Classification of Muscle-Invasive Bladder Cancer Based on Immunogenomic Profiling

被引:17
作者
Zhou, Xianghong [1 ,2 ]
Qiu, Shi [1 ,2 ]
Nie, Ling [3 ]
Jin, Di [1 ,2 ]
Jin, Kun [1 ,2 ]
Zheng, Xiaonan [1 ,2 ]
Yang, Lu [1 ,2 ]
Wei, Qiang [1 ,2 ]
机构
[1] Sichuan Univ, Inst Urol, Dept Urol, West China Hosp,Natl Clin Res Ctr Geriatr, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Ctr Biomed Big Data, Chengdu, Peoples R China
[3] Sichuan Univ, Dept Pathol, West China Hosp, Chengdu, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2020年 / 10卷
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
muscle-invasive bladder cancer; tumor immunity; tumor microenvironment; the cancer genome atlas; bioinformatics; UROTHELIAL CARCINOMA; IMMUNE CELLS; LANDSCAPE; BLOCKADE; IMMUNOTHERAPY; MULTICENTER; EXPRESSION; GENES;
D O I
10.3389/fonc.2020.01429
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
There is a significant heterogeneity in the immunotherapeutic responsiveness of each muscle-invasive bladder cancer (MIBC) patient. In our research, we aimed to identify a novel classification of MIBC based on immunogenomic profiling that may facilitate the reasonable stratification of prognosis and response to immunotherapy. The single-sample gene-set enrichment analysis (ssGSEA) was used to analyze the RNA-seq data of 29 important immune signatures from TCGA. Unsupervised hierarchical clustering was performed to identify an immunogenomic classification of MIBC. Then, we assessed the features of the classification in prognosis, immune infiltration, tumor-infiltration lymphocytes, HLA genes, and PD-L1 expression level. A total of 399 MIBC samples were included and three subtypes named Immunity_High, Immunity_Medium, and Immunity_Low were identified. The Immunity_High had a significant advantage in overall survival over the Immunity_Medium and Immunity_Low (p= 0.046 andp= 0.024). From Immunity_Low to Immunity_High, immune cell infiltration and stromal content showed an upward trend (p< 0.001). Meanwhile, Immunity_High was associated with a significantly higher proportion of TILs including dendritic cells resting, macrophages M1, mast cells resting, T cells CD4 memory activated, and T cells CD8(+). And the expression levels of all HLA genes and PD-L1 of Immunity_High were the highest, consistent (p< 0.001). Two hundred ninety eight MIBC patients treated with immunotherapy from the IMvigor210 were included to form an independent validation cohort to verify the robustness of immunogenomic classification and the ability to predict the response to immunotherapy. This classification had potential clinical implications for predicting prognosis and immunotherapeutic responsiveness of MIBC patients.
引用
收藏
页数:14
相关论文
共 47 条
[1]   Signatures of mutational processes in human cancer [J].
Alexandrov, Ludmil B. ;
Nik-Zainal, Serena ;
Wedge, David C. ;
Aparicio, Samuel A. J. R. ;
Behjati, Sam ;
Biankin, Andrew V. ;
Bignell, Graham R. ;
Bolli, Niccolo ;
Borg, Ake ;
Borresen-Dale, Anne-Lise ;
Boyault, Sandrine ;
Burkhardt, Birgit ;
Butler, Adam P. ;
Caldas, Carlos ;
Davies, Helen R. ;
Desmedt, Christine ;
Eils, Roland ;
Eyfjord, Jorunn Erla ;
Foekens, John A. ;
Greaves, Mel ;
Hosoda, Fumie ;
Hutter, Barbara ;
Ilicic, Tomislav ;
Imbeaud, Sandrine ;
Imielinsk, Marcin ;
Jaeger, Natalie ;
Jones, David T. W. ;
Jones, David ;
Knappskog, Stian ;
Kool, Marcel ;
Lakhani, Sunil R. ;
Lopez-Otin, Carlos ;
Martin, Sancha ;
Munshi, Nikhil C. ;
Nakamura, Hiromi ;
Northcott, Paul A. ;
Pajic, Marina ;
Papaemmanuil, Elli ;
Paradiso, Angelo ;
Pearson, John V. ;
Puente, Xose S. ;
Raine, Keiran ;
Ramakrishna, Manasa ;
Richardson, Andrea L. ;
Richter, Julia ;
Rosenstiel, Philip ;
Schlesner, Matthias ;
Schumacher, Ton N. ;
Span, Paul N. ;
Teague, Jon W. .
NATURE, 2013, 500 (7463) :415-+
[2]   Patterns of Immune Infiltration in Breast Cancer and Their Clinical Implications: A Gene-Expression-Based Retrospective Study [J].
Ali, H. Raza ;
Chlon, Leon ;
Pharoah, Paul D. P. ;
Markowetz, Florian ;
Caldas, Carlos .
PLOS MEDICINE, 2016, 13 (12)
[3]   Spatiotemporal Dynamics of Intratumoral Immune Cells Reveal the Immune Landscape in Human Cancer [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Waldner, Maximilian ;
Obenauf, Anna C. ;
Angell, Helen ;
Fredriksen, Tessa ;
Lafontaine, Lucie ;
Berger, Anne ;
Bruneval, Patrick ;
Fridman, Wolf Herman ;
Becker, Christoph ;
Pages, Franck ;
Speicher, Michael R. ;
Trajanoski, Zlatko ;
Galon, Jerome .
IMMUNITY, 2013, 39 (04) :782-795
[4]   Phase I Study of Single-Agent Anti-Programmed Death-1 (MDX-1106) in Refractory Solid Tumors: Safety, Clinical Activity, Pharmacodynamics, and Immunologic Correlates [J].
Brahmer, Julie R. ;
Drake, Charles G. ;
Wollner, Ira ;
Powderly, John D. ;
Picus, Joel ;
Sharfman, William H. ;
Stankevich, Elizabeth ;
Pons, Alice ;
Salay, Theresa M. ;
McMiller, Tracee L. ;
Gilson, Marta M. ;
Wang, Changyu ;
Selby, Mark ;
Taube, Janis M. ;
Anders, Robert ;
Chen, Lieping ;
Korman, Alan J. ;
Pardoll, Drew M. ;
Lowy, Israel ;
Topalian, Suzanne L. .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (19) :3167-3175
[5]   A Systematic Review of Immunotherapy in Urologic Cancer: Evolving Roles for Targeting of CTLA-4, PD-1/PD-L1, and HLA-G [J].
Carosella, Edgardo D. ;
Ploussard, Guillaume ;
LeMaoult, Joel ;
Desgrandchamps, Francois .
EUROPEAN UROLOGY, 2015, 68 (02) :267-279
[6]   Unwrapping the genomic characteristics of urothelial bladder cancer and successes with immune checkpoint blockade therapy [J].
Cheng, Wen ;
Fu, Dian ;
Xu, Feng ;
Zhang, Zhengyu .
ONCOGENESIS, 2018, 7
[7]   Patient HLA class I genotype influences cancer response to checkpoint blockade immunotherapy [J].
Chowell, Diego ;
Morris, Luc G. T. ;
Grigg, Claud M. ;
Weber, Jeffrey K. ;
Samstein, Robert M. ;
Makarov, Vladimir ;
Kuo, Fengshen ;
Kendall, Sviatoslav M. ;
Requena, David ;
Riaz, Nadeem ;
Greenbaum, Benjamin ;
Carroll, James ;
Garon, Edward ;
Hyman, David M. ;
Zehir, Ahmet ;
Solit, David ;
Berger, Michael ;
Zhou, Ruhong ;
Rizvi, Naiyer A. ;
Chan, Timothy A. .
SCIENCE, 2018, 359 (6375) :582-+
[8]   NCCN Guidelines® Insights Bladder Cancer, Version 2.2016 Featured Updates to the NCCN Guidelines [J].
Clark, Peter E. ;
Spiess, Philippe E. ;
Agarwal, Neeraj ;
Bangs, Rick ;
Boorjian, Stephen A. ;
Buyyounouski, Mark K. ;
Efstathiou, Jason A. ;
Flaig, Thomas W. ;
Friedlander, Terence ;
Greenberg, Richard E. ;
Guru, Khurshid A. ;
Hahn, Noah ;
Herr, Harry W. ;
Holmes, Christopher ;
Inman, Brant A. ;
Kader, A. Karim ;
Kibel, Adam S. ;
Kuzel, Timothy M. ;
Lele, Subodh M. ;
Meeks, Joshua J. ;
Michalski, Jeff ;
Montgomery, Jeffrey S. ;
Pagliaro, Lance C. ;
Pal, Sumanta K. ;
Patterson, Anthony ;
Petrylak, Daniel ;
Plimack, Elizabeth R. ;
Pohar, Kamal S. ;
Porter, Michael P. ;
Sexton, Wade J. ;
Siefker-Radtke, Arlene O. ;
Sonpavde, Guru ;
Tward, Jonathan ;
Wile, Geoffrey ;
Dwyer, Mary A. ;
Smith, Courtney .
JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2016, 14 (10) :1213-1224
[9]   Immunodivergence in Metastatic Colorectal Cancer [J].
de Andrea, Carlos E. ;
Schalper, Kurt A. ;
Sanmamed, Miguel F. ;
Melero, Ignacio .
CANCER CELL, 2018, 34 (06) :876-878
[10]   Randomized Phase II/III Trial Assessing Gemcitabine/Carboplatin and Methotrexate/Carboplatin/Vinblastine in Patients With Advanced Urothelial Cancer "Unfit" for Cisplatin-Based Chemotherapy: Phase II-Results of EORTC Study 30986 [J].
De Santis, Maria ;
Bellmunt, Joaquim ;
Mead, Graham ;
Kerst, J. Martijn ;
Leahy, Michael ;
Maroto, Pablo ;
Skoneczna, Iwona ;
Marreaud, Sandrine ;
de Wit, Ronald ;
Sylvester, Richard .
JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (33) :5634-5639