TY - JOUR
T1 - Integrative molecular characterization of gallbladder cancer reveals microenvironment-associated subtypes
AU - Nepal, Chirag
AU - Zhu, Bin
AU - O'Rourke, Colm J
AU - Bhatt, Deepak Kumar
AU - Lee, Donghyuk
AU - Song, Lei
AU - Wang, Difei
AU - Van Dyke, Alison
AU - Choo-Wosoba, Hyoyoung
AU - Liu, Zhiwei
AU - Hildesheim, Allan
AU - Goldstein, Alisa M
AU - Dean, Michael
AU - LaFuente-Barquero, Juan
AU - Lawrence, Scott
AU - Mutreja, Karun
AU - Olanich, Mary E
AU - Bermejo, Justo Lorenzo
AU - Ferreccio, Catterina
AU - Roa, Juan Carlos
AU - Rashid, Asif
AU - Hsing, Ann W
AU - Gao, Yu-Tang
AU - Chanock, Stephen J
AU - Araya, Juan Carlos
AU - Andersen, Jesper B
AU - Koshiol, Jill
AU - CGR Exome Studies Group(,)
N1 - Published by Elsevier B.V.
PY - 2020
Y1 - 2020
N2 - 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 characterize GBC and explore molecular subtypes associated with patient survival.METHODS: We profiled the mutational landscape of GBC tumors (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 tumors by genes whose expression were associated with survival in 47 tumors 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 tumors 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 three subtypes that suggested an association with overall survival post-resection. The two poor-survival subtypes were associated with adverse clinicopathologic features (advanced stage, pN1, pM1), immunosuppressive microenvironments (myeloid-derived suppressor cell accumulation, extensive desmoplasia, hypoxia) and T cell dysfunction, while the good-survival subtype showed the opposite features.CONCLUSION: These data suggest that the tumor microenvironment and immune profiles could play an important role in gallbladder carcinogenesis and should be evaluated in future clinical studies, along with mutational profiles.
AB - 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 characterize GBC and explore molecular subtypes associated with patient survival.METHODS: We profiled the mutational landscape of GBC tumors (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 tumors by genes whose expression were associated with survival in 47 tumors 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 tumors 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 three subtypes that suggested an association with overall survival post-resection. The two poor-survival subtypes were associated with adverse clinicopathologic features (advanced stage, pN1, pM1), immunosuppressive microenvironments (myeloid-derived suppressor cell accumulation, extensive desmoplasia, hypoxia) and T cell dysfunction, while the good-survival subtype showed the opposite features.CONCLUSION: These data suggest that the tumor microenvironment and immune profiles could play an important role in gallbladder carcinogenesis and should be evaluated in future clinical studies, along with mutational profiles.
U2 - 10.1016/j.jhep.2020.11.033
DO - 10.1016/j.jhep.2020.11.033
M3 - Journal article
C2 - 33276026
VL - 7
SP - 1132
EP - 1144
JO - Journal of Hepatology, Supplement
JF - Journal of Hepatology, Supplement
SN - 0169-5185
IS - 5
ER -