Causal effect of gut microbiota on pancreatic cancer: A Mendelian randomization and colocalization study

被引:3
|
作者
Li, Xin [1 ]
Liang, Zhihai [1 ,2 ]
机构
[1] Guangxi Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Nanning, Peoples R China
[2] Guangxi Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Shuangyong Rd, Nanning, Peoples R China
基金
中国国家自然科学基金;
关键词
colocalization; gut microbiota; Mendelian randomization; pancreatic cancer; summary data-base Mendelian randomization; IDENTIFICATION;
D O I
10.1111/jcmm.18255
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The causal relationship between gut microbiota (GM) and pancreatic cancer (PC) remains unclear. This study aimed to investigate the potential genes underlying this mechanism. GM Genome-wide association study (GWAS) summary data were from the MiBioGen consortium. PC GWAS data were from the National Human Genome Research Institute-European Bioinformatics Institute (NHGRI-EBI) GWAS Catalogue. To detect the causal relationship between GM and PC, we implemented three complementary Mendelian randomization (MR) methods: Inverse Variance Weighting (IVW), MR-Egger and Weighted Median, followed by sensitivity analyses. Furthermore, we integrated GM GWAS data with blood cis-expression quantitative trait loci (eQTLs) and blood cis-DNA methylation QTL (mQTLs) using Summary data-based Mendelian Randomization (SMR) methods. This integration aimed to prioritize potential GM-affecting genes through SMR analysis of two molecular traits. PC cis-eQTLs and cis-mQTLs were summarized from The Cancer Genome Atlas (TCGA) data. Through colocalization analysis of GM cis-QTLs and PC cis-QTLs data, we identified common genes that influence both GM and PC. Our study found a causal association between GM and PC, including four protective and five risk-associated GM [Inverse Variance Weighted (IVW), p < 0.05]. No significant heterogeneity of instrumental variables (IVs) or horizontal pleiotropy was found. The gene SVBP was identified as a GM-affecting gene using SMR analysis of two molecular traits (FDR<0.05, P_HEIDI>0.05). Additionally, two genes, MCM6 and RPS26, were implicated in the interaction between GM and PC based on colocalization analysis (PPH4>0.5). In summary, this study provides evidence for future research aimed at developing suitable therapeutic interventions and disease prevention.
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页数:8
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