1. Integrative molecular characterisation of gallbladder cancer reveals micro-environment-associated subtypes
- Author
-
Ann W. Hsing, Alisa M. Goldstein, Stephen J. Chanock, Hyoyoung Choo-Wosoba, Asif Rashid, Juan Carlos Araya, Justo Lorenzo Bermejo, Juan Carlos Roa, Difei Wang, Lei Song, Alison L. Van Dyke, Scott M. Lawrence, Juan Lafuente-Barquero, Colm J O'Rourke, Deepak Kumar Bhatt, Zhiwei Liu, Yu-Tang Gao, Karun Mutreja, Allan Hildesheim, Chirag Nepal, Catterina Ferreccio, Michael Dean, Bin Zhu, Jill Koshiol, DongHyuk Lee, Jesper B. Andersen, and Mary E. Olanich
- Subjects
Male ,0301 basic medicine ,DNA Copy Number Variations ,Carcinogenesis ,Biology ,medicine.disease_cause ,Article ,Transcriptome ,03 medical and health sciences ,0302 clinical medicine ,Aflatoxins ,Exome Sequencing ,Tumor Microenvironment ,medicine ,Humans ,Gallbladder cancer ,Exome ,Neoplasm Staging ,Genetic association ,Hepatology ,Gene Expression Profiling ,Therapies, Investigational ,Gallbladder ,Genomics ,Middle Aged ,medicine.disease ,Survival Analysis ,Desmoplasia ,030104 developmental biology ,medicine.anatomical_structure ,Mutation ,Cancer cell ,Carcinogens ,Cancer research ,Female ,Gallbladder Neoplasms ,030211 gastroenterology & hepatology ,Immunotherapy ,Tumor Suppressor Protein p53 ,medicine.symptom - Abstract
Background & Aims Gallbladder cancer (GBC) is the most common type of biliary tract cancer, but the molecular mechanisms involved in gallbladder carcinogenesis remain poorly understood. In this study, we applied integrative genomics approaches to characterise GBC and explore molecular subtypes associated with patient survival. Methods We profiled the mutational landscape of GBC tumours (whole-exome sequencing on 92, targeted sequencing on 98, in total 190 patients). In a subset (n = 45), we interrogated the matched transcriptomes, DNA methylomes, and somatic copy number alterations. We explored molecular subtypes identified through clustering tumours by genes whose expression was associated with survival in 47 tumours and validated subtypes on 34 publicly available GBC cases. Results Exome analysis revealed TP53 was the most mutated gene. The overall mutation rate was low (median 0.82 Mut/Mb). APOBEC-mediated mutational signatures were more common in tumours with higher mutational burden. Aflatoxin-related signatures tended to be highly clonal (present in ≥50% of cancer cells). Transcriptome-wide survival association analysis revealed a 95-gene signature that stratified all GBC patients into 3 subtypes that suggested an association with overall survival post-resection. The 2 poor-survival subtypes were associated with adverse clinicopathologic features (advanced stage, pN1, pM1), immunosuppressive micro-environments (myeloid-derived suppressor cell accumulation, extensive desmoplasia, hypoxia) and T cell dysfunction, whereas the good-survival subtype showed the opposite features. Conclusion These data suggest that the tumour micro-environment and immune profiles could play an important role in gallbladder carcinogenesis and should be evaluated in future clinical studies, along with mutational profiles. Lay summary Gallbladder cancer is highly fatal, and its causes are poorly understood. We evaluated gallbladder tumours to see if there were differences between tumours in genetic information such as DNA and RNA. We found evidence of aflatoxin exposure in these tumours, and immune cells surrounding the tumours were associated with survival.
- Published
- 2021
- Full Text
- View/download PDF