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在 TEDDY 研究中参与的儿童出现首个胰岛自身抗体之前的纵向代谢组学全信号。

Longitudinal Metabolome-Wide Signals Prior to the Appearance of a First Islet Autoantibody in Children Participating in the TEDDY Study.

机构信息

Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL

Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL.

出版信息

Diabetes. 2020 Mar;69(3):465-476. doi: 10.2337/db19-0756. Epub 2020 Feb 6.

Abstract

Children at increased genetic risk for type 1 diabetes (T1D) after environmental exposures may develop pancreatic islet autoantibodies (IA) at a very young age. Metabolic profile changes over time may imply responses to exposures and signal development of the first IA. Our present research in The Environmental Determinants of Diabetes in the Young (TEDDY) study aimed to identify metabolome-wide signals preceding the first IA against GAD (GADA-first) or against insulin (IAA-first). We profiled metabolomes by mass spectrometry from children's plasma at 3-month intervals after birth until appearance of the first IA. A trajectory analysis discovered each first IA preceded by reduced amino acid proline and branched-chain amino acids (BCAAs), respectively. With independent time point analysis following birth, we discovered dehydroascorbic acid (DHAA) contributing to the risk of each first IA, and γ-aminobutyric acid (GABAs) associated with the first autoantibody against insulin (IAA-first). Methionine and alanine, compounds produced in BCAA metabolism and fatty acids, also preceded IA at different time points. Unsaturated triglycerides and phosphatidylethanolamines decreased in abundance before appearance of either autoantibody. Our findings suggest that IAA-first and GADA-first are heralded by different patterns of DHAA, GABA, multiple amino acids, and fatty acids, which may be important to primary prevention of T1D.

摘要

在环境暴露后,患有 1 型糖尿病(T1D)遗传风险增加的儿童可能会在很小的时候就产生胰岛自身抗体(IA)。随着时间的推移,代谢谱的变化可能暗示着对暴露的反应,并预示着第一个 IA 的发展。我们目前在青少年糖尿病的环境决定因素(TEDDY)研究中的研究旨在确定在第一个针对 GAD(GADA-first)或胰岛素(IAA-first)的 IA 之前存在的代谢组学信号。我们通过质谱法对儿童出生后每 3 个月的血浆代谢组进行了分析,直到出现第一个 IA。轨迹分析发现,每种第一个 IA 分别以前氨基酸脯氨酸和支链氨基酸(BCAAs)减少为特征。通过出生后独立的时间点分析,我们发现脱氢抗坏血酸(DHAA)与每种第一个 IA 的风险相关,γ-氨基丁酸(GABAs)与第一个针对胰岛素的自身抗体(IAA-first)相关。BCAA 代谢和脂肪酸产生的化合物蛋氨酸和丙氨酸也在 IA 出现之前的不同时间点出现。在任何自身抗体出现之前,不饱和甘油三酯和磷脂酰乙醇胺的含量减少。我们的研究结果表明,IAA-first 和 GADA-first 分别由不同模式的 DHAA、GABA、多种氨基酸和脂肪酸预示,这可能对 T1D 的一级预防很重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fea8/7034190/7c546b1e5927/db190756f1.jpg

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