High-Coverage Metabolomics Reveals Gut Microbiota-Related Metabolic Traits of Type-2 Diabetes in Serum.

IF 3.6 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Journal of Proteome Research Pub Date : 2025-04-04 Epub Date: 2025-03-25 DOI:10.1021/acs.jproteome.4c00507
Wangshu Qin, Sijia Zheng, Lina Zhou, Xinyu Liu, Tiantian Chen, Xiaolin Wang, Qi Li, Ying Zhao, Difei Wang, Guowang Xu
{"title":"High-Coverage Metabolomics Reveals Gut Microbiota-Related Metabolic Traits of Type-2 Diabetes in Serum.","authors":"Wangshu Qin, Sijia Zheng, Lina Zhou, Xinyu Liu, Tiantian Chen, Xiaolin Wang, Qi Li, Ying Zhao, Difei Wang, Guowang Xu","doi":"10.1021/acs.jproteome.4c00507","DOIUrl":null,"url":null,"abstract":"<p><p>Metabolic perturbations of the gut microbiome have been implicated in the pathogenesis of multiple human diseases, including type-2 diabetes (T2D). However, our understanding of the global metabolic alterations of the gut microbiota in T2D and their functional roles remains limited. To address this, we conducted a high-coverage metabolomics profiling analysis of serum samples from 1282 Chinese individuals with and without T2D. Among the 220 detected microbiota-associated compounds detected, 111 were significantly altered, forming a highly interactive regulatory network associated with T2D development. Pathway enrichment and correlation analyses revealed aberrant metabolic pathways, primarily including the activation of pyrimidine metabolism, unsaturated fatty acid biosynthesis, and diverse amino acid metabolisms such as Tryptophan metabolism, Lysine metabolism, and Branched-chain amino acid biosynthesis. A microbiota-dependent biomarker panel, comprising pipecolinic acid, methoxysalicylic acid, <i>N</i>-acetylhistamine, and 3-hydroxybutyrylcarnitine, was defined and validated with satisfactory sensitivity (>78%) for large-scale, population-based T2D screening. The functional role of a gut microbial product, <i>N</i>-acetylhistamine, was further elucidated in T2D progression through its inhibition of adenosine monophosphate-activated protein kinase phosphorylation. Overall, this study expands our understanding of gut microbiota-driven metabolic dysregulation in T2D and suggests that monitoring these metabolic changes could facilitate the diagnosis and treatment of T2D.</p>","PeriodicalId":48,"journal":{"name":"Journal of Proteome Research","volume":" ","pages":"1649-1661"},"PeriodicalIF":3.6000,"publicationDate":"2025-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Proteome Research","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1021/acs.jproteome.4c00507","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/3/25 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0

Abstract

Metabolic perturbations of the gut microbiome have been implicated in the pathogenesis of multiple human diseases, including type-2 diabetes (T2D). However, our understanding of the global metabolic alterations of the gut microbiota in T2D and their functional roles remains limited. To address this, we conducted a high-coverage metabolomics profiling analysis of serum samples from 1282 Chinese individuals with and without T2D. Among the 220 detected microbiota-associated compounds detected, 111 were significantly altered, forming a highly interactive regulatory network associated with T2D development. Pathway enrichment and correlation analyses revealed aberrant metabolic pathways, primarily including the activation of pyrimidine metabolism, unsaturated fatty acid biosynthesis, and diverse amino acid metabolisms such as Tryptophan metabolism, Lysine metabolism, and Branched-chain amino acid biosynthesis. A microbiota-dependent biomarker panel, comprising pipecolinic acid, methoxysalicylic acid, N-acetylhistamine, and 3-hydroxybutyrylcarnitine, was defined and validated with satisfactory sensitivity (>78%) for large-scale, population-based T2D screening. The functional role of a gut microbial product, N-acetylhistamine, was further elucidated in T2D progression through its inhibition of adenosine monophosphate-activated protein kinase phosphorylation. Overall, this study expands our understanding of gut microbiota-driven metabolic dysregulation in T2D and suggests that monitoring these metabolic changes could facilitate the diagnosis and treatment of T2D.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
高覆盖率代谢组学揭示2型糖尿病血清中肠道微生物相关代谢特征
肠道微生物群的代谢紊乱与多种人类疾病的发病机制有关,包括2型糖尿病(T2D)。然而,我们对T2D中肠道微生物群的整体代谢改变及其功能作用的了解仍然有限。为了解决这个问题,我们对1282名患有和不患有T2D的中国个体的血清样本进行了高覆盖率的代谢组学分析。在检测到的220种微生物群相关化合物中,111种发生了显著改变,形成了与T2D发展相关的高度互动的调控网络。途径富集和相关分析揭示了异常代谢途径,主要包括嘧啶代谢、不饱和脂肪酸生物合成和多种氨基酸代谢,如色氨酸代谢、赖氨酸代谢和支链氨基酸生物合成。一个微生物依赖的生物标志物小组,包括管道油酸、甲氧基水杨酸、n-乙酰组胺和3-羟基丁基肉碱,被定义并验证具有令人满意的灵敏度(>78%),用于大规模的、基于人群的T2D筛查。肠道微生物产物n -乙酰组胺通过抑制单磷酸腺苷活化的蛋白激酶磷酸化,在T2D进展中的功能作用得到进一步阐明。总的来说,本研究扩大了我们对肠道微生物群驱动的T2D代谢失调的理解,并表明监测这些代谢变化可以促进T2D的诊断和治疗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Journal of Proteome Research
Journal of Proteome Research 生物-生化研究方法
CiteScore
9.00
自引率
4.50%
发文量
251
审稿时长
3 months
期刊介绍: Journal of Proteome Research publishes content encompassing all aspects of global protein analysis and function, including the dynamic aspects of genomics, spatio-temporal proteomics, metabonomics and metabolomics, clinical and agricultural proteomics, as well as advances in methodology including bioinformatics. The theme and emphasis is on a multidisciplinary approach to the life sciences through the synergy between the different types of "omics".
期刊最新文献
On the Feasibility of Clinical Studies with Cross-Linking Mass Spectrometry. Better Inputs, Better Learning: A Peptide Embedding Tutorial for Proteomic Mass Spectrometry. A New Detailed Mass Offset Search in MSFragger for Improved Interpretation of Complex PTMs. Quantitative Proteomics Reveals Significant Downregulation of Glutathione Metabolism in Sepsis-Induced Liver Injury. Quantitative Tissue Proteomics Reveals Protein Signatures Associated with SARS-CoV-2 Variant Infection in Hamsters.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1