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来自 PMNS 队列的女性在儿童期和青春期的循环 microRNAs 与 18 岁时的糖尿病前期相关。

Circulating microRNAs from early childhood and adolescence are associated with pre-diabetes at 18 years of age in women from the PMNS cohort.

机构信息

Diabetes and Islet Biology Group, School of Medicine, Western Sydney University, Campbelltown, NSW, Australia.

Diabetes Unit, KEM Hospital and Research Center, Pune, India.

出版信息

J Dev Orig Health Dis. 2022 Dec;13(6):806-811. doi: 10.1017/S2040174422000137. Epub 2022 Apr 22.

Abstract

With type 2 diabetes presenting at younger ages, there is a growing need to identify biomarkers of future glucose intolerance. A high (20%) prevalence of glucose intolerance at 18 years was seen in women from the Pune Maternal Nutrition Study (PMNS) birth cohort. We investigated the potential of circulating microRNAs in risk stratification for future pre-diabetes in these women. Here, we provide preliminary longitudinal analyses of circulating microRNAs in normal glucose tolerant (NGT@18y, = 10) and glucose intolerant ( = 8) women (ADA criteria) at 6, 12 and 17 years of their age using discovery analysis (OpenArray™ platform). Machine-learning workflows involving Lasso with bootstrapping/leave-one-out cross-validation identified microRNAs associated with glucose intolerance at 18 years of age. Several microRNAs, including miR-212-3p, miR-30e-3p and miR-638, stratified glucose-intolerant women from NGT at childhood. Our results suggest that circulating microRNAs, longitudinally assessed over 17 years of life, are dynamic biomarkers associated with and predictive of pre-diabetes at 18 years of age. Validation of these findings in males and remaining participants from the PMNS birth cohort will provide a unique opportunity to study novel epigenetic mechanisms in the life-course progression of glucose intolerance and enhance current clinical risk prediction of pre-diabetes and progression to type 2 diabetes.

摘要

随着 2 型糖尿病发病年龄年轻化,人们越来越需要确定未来葡萄糖耐量受损的生物标志物。浦那母婴营养研究(PMNS)出生队列的女性在 18 岁时葡萄糖耐量受损的患病率高达 20%。我们研究了循环 microRNAs 在这些女性未来糖尿病前期风险分层中的潜在作用。在这里,我们使用发现分析(OpenArray™平台)对 18 岁时血糖正常(NGT@18y, = 10)和葡萄糖耐量受损( = 8)的女性(ADA 标准)在 6、12 和 17 岁时的循环 microRNAs 进行了初步的纵向分析。涉及带有引导/留一交叉验证的 Lasso 的机器学习工作流程确定了与 18 岁时葡萄糖耐量受损相关的 microRNAs。包括 miR-212-3p、miR-30e-3p 和 miR-638 在内的几种 microRNAs,可将葡萄糖耐量受损的女性与儿童时期的 NGT 区分开来。我们的研究结果表明,在 17 年的生命中进行纵向评估的循环 microRNAs 是与糖尿病前期相关且具有预测性的动态生物标志物。在 PMNS 出生队列的男性和其余参与者中验证这些发现将提供一个独特的机会,以研究葡萄糖耐量和糖尿病前期及 2 型糖尿病进展的生命过程进展中的新型表观遗传机制,并增强当前对糖尿病前期和进展的临床风险预测。

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