血浆代谢物、炎症蛋白与慢性阻塞性肺病之间的因果关系:基于孟德尔随机化和生物信息学的研究。

IF 4.2 2区 医学 Q2 IMMUNOLOGY
Journal of Inflammation Research Pub Date : 2025-03-18 eCollection Date: 2025-01-01 DOI:10.2147/JIR.S513526
Shurui Cao, Yongqi Gu, Guye Lu, Lizhen Zhu, Shumin Feng, Tao Bian
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引用次数: 0

摘要

背景:越来越多的研究表明代谢、炎症和慢性阻塞性肺疾病(COPD)之间存在很强的相关性。然而,这些因素之间是否存在因果关系尚不清楚。本研究采用孟德尔随机化(MR)方法来研究这些因素之间的关联,并探索关键炎症蛋白的介导作用。方法:MR用于评估血浆代谢物、炎症蛋白和COPD之间的因果关系。进行敏感性分析以验证研究结果的稳健性。通过中介分析探讨炎症蛋白在代谢- copd通路中的作用。我们构建了蛋白-蛋白相互作用(PPI)网络,并通过基因本体(GO)和京都基因与基因组百科全书(KEGG)途径富集探索其潜在机制。单细胞测序和转录组数据集用于辅助验证。最后,利用人体肺组织进行实验验证。结果:本研究确定了63种代谢物、10种代谢物比率和48种与COPD相关的炎症蛋白,所有这些都表现出潜在的因果关系。此外,三种蛋白质被确定为代谢物到copd途径的介质。PPI网络、GO和KEGG富集分析揭示了它们参与的生物学途径。对这三种中间蛋白在肺组织中的表达验证表明,NRXN3在肺内皮细胞中表达,对COPD的发展具有保护作用。结论:MR分析揭示了代谢、炎症和COPD之间的因果关系。这些发现为代谢-炎症-COPD机制提供了新的见解,表明针对代谢过程的干预可能是预防COPD发病或进展的有希望的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Causal Correlations Between Plasma Metabolites, Inflammatory Proteins, and Chronic Obstructive Pulmonary Disease: A Mendelian Randomization and Bioinformatics-Based Investigation.

Background: An increasing number of studies have demonstrated a strong correlation between metabolism, inflammation, and chronic obstructive pulmonary disease (COPD). However, it remains unclear if there is a causal relationship between these factors. This study employed the Mendelian randomization (MR) approach to investigate the associations between these factors and explore the mediating roles of key inflammatory proteins.

Methods: MR was used to assess the causal associations between plasma metabolites, inflammatory proteins, and COPD. Sensitivity analyses were performed to verify the robustness of the findings. Mediation analysis was conducted to explore the roles of inflammatory proteins in the metabolism-COPD pathway. We constructed protein-protein interaction (PPI) network and explored the potential mechanism through gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment. Single-cell sequencing and transcriptome datasets were used for auxiliary validation. Finally, experimental validation was performed using human lung tissue.

Results: This study identified 63 metabolites, 10 metabolite ratios, and 48 inflammatory proteins that were associated with COPD, all of which exhibited potential causal relationships. Furthermore, three proteins were identified as mediators in the metabolite-to-COPD pathway. PPI network, GO and KEGG enrichment analysis revealed the biological pathways in which they were involved. Validation of the expression of these three intermediary proteins in lung tissue demonstrated that NRXN3 was expressed in pulmonary endothelial cells and exerted a protective effect against COPD development.

Conclusion: The MR analysis revealed causal associations among metabolism, inflammation, and COPD. These findings offer novel insights into metabolism-inflammation-COPD mechanisms, suggesting that interventions targeting metabolic processes may represent a promising strategy for preventing the onset or progression of COPD.

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来源期刊
Journal of Inflammation Research
Journal of Inflammation Research Immunology and Microbiology-Immunology
CiteScore
6.10
自引率
2.20%
发文量
658
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed, open access, online journal that welcomes laboratory and clinical findings on the molecular basis, cell biology and pharmacology of inflammation.
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