Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Medical Faculty, University of Heidelberg, Heidelberg, Germany.
Int J Cancer. 2023 Nov 1;153(9):1623-1634. doi: 10.1002/ijc.34663. Epub 2023 Aug 4.
We conducted the first large genome-wide association study to identify novel genetic variants that predict better (or poorer) prognosis in colorectal cancer patients receiving standard first-line oxaliplatin-based chemotherapy vs chemotherapy without oxaliplatin. We used data from two phase III trials, NCCTG N0147 and NCCTG N9741 and a population-based patient cohort, DACHS. Multivariable Cox proportional hazards models were employed, including an interaction term between each SNP and type of treatment for overall survival (OS) and progression-free survival. The analysis was performed for studies individually, and the results were combined using fixed-effect meta-analyses separately for resected stage III colon cancer (3098 patients from NCCTG N0147 and 549 patients from DACHS) and mCRC (505 patients from NCCTG N9741 and 437 patients from DACHS). We further performed gene-based analysis as well as in silico bioinformatics analysis for CRC-relevant functional genomic annotation of identified loci. In stage III colon cancer patients, a locus on chr22 (rs11912167) was associated with significantly poorer OS after oxaliplatin-based chemotherapy vs chemotherapy without oxaliplatin (P < 5 × 10 ). For mCRC patients, three loci on chr1 (rs1234556), chr12 (rs11052270) and chr15 (rs11858406) were found to be associated with differential OS (P < 5 × 10 ). The locus on chr1 located in the intronic region of RCSD1 was replicated in an independent cohort of 586 mCRC patients from ALGB/SWOG 80405 (P = .04). The GWA gene-based analysis yielded for RCSD1 the most significant association with differential OS in mCRC (P = 6.6 × 10 ). With further investigation into its biological mechanisms, this finding could potentially be used to individualize first-line treatment and improve clinical outcomes.
我们进行了首次全基因组关联研究,以鉴定新的遗传变异,这些变异可预测接受标准一线奥沙利铂为基础的化疗与不含奥沙利铂的化疗的结直肠癌患者的更好(或更差)预后。我们使用了来自两个 III 期试验 NCCTG N0147 和 NCCTG N9741 以及基于人群的患者队列 DACHS 的数据。多变量 Cox 比例风险模型用于包括每个 SNP 与治疗类型之间的交互项,用于总体生存(OS)和无进展生存。该分析分别在研究中进行,结果使用固定效应荟萃分析分别对切除的 III 期结肠癌(来自 NCCTG N0147 的 3098 名患者和来自 DACHS 的 549 名患者)和 mCRC(来自 NCCTG N9741 的 505 名患者和来自 DACHS 的 437 名患者)进行了组合。我们进一步进行了基于基因的分析以及对鉴定出的位点的 CRC 相关功能基因组注释的基于计算的生物信息学分析。在 III 期结肠癌患者中,位于 chr22(rs11912167)上的一个基因座与接受奥沙利铂为基础的化疗与不含奥沙利铂的化疗相比,OS 明显更差(P < 5×10)。对于 mCRC 患者,发现位于 chr1(rs1234556)、chr12(rs11052270)和 chr15(rs11858406)上的三个基因座与 OS 差异相关(P < 5×10)。位于 chr1 上的基因座位于 RCSD1 的内含子区域,在来自 ALGB/SWOG 80405 的 586 名 mCRC 患者的独立队列中得到了复制(P = .04)。基于基因的 GWA 分析对于 mCRC 中 RCSD1 与 OS 差异的相关性最显著(P = 6.6×10)。通过进一步研究其生物学机制,这一发现可能被用于个体化一线治疗并改善临床结局。