Fan Wenhai, Wu Zhenjiang, Xu Shenghao, Liu Zhiheng, Huang Yiming, Wang Pan
Department of Gastrointestinal Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan Province, China.
Department of Gastrointestinal Surgery, Institute of Hepatobiliology and Pancreaticoenterology of the Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Sci Rep. 2025 Jan 28;15(1):3537. doi: 10.1038/s41598-025-88118-w.
This study aimed to elucidate the potential causal relationship between 4,907 plasma proteins and the risk of gastric cancer using a two-sample Mendelian randomization approach. We utilized genome-wide association study (GWAS) data to perform two-sample Mendelian randomization analyses, treating the 4,907 plasma proteins as exposure factors and gastric cancer as the outcome. Instrumental variables for plasma proteins were selected based on strongly correlated SNPs identified through data processing and screening of the GWAS data provided by the deCode database. We employed a set of statistical methods centered on inverse variance weighting (IVW) for Mendelian randomization analysis to estimate the odds ratios (ORs) for the effects of these plasma proteins on gastric cancer susceptibility. According to the IVW method, 14 plasma proteins were associated with gastric cancer (p < 0.005). Specifically, CHST15 (OR = 0.7553, 95% CI = 0.6346 - 0.8988), L1CAM (OR = 0.7230, 95% CI = 0.5876 - 0.8896), FTMT (OR = 0.8246, 95% CI = 0.7241 - 0.9391), and PMM2 (OR = 0.5767, 95% CI = 0.3943 - 0.8433) were negatively correlated with GASTRIC CANCER, whereas ABO (OR = 1.1868, 95% CI = 1.0638 - 1.3240), FAM3D (OR = 1.2109, 95% CI = 1.0850 - 1.3515), FAM3B (OR = 1.2988, 95% CI = 1.0953 - 1.5402), ADH7 (OR = 1.3568, 95% CI = 1.1044 - 1.6670), MAP1LC3A (OR = 1.3704, 95% CI = 1.1194 - 1.6778), PGLYRP1 (OR = 1.4071, 95% CI = 1.1235 - 1.7623), PDE5A (OR = 1.7446, 95% CI = 1.2693 - 2.3978), GLUL (OR = 3.1203, 95% CI = 1.5017 - 6.4839), NFE2L1 (OR = 3.1759, 95% CI = 1.6163 - 6.2402), and MAFG (OR = 3.1945, 95% CI = 1.5329 - 6.6575) were positively correlated. Convergent results from Weighted Median and MR-Egger analyses confirmed these associations. Reverse Mendelian randomization analysis indicated that gastric cancer does not significantly alter the levels of these 14 plasma proteins (p > 0.05). Sensitivity analyses, including assessments of heterogeneity and horizontal pleiotropy, confirmed the robustness and reliability of our findings without significant bias. Pathway enrichment analysis of gene expression associated with these 14 plasma proteins, using GO and KEGG pathways, revealed that CHST15, L1CAM, FTMT, and PMM2 may serve as protective factors against gastric cancer, while ABO, FAM3D, FAM3B, ADH7, MAP1LC3A, PGLYRP1, PDE5A, GLUL, NFE2L1, and MAFG may contribute to gastric cancer pathogenesis. These results highlight the complex biological interactions between plasma proteins and tumorigenesis, providing valuable insights for preventive and therapeutic strategies in gastric malignancy management.
本研究旨在采用两样本孟德尔随机化方法,阐明4907种血浆蛋白与胃癌风险之间潜在的因果关系。我们利用全基因组关联研究(GWAS)数据进行两样本孟德尔随机化分析,将4907种血浆蛋白作为暴露因素,胃癌作为结局。基于通过对deCode数据库提供的GWAS数据进行数据处理和筛选而鉴定出的强相关单核苷酸多态性(SNP),选择血浆蛋白的工具变量。我们采用了一组以逆方差加权(IVW)为中心的统计方法进行孟德尔随机化分析,以估计这些血浆蛋白对胃癌易感性的效应比值比(OR)。根据IVW方法,14种血浆蛋白与胃癌相关(p < 0.005)。具体而言,CHST15(OR = 0.7553,95%置信区间[CI] = 0.6346 - 0.8988)、L1CAM(OR = 0.7230,95% CI = 0.5876 - 0.8896)、FTMT(OR = 0.8246,95% CI = 0.7241 - 0.9391)和PMM2(OR = 0.5767,95% CI = 0.3943 - 0.8433)与胃癌呈负相关,而ABO(OR = 1.1868,95% CI = 1.0638 - 1.3240)、FAM3D(OR = 1.2109,95% CI = 1.0850 - 1.3515)、FAM3B(OR = 1.2988,95% CI = 1.0953 - 1.5402)、ADH7(OR = 1.3568,95% CI = 1.1044 - 1.6670)、MAP1LC3A(OR = 1.3704,95% CI = 1.1194 - 1.6778)、PGLYRP1(OR = 1.4071,95% CI = 1.1235 - 1.7623)、PDE5A(OR = 1.7446,95% CI = 1.2693 - 2.3978)、GLUL(OR = 3.1203,95% CI = 1.5017 - 6.4839)、NFE2L1(OR = 3.1759,95% CI = 1.6163 - 6.2402)和MAFG(OR = 3.1945,95% CI = 1.5329 - 6.6575)呈正相关。加权中位数分析和MR-Egger分析的一致结果证实了这些关联。反向孟德尔随机化分析表明,胃癌并未显著改变这14种血浆蛋白的水平(p > 0.05)。敏感性分析,包括异质性和水平多效性评估,证实了我们研究结果的稳健性和可靠性,无显著偏差。使用基因本体(GO)和京都基因与基因组百科全书(KEGG)通路对与这14种血浆蛋白相关的基因表达进行通路富集分析,结果显示CHST15、L1CAM、FTMT和PMM2可能作为胃癌的保护因素,而ABO、FAM3D、FAM3B、ADH7、MAP1LC3A、PGLYRP1、PDE5A、GLUL、NFE2L1和MAFG可能参与胃癌的发病机制。这些结果突出了血浆蛋白与肿瘤发生之间复杂的生物学相互作用,为胃癌管理的预防和治疗策略提供了有价值的见解。