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.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Failure to increase insulin secretory capacity during pregnancy-induced insulin resistance is associated with ethnicity and gestational diabetes
    Morkrid, Kjersti
    Jenum, Anne K.
    Sletner, Line
    Vardal, Mari H.
    Waage, Christin W.
    Nakstad, Britt
    Vangen, Siri
    Birkeland, Kare I.
    EUROPEAN JOURNAL OF ENDOCRINOLOGY, 2012, 167 (04) : 579 - 588
  • [22] Early prediction of gestational diabetes mellitus using first trimester maternal serum pregnancy-associated plasma protein-a: A cross-sectional study
    Amini, Maedeh
    Kazemnejad, Anoshirvan
    Rasekhi, Aliakbar
    Amirian, Azam
    Kariman, Nourossadat
    HEALTH SCIENCE REPORTS, 2024, 7 (10)
  • [23] Sex Dimorphic Associations of Gestational Diabetes Mellitus With Cord Plasma Fatty Acid Binding Protein 4 and Estradiol
    Liu, Xin
    Zheng, Tao
    Xu, Ya-Jie
    Yang, Meng-Nan
    Wang, Wen-Juan
    Huang, Rong
    Zhang, Guang-Hui
    Guo, Yu-Na
    Zhang, Jun
    Ouyang, Fengxiu
    Li, Fei
    Luo, Zhong-Cheng
    FRONTIERS IN ENDOCRINOLOGY, 2021, 12
  • [24] Effects of High-dose Folic Acid Supplementation on Maternal/Child Health Outcomes: Gestational Diabetes Mellitus in Pregnancy and Insulin Resistance in Offspring
    Ermumcu, Merve Seyda Karacil
    Tek, Niluefer Acar
    CANADIAN JOURNAL OF DIABETES, 2023, 47 (02) : 133 - 142
  • [25] Genetic variants in epoxyeicosatrienoic acid processing and degradation pathways are associated with gestational diabetes mellitus
    Siyu Lai
    Dandan Yan
    Jie Xu
    Xiangtian Yu
    Jingyi Guo
    Xiangnan Fang
    Mengyang Tang
    Rong Zhang
    Hong Zhang
    Weiping Jia
    Mingjuan Luo
    Cheng Hu
    Nutrition Journal, 22
  • [26] High oleic/stearic fatty-acid desaturation index in cord plasma from infants of mothers with gestational diabetes
    Yee, J. K.
    Mao, C. S.
    Ross, M. G.
    Lee, W. N. P.
    Desai, M.
    Toda, A.
    Kjos, S. L.
    Hicks, R. A.
    Patterson, M. E.
    JOURNAL OF PERINATOLOGY, 2014, 34 (05) : 357 - 363
  • [27] Plasma metabolites associated with homeostatic model assessment of insulin resistance: metabolite-model design and external validation
    Hernandez-Alonso, Pablo
    Garcia-Gavilan, Jesus
    Camacho-Barcia, Lucia
    Sjodin, Anders
    Hansen, Thea T.
    Harrold, Jo
    Salas-Salvado, Jordi
    Halford, Jason C. G.
    Canudas, Silvia
    Bullo, Monica
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [28] Impaired non-esterified fatty acid suppression to intravenous glucose during late pregnancy persists postpartum in gestational diabetes: a dominant role for decreased insulin secretion rather than insulin resistance
    K. A. McLachlan
    R. Boston
    F. P. Alford
    Diabetologia, 2005, 48 : 1373 - 1379
  • [29] Eicosapentaenoic Acid Alleviates Inflammatory Response and Insulin Resistance in Pregnant Mice With Gestational Diabetes Mellitus
    Yuan, Jinling
    Wang, Yijia
    Gao, Jie
    Zhang, Xinyu
    Xing, Jun
    PHYSIOLOGICAL RESEARCH, 2024, 73 (01) : 57 - 68
  • [30] Pre-pregnancy Beta Cell Compensation for Insulin Resistance Associated With Subsequent Gestational Diabetes Mellitus: The CARDIA Study
    Gunderson, Erica P.
    Krefman, Amy
    Lewis, Cora E.
    Catov, Janet
    Allen, Norrina B.
    CIRCULATION, 2018, 137