Immune response drives outcomes in prostate cancer: implications for immunotherapy

被引:65
作者
Meng, Jialin [1 ,2 ,3 ]
Zhou, Yujie [4 ]
Lu, Xiaofan [5 ]
Bian, Zichen [1 ,2 ,3 ]
Chen, Yiding [1 ,2 ,3 ]
Zhou, Jun [1 ,2 ,3 ]
Zhang, Li [1 ,2 ,3 ]
Hao, Zongyao [1 ,2 ,3 ]
Zhang, Meng [1 ,2 ,3 ,6 ]
Liang, Chaozhao [1 ,2 ,3 ]
机构
[1] Anhui Med Univ, Dept Urol, Affiliated Hosp 1, 218th Jixi Rd, Hefei 230022, Peoples R China
[2] Anhui Med Univ, Inst Urol, 218th Jixi Rd, Hefei 230022, Peoples R China
[3] Anhui Med Univ, Anhui Prov Key Lab Genitourinary Dis, 218th Jixi Rd, Hefei 230022, Peoples R China
[4] Shanghai Jiao Tong Univ, Renji Hosp, Sch Med,Minist Hlth,Key Lab Gastroenterol & Hepat, Shanghai Inst Digest Dis,Div Gastroenterol & Hepa, Shanghai, Peoples R China
[5] China Pharmaceut Univ, Res Ctr Biostat & Computat Pharm, State Key Lab Nat Med, Nanjing, Peoples R China
[6] Shenzhen Univ, Affiliated Hosp 3, Urol Inst, Shenzhen, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
immune checkpoint blockade therapy; immune molecular subclassification system; immunotherapy; non‐ negative matrix factorization; prostate cancer; HETEROGENEITY; IDENTIFICATION; RESISTANCE; BLOCKADE; SURVIVAL; STEMNESS; SUBTYPES; THERAPY; REVEALS; CTLA-4;
D O I
10.1002/1878-0261.12887
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The heterogeneity of the immune microenvironment leads to different responses in immune checkpoint blockade therapy. We aimed to propose a robust molecular classification system to investigate the relevance of the immune microenvironment subtype and prognosis of prostate cancer patients, as well as the therapeutic response to immune checkpoint blockade therapy. A total of 1,557 prostate cancer patients were enrolled, including 69 real-world samples from our institute (titled the AHMU-PC cohort). The non-negative matrix factorization algorithm was employed to virtually microdissect patients. The immune enrichment was characterized by a high enrichment of T cell-, B cell-, NK cell-, and macrophage-associated signatures, by which patients were subclassified into nonimmune and immune classes. Subsequently, the immune class was dichotomized into immune-activated and immune-suppressed subtypes based on the stromal signature, represented by the activation of WNT/TGF-beta, TGF-beta 1, and C-ECM signatures. Approximately 14.9% to 24.3% of patients belonged to the immune-activated subtype, which was associated with favorable recurrence-free survival outcomes. In addition, patients in the immune-activated subtype were predicted to benefit more from anti-PD-1/PD-L1 therapy. In conclusion, our study identifies a novel immune molecular classifier that is closely related to clinical prognosis and provides novel insights into immunotherapeutic strategies for prostate cancer patients.
引用
收藏
页码:1358 / 1375
页数:18
相关论文
共 61 条
[1]   Immune Cell-Poor Melanomas Benefit from PD-1 Blockade after Targeted Type I IFN Activation [J].
Bald, Tobias ;
Landsberg, Jennifer ;
Lopez-Ramos, Dorys ;
Renn, Marcel ;
Glodde, Nicole ;
Jansen, Philipp ;
Gaffal, Evelyn ;
Steitz, Julia ;
Tolba, Rene ;
Kalinke, Ulrich ;
Limmer, Andreas ;
Jonsson, Goran ;
Hoelzel, Michael ;
Tueting, Thomas .
CANCER DISCOVERY, 2014, 4 (06) :674-687
[2]   Transforming Growth Factor-β Signaling in Immunity and Cancer [J].
Batlle, Eduard ;
Massague, Joan .
IMMUNITY, 2019, 50 (04) :924-940
[3]   Metagenes and molecular pattern discovery using matrix factorization [J].
Brunet, JP ;
Tamayo, P ;
Golub, TR ;
Mesirov, JP .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (12) :4164-4169
[4]   Chromosome 9p copy number gains involving PD-L1 are associated with a specific proliferation and immune-modulating gene expression program active across major cancer types [J].
Budczies, Jan ;
Denkert, Carsten ;
Gyorffy, Balazs ;
Schirmacher, Peter ;
Stenzinger, Albrecht .
BMC MEDICAL GENOMICS, 2017, 10 :74
[5]   Impact of TP53 mutations on efficacy of PD-1 targeted immunotherapy in non-small cell lung cancer (NSCLC). [J].
Carlisle, Jennifer Wilkinson ;
Nhu Thi Nho ;
Kim, Chaejin ;
Chen, Zhengjia ;
Li, Shiyong ;
Hill, Charles ;
Ramalingam, Suresh S. ;
Sica, Gabriel ;
Owonikoko, Taofeek Kunle .
JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (15)
[6]   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
[7]   Cancer prevention and therapy through the modulation of the tumor microenvironment [J].
Casey, Stephanie C. ;
Amedei, Amedeo ;
Aquilano, Katia ;
Azmi, Asfar S. ;
Benencia, Fabian ;
Bhakta, Dipita ;
Bilsland, Alan E. ;
Boosani, Chandra S. ;
Chen, Sophie ;
Ciriolo, Maria Rosa ;
Crawford, Sarah ;
Fujii, Hiromasa ;
Georgakilas, Alexandros G. ;
Guha, Gunjan ;
Halicka, Dorota ;
Helferich, William G. ;
Heneberg, Petr ;
Honoki, Kanya ;
Keith, W. Nicol ;
Kerkar, Sid P. ;
Mohammed, Sulma I. ;
Niccolai, Elena ;
Nowsheen, Somaira ;
Rupasinghe, H. P. Vasantha ;
Samadi, Abbas ;
Singh, Neetu ;
Talib, Wamidh H. ;
Venkateswaran, Vasundara ;
Whelan, Richard L. ;
Yang, Xujuan ;
Felsher, Dean W. .
SEMINARS IN CANCER BIOLOGY, 2015, 35 :S199-S223
[8]   Oncology Meets Immunology: The Cancer-Immunity Cycle [J].
Chen, Daniel S. ;
Mellman, Ira .
IMMUNITY, 2013, 39 (01) :1-10
[9]   The Hypermethylation of Foxp3 Promoter Impairs the Function of Treg Cells in EAP [J].
Chen, Jing ;
Zhan, Changsheng ;
Zhang, Li ;
Zhang, Ligang ;
Liu, Yi ;
Zhang, Yong ;
Du, Hexi ;
Liang, Chaozhao ;
Chen, Xianguo .
INFLAMMATION, 2019, 42 (05) :1705-1718
[10]   Identification and validation of novel microenvironment-based immune molecular subgroups of head and neck squamous cell carcinoma: implications for immunotherapy [J].
Chen, Y. -P. ;
Wang, Y. -Q. ;
Lv, J. -W. ;
Li, Y. -Q. ;
Chua, M. L. K. ;
Le, Q. -T. ;
Lee, N. ;
Colevas, A. Dimitrios ;
Seiwert, T. ;
Hayes, D. N. ;
Riaz, N. ;
Vermorken, J. B. ;
O'Sullivan, B. ;
He, Q. -M. ;
Yang, X. -J. ;
Tang, L. -L. ;
Mao, Y. -P. ;
Sun, Y. ;
Liu, N. ;
Ma, J. .
ANNALS OF ONCOLOGY, 2019, 30 (01) :68-75