di Federico, Joao V Alessi, Maurizio Fanciulli, Ludovica Ciuffreda, Francesca De Nicola, Frauke Goeman, Giulio Caravagna, Daniele Santini, Ruggero De Maria, Federico Cappuzzo, Gennaro Ciliberto, Mariam Jamal-Hanjani, Mark M Awad, Nicholas McGranahan, Marcello Maugeri-Saccà
{"title":"KEAP1有害突变的转录表型与免疫疗法治疗肺癌的生存结果相关。","authors":"Stefano Scalera, Biagio Ricciuti, Daniele Marinelli, Marco Mazzotta, Laura Cipriani, Giulia Bon, Giulia Schiavoni, Irene Terrenato, Alessandro Di Federico, Joao V Alessi, Maurizio Fanciulli, Ludovica Ciuffreda, Francesca De Nicola, Frauke Goeman, Giulio Caravagna, Daniele Santini, Ruggero De Maria, Federico Cappuzzo, Gennaro Ciliberto, Mariam Jamal-Hanjani, Mark M Awad, Nicholas McGranahan, Marcello Maugeri-Saccà","doi":"10.1158/1078-0432.CCR-24-0626","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Co-occurring mutations in KEAP1 and STK11/KRAS have emerged as determinants of survival outcomes in patients with non-small cell lung cancer (NSCLC) treated with immunotherapy. However, these mutational contexts identify a fraction of nonresponders to immune checkpoint inhibitors. We hypothesized that KEAP1 wild-type tumors recapitulate the transcriptional footprint of KEAP1 mutations and that this KEAPness phenotype can determine immune responsiveness with higher precision compared to mutation-based models.</p><p><strong>Experimental design: </strong>The Cancer Genome Atlas was used to infer the KEAPness phenotype and explore its immunological correlates at the pan-cancer level. The association between KEAPness and survival outcomes was tested in two independent cohorts of patients with advanced NSCLC treated with immunotherapy and profiled by RNA sequencing (SU2C n = 153; OAK/POPLAR n = 439). The NSCLC TRACERx421 multiregion sequencing study (tumor regions, n = 947) was used to investigate evolutionary trajectories.</p><p><strong>Results: </strong>KEAPness-dominant tumors represented 50% of all NSCLCs and were associated with shorter progression-free survival (PFS) and overall survival (OS) compared to KEAPness-free cases in independent cohorts of patients with NSCLC treated with immunotherapy (SU2C PFS P = 0.042, OS P = 0.008; OAK/POPLAR PFS P = 0.0014, OS P < 0.001). Patients with KEAPness tumors had survival outcomes comparable to those with KEAP1-mutant tumors. In the TRACERx421, KEAPness exhibited limited transcriptional intratumoral heterogeneity and immune exclusion, resembling the KEAP1-mutant disease. This phenotypic state occurred across genetically divergent tumors, exhibiting shared and private cancer genes under positive selection when compared to KEAP1-mutant tumors.</p><p><strong>Conclusions: </strong>We identified a KEAPness phenotype across evolutionary divergent tumors. KEAPness outperforms mutation-based classifiers as a biomarker of inferior survival outcomes in patients with NSCLC treated with immunotherapy.</p>","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":null,"pages":null},"PeriodicalIF":10.0000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Transcriptional Phenocopies of Deleterious KEAP1 Mutations Correlate with Survival Outcomes in Lung Cancer Treated with Immunotherapy.\",\"authors\":\"Stefano Scalera, Biagio Ricciuti, Daniele Marinelli, Marco Mazzotta, Laura Cipriani, Giulia Bon, Giulia Schiavoni, Irene Terrenato, Alessandro Di Federico, Joao V Alessi, Maurizio Fanciulli, Ludovica Ciuffreda, Francesca De Nicola, Frauke Goeman, Giulio Caravagna, Daniele Santini, Ruggero De Maria, Federico Cappuzzo, Gennaro Ciliberto, Mariam Jamal-Hanjani, Mark M Awad, Nicholas McGranahan, Marcello Maugeri-Saccà\",\"doi\":\"10.1158/1078-0432.CCR-24-0626\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Co-occurring mutations in KEAP1 and STK11/KRAS have emerged as determinants of survival outcomes in patients with non-small cell lung cancer (NSCLC) treated with immunotherapy. However, these mutational contexts identify a fraction of nonresponders to immune checkpoint inhibitors. We hypothesized that KEAP1 wild-type tumors recapitulate the transcriptional footprint of KEAP1 mutations and that this KEAPness phenotype can determine immune responsiveness with higher precision compared to mutation-based models.</p><p><strong>Experimental design: </strong>The Cancer Genome Atlas was used to infer the KEAPness phenotype and explore its immunological correlates at the pan-cancer level. The association between KEAPness and survival outcomes was tested in two independent cohorts of patients with advanced NSCLC treated with immunotherapy and profiled by RNA sequencing (SU2C n = 153; OAK/POPLAR n = 439). The NSCLC TRACERx421 multiregion sequencing study (tumor regions, n = 947) was used to investigate evolutionary trajectories.</p><p><strong>Results: </strong>KEAPness-dominant tumors represented 50% of all NSCLCs and were associated with shorter progression-free survival (PFS) and overall survival (OS) compared to KEAPness-free cases in independent cohorts of patients with NSCLC treated with immunotherapy (SU2C PFS P = 0.042, OS P = 0.008; OAK/POPLAR PFS P = 0.0014, OS P < 0.001). Patients with KEAPness tumors had survival outcomes comparable to those with KEAP1-mutant tumors. In the TRACERx421, KEAPness exhibited limited transcriptional intratumoral heterogeneity and immune exclusion, resembling the KEAP1-mutant disease. This phenotypic state occurred across genetically divergent tumors, exhibiting shared and private cancer genes under positive selection when compared to KEAP1-mutant tumors.</p><p><strong>Conclusions: </strong>We identified a KEAPness phenotype across evolutionary divergent tumors. KEAPness outperforms mutation-based classifiers as a biomarker of inferior survival outcomes in patients with NSCLC treated with immunotherapy.</p>\",\"PeriodicalId\":10279,\"journal\":{\"name\":\"Clinical Cancer Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":10.0000,\"publicationDate\":\"2024-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical Cancer Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1158/1078-0432.CCR-24-0626\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Cancer Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1158/1078-0432.CCR-24-0626","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

目的:在接受免疫疗法治疗的非小细胞肺癌(NSCLC)患者中,KEAP1和STK11KRAS的共存突变已成为生存结果的决定因素。然而,这些突变背景确定了一部分对免疫检查点抑制剂无应答的患者。我们假设KEAP1野生型肿瘤再现了KEAP1突变的转录足迹,与基于突变的模型相比,这种KEAPness表型能更精确地确定免疫反应性:实验设计:利用TCGA来推断KEAPness表型,并在泛癌症水平上探索其免疫学相关性。在两组接受免疫疗法并通过RNA-Seq分析的晚期NSCLC患者(SU2C n=153; OAK/POPLAR n=439)中测试了KEAPness与生存结果之间的关联。NSCLC TRACERx421多区域测序研究(肿瘤区域 n=947)被用于研究进化轨迹:结果:KEAPness显性肿瘤占所有NSCLC的50%,在接受免疫疗法治疗的NSCLC患者独立队列中,与无KEAPness病例相比,KEAPness显性肿瘤与较短的无进展生存期(PFS)和总生存期(OS)相关(SU2C PFS P=0.042,OS P=0.008;OAK/POPLAR PFS P=0.0014,OS PC结论:我们在不同进化的肿瘤中发现了一种KEAPness表型。KEAPness作为接受免疫疗法治疗的NSCLC患者劣质生存结果的生物标记物,其效果优于基于突变的分类器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transcriptional Phenocopies of Deleterious KEAP1 Mutations Correlate with Survival Outcomes in Lung Cancer Treated with Immunotherapy.

Purpose: Co-occurring mutations in KEAP1 and STK11/KRAS have emerged as determinants of survival outcomes in patients with non-small cell lung cancer (NSCLC) treated with immunotherapy. However, these mutational contexts identify a fraction of nonresponders to immune checkpoint inhibitors. We hypothesized that KEAP1 wild-type tumors recapitulate the transcriptional footprint of KEAP1 mutations and that this KEAPness phenotype can determine immune responsiveness with higher precision compared to mutation-based models.

Experimental design: The Cancer Genome Atlas was used to infer the KEAPness phenotype and explore its immunological correlates at the pan-cancer level. The association between KEAPness and survival outcomes was tested in two independent cohorts of patients with advanced NSCLC treated with immunotherapy and profiled by RNA sequencing (SU2C n = 153; OAK/POPLAR n = 439). The NSCLC TRACERx421 multiregion sequencing study (tumor regions, n = 947) was used to investigate evolutionary trajectories.

Results: KEAPness-dominant tumors represented 50% of all NSCLCs and were associated with shorter progression-free survival (PFS) and overall survival (OS) compared to KEAPness-free cases in independent cohorts of patients with NSCLC treated with immunotherapy (SU2C PFS P = 0.042, OS P = 0.008; OAK/POPLAR PFS P = 0.0014, OS P < 0.001). Patients with KEAPness tumors had survival outcomes comparable to those with KEAP1-mutant tumors. In the TRACERx421, KEAPness exhibited limited transcriptional intratumoral heterogeneity and immune exclusion, resembling the KEAP1-mutant disease. This phenotypic state occurred across genetically divergent tumors, exhibiting shared and private cancer genes under positive selection when compared to KEAP1-mutant tumors.

Conclusions: We identified a KEAPness phenotype across evolutionary divergent tumors. KEAPness outperforms mutation-based classifiers as a biomarker of inferior survival outcomes in patients with NSCLC treated with immunotherapy.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Clinical Cancer Research
Clinical Cancer Research 医学-肿瘤学
CiteScore
20.10
自引率
1.70%
发文量
1207
审稿时长
2.1 months
期刊介绍: Clinical Cancer Research is a journal focusing on groundbreaking research in cancer, specifically in the areas where the laboratory and the clinic intersect. Our primary interest lies in clinical trials that investigate novel treatments, accompanied by research on pharmacology, molecular alterations, and biomarkers that can predict response or resistance to these treatments. Furthermore, we prioritize laboratory and animal studies that explore new drugs and targeted agents with the potential to advance to clinical trials. We also encourage research on targetable mechanisms of cancer development, progression, and metastasis.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信