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血浆中参与嘌呤降解、胰岛素抵抗和脂肪酸氧化的代谢物与妊娠期糖尿病的预测有关。

Metabolites involved in purine degradation, insulin resistance, and fatty acid oxidation are associated with prediction of Gestational diabetes in plasma.

机构信息

Department of Food Science and Nutrition, California Polytechnic State University, San Luis Obispo, CA, USA.

College of Agriculture, Food and Environmental Sciences, California Polytechnic State University, San Luis Obispo, CA, USA.

出版信息

Metabolomics. 2021 Nov 27;17(12):105. doi: 10.1007/s11306-021-01857-5.

Abstract

INTRODUCTION

Gestational diabetes mellitus (GDM) significantly increases maternal and fetal health risks, but factors predictive of GDM are poorly understood.

OBJECTIVES

Plasma metabolomics analyses were conducted in early pregnancy to identify potential metabolites associated with prediction of GDM.

METHODS

Sixty-eight pregnant women with overweight/obesity from a clinical trial of a lifestyle intervention were included. Participants who developed GDM (n = 34; GDM group) were matched on treatment group, age, body mass index, and ethnicity with those who did not develop GDM (n = 34; Non-GDM group). Blood draws were completed early in pregnancy (10-16 weeks). Plasma samples were analyzed by UPLC-MS using three metabolomics assays.

RESULTS

One hundred thirty moieties were identified. Thirteen metabolites including pyrimidine/purine derivatives involved in uric acid metabolism, carboxylic acids, fatty acylcarnitines, and sphingomyelins (SM) were different when comparing the GDM vs. the Non-GDM groups (p < 0.05). The most significant differences were elevations in the metabolites' hypoxanthine, xanthine and alpha-hydroxybutyrate (p < 0.002, adjusted p < 0.02) in GDM patients. A panel consisting of four metabolites: SM 14:0, hypoxanthine, alpha-hydroxybutyrate, and xanthine presented the highest diagnostic accuracy with an AUC = 0.833 (95% CI: 0.572686-0.893946), classifying as a "very good panel".

CONCLUSION

Plasma metabolites mainly involved in purine degradation, insulin resistance, and fatty acid oxidation, were altered in early pregnancy in connection with subsequent GDM development.

摘要

简介

妊娠糖尿病(GDM)显著增加了母婴的健康风险,但预测 GDM 的相关因素仍知之甚少。

目的

对妊娠早期的血浆代谢组学进行分析,以确定与 GDM 预测相关的潜在代谢物。

方法

纳入了一项生活方式干预临床试验中患有超重/肥胖的 68 名孕妇。发生 GDM(n=34;GDM 组)的参与者按治疗组、年龄、体重指数和种族与未发生 GDM(n=34;非 GDM 组)的参与者相匹配。在妊娠早期(10-16 周)进行采血。使用三种代谢组学检测方法对血浆样本进行 UPLC-MS 分析。

结果

共鉴定出 130 种成分。比较 GDM 组与非 GDM 组时,有 13 种代谢物包括参与尿酸代谢的嘧啶/嘌呤衍生物、羧酸、脂肪酸酰基肉碱和神经鞘磷脂(SM)不同(p<0.05)。最显著的差异是 GDM 患者代谢物次黄嘌呤、黄嘌呤和α-羟基丁酸水平升高(p<0.002,调整后 p<0.02)。由四种代谢物组成的面板:SM 14:0、次黄嘌呤、α-羟基丁酸和黄嘌呤具有最高的诊断准确性,AUC=0.833(95%CI:0.572686-0.893946),归类为“非常好的面板”。

结论

与随后的 GDM 发展相关,妊娠早期与嘌呤降解、胰岛素抵抗和脂肪酸氧化相关的血浆代谢物发生改变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c034/8741304/3dae28ff4dba/nihms-1760541-f0001.jpg

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