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Metabolomic and genetic associations with insulin resistance in pregnancy.

Publication ,  Journal Article
Liu, Y; Kuang, A; Talbot, O; Bain, JR; Muehlbauer, MJ; Hayes, MG; Ilkayeva, OR; Lowe, LP; Metzger, BE; Newgard, CB; Scholtens, DM; Lowe, WL ...
Published in: Diabetologia
September 2020

AIMS/HYPOTHESIS: Our study aimed to integrate maternal metabolic and genetic data related to insulin sensitivity during pregnancy to provide novel insights into mechanisms underlying pregnancy-induced insulin resistance. METHODS: Fasting and 1 h serum samples were collected from women in the Hyperglycemia and Adverse Pregnancy Outcome study who underwent an OGTT at ∼28 weeks' gestation. We obtained targeted and non-targeted metabolomics and genome-wide association data from 1600 and 4528 mothers, respectively, in four ancestry groups (Northern European, Afro-Caribbean, Mexican American and Thai); 1412 of the women had both metabolomics and genome-wide association data. Insulin sensitivity was calculated using a modified insulin sensitivity index that included fasting and 1 h glucose and C-peptide levels after a 75 g glucose load. RESULTS: Per-metabolite and network analyses across the four ancestries identified numerous metabolites associated with maternal insulin sensitivity before and 1 h after a glucose load, ranging from amino acids and carbohydrates to fatty acids and lipids. Genome-wide association analyses identified 12 genetic variants in the glucokinase regulatory protein gene locus that were significantly associated with maternal insulin sensitivity, including a common functional missense mutation, rs1260326 (β = -0.2004, p = 4.67 × 10-12 in a meta-analysis across the four ancestries). This SNP was also significantly associated with multiple fasting and 1 h metabolites during pregnancy, including fasting and 1 h triacylglycerols and 2-hydroxybutyrate and 1 h lactate, 2-ketoleucine/ketoisoleucine and palmitoleic acid. Mediation analysis suggested that 1 h palmitoleic acid contributes, in part, to the association of rs1260326 with maternal insulin sensitivity, explaining 13.7% (95% CI 4.0%, 23.3%) of the total effect. CONCLUSIONS/INTERPRETATION: The present study demonstrates commonalities between metabolites and genetic variants associated with insulin sensitivity in the gravid and non-gravid states and provides insights into mechanisms underlying pregnancy-induced insulin resistance. Graphical abstract.

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Published In

Diabetologia

DOI

EISSN

1432-0428

Publication Date

September 2020

Volume

63

Issue

9

Start / End Page

1783 / 1795

Location

Germany

Related Subject Headings

  • Young Adult
  • White People
  • Pregnancy
  • Polymorphism, Single Nucleotide
  • Mutation, Missense
  • Mexican Americans
  • Metabolomics
  • Mediation Analysis
  • Insulin Resistance
  • Humans
 

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Liu, Y., Kuang, A., Talbot, O., Bain, J. R., Muehlbauer, M. J., Hayes, M. G., … HAPO Study Cooperative Research Group. (2020). Metabolomic and genetic associations with insulin resistance in pregnancy. Diabetologia, 63(9), 1783–1795. https://doi.org/10.1007/s00125-020-05198-1
Liu, Yu, Alan Kuang, Octavious Talbot, James R. Bain, Michael J. Muehlbauer, M Geoffrey Hayes, Olga R. Ilkayeva, et al. “Metabolomic and genetic associations with insulin resistance in pregnancy.Diabetologia 63, no. 9 (September 2020): 1783–95. https://doi.org/10.1007/s00125-020-05198-1.
Liu Y, Kuang A, Talbot O, Bain JR, Muehlbauer MJ, Hayes MG, et al. Metabolomic and genetic associations with insulin resistance in pregnancy. Diabetologia. 2020 Sep;63(9):1783–95.
Liu, Yu, et al. “Metabolomic and genetic associations with insulin resistance in pregnancy.Diabetologia, vol. 63, no. 9, Sept. 2020, pp. 1783–95. Pubmed, doi:10.1007/s00125-020-05198-1.
Liu Y, Kuang A, Talbot O, Bain JR, Muehlbauer MJ, Hayes MG, Ilkayeva OR, Lowe LP, Metzger BE, Newgard CB, Scholtens DM, Lowe WL, HAPO Study Cooperative Research Group. Metabolomic and genetic associations with insulin resistance in pregnancy. Diabetologia. 2020 Sep;63(9):1783–1795.
Journal cover image

Published In

Diabetologia

DOI

EISSN

1432-0428

Publication Date

September 2020

Volume

63

Issue

9

Start / End Page

1783 / 1795

Location

Germany

Related Subject Headings

  • Young Adult
  • White People
  • Pregnancy
  • Polymorphism, Single Nucleotide
  • Mutation, Missense
  • Mexican Americans
  • Metabolomics
  • Mediation Analysis
  • Insulin Resistance
  • Humans