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粪便代谢组学结合16S rRNA基因测序分析交泰丸干预2型糖尿病大鼠的效果。

Fecal metabolomics combined with 16S rRNA gene sequencing to analyze the effect of Jiaotai pill intervention in type 2 diabetes mellitus rats.

作者信息

Liu Jing, Wang Xu, Li Qiyao, Piao Chengyu, Fan Zuowang, Zhang Yao, Yang Saisai, Wu Xiuhong

机构信息

School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, China.

Good Laboratory Practice of Drug, Heilongjiang University of Chinese Medicine, Harbin, China.

出版信息

Front Nutr. 2023 May 9;10:1135343. doi: 10.3389/fnut.2023.1135343. eCollection 2023.

Abstract

The occurrence and development of type 2 diabetes mellitus (T2DM) are closely related to gut microbiota. Jiaotai pill (JTP) is used to treat type 2 diabetes mellitus, with definite efficacy in clinical practice. However, it is not clear whether the therapeutic effect is produced by regulating the changes in gut microbiota and its metabolism. In this study, T2DM rat models were established by a high-fat diet and low-dose streptozotocin (STZ). Based on the pharmacodynamic evaluation, the mechanism of JTP in the treatment of type 2 diabetes mellitus was investigated by fecal metabolism and 16S rRNA gene sequencing. The results showed that JTP decreased blood glucose (FBG, HbA1c) and blood lipid (TC, TG, and LDL) levels and alleviated insulin resistance (FINS, IL-10) in T2DM rats. 16S rRNA gene sequencing results revealed that JTP increased microbiota diversity and reversed the disorder of gut microbiota in T2DM rats, and therefore achieved the therapeutic effect in T2DM. JTP regulated 13 differential flora, which were Actinobacteria, Bacteroidetes, Firmicutes, Proteobacteria, Eubacteriaceae, Prevotellaceae, Ruminococcaceae, Clostridium_IV, Clostridium_XlVa, , , , and . Metabolomics analysis showed that JTP interfered with 13 biomarkers to play a therapeutic role in type 2 diabetes mellitus. They were L-Valine, Choline, L-Aspartic acid, Serotonin, L-Lysine, L-Histidine, 3-Hydroxybutyric acid, Pyruvic acid, N-Acetylornithine, Arachidonic acid, L-Tryptophan, L-Alanine, and L-Methionine. KEGG metabolic pathway analysis of the above differential metabolites and gut microbiota by using the MetaboAnalyst database and Picrust software. It was found that JTP treated type 2 diabetes mellitus by affecting metabolic pathways such as amino acid metabolism, carbohydrate metabolism, and lipid metabolism. Spearman correlation analysis revealed high correlations for 7 pharmacological indicators, 12 biomarkers, and 11 gut microbiota. In this study, the therapeutic effect and potential mechanism of JTP on type 2 diabetes mellitus were preliminarily demonstrated by gut microbiota and metabolomics, which could provide a theoretical basis for the treatment of T2DM with JTP.

摘要

2型糖尿病(T2DM)的发生发展与肠道微生物群密切相关。交泰丸(JTP)用于治疗2型糖尿病,临床实践中疗效确切。然而,其治疗效果是否通过调节肠道微生物群及其代谢的变化产生尚不清楚。本研究通过高脂饮食和低剂量链脲佐菌素(STZ)建立T2DM大鼠模型。在药效学评价的基础上,通过粪便代谢和16S rRNA基因测序研究JTP治疗2型糖尿病的机制。结果表明,JTP降低了T2DM大鼠的血糖(空腹血糖、糖化血红蛋白)和血脂(总胆固醇、甘油三酯和低密度脂蛋白)水平,并减轻了胰岛素抵抗(空腹胰岛素、白细胞介素-10)。16S rRNA基因测序结果显示,JTP增加了微生物群多样性,逆转了T2DM大鼠肠道微生物群的紊乱,从而在T2DM中发挥治疗作用。JTP调节了13种差异菌群,分别是放线菌门、拟杆菌门、厚壁菌门、变形菌门、真杆菌科、普雷沃氏菌科、瘤胃球菌科、梭菌属IV、梭菌属XlVa、 、 、 、 和 。代谢组学分析表明,JTP干扰了13种生物标志物,从而在2型糖尿病中发挥治疗作用。它们分别是L-缬氨酸、胆碱、L-天冬氨酸、血清素、L-赖氨酸、L-组氨酸、3-羟基丁酸、丙酮酸、N-乙酰鸟氨酸、花生四烯酸、L-色氨酸、L-丙氨酸和L-蛋氨酸。利用MetaboAnalyst数据库和Picrust软件对上述差异代谢物和肠道微生物群进行KEGG代谢途径分析。发现JTP通过影响氨基酸代谢、碳水化合物代谢和脂质代谢等代谢途径治疗2型糖尿病。Spearman相关性分析显示7种药理指标、12种生物标志物和11种肠道微生物群之间存在高度相关性。本研究通过肠道微生物群和代谢组学初步证明了JTP对2型糖尿病的治疗作用及潜在机制,可为JTP治疗T2DM提供理论依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/11f7/10203393/5909394b2175/fnut-10-1135343-g001.jpg

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