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
Genomic Medicine Institute, Cleveland Clinic, Cleveland, OH, USA.
Population and Cancer Prevention Program, Case Comprehensive Cancer Center, Cleveland, OH, USA.
BMC Genomics. 2024 Apr 25;25(1):409. doi: 10.1186/s12864-024-10295-1.
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).
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.
We identified a SNP (rs4918567) near RBM20 associated with clonality at a genome-wide significant threshold of 5 × 10, 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.
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.
为了评估种系遗传学对调节结直肠癌中T细胞反应的活跃度和多样性的作用,我们开展了一项全基因组关联研究,以检验2876例来自结直肠癌分子流行病学研究(MECC)参与者的结直肠肿瘤中种系基因变异与T细胞格局定量指标之间的关联。
使用全基因组芯片对种系DNA样本进行基因分型和填充。从石蜡块中提取肿瘤DNA样本,并通过免疫SEQ(Adaptive Biotechnologies,西雅图,华盛顿州)对T细胞受体克隆性和丰度进行定量。由一位胃肠病理学家对每个高倍视野中的肿瘤浸润淋巴细胞(TILs/hpf)进行评分。使用回归模型评估每个变异与三种T细胞特征之间的关联,并对性别、年龄、基因分型平台和总体血统进行校正。使用三个独立数据集进行重复验证。
我们在RBM20附近鉴定出一个单核苷酸多态性(SNP,rs4918567),其与克隆性的关联在全基因组显著阈值5×10时具有统计学意义,在发现和重复验证数据集中的关联方向一致。对这些位点进行表达数量性状(eQTL)分析和计算机功能注释,为潜在的功能作用提供了见解,包括rs4918567处的T等位基因与健康结肠黏膜中ADRA2A的高表达之间存在统计学显著的eQTL(P = 0.012)。
我们的研究表明,种系基因变异与结直肠癌中适应性免疫反应的数量和多样性相关。有必要进一步开展研究,在更多样本中重复这些发现,并研究功能基因组机制。