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Gestational weight gain and the risk of gestational diabetes mellitus: A latent class trajectory analysis using birth cohort data
- Source :
- Diabetes research and clinical practice. 182
- Publication Year :
- 2021
-
Abstract
- To explore trajectories of gestational weight gain (GWG) before diagnosis and its association with risk of gestational diabetes mellitus (GDM).A population-based retrospective cohort study including 37,060 women with live singleton was conducted between 2013 and 2019 in China. Latent class trajectory model (LCTM) was used to identify GWG trajectories, and Poisson regression with robust error estimates was used to estimate risk ratio (RR) of GDM.Among total 37,060 participants, 25.47% of women were developed with GDM. Two trajectories of GWG were identified as non-excessive weight gain (94.31%) and excessive weight gain (5.69%) before diagnosis of GDM. Women with excessive GWG trajectory before diagnosis had significantly 32.8% (aRR = 1.328, 95 %CI: 1.252 ∼ 1.409, P 0.001) increased risk of developing GDM compared with non-excessive GWG trajectory. Women with excessive GWG trajectory also had higher risk of macrosomia (aRR = 1.476, 95 %CI: 1.307 ∼ 1.666, P 0.001) and cesarean delivery (aRR = 1.126, 95 %CI: 1.081 ∼ 1.174, P 0.001). The impact of excessive GWG trajectory on GDM was greater among pre-pregnancy normal weight women compared with overweight/obese or underweight women.Women with excessive GWG trajectory before diagnosis had significantly higher risk of GDM and GDM-related adverse outcomes, and pre-pregnancy normal weight women with excessive GWG trajectory should also be concerned.
- Subjects :
- medicine.medical_specialty
China
endocrine system diseases
Endocrinology, Diabetes and Metabolism
Population
symbols.namesake
Endocrinology
Pregnancy
Diabetes mellitus
Internal Medicine
Medicine
Humans
Poisson regression
education
Retrospective Studies
education.field_of_study
business.industry
Singleton
Obstetrics
nutritional and metabolic diseases
Retrospective cohort study
General Medicine
medicine.disease
female genital diseases and pregnancy complications
Gestational Weight Gain
Gestational diabetes
Diabetes, Gestational
Relative risk
symbols
Birth Cohort
Female
medicine.symptom
business
Weight gain
Subjects
Details
- ISSN :
- 18728227
- Volume :
- 182
- Database :
- OpenAIRE
- Journal :
- Diabetes research and clinical practice
- Accession number :
- edsair.doi.dedup.....611694cbb092e624e58f4eb4ab892ef4