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代谢组学改变将青少年含糖饮料摄入与血脂异常联系起来:儿童围产期结局探索(EPOCH)研究

Metabolome Alterations Linking Sugar-Sweetened Beverage Intake with Dyslipidemia in Youth: The Exploring Perinatal Outcomes among CHildren (EPOCH) Study.

作者信息

Cohen Catherine C, Dabelea Dana, Michelotti Gregory, Tang Lu, Shankar Kartik, Goran Michael I, Perng Wei

机构信息

Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.

Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Denver Anschutz Medical Campus, Aurora, CO 80045, USA.

出版信息

Metabolites. 2022 Jun 17;12(6):559. doi: 10.3390/metabo12060559.

Abstract

The objective of this study was to assess intermediary metabolic alterations that link sugar-sweetened beverage (SSB) intake to cardiometabolic (CM) risk factors in youth. A total of 597 participants from the multi-ethnic, longitudinal Exploring Perinatal Outcomes among CHildren (EPOCH) Study were followed in childhood (median 10 yrs) and adolescence (median 16 yrs). We used a multi-step approach: first, mixed models were used to examine the associations of SSB intake in childhood with CM measures across childhood and adolescence, which revealed a positive association between SSB intake and fasting triglycerides (β (95% CI) for the highest vs. lowest SSB quartile: 8.1 (−0.9,17.0); p-trend = 0.057). Second, least absolute shrinkage and selection operator (LASSO) regression was used to select 180 metabolite features (out of 767 features assessed by untargeted metabolomics) that were associated with SSB intake in childhood. Finally, 13 of these SSB-associated metabolites (from step two) were also prospectively associated with triglycerides across follow-up (from step one) in the same direction as with SSB intake (Bonferroni-adj. p < 0.0003). All annotated compounds were lipids, particularly dicarboxylated fatty acids, mono- and diacylglycerols, and phospholipids. In this diverse cohort, we identified a panel of lipid metabolites that may serve as intermediary biomarkers, linking SSB intake to dyslipidemia risk in youth.

摘要

本研究的目的是评估将含糖饮料(SSB)摄入与青少年心脏代谢(CM)危险因素联系起来的中间代谢改变。来自多民族纵向儿童围产期结局探索(EPOCH)研究的597名参与者在儿童期(中位年龄10岁)和青春期(中位年龄16岁)接受了随访。我们采用了多步骤方法:首先,使用混合模型来检验儿童期SSB摄入量与整个儿童期和青春期CM指标之间的关联,结果显示SSB摄入量与空腹甘油三酯之间存在正相关(最高与最低SSB四分位数的β(95%CI):8.1(-0.9,17.0);p趋势=0.057)。其次,使用最小绝对收缩和选择算子(LASSO)回归从非靶向代谢组学评估的767个特征中选择与儿童期SSB摄入量相关的180个代谢物特征。最后,这些与SSB相关的代谢物中有13种(来自第二步)在随访期间(来自第一步)也与甘油三酯呈前瞻性关联,且方向与SSB摄入量相同(Bonferroni校正p<0.0003)。所有注释的化合物均为脂质,特别是二羧化脂肪酸、单酰甘油和二酰甘油以及磷脂。在这个多样化的队列中,我们确定了一组脂质代谢物,它们可能作为中间生物标志物,将SSB摄入与青少年血脂异常风险联系起来。

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