Department of Gastroenterology, The First Affiliated Hospital of Soochow University, 188 Shizi Road, Suzhou, 215006, China.
Department of Bioinformatics, Center for Systems Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou, China.
J Exp Clin Cancer Res. 2023 Jan 30;42(1):36. doi: 10.1186/s13046-023-02611-6.
Genetic background plays an important role in the occurrence and development of gastric cancer (GC). With the application of genome-wide association study (GWAS), an increasing number of tumor susceptibility genes in gastric cancer have been discovered. While little of them can be further applicated in clinical diagnosis and treatment due to the lack of in-depth analysis.
A GWAS of peripheral blood leukocytes from GC patients was performed to identify and obtain genetic background data. In combination with a clinical investigation, key SNP mutations and mutated genes were screened. Via in vitro and in vivo experiments, the function of the mutated gene was verified in GC. Via a combination of molecular function studies and amino acid network analysis, co-mutations were discovered and further identified as potential therapeutic targets.
At the genetic level, the G allele of rs104886038 in DHCR7 was a protective factor identified by the GWAS. Clinical investigation showed that patients with the rs104886038 A/G genotype, age ≥ 60, smoking ≥ 10 cigarettes/day, heavy drinking and H. pylori infection were independent risk factors for GC, with odds ratios of 12.33 (95% CI, 2.10 ~ 72.54), 20.42 (95% CI, 2.46 ~ 169.83), and 11.39 (95% CI, 1.82 ~ 71.21), respectively. Then molecular function studies indicated that DHCR7 regulated cell proliferation, migration, and invasion as well as apoptosis resistance via cellular cholesterol biosynthesis pathway. Further amino acid network analysis based on the predicted structure of DHCR7 and experimental verification indicated that rs104886035 and rs104886038 co-mutation reduced the stability of DHCR7 and induced its degradation. DHCR7 mutation suppressed the malignant behaviour of GC cells and induced apoptosis via inhibition on cell cholesterol biosynthesis.
In this work, we provided a comprehensive multi-dimensional analysis strategy which can be applied to in-depth exploration of GWAS data. DHCR7 and its mutation sites identified by this strategy are potential theratic targets of GC via inhibition of cholesterol biosynthesis.
遗传背景在胃癌(GC)的发生和发展中起着重要作用。随着全基因组关联研究(GWAS)的应用,越来越多的胃癌肿瘤易感性基因被发现。然而,由于缺乏深入的分析,其中很少有基因能够进一步应用于临床诊断和治疗。
对 GC 患者外周血白细胞进行 GWAS,以获取遗传背景数据。结合临床调查,筛选关键 SNP 突变和突变基因。通过体外和体内实验,在 GC 中验证突变基因的功能。通过分子功能研究和氨基酸网络分析相结合,发现并进一步鉴定共突变作为潜在的治疗靶点。
在遗传水平上,GWAS 鉴定出 DHCR7 中 rs104886038 的 G 等位基因是一个保护性因素。临床调查显示,rs104886038 的 A/G 基因型、年龄≥60 岁、吸烟≥10 支/天、大量饮酒和 H. pylori 感染是 GC 的独立危险因素,比值比分别为 12.33(95%可信区间,2.1072.54)、20.42(95%可信区间,2.46169.83)和 11.39(95%可信区间,1.82~71.21)。然后,分子功能研究表明,DHCR7 通过细胞胆固醇生物合成途径调节细胞增殖、迁移和侵袭以及抗凋亡。进一步基于 DHCR7 预测结构和实验验证的氨基酸网络分析表明,rs104886035 和 rs104886038 共突变降低了 DHCR7 的稳定性并诱导其降解。DHCR7 突变通过抑制细胞胆固醇生物合成抑制 GC 细胞的恶性行为并诱导细胞凋亡。
在这项工作中,我们提供了一种全面的多维分析策略,可应用于 GWAS 数据的深入探索。通过该策略鉴定的 DHCR7 及其突变位点通过抑制胆固醇生物合成成为 GC 的潜在治疗靶点。