Evidence map›Paper›PMID 34419453›Full record

ArticleAmerican journal of obstetrics and gynecology2022

Physiological subtypes of gestational glucose intolerance and risk of adverse pregnancy outcomes.

Daryl J Selen, P Kaitlyn Edelson, Kaitlyn James, Kathryn Corelli, Marie-France Hivert, James B Meigs, Ravi Thadhani, Jeffrey Ecker, Camille E Powe

Open access · greenAbstract read
In one paragraph

Article in American journal of obstetrics and gynecology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed, 1 pooled it
2.5field-weighted citation impact, top 10% 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

25 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Article
  4. Review
  5. Article
  6. The Double-Edged Sword of Gestational Insulin Resistance: Navigating Maternal Adaptation and Its Risks for Pregnancy and Offspring Health.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026
    Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Gestational age and models for predicting gestational diabetes mellitus.Metabolomics : Official journal of the Metabolomic Society · 2025
    Observational
  12. Article
  13. Article
  14. Article
  15. Observational
  16. Observational
  17. Position Statement on Cardiometabolic Health Across the Woman's Life Course - 2025.Revista brasileira de ginecologia e obstetricia : revista da Federacao Brasileira das Sociedades de Ginecologia e Obstetricia · 2025
    Article
  18. Article
  19. Article
  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

9 authors at 3 institutions in 1 country.

Daryl J SelenDiabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA.
P Kaitlyn EdelsonHarvard Medical School, Boston, MA; Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA; Department of Obstetrics and Gynecology, Pennsylvania Hospital, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Pennsylvania Hospital, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
Kaitlyn JamesDepartment of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA.
Kathryn CorelliHarvard Medical School, Boston, MA; Department of Medicine, Massachusetts General Hospital, Boston, MA.
Marie-France HivertDiabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA; Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA.
James B MeigsHarvard Medical School, Boston, MA; Department of Medicine, Massachusetts General Hospital, Boston, MA; Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA; Broad Institute of MIT and Harvard, Boston, MA.
Ravi ThadhaniHarvard Medical School, Boston, MA; Mass General Brigham, Boston, MA.
Jeffrey EckerHarvard Medical School, Boston, MA; Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA.
Camille E PoweDiabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA; Broad Institute of MIT and Harvard, Boston, MA. Electronic address: camille.powe@mgh.harvard.edu.
Harvard University · USBroad Institute · USMassachusetts General Hospital · US

Funding

TRAINING PROGRAM IN ENDOCRINOLOGY AND DIABETEST32DK007028 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Karen K Miller · 1986 to 2026
$18.5M
TOPMed Omics of Type 2 Diabetes and Quantitative TraitsUM1DK078616 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MANNING, ALISA KNODLE · 2021 to 2025
$3.8M
Epidemiology of Precursors to Type 2 DiabetesK24DK080140 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MEIGS, JAMES B · 2007 to 2016
$1.9M
Elucidating Determinants of Gestational Beta-Cell Adaptation and FailureK23DK113218 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI POWE, CAMILLE ELISE · 2017 to 2021
$1.0M
NIDDK NIH HHS K23 DK113218NIDDK NIH HHS K24 DK080140NIDDK NIH HHS T32 DK007028NIDDK NIH HHS UM1 DK078616
6 · The paper itself

Abstract

backgroundWomen with gestational glucose intolerance, defined as an abnormal initial gestational diabetes mellitus screening test, are at risk of adverse pregnancy outcomes even if they do not have gestational diabetes mellitus. Previously, we defined the physiological subtypes of gestational diabetes mellitus based on the primary underlying physiology leading to hyperglycemia and found that women with different subtypes had differential risks of adverse outcomes. Physiological subclassification has not yet been applied to women with gestational glucose intolerance.

objectiveWe defined the physiological subtypes of gestational glucose intolerance based on the presence of insulin resistance, insulin deficiency, or mixed pathophysiology and aimed to determine whether these subtypes are at differential risks of adverse outcomes. We hypothesized that women with the insulin-resistant subtype of gestational glucose intolerance would have the greatest risk of adverse pregnancy outcomes. STUDY

designIn a hospital-based cohort study, we studied women with gestational glucose intolerance (glucose loading test 1-hour glucose, ≥140 mg/dL; n=236) and normal glucose tolerance (glucose loading test 1-hour glucose, <140 mg/dL; n=1472). We applied homeostasis model assessment to fasting glucose and insulin levels at 16 to 20 weeks' gestation to assess insulin resistance and deficiency and used these measures to classify women with gestational glucose intolerance into subtypes. We compared odds of adverse outcomes (large for gestational age birthweight, neonatal intensive care unit admission, pregnancy-related hypertension, and cesarean delivery) in each subtype to odds in women with normal glucose tolerance using logistic regression with adjustment for age, race and ethnicity, marital status, and body mass index.

resultsOf women with gestational glucose intolerance (12% with gestational diabetes mellitus), 115 (49%) had the insulin-resistant subtype, 70 (27%) had the insulin-deficient subtype, 40 (17%) had the mixed pathophysiology subtype, and 11 (5%) were uncategorized. We found increased odds of large for gestational age birthweight (primary outcome) in women with the insulin-resistant subtype compared with women with normal glucose tolerance (odds ratio, 2.35; 95% confidence interval, 1.43-3.88; P=.001; adjusted odds ratio, 1.74; 95% confidence interval, 1.02-3.48; P=.04). The odds of large for gestational age birthweight in women with the insulin-deficient subtype were increased only after adjustment for covariates (odds ratio, 1.69; 95% confidence interval, 0.84-3.38; P=.14; adjusted odds ratio, 2.05; 95% confidence interval, 1.01-4.19; P=.048). Among secondary outcomes, there was a trend toward increased odds of neonatal intensive care unit admission in the insulin-resistant subtype in an unadjusted model (odds ratio, 2.09; 95% confidence interval, 0.99-4.40; P=.05); this finding was driven by an increased risk of neonatal intensive care unit admission in women with the insulin-resistant subtype and a body mass index of <25 kg/m

conclusionInsulin-resistant gestational glucose intolerance is a high-risk subtype for adverse pregnancy outcomes. Delineating physiological subtypes may provide opportunities for a more personalized approach to gestational glucose intolerance.

Indexed as

Blood GlucoseAdultCohort StudiesDiabetes, GestationalFemaleGlucose IntoleranceGlucose Tolerance TestHumansInsulin ResistancePregnancyPregnancy ComplicationsPregnancy OutcomeBlood Glucoseadverse pregnancy outcomesdiabetes mellitusgestational diabetes mellitusgestational glucose intoleranceglucose intoleranceinsulin deficiencyinsulin resistancelarge for gestational age birthweightphysiological subtypespregnancypregnancy-related hypertension

Identifiers

PMID34419453
PMCPMC8810751
OpenAlexW3195965041

What OpenQuestion holds

Textmetadata
LicenceTDM
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.