Evidence map›Paper›PMID 34255031›Full record

Observational studyThe Journal of clinical endocrinology and metabolism2021

Maternal Metabolites Associated With Gestational Diabetes Mellitus and a Postpartum Disorder of Glucose Metabolism.

Yu Liu, Alan Kuang, James R Bain, Michael J Muehlbauer, Olga R Ilkayeva, Lynn P Lowe, Boyd E Metzger, Christopher B Newgard, Denise M Scholtens, William L Lowe

Open access · bronzeAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in The Journal of clinical endocrinology and metabolism, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 1 pooled it
3.6field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

23 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.

  1. Cellular and Molecular Pathophysiology of Gestational Diabetes.International journal of molecular sciences · 2024
    Pooled it
  2. Article
  3. Review
  4. [Association Study of Parity With Adverse Pregnancy Outcomes].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2026
    Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. Article
  14. Metabolomic Profiles of Nonobese and Obese Women With Gestational Diabetes.The Journal of clinical endocrinology and metabolism · 2023
    Article
  15. Article
  16. Article
  17. Article
  18. Multigenerational diabetes mellitus.Frontiers in endocrinology · 2023
    Review
  19. Pregnancy as an opportunity to prevent type 2 diabetes mellitus: FIGO Best Practice Advice.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2023
    Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 2 countries.

Yu LiuDepartment of Endocrinology and Metabolism, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai 200127, P. R. China.ORCID 0000-0002-5100-244X
Alan KuangDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, USA.ORCID 0000-0001-7991-2835
James R BainSarah W. Stedman Nutrition and Metabolism Center, Duke University School of Medicine, Durham, North Carolina 27705, USA.
Michael J MuehlbauerSarah W. Stedman Nutrition and Metabolism Center, Duke University School of Medicine, Durham, North Carolina 27705, USA.
Olga R IlkayevaSarah W. Stedman Nutrition and Metabolism Center, Duke University School of Medicine, Durham, North Carolina 27705, USA.
Lynn P LoweDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, USA.ORCID 0000-0002-9611-7574
Boyd E MetzgerDepartment of Endocrinology and Metabolism, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai 200127, P. R. China.
Christopher B NewgardSarah W. Stedman Nutrition and Metabolism Center, Duke University School of Medicine, Durham, North Carolina 27705, USA.
Denise M ScholtensDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, USA.ORCID 0000-0002-8252-7863
William L LoweDepartment of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, USA.ORCID 0000-0001-9467-3422
Northwestern University · USDuke University · USRenji Hospital · CN

Funding

Clinical and Translational Science Collaborative of ClevelandUL1TR002548 · NCATS · CASE WESTERN RESERVE UNIVERSITY · PI MCCOMSEY, GRACE A · 2018 to 2022
$35.5M
Hyperglycemia and Pregnancy Outcome(HAPO)Follow Up StudyU01DK094830 · NIDDK · NORTHWESTERN UNIVERSITY AT CHICAGO · PI METZGER, BOYD E · 2012 to 2016
$18.6M
Hyperglycemia and Adverse Pregnancy Outcome (HAPO)R01HD034243 · NICHD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI METZGER, BOYD E · 1999 to 2010
$16.2M
HAPO: DATA COORDINATING CENTERR01HD034242 · NICHD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI DYER, ALAN R · 1999 to 2007
$3.0M
Predicting Newborn and Childhood Adiposity: An Integrated Omics ApproachR01DK117491 · NIDDK · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LOWE, WILLIAM L, SCHOLTENS, DENISE M · 2018 to 2022
$2.8M
Maternal Obesity and Gestational Diabetes: Impact on MetabolomeR01DK095963 · NIDDK · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LOWE, WILLIAM L · 2013 to 2016
$1.7M
NCATS NIH HHS UL1 TR002548NICHD NIH HHS 391 R01HD34242NICHD NIH HHS R01 HD034242NICHD NIH HHS R01 HD034243NIDDK NIH HHS R01 DK095963NIDDK NIH HHS R01DK095963NIDDK NIH HHS R01 DK117491NIDDK NIH HHS U01 DK094830NIH HHS 1U01DK094830
6 · The paper itself

Abstract

contextGestational diabetes is associated with a long-term risk of developing a disorder of glucose metabolism. However, neither the metabolic changes characteristic of gestational diabetes in a large, multi-ancestry cohort nor the ability of metabolic changes during pregnancy, beyond glucose levels, to identify women at high risk for progression to a disorder of glucose metabolism has been examined.

objectiveThis work aims to identify circulating metabolites present at approximately 28 weeks' gestation associated with gestational diabetes mellitus (GDM) and development of a disorder of glucose metabolism 10 to 14 years later.

methodsConventional clinical and targeted metabolomics analyses were performed on fasting and 1-hour serum samples following a 75-g glucose load at approximately 28 weeks' gestation from 2290 women who participated in the Hyperglycemia and Adverse Pregnancy Outcome (HAPO) Study. Postpartum metabolic traits included fasting and 2-hour plasma glucose following a 75-g glucose load, insulin resistance estimated by the homeostasis model assessment of insulin resistance, and disorders of glucose metabolism (prediabetes and type 2 diabetes) during the HAPO Follow-Up Study.

resultsPer-metabolite analyses identified numerous metabolites, ranging from amino acids and carbohydrates to fatty acids and lipids, before and 1-hour after a glucose load that were associated with GDM as well as development of a disorder of glucose metabolism and metabolic traits 10 to 14 years post partum. A core group of fasting and 1-hour metabolites mediated, in part, the relationship between GDM and postpartum disorders of glucose metabolism, with the fasting and 1-hour metabolites accounting for 15.7% (7.1%-30.8%) and 35.4% (14.3%-101.0%) of the total effect size, respectively. For prediction of a postpartum disorder of glucose metabolism, the addition of circulating fasting or 1-hour metabolites at approximately 28 weeks' gestation showed little improvement in prediction performance compared to clinical factors alone.

conclusionThe results demonstrate an association of multiple metabolites with GDM and postpartum metabolic traits and begin to define the underlying pathophysiology of the transition from GDM to a postpartum disorder of glucose metabolism.

Indexed as

Insulin ResistanceMetabolomePostpartum PeriodAdultBiomarkersBlood GlucoseDiabetes, GestationalFemaleFollow-Up StudiesHumansHyperglycemiaPregnancyPregnancy ComplicationsPregnancy OutcomeRisk FactorsUnited StatesBiomarkersBlood Glucosedisorder of glucose metabolismfollow-upgestational diabetes mellitusmetabolomicspregnancy

Identifiers

PMID34255031
PMCPMC8677596
OpenAlexW3178266770

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.