Interplay of somatic alterations and immune infiltration modulates response to PD-1 blockade in advanced clear cell renal cell carcinoma

被引:661
作者
Braun, David A. [1 ,2 ,3 ]
Hou, Yue [1 ,4 ]
Bakouny, Ziad [1 ,2 ]
Ficial, Miriam [2 ,5 ]
Sant' Angelo, Miriam [2 ,5 ]
Forman, Juliet [1 ,3 ,4 ]
Ross-Macdonald, Petra [6 ]
Berger, Ashton C. [3 ]
Jegede, Opeyemi A. [7 ]
Elagina, Liudmilla [3 ]
Steinharter, John [1 ]
Sun, Maxine [1 ]
Wind-Rotolo, Megan [6 ]
Pignon, Jean-Christophe [2 ,5 ]
Cherniack, Andrew D. [1 ,2 ,3 ]
Lichtenstein, Lee [3 ]
Neuberg, Donna [7 ]
Catalano, Paul [2 ,7 ]
Freeman, Gordon J. [1 ,2 ]
Sharpe, Arlene H. [8 ]
McDermott, David F. [2 ,9 ]
Van Allen, Eliezer M. [1 ,2 ,3 ]
Signoretti, Sabina [2 ,5 ,10 ]
Wu, Catherine J. [1 ,2 ,3 ]
Shukla, Sachet A. [1 ,3 ,4 ]
Choueiri, Toni K. [1 ,2 ]
机构
[1] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[2] Harvard Med Sch, Boston, MA 02115 USA
[3] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[4] Dana Farber Canc Inst, Translat Immunogen Lab, Boston, MA 02115 USA
[5] Brigham & Womens Hosp, Dept Pathol, 75 Francis St, Boston, MA 02115 USA
[6] Bristol Myers Squibb, Princeton, NJ USA
[7] Dana Farber Canc Inst, Dept Data Sci, Boston, MA 02115 USA
[8] Harvard Med Sch, Blavatnik Inst, Dept Immunol, Boston, MA 02115 USA
[9] Beth Israel Deaconess Med Ctr, Med Oncol, Boston, MA 02215 USA
[10] Dana Farber Canc Inst, Dept Oncol Pathol, Boston, MA 02115 USA
关键词
CTLA-4; BLOCKADE; CANCER; EXPRESSION; MUTATIONS; THERAPY; HETEROGENEITY; RESISTANCE; EVOLUTION; NIVOLUMAB; PTEN;
D O I
10.1038/s41591-020-0839-y
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
PD-1 blockade has transformed the management of advanced clear cell renal cell carcinoma (ccRCC), but the drivers and resistors of the PD-1 response remain incompletely elucidated. Here, we analyzed 592 tumors from patients with advanced ccRCC enrolled in prospective clinical trials of treatment with PD-1 blockade by whole-exome and RNA sequencing, integrated with immunofluorescence analysis, to uncover the immunogenomic determinants of the therapeutic response. Although conventional genomic markers (such as tumor mutation burden and neoantigen load) and the degree of CD8(+)T cell infiltration were not associated with clinical response, we discovered numerous chromosomal alterations associated with response or resistance to PD-1 blockade. These advanced ccRCC tumors were highly CD8(+)T cell infiltrated, with only 27% having a non-infiltrated phenotype. Our analysis revealed that infiltrated tumors are depleted of favorablePBRM1mutations and enriched for unfavorable chromosomal losses of 9p21.3, as compared with non-infiltrated tumors, demonstrating how the potential interplay of immunophenotypes with somatic alterations impacts therapeutic efficacy. A pooled genetic, transcriptomic and immunopathologic analysis of over 500 tumors from patients with advanced renal cell cancer suggests that response to PD-1 blockade depends on both CD8(+)T cell infiltration and enrichment of tumor-intrinsic somatic alterations.
引用
收藏
页码:909 / +
页数:28
相关论文
共 77 条
[1]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[2]   Understanding the tumor immune microenvironment (TIME) for effective therapy [J].
Binnewies, Mikhail ;
Roberts, Edward W. ;
Kersten, Kelly ;
Chan, Vincent ;
Fearon, Douglas F. ;
Merad, Miriam ;
Coussens, Lisa M. ;
Gabrilovich, Dmitry I. ;
Ostrand-Rosenberg, Suzanne ;
Hedrick, Catherine C. ;
Vonderheide, Robert H. ;
Pittet, Mikael J. ;
Jain, Rakesh K. ;
Zou, Weiping ;
Howcroft, T. Kevin ;
Woodhouse, Elisa C. ;
Weinberg, Robert A. ;
Krummel, Matthew F. .
NATURE MEDICINE, 2018, 24 (05) :541-550
[3]   Clinical Validation of PBRM1 Alterations as a Marker of Immune Checkpoint Inhibitor Response in Renal Cell Carcinoma [J].
Braun, David A. ;
Ishii, Yuko ;
Walsh, Alice M. ;
Van Allen, Eliezer M. ;
Wu, Catherine J. ;
Shukla, Sachet A. ;
Choueiri, Toni K. .
JAMA ONCOLOGY, 2019, 5 (11) :1631-1633
[4]   Absolute quantification of somatic DNA alterations in human cancer [J].
Carter, Scott L. ;
Cibulskis, Kristian ;
Helman, Elena ;
McKenna, Aaron ;
Shen, Hui ;
Zack, Travis ;
Laird, Peter W. ;
Onofrio, Robert C. ;
Winckler, Wendy ;
Weir, Barbara A. ;
Beroukhim, Rameen ;
Pellman, David ;
Levine, Douglas A. ;
Lander, Eric S. ;
Meyerson, Matthew ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2012, 30 (05) :413-+
[5]   Elements of cancer immunity and the cancer-immune set point [J].
Chen, Daniel S. ;
Mellman, Ira .
NATURE, 2017, 541 (7637) :321-330
[6]   Molecular analysis of aggressive renal cell carcinoma with unclassified histology reveals distinct subsets [J].
Chen, Ying-Bei ;
Xu, Jianing ;
Skanderup, Anders Jacobsen ;
Dong, Yiyu ;
Brannon, A. Rose ;
Wang, Lu ;
Won, Helen H. ;
Wang, Patricia I. ;
Nanjangud, Gouri J. ;
Jungbluth, Achim A. ;
Li, Wei ;
Ojeda, Virginia ;
Hakimi, A. Ari ;
Voss, Martin H. ;
Schultz, Nikolaus ;
Motzer, Robert J. ;
Russo, Paul ;
Cheng, Emily H. ;
Giancotti, Filippo G. ;
Lee, William ;
Berger, Michael F. ;
Tickoo, Satish K. ;
Reuter, Victor E. ;
Hsieh, James J. .
NATURE COMMUNICATIONS, 2016, 7
[7]   An Immune Atlas of Clear Cell Renal Cell Carcinoma [J].
Chevrier, Stephane ;
Levine, Jacob Harrison ;
Zanotelli, Vito Riccardo Tomaso ;
Silina, Karina ;
Schulz, Daniel ;
Bacac, Marina ;
Ries, Carola Hermine ;
Ailles, Laurie ;
Jewett, Michael Alexander Spencer ;
Moch, Holger ;
van den Broek, Maries ;
Beisel, Christian ;
Stadler, Michael Beda ;
Gedye, Craig ;
Reis, Bernhard ;
Pe'er, Dana ;
Bodenmiller, Bernd .
CELL, 2017, 169 (04) :736-749
[8]  
CHOUEIRI TK, 2019, J CLIN ONCOL S, V37
[9]   Systemic Therapy for Metastatic Renal-Cell Carcinoma [J].
Choueiri, Toni K. ;
Motzer, Robert J. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (04) :354-366
[10]   Immunomodulatory Activity of Nivolumab in Metastatic Renal Cell Carcinoma [J].
Choueiri, Toni K. ;
Fishman, Mayer N. ;
Escudier, Bernard ;
McDermott, David F. ;
Drake, Charles G. ;
Kluger, Harriet ;
Stadler, Walter M. ;
Perez-Gracia, Jose Luis ;
McNeel, Douglas G. ;
Curti, Brendan ;
Harrison, Michael R. ;
Plimack, Elizabeth R. ;
Appleman, Leonard ;
Fong, Lawrence ;
Albiges, Laurence ;
Cohen, Lewis ;
Young, Tina C. ;
Chasalow, Scott D. ;
Ross-Macdonald, Petra ;
Srivastava, Shivani ;
Jure-Kunkel, Maria ;
Kurland, John F. ;
Simon, Jason S. ;
Sznol, Mario .
CLINICAL CANCER RESEARCH, 2016, 22 (22) :5461-5471