Qin Wangshu, Zheng Sijia, Zhou Lina, Liu Xinyu, Chen Tiantian, Wang Xiaolin, Li Qi, Zhao Ying, Wang Difei, Xu Guowang
CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China.
Liaoning Province Key Laboratory of Metabolomics, Dalian 116023, China.
J Proteome Res. 2025 Apr 4;24(4):1649-1661. doi: 10.1021/acs.jproteome.4c00507. Epub 2025 Mar 25.
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, -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, -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.
肠道微生物群的代谢紊乱与包括2型糖尿病(T2D)在内的多种人类疾病的发病机制有关。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名有或没有T2D的中国个体的血清样本进行了高覆盖代谢组学分析。在检测到的220种与微生物群相关的化合物中,111种有显著改变,形成了一个与T2D发展相关的高度交互的调控网络。通路富集和相关性分析揭示了异常的代谢通路,主要包括嘧啶代谢、不饱和脂肪酸生物合成的激活,以及多种氨基酸代谢,如色氨酸代谢、赖氨酸代谢和支链氨基酸生物合成。定义并验证了一个由哌啶酸、甲氧基水杨酸、N-乙酰组胺和3-羟基丁酰肉碱组成的微生物群依赖性生物标志物组,用于大规模人群T2D筛查,其灵敏度令人满意(>78%)。通过抑制单磷酸腺苷激活的蛋白激酶磷酸化,进一步阐明了肠道微生物产物N-乙酰组胺在T2D进展中的功能作用。总体而言,本研究扩展了我们对T2D中肠道微生物群驱动的代谢失调的理解,并表明监测这些代谢变化有助于T2D的诊断和治疗。