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揭开奥秘:血液代谢物与曲霉病之间的因果关联

Unlocking the Secrets: Causal Associations Between Blood Metabolites and Aspergillosis.

作者信息

Ma Youzhen, Du Wenlong

机构信息

Department of Bioinformatics, School of Life Sciences, Xuzhou Medical University, Xuzhou, 221004, China.

Department of Biophysics, School of Life Sciences, Xuzhou Medical University, Xuzhou, 221004, China.

出版信息

Curr Microbiol. 2025 Sep 4;82(10):490. doi: 10.1007/s00284-025-04465-x.

Abstract

Aspergillosis includes a range of illnesses caused by Aspergillus species, primarily affecting individuals with weakened immune systems. Blood metabolites are gaining attention as potential biomarkers for diagnosing and managing diseases, but their causal role in aspergillosis risk remains unclear. This study used Mendelian randomization (MR) to explore potential causal associations between blood metabolites, their ratios, and aspergillosis risk. Single-nucleotide polymorphisms (SNPs) associated with metabolites were selected as instrumental variables. The primary analysis was conducted using the inverse variance weighted (IVW) method, with sensitivity analyses to ensure robustness. The study identified several metabolites and ratios significantly associated with aspergillosis risk. Elevated levels of 2-linoleoylglycerol, palmitoleate, serotonin, and 3-indoxyl sulfate were linked to increased risk, while higher levels of myristate, 1-methylhistidine, and theobromine were associated with reduced risk. Findings were validated using a secondary dataset, and reverse MR analysis confirmed the directionality from metabolites to disease. These results shed light on the metabolic underpinnings of aspergillosis and may inform future research on diagnostic and therapeutic strategies.

摘要

曲霉病包括一系列由曲霉菌种引起的疾病,主要影响免疫系统较弱的个体。血液代谢物作为诊断和管理疾病的潜在生物标志物正受到关注,但其在曲霉病风险中的因果作用仍不清楚。本研究使用孟德尔随机化(MR)来探索血液代谢物、其比值与曲霉病风险之间的潜在因果关联。选择与代谢物相关的单核苷酸多态性(SNP)作为工具变量。主要分析采用逆方差加权(IVW)方法,并进行敏感性分析以确保稳健性。该研究确定了几种与曲霉病风险显著相关的代谢物和比值。2-亚油酰甘油、棕榈油酸酯、血清素和3-吲哚硫酸盐水平升高与风险增加有关,而肉豆蔻酸盐、1-甲基组氨酸和可可碱水平较高与风险降低有关。使用第二个数据集对结果进行了验证,反向MR分析证实了从代谢物到疾病的方向性。这些结果揭示了曲霉病的代谢基础,并可能为未来诊断和治疗策略的研究提供信息。

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