A classification based on tumor-stroma ratio and tumor budding for patients with muscle-invasive bladder cancer

被引:6
作者
Liu, Junqiang [1 ]
Li, Chun [2 ]
Huang, Kai [1 ]
Aldanakh, Abdullah [1 ]
Yang, Deyong [1 ]
Wang, Jianbo [1 ]
Sun, Xiuzhen [3 ]
Song, Xishuang [1 ]
机构
[1] Dalian Med Univ, Dept Urol, Affiliated Hosp 1, Lianhe Rd 193, Dalian 116011, Liaoning, Peoples R China
[2] Dalian Univ, Cent Lab, Affiliated Zhongshan Hosp, Dalian, Peoples R China
[3] Dalian Med Univ, Dept Otorhinolaryngol, Affiliated Hosp 2, Zhongshan Rd 467, Dalian 116023, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Muscle-invasive bladder cancer; tumor-stroma ratio; tumor budding; prognosis; TCGA; CHEMOTHERAPY; SENSITIVITY; MICROENVIRONMENT; EXPRESSION; MUTATIONS; SUBTYPES; IMPACT;
D O I
10.1080/14737140.2022.2012158
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Tumor-stroma ratio (TSR) and tumor budding (TB) play important roles in muscle-invasive bladder cancer (MIBC). We developed a rating system (TSR-TB type) based on the morphological evaluation of TSR and TB for predicting patient outcome and using individualized care. Methods TSR and TB were assessed in publicly accessible MIBC tumor slides from the TCGA database. MIBC patients were classified as low stromal or high stromal type based on TSR, and high stromal type was further classified as compartmentalized or mixed stromal type based on TB. Results TSR-TB type was an independent adverse prognostic factor for OS (P < 0.001). Low stromal type had a greater prognosis (P < 0.001) and were enriched for FGFR3 mutations (P = 0.001). The mixed stromal type was distinguished by increased M2 macrophage penetration (P < 0.001), anti-tumor immune activity, DNA repair pathway mutations, and poor survival. GSEA showed that certain cancer-related pathways, such as mitotic spindle, PI3K-AKT-MTOR signalingwere hyperactivated in high stromal type (all FDR<0.05). Furthermore, mixed stromal type demonstrated enhanced activation of epithelial mesenchymal transformation (EMT), inflammatory response (all FDR<0.05). Conclusion TSR and TB-based MIBC classification coincides with patient survival and molecular alterations. The identified subtypes may have important implications for individualized MIBC therapy.
引用
收藏
页码:323 / 330
页数:8
相关论文
共 36 条
[1]   The effect of tumor invasion patterns on pathologic stage of bladder urothelial carcinomas [J].
Bircan, S ;
Candir, O ;
Kapucuoglu, N .
PATHOLOGY & ONCOLOGY RESEARCH, 2005, 11 (02) :87-91
[2]   Putting tumours in context [J].
Bissell, MJ ;
Radisky, D .
NATURE REVIEWS CANCER, 2001, 1 (01) :46-54
[3]   Automated tumour budding quantification by machine learning augments TNM staging in muscle-invasive bladder cancer prognosis [J].
Brieu, Nicolas ;
Gavriel, Christos G. ;
Nearchou, Ines P. ;
Harrison, David J. ;
Schmidt, Guenter ;
Caie, Peter D. .
SCIENTIFIC REPORTS, 2019, 9 (1)
[4]   Targeted therapies for advanced bladder cancer: new strategies with FGFR inhibitors [J].
Casadei, Chiara ;
Dizman, Nazli ;
Schepisi, Giuseppe ;
Cursano, Maria Concetta ;
Basso, Umberto ;
Santini, Daniele ;
Pal, Sumanta K. ;
De Giorgi, Ugo .
THERAPEUTIC ADVANCES IN MEDICAL ONCOLOGY, 2019, 11
[5]   Genetic Alterations in the Molecular Subtypes of Bladder Cancer: Illustration in the Cancer Genome Atlas Dataset [J].
Choi, Woonyoung ;
Ochoa, Andrea ;
McConkey, David J. ;
Aine, Mattias ;
Hoglund, Mattias ;
Kim, William Y. ;
Real, Francisco X. ;
Kiltie, Anne E. ;
Milsom, Ian ;
Dyrskjot, Lars ;
Lerner, Seth P. .
EUROPEAN UROLOGY, 2017, 72 (03) :354-365
[6]   Identification of Distinct Basal and Luminal Subtypes of Muscle-Invasive Bladder Cancer with Different Sensitivities to Frontline Chemotherapy [J].
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. .
CANCER CELL, 2014, 25 (02) :152-165
[7]   Tumor Microenvironment and Immunotherapy: The Whole Picture Is Better Than a Glimpse [J].
Church, Sarah E. ;
Galon, Jerome .
IMMUNITY, 2015, 43 (04) :631-633
[8]   Checkpoint blockade for cancer therapy: revitalizing a suppressed immune system [J].
de Coana, Yago Pico ;
Choudhury, Aniruddha ;
Kiessling, Rolf .
TRENDS IN MOLECULAR MEDICINE, 2015, 21 (08) :482-491
[9]   Impact of ERBB2 mutations on in vitro sensitivity of bladder cancer to lapatinib [J].
de Martino, Michela ;
Zhuang, Dazhong ;
Klatte, Tobias ;
Rieken, Malte ;
Roupret, Morgan ;
Xylinas, Evanguelos ;
Clozel, Thomas ;
Krzywinski, Martin ;
Elemento, Olivier ;
Shariat, Shahrokh F. .
CANCER BIOLOGY & THERAPY, 2014, 15 (09) :1239-1247
[10]   Impact of Immune and Stromal Infiltration on Outcomes Following Bladder-Sparing Trimodality Therapy for Muscle-Invasive Bladder Cancer [J].
Efstathiou, Jason A. ;
Mouw, Kent W. ;
Gibb, Ewan A. ;
Liu, Yang ;
Wu, Chin-Lee ;
Drumm, Michael R. ;
da Costa, Jose Batista ;
du Plessis, Marguerite ;
Wang, Natalie Q. ;
Davicioni, Elai ;
Feng, Felix Y. ;
Seiler, Roland ;
Black, Peter C. ;
Shipley, William U. ;
Miyamoto, David T. .
EUROPEAN UROLOGY, 2019, 76 (01) :59-68