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

被引:24
作者
McMichael, Lauren E. [1 ]
Heath, Hannah [1 ]
Johnson, Catherine M. [1 ]
Fanter, Rob [2 ,3 ]
Alarcon, Noemi [4 ,5 ]
Quintana-Diaz, Adilene [4 ,5 ]
Pilolla, Kari [1 ,5 ]
Schaffner, Andrew [5 ,6 ]
Jelalian, Elissa [7 ]
Wing, Rena R. [7 ]
Brito, Alex [8 ,9 ]
Phelan, Suzanne [4 ,5 ]
La Frano, Michael R. [1 ,3 ,5 ]
机构
[1] Calif Polytech State Univ San Luis Obispo, Dept Food Sci & Nutr, San Luis Obispo, CA 93407 USA
[2] Calif Polytech State Univ San Luis Obispo, Coll Agr Food & Environm Sci, San Luis Obispo, CA 93407 USA
[3] Calif Polytech State Univ San Luis Obispo, Cal Poly Metabol Serv Ctr, San Luis Obispo, CA 93407 USA
[4] Calif Polytech State Univ San Luis Obispo, Dept Kinesiol & Publ Hlth, 1 Grand Ave, San Luis Obispo, CA 93407 USA
[5] Calif Polytech State Univ San Luis Obispo, Ctr Hlth Res, San Luis Obispo, CA 93407 USA
[6] Calif Polytech State Univ San Luis Obispo, Dept Stat, San Luis Obispo, CA 93407 USA
[7] Brown Univ, Dept Psychiat & Human Behav, Warren Alpert Med Sch, Providence, RI 02912 USA
[8] Moscow Med Univ, Inst Translat Med & Biotechnol IM Sechenov First, Lab Pharmacokinet & Metabol Anal, Moscow, Russia
[9] IM Sechenov First Moscow State Med Univ, World Class Res Ctr Digital Biodesign & Personali, Moscow, Russia
关键词
Gestational Diabetes Mellitus; Metabolomics; Lipidomics; Metabolites; Pregnancy; BETA-HYDROXYBUTYRATE; METABOLOMICS; MELLITUS; PREGNANCY; WOMEN; TRYPTOPHAN; DISCOVERY; RECALL; TRIAL;
D O I
10.1007/s11306-021-01857-5
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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.
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页数:11
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