Discipline of Genetics, Faculty of Medicine, Memorial University, St. John's, NL, Canada.
Discipline of Medicine, Faculty of Medicine, Memorial University, St. John's, NL, Canada.
Mol Oncol. 2021 Dec;15(12):3329-3347. doi: 10.1002/1878-0261.13067. Epub 2021 Aug 5.
We aimed to examine the associations of a genome-wide set of single nucleotide polymorphisms (SNPs) and 254 copy number variations (CNVs) and/or insertion/deletions (INDELs) with clinical outcomes in colorectal cancer patients (n = 505). We also aimed to investigate whether their associations changed (e.g., appeared, diminished) over time. Multivariable Cox proportional hazards and piece-wise Cox regression models were used to examine the associations. The Cancer Genome Atlas (TCGA) datasets were used for replication purposes and to examine the gene expression differences between tumor and nontumor tissue samples. A common SNP (WBP11-rs7314075) was associated with disease-specific survival with P-value of 3.2 × 10 . Association of this region with disease-specific survival was also detected in the TCGA patient cohort. Two expression quantitative trait loci (eQTLs) were identified in this locus that were implicated in the regulation of ERP27 expression. Interestingly, expression levels of ERP27 and WBP11 were significantly different between colorectal tumors and nontumor tissues. Three SNPs predicted the risk of recurrent disease only after 5 years postdiagnosis. Overall, our study identified novel variants, one of which also showed an association in the TCGA dataset, but no CNVs/INDELs, that associated with outcomes in colorectal cancer. Three SNPs were candidate predictors of long-term recurrence/metastasis risk.
我们旨在研究全基因组单核苷酸多态性(SNP)和 254 个拷贝数变异(CNV)和/或插入/缺失(INDEL)与结直肠癌患者临床结局的关联(n=505)。我们还旨在研究它们的关联是否随时间变化(例如,出现、减少)。多变量 Cox 比例风险和分段 Cox 回归模型用于检查关联。癌症基因组图谱(TCGA)数据集用于复制目的,并检查肿瘤和非肿瘤组织样本之间的基因表达差异。一个常见的 SNP(WBP11-rs7314075)与疾病特异性生存相关,P 值为 3.2×10-7。在 TCGA 患者队列中也检测到该区域与疾病特异性生存的关联。在该区域鉴定出两个表达数量性状基因座(eQTLs),它们参与了 ERP27 表达的调节。有趣的是,ERP27 和 WBP11 的表达水平在结直肠肿瘤和非肿瘤组织之间存在显著差异。三个 SNP 仅在诊断后 5 年内预测复发疾病的风险。总体而言,我们的研究确定了新的变体,其中一个变体在 TCGA 数据集中也显示出关联,但没有 CNV/INDEL,与结直肠癌的结局相关。三个 SNP 是长期复发/转移风险的候选预测因子。