Molecular heterogeneity in urothelial carcinoma and determinants of clinical benefit to PD-L1 blockade

被引:2
作者
Hamidi, Habib [1 ]
Senbabaoglu, Yasin [1 ]
Beig, Niha [1 ]
Roels, Juliette [1 ]
Manuel, Cyrus [1 ]
Guan, Xiangnan [1 ]
Koeppen, Hartmut [1 ]
Assaf, Zoe June [1 ]
Nabet, Barzin Y. [1 ]
Waddell, Adrian [1 ]
Yuen, Kobe [1 ]
Maund, Sophia [1 ]
Sokol, Ethan [2 ]
Giltnane, Jennifer M. [1 ]
Schedlbauer, Amber [1 ]
Fuentes, Eloisa [1 ]
Cowan, James D. [1 ]
Kadel, Edward E. [1 ]
Degaonkar, Viraj [1 ]
Andreev-Drakhlin, Alexander [1 ]
Williams, Patrick [1 ]
Carter, Corey [1 ]
Gupta, Suyasha [1 ]
Steinberg, Elizabeth [1 ]
Loriot, Yohann [3 ]
Bellmunt, Joaquim [4 ]
Grivas, Petros [5 ]
Rosenberg, Jonathan [6 ]
van der Heijden, Michiel S. [7 ]
Galsky, Matthew D.
Powles, Thomas
Mariathasan, Sanjeev [1 ]
Banchereau, Romain [1 ,8 ]
机构
[1] Genentech Inc, South San Francisco, CA 94080 USA
[2] Fdn Med, Cambridge, MA USA
[3] Univ Paris Saclay, Inst Cancerol Gustave Roussy, Villejuif, France
[4] Dana Farber Canc Inst, Boston, MA USA
[5] Fred Hutchinson Canc Ctr, Seattle, WA USA
[6] Mem Sloan Kettering Canc Ctr, New York, NY USA
[7] Netherlands Canc Inst, Amsterdam, Netherlands
[8] BART Canc Inst, London, England
关键词
SINGLE-ARM; OPEN-LABEL; MULTICENTER; PEMBROLIZUMAB; ATEZOLIZUMAB; PHASE-2; CHEMOTHERAPY; NIVOLUMAB; THERAPY; PLACEBO;
D O I
10.1016/j.ccell.2024.10.016
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Checkpoint inhibitors targeting programmed cell death protein 1 (PD-1)/programmed death-ligand 1 (PD-L1) have revolutionized cancer therapy across many indications including urothelial carcinoma (UC). Because many patients do not benefit, a better understanding of the molecular mechanisms underlying response and resistance is needed to improve outcomes. We profiled tumors from 2,803 UC patients from four late-stage randomized clinical trials evaluating the PD-L1 inhibitor atezolizumab by RNA sequencing (RNA-seq), a targeted DNA panel, immunohistochemistry, and digital pathology. Machine learning identifies four transcriptional subtypes, representing luminal desert, stromal, immune, and basal tumors. Overall survival benefit from atezolizumab over standard-of-care is observed in immune and basal tumors, through different response mechanisms. A self-supervised digital pathology approach can classify molecular subtypes from H&E slides with high accuracy, which could accelerate tumor molecular profiling. This study represents a large integration of UC molecular and clinical data in randomized trials, paving the way for clinical studies tailoring treatment to specific molecular subtypes in UC and other indications.
引用
收藏
页码:2098 / 2112.e4
页数:20
相关论文
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