Identification and Validation of Stromal Immunotype Predict Survival and Benefit from Adjuvant Chemotherapy in Patients with Muscle-Invasive Bladder Cancer

被引:123
作者
Fu, Hangcheng [1 ,2 ]
Zhu, Yu [1 ,2 ]
Wang, Yiwei [3 ]
Liu, Zheng [1 ,2 ]
Zhang, Junyu [1 ,2 ]
Xie, Huyang [1 ,2 ]
Fu, Qiang [4 ]
Dai, Bo [1 ,2 ]
Ye, Dingwei [1 ,2 ]
Xu, Jiejie [4 ]
机构
[1] Fudan Univ, Shanghai Canc Ctr, Dept Urol, Shanghai 200032, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Med, Peoples Hosp 9, Dept Urol, Shanghai, Peoples R China
[4] Fudan Univ, Sch Basic Med Sci, Dept Biochem & Mol Biol, Shanghai 200032, Peoples R China
基金
中国国家自然科学基金;
关键词
RADICAL CYSTECTOMY; IMMUNE-SYSTEM; EXPRESSION; CELLS; LYMPHOCYTES; SIGNATURE; SUBTYPES;
D O I
10.1158/1078-0432.CCR-17-2687
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: This study aims to construct the stromal immunotype, which could improve the prediction of postsurgical survival and adjuvant platinum-based chemotherapy in muscle-invasive bladder cancer (MIBC). Experimental Design: A total of 118 patients with MIBC from Shanghai Cancer Center, 140 patients with MIBC from Zhongshan Hospital, and 287 patients with MIBC from TCGA cohort were included in the study. Immune cell infiltration was evaluated by IHC staining or CIBERSORT method. Five immune features were selected out of 22 immune features to construct immunotypes based on the LASSO Cox regression model. Results: Using the LASSO model, we classified patients with MIBC into stromal immunotype A subgroup ((CTLNKhigh)-N-high Treg(low)Macrophage(low)MC(low)) and stromal immunotype B subgroup (CTL(low)NK(low)Treg(high)Macrophage(high)MC(high)). Significant differences were found between immunotype A and immunotype B in the combined cohort with 5-year overall survival (OS, 76.0% vs. 44.0%; P < 0.001) and 5-year disease-free survival (DFS, 62.8% vs. 48.3%; P < 0.001). Stromal immunotype was revealed to be an independent prognostic indicator in multivariate analysis in all cohorts separately. Either OS or DFS was not improved by adjuvant chemotherapy (ACT) in pT2 stage patients or pT3+pT4 patients, but further analysis revealed that OS and disease-free was significantly improved by ACT in pT3+pT4 patients (P = 0.016 and P = 0.006, respectively). Finally, stromal immunotype A showed higher immune checkpoint molecules (PD-L1, PD-1, and CTLA-4) expression. Conclusions: The stromal immunotypes could effectively predict survival and recurrence of MIBC. Furthermore, the immunotypes might be a practical predictive tool to identify pT3+pT4 patients who would benefit from ACT. (C) 2018 AACR.
引用
收藏
页码:3069 / 3078
页数:10
相关论文
共 32 条
  • [1] Toll-like receptor 4-dependent contribution of the immune system to anticancer chemotherapy and radiotherapy
    Apetoh, Lionel
    Ghiringhelli, Francois
    Tesniere, Antoine
    Obeid, Michel
    Ortiz, Carla
    Criollo, Alfredo
    Mignot, Gregoire
    Maiuri, M. Chiara
    Ullrich, Evelyn
    Saulnier, Patrick
    Yang, Huan
    Amigorena, Sebastian
    Ryffel, Bernard
    Barrat, Franck J.
    Saftig, Paul
    Levi, Francis
    Lidereau, Rosette
    Nogues, Catherine
    Mira, Jean-Paul
    Chompret, Agnes
    Joulin, Virginie
    Clavel-Chapelon, Francoise
    Bourhis, Jean
    Andre, Fabrice
    Delaloge, Suzette
    Tursz, Thomas
    Kroemer, Guido
    Zitvogel, Laurence
    [J]. NATURE MEDICINE, 2007, 13 (09) : 1050 - 1059
  • [2] Atezolizumab (atezo) as first-line (1L) therapy in cisplatin-ineligible locally advanced/metastatic urothelial carcinoma (mUC): Primary analysis of IMvigor210 cohort 1.
    Balar, Arjun Vasant
    Galsky, Matt D.
    Loriot, Yohann
    Dawson, Nancy Ann
    Necchi, Andrea
    Srinivas, Sandy
    Joseph, Richard Wayne
    Vaishampayan, Ulka N.
    Sridhar, Srikala S.
    Quinn, David I.
    Drakaki, Alexandra
    Duran, Ignacio
    Rosenberg, Jonathan E.
    Powles, Thomas
    Hoffman-Censits, Jean H.
    Cui, Na
    Mariathasan, Sanjeev
    Thastrom, Ann Christine
    Abidoye, Oyewale O.
    Bajorin, Dean F.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (18)
  • [3] The ratio of CD8 to Treg tumor-infiltrating lymphocytes is associated with response to cisplatin-based neoadjuvant chemotherapy in patients with muscle invasive urothelial carcinoma of the bladder
    Baras, Alexander S.
    Drake, Charles
    Liu, Jen-Jane
    Gandhi, Nilay
    Kates, Max
    Hoque, Mohamed O.
    Meeker, Alan
    Hahn, Noah
    Taube, Janis M.
    Schoenberg, Mark P.
    Netto, George
    Bivalacqua, Trinity J.
    [J]. ONCOIMMUNOLOGY, 2016, 5 (05):
  • [4] Immune-based mechanisms of cytotoxic chemotherapy: implications for the design of novel and rationale-based combined treatments against cancer
    Bracci, L.
    Schiavoni, G.
    Sistigu, A.
    Belardelli, F.
    [J]. CELL DEATH AND DIFFERENTIATION, 2014, 21 (01) : 15 - 25
  • [5] 70-Gene Signature as an Aid to Treatment Decisions in Early-Stage Breast Cancer
    Cardoso, F.
    van't Veer, L. J.
    Bogaerts, J.
    Slaets, L.
    Viale, G.
    Delaloge, S.
    Pierga, J. -Y.
    Brain, E.
    Causeret, S.
    DeLorenzi, M.
    Glas, A. M.
    Golfinopoulos, V.
    Goulioti, T.
    Knox, S.
    Matos, E.
    Meulemans, B.
    Neijenhuis, P. A.
    Nitz, U.
    Passalacqua, R.
    Ravdin, P.
    Rubio, I. T.
    Saghatchian, M.
    Smilde, T. J.
    Sotiriou, C.
    Stork, L.
    Straehle, C.
    Thomas, G.
    Thompson, A. M.
    van der Hoeven, J. M.
    Vuylsteke, P.
    Bernards, R.
    Tryfonidis, K.
    Rutgers, E.
    Piccart, M.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2016, 375 (08) : 717 - 729
  • [6] Identification of Distinct Basal and Luminal Subtypes of Muscle-Invasive Bladder Cancer with Different Sensitivities to Frontline Chemotherapy
    Choi, Woonyoung
    Porten, Sima
    Kim, Seungchan
    Willis, Daniel
    Plimack, Elizabeth R.
    Hoffman-Censits, Jean
    Roth, Beat
    Cheng, Tiewei
    Mai Tran
    Lee, I-Ling
    Melquist, Jonathan
    Bondaruk, Jolanta
    Majewski, Tadeusz
    Zhang, Shizhen
    Pretzsch, Shanna
    Baggerly, Keith
    Siefker-Radtke, Arlene
    Czerniak, Bogdan
    Dinney, Colin P. N.
    McConkey, David J.
    [J]. CANCER CELL, 2014, 25 (02) : 152 - 165
  • [7] Adjuvant chemotherapy with cisplatin and gemcitabine versus chemotherapy at relapse in patients with muscle-invasive bladder cancer submitted to radical cystectomy: an Italian, multicenter, randomized phase III trial
    Cognetti, F.
    Ruggeri, E. M.
    Felici, A.
    Gallucci, M.
    Muto, G.
    Pollera, C. F.
    Massidda, B.
    Rubagotti, A.
    Giannarelli, D.
    Boccardo, F.
    [J]. ANNALS OF ONCOLOGY, 2012, 23 (03) : 695 - 700
  • [8] Dual prognostic significance of tumour-associated macrophages in human pancreatic adenocarcinoma treated or untreated with chemotherapy
    Di Caro, Giuseppe
    Cortese, Nina
    Castino, Giovanni Francesco
    Grizzi, Fabio
    Gavazzi, Francesca
    Ridolfi, Cristina
    Capretti, Giovanni
    Mineri, Rossana
    Todoric, Jelena
    Zerbi, Alessandro
    Allavena, Paola
    Mantovani, Alberto
    Marchesi, Federica
    [J]. GUT, 2016, 65 (10) : 1710 - 1720
  • [9] The Role of PD-L1 Expression and Intratumoral Lymphocytes in Response to Perioperative Chemotherapy for Urothelial Carcinoma
    Erlmeier, F.
    Seitz, A. K.
    Hatzichristodoulou, G.
    Stecher, L.
    Retz, M.
    Gschwend, J. E.
    Weichert, W.
    Kuebler, H. R.
    Horn, T.
    [J]. BLADDER CANCER, 2016, 2 (04) : 425 - 432
  • [10] The immune contexture in human tumours: impact on clinical outcome
    Fridman, Wolf Herman
    Pages, Franck
    Sautes-Fridman, Catherine
    Galon, Jerome
    [J]. NATURE REVIEWS CANCER, 2012, 12 (04) : 298 - 306