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Causal effects of gut microbiota on sepsis and sepsis-related death: insights from genome-wide Mendelian randomization, single-cell RNA, bulk RNA sequencing, and network pharmacology

孟德尔随机化 全基因组关联研究 败血症 表达数量性状基因座 生物 候选基因 遗传关联 计算生物学 生物信息学 基因 遗传学 单核苷酸多态性 免疫学 基因型 遗传变异
作者
Sha Yang,Jing Guo,Zhuo Kong,Mei Deng,Jingjing Da,Xin Lin,Shuo Peng,Junwu Fu,Tao Luo,Jun Ma,Hao Yin,Lin Liu,Jian Liu,Yan Zha,Ying Tan,Jiqin Zhang
出处
期刊:Journal of Translational Medicine [BioMed Central]
卷期号:22 (1): 10-10 被引量:50
标识
DOI:10.1186/s12967-023-04835-8
摘要

BACKGROUND: Gut microbiota alterations have been implicated in sepsis and related infectious diseases, but the causal relationship and underlying mechanisms remain unclear. METHODS: We evaluated the association between gut microbiota composition and sepsis using two-sample Mendelian randomization (MR) analysis based on published genome-wide association study (GWAS) summary statistics. Sensitivity analyses were conducted to validate the robustness of the results. Reverse MR analysis and integration of GWAS and expression quantitative trait loci (eQTL) data were performed to identify potential genes and therapeutic targets. RESULTS: Our analysis identified 11 causal bacterial taxa associated with sepsis, with increased abundance of six taxa showing positive causal relationships. Ten taxa had causal effects on the 28-day survival outcome of septic patients, with increased abundance of six taxa showing positive associations. Sensitivity analyses confirmed the robustness of these associations. Reverse MR analysis did not provide evidence of reverse causality. Integration of GWAS and eQTL data revealed 76 genes passing the summary data-based Mendelian randomization (SMR) test. Differential expression of these genes was observed between sepsis patients and healthy individuals. These genes represent potential therapeutic targets for sepsis. Molecular docking analysis predicted potential drug-target interactions, further supporting their therapeutic potential. CONCLUSION: Our study provides insights for the development of personalized treatment strategies for sepsis and offers preliminary candidate targets and drugs for future drug development.
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