Author:
Schmit Stephanie L.,Tsai Ya-Yu,Bonner Joseph D.,Sanz-Pamplona Rebeca,Joshi Amit D.,Ugai Tomotaka,Lindsey Sidney S.,Melas Marilena,McDonnell Kevin J.,Idos Gregory E.,Walker Christopher P.,Qu Chenxu,Kast W. Martin,Da Silva Diane M.,Glickman Jonathan N.,Chan Andrew T.,Giannakis Marios,Nowak Jonathan A.,Rennert Hedy S.,Robins Harlan S.,Ogino Shuji,Greenson Joel K.,Moreno Victor,Rennert Gad,Gruber Stephen B.
Abstract
Abstract
Objective
To evaluate the contribution of germline genetics to regulating the briskness and diversity of T cell responses in CRC, we conducted a genome-wide association study to examine the associations between germline genetic variation and quantitative measures of T cell landscapes in 2,876 colorectal tumors from participants in the Molecular Epidemiology of Colorectal Cancer Study (MECC).
Methods
Germline DNA samples were genotyped and imputed using genome-wide arrays. Tumor DNA samples were extracted from paraffin blocks, and T cell receptor clonality and abundance were quantified by immunoSEQ (Adaptive Biotechnologies, Seattle, WA). Tumor infiltrating lymphocytes per high powered field (TILs/hpf) were scored by a gastrointestinal pathologist. Regression models were used to evaluate the associations between each variant and the three T-cell features, adjusting for sex, age, genotyping platform, and global ancestry. Three independent datasets were used for replication.
Results
We identified a SNP (rs4918567) near RBM20 associated with clonality at a genome-wide significant threshold of 5 × 10− 8, with a consistent direction of association in both discovery and replication datasets. Expression quantitative trait (eQTL) analyses and in silico functional annotation for these loci provided insights into potential functional roles, including a statistically significant eQTL between the T allele at rs4918567 and higher expression of ADRA2A (P = 0.012) in healthy colon mucosa.
Conclusions
Our study suggests that germline genetic variation is associated with the quantity and diversity of adaptive immune responses in CRC. Further studies are warranted to replicate these findings in additional samples and to investigate functional genomic mechanisms.
Funder
National Cancer Institute
Mishima Kaiun Memorial Foundation
Japan Society for the Promotion of Science, and Prevent Cancer Foundation
National Cancer Center
National Cancer Coalition
the Agency for Management of University and Research Grants (AGAUR) of the Catalan Government
the Instituto de Salud Carlos III, co-funded by FEDER funds–a way to build Europe
the Spanish Association Against Cancer (AECC) Scientific Foundation
Publisher
Springer Science and Business Media LLC