肠道微生物群-血浆代谢组轴在骨髓增殖性肿瘤发病机制中的因果作用:孟德尔随机化和中介分析

The Causal Role of the Gut Microbiota-Plasma Metabolome Axis in Myeloproliferative Neoplasm Pathogenesis: A Mendelian Randomization and Mediation Analysis.

作者信息

Kan Hao, Zhang Ka, Mao Aiqin, Geng Li

机构信息

Wuxi School of Medicine, Jiangnan University, Wuxi 214125, China.

School of Food Science and Technology, Jiangnan University, Wuxi 214125, China.

出版信息

Metabolites. 2025 Jul 28;15(8):501. doi: 10.3390/metabo15080501.

Abstract

BACKGROUND

Myeloproliferative neoplasms (MPN), a group of chronic hematologic neoplasms, are driven by inflammatory mechanisms that influence disease initiation and progression. Emerging evidence highlights the gut microbiome and plasma metabolome as pivotal immunomodulators, yet their causal roles in MPN pathogenesis remain uncharacterized.

METHODS

We conducted a two-sample Mendelian randomization (MR) analysis to systematically evaluate causal relationships between 196 gut microbial taxa, 526 plasma metabolites, and MPN risk. Instrumental variables were derived from genome-wide association studies (GWASs) of microbial/metabolite traits. Validation utilized 16S rRNA sequencing data from NCBI Bioproject PRJNA376506. Mediation and multivariable MR analyses elucidated metabolite-mediated pathways linking microbial taxa to MPN.

RESULTS

Our MR analysis revealed that 7 intestinal taxa and 17 plasma metabolites are causally linked to MPN. External validation confirmed the three taxa's differential abundance in MPN cohorts. Mediation analysis revealed two mediated relationships, of which succinylcarnitine mediated 14.5% of the effect, and lysine 27.9%, linking the to MPN. Multivariate MR analysis showed that both succinylcarnitine ( = 0.004) and lysine ( = 0.040) had a significant causal effect on MPN.

CONCLUSIONS

This study identifies novel gut microbiota-metabolite axes driving MPN pathogenesis through immunometabolic mechanisms. The validated biomarkers provide potential therapeutic targets for modulating inflammation in myeloproliferative disorders.

摘要

背景

骨髓增殖性肿瘤(MPN)是一组慢性血液系统肿瘤,由影响疾病发生和进展的炎症机制驱动。新出现的证据强调肠道微生物群和血浆代谢组是关键的免疫调节因子,但其在MPN发病机制中的因果作用仍未明确。

方法

我们进行了一项两样本孟德尔随机化(MR)分析,以系统评估196种肠道微生物分类群、526种血浆代谢物与MPN风险之间的因果关系。工具变量来自微生物/代谢物性状的全基因组关联研究(GWAS)。验证使用了来自NCBI生物项目PRJNA376506的16S rRNA测序数据。中介和多变量MR分析阐明了将微生物分类群与MPN联系起来的代谢物介导途径。

结果

我们的MR分析表明,7种肠道分类群和17种血浆代谢物与MPN存在因果关系。外部验证证实了这三种分类群在MPN队列中的丰度差异。中介分析揭示了两种介导关系,其中琥珀酰肉碱介导了14.5%的效应,赖氨酸介导了27.9%的效应,将其与MPN联系起来。多变量MR分析表明,琥珀酰肉碱(P = 0.004)和赖氨酸(P = 0.040)对MPN均有显著的因果效应。

结论

本研究确定了通过免疫代谢机制驱动MPN发病机制的新型肠道微生物群-代谢物轴。经验证的生物标志物为调节骨髓增殖性疾病中的炎症提供了潜在的治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a49/12388087/06d7c0d601ae/metabolites-15-00501-g001.jpg

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