Metabolite signature of diabetes remission in individuals with obesity undergoing weight loss interventions

减肥 2型糖尿病 医学 代谢物 糖化血红素 内科学 胰岛素抵抗 重量变化 葡萄糖稳态 糖尿病 内分泌学 肥胖 缬氨酸 代谢组学 生物 生物信息学 氨基酸 生物化学
作者
Vidhu Thaker,Lydia Coulter Kwee,Haiying Chen,Judy Bahnson,Olga Ilkayeva,Michael J. Muehlbauer,Bruce M. Wolfe,Jonathan Q. Purnell,F. Xavier Pi‐Sunyer,Christopher B. Newgard,Svati H. Shah,Blandine Laferrère
出处
期刊:Obesity [Wiley]
卷期号:32 (2): 304-314 被引量:8
标识
DOI:10.1002/oby.23943
摘要

Abstract Objective This observational study investigated metabolomic changes in individuals with type 2 diabetes (T2D) after weight loss. We hypothesized that metabolite changes associated with T2D‐relevant phenotypes are signatures of improved health. Methods Fasting plasma samples from individuals undergoing bariatric surgery ( n = 71 Roux‐en‐Y gastric bypass [RYGB], n = 22 gastric banding), lifestyle intervention ( n = 66), or usual care ( n = 14) were profiled for 139 metabolites before and 2 years after weight loss. Principal component analysis grouped correlated metabolites into factors. Association of preintervention metabolites was tested with preintervention clinical features and changes in T2D markers. Association between change in metabolites/metabolite factors and change in T2D remission markers, homeostasis model assessment of β‐cell function, homeostasis model assessment of insulin resistance, and glycated hemoglobin (HbA1c) was assessed. Results Branched‐chain amino acids (BCAAs) were associated with preintervention adiposity. Changes in BCAAs (valine, leucine/isoleucine) and branched‐chain ketoacids were positively associated with change in HbA1c (false discovery rate q value ≤ 0.001) that persisted after adjustment for percentage weight change and RYGB ( p ≤ 0.02). In analyses stratified by RYGB or other weight loss method, some metabolites showed association with non‐RYGB weight loss. Conclusions This study confirmed known metabolite associations with obesity/T2D and showed an association of BCAAs with HbA1c change after weight loss, independent of the method or magnitude of weight loss. image
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