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肠道微生物群通过与 2 型糖尿病相关的途径介导褪黑素信号。

Gut microbiota mediate melatonin signalling in association with type 2 diabetes.

机构信息

Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China.

Department of Nutrition and Food Hygiene, School of Public Health, Guangxi Medical University, Nanning, China.

出版信息

Diabetologia. 2022 Oct;65(10):1627-1641. doi: 10.1007/s00125-022-05747-w. Epub 2022 Jun 30.

Abstract

AIMS/HYPOTHESIS: It has been shown that melatonin plays a general beneficial role in type 2 diabetes in rodents but its role in humans is controversial. In the present study, we investigated the association between serum melatonin and type 2 diabetes risk in a southern Chinese population in a case-control study. We also examined the role of gut microbiota in this relationship.

METHODS

Individuals with type 2 diabetes (cases) and healthy individuals (controls) (n=2034) were recruited from a cross-sectional study and were matched for age and sex in a case-control study. The levels of serum melatonin were measured and the association between serum melatonin and type 2 diabetes risk was examined using a multivariable logistic regression model. We further conducted a rigorously matched case-control study (n=120) in which gut microbial 16S rRNA was sequenced and metabolites were profiled using an untargeted LC-MS/MS approach.

RESULTS

Higher levels of serum melatonin were significantly associated with a lower risk of type 2 diabetes (OR 0.82 [95% CI 0.74, 0.92]) and with lower levels of fasting glucose after adjustment for covariates (β -0.25 [95% CI -0.38, -0.12]). Gut microbiota exhibited alteration in the individuals with type 2 diabetes, in whom lower levels of serum melatonin, lower α- and β-diversity of gut microbiota (p<0.05), greater abundance of Bifidobacterium and lower abundance of Coprococcus (linear discriminant analysis [LDA] >2.0) were found. Seven genera were correlated with melatonin and type 2 diabetes-related traits; among them Bifidobacterium was positively correlated with serum lipopolysaccharide (LPS) and IL-10, whereas Coprococcus was negatively correlated with serum IL-1β, IL-6, IL-10, IL-17, TNF-α and LPS (Benjamini-Hochberg-adjusted p value [false discovery rate (FDR)] <0.05). Moreover, altered metabolites were detected in the participants with type 2 diabetes and there was a significant correlation between tryptophan (Trp) metabolites and the melatonin-correlated genera including Bifidobacterium and Coprococcus (FDR<0.05). Similarly, a significant correlation was found between Trp metabolites and inflammation factors, such as IL-1β, IL-6, IL-10, IL-17, TNF-α and LPS (FDR<0.05). Further, we showed that Trp metabolites may serve as a biomarker to predict type 2 diabetes status (AUC=0.804).

CONCLUSIONS/INTERPRETATION: A higher level of serum melatonin was associated with a lower risk of type 2 diabetes. Gut microbiota-mediated melatonin signalling was involved in this association; especially, Bifidobacterium- and Coprococcus-mediated Trp metabolites may be involved in the process. These findings uncover the importance of melatonin and melatonin-related bacteria and metabolites as potential therapeutic targets for type 2 diabetes.

摘要

目的/假设:已经表明褪黑素在 2 型糖尿病啮齿动物中发挥一般有益作用,但在人类中的作用仍存在争议。在本研究中,我们通过病例对照研究调查了中国南方人群血清褪黑素与 2 型糖尿病风险之间的关联。我们还研究了肠道微生物群在这种关系中的作用。

方法

从一项横断面研究中招募了 2034 名 2 型糖尿病患者(病例)和健康个体(对照组),并在病例对照研究中按年龄和性别进行匹配。测量血清褪黑素水平,并使用多变量逻辑回归模型检查血清褪黑素与 2 型糖尿病风险之间的关联。我们还进行了一项严格匹配的病例对照研究(n=120),其中对肠道微生物 16S rRNA 进行测序,并使用非靶向 LC-MS/MS 方法对代谢物进行分析。

结果

较高的血清褪黑素水平与 2 型糖尿病风险降低显著相关(OR 0.82 [95%CI 0.74, 0.92]),并与调整协变量后的空腹血糖水平降低相关(β -0.25 [95%CI -0.38, -0.12])。肠道微生物群在 2 型糖尿病患者中发生改变,其中血清褪黑素水平较低、肠道微生物群 α-和 β-多样性较低(p<0.05)、双歧杆菌丰度较高和考拉属丰度较低(线性判别分析[LDA]>2.0)。有七个属与褪黑素和 2 型糖尿病相关特征相关;其中双歧杆菌与血清脂多糖(LPS)和 IL-10 呈正相关,而考拉属与血清 IL-1β、IL-6、IL-10、IL-17、TNF-α和 LPS 呈负相关(Benjamini-Hochberg 调整后的 p 值[错误发现率(FDR)] <0.05)。此外,在 2 型糖尿病患者中检测到改变的代谢物,色氨酸(Trp)代谢物与包括双歧杆菌和考拉属在内的与褪黑素相关的属之间存在显著相关性(FDR<0.05)。同样,Trp 代谢物与炎症因子(如 IL-1β、IL-6、IL-10、IL-17、TNF-α和 LPS)之间也存在显著相关性(FDR<0.05)。此外,我们表明 Trp 代谢物可作为预测 2 型糖尿病状态的生物标志物(AUC=0.804)。

结论/解释:较高的血清褪黑素水平与 2 型糖尿病风险降低相关。肠道微生物群介导的褪黑素信号参与了这种关联;特别是,色氨酸代谢物可能涉及双歧杆菌和考拉属介导的过程。这些发现揭示了褪黑素和褪黑素相关细菌和代谢物作为 2 型糖尿病潜在治疗靶点的重要性。

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