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Do variations in insulin sensitivity and insulin secretion in pregnancy predict differences in obstetric and neonatal outcomes?
Madsen, Lene R; Gibbons, Kristen S; Ma, Ronald C W; Tam, Wing Hung; Catalano, Patrick M; Sacks, David A; Lowe, Julia; McIntyre, H David.
Afiliação
  • Madsen LR; Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark. leemas@rm.dk.
  • Gibbons KS; Danish Diabetes Academy, Odense University Hospital, Odense, Denmark. leemas@rm.dk.
  • Ma RCW; Department of Medicine, Regional Mater Research Institute, The University of Queensland, South Brisbane, QLD, Australia.
  • Tam WH; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China.
  • Catalano PM; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China.
  • Sacks DA; Chinese University of Hong Kong-Shanghai Jiao Tong University Joint Research Centre in Diabetes Genomics and Precision Medicine, Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong SAR, China.
  • Lowe J; Department of Obstetrics and Gynecology, The Chinese University of Hong Kong, Hong Kong SAR, China.
  • McIntyre HD; Department of Obstetrics and Gynecology, Mother Infant Research Institute, Tufts Medical Center, Boston, MA, USA.
Diabetologia ; 64(2): 304-312, 2021 02.
Article em En | MEDLINE | ID: mdl-33156358
AIMS/HYPOTHESIS: Gestational diabetes mellitus (GDM) is generally defined based on glycaemia during an OGTT, but aetiologically includes women with defects in insulin secretion, insulin sensitivity or a combination of both. In this observational study, we aimed to determine if underlying pathophysiological defects evaluated as continuous variables predict the risk of important obstetric and neonatal outcomes better than the previously used dichotomised or categorical approaches. METHODS: Using data from blinded OGTTs at mean gestational week 28 from five Hyperglycemia and Adverse Pregnancy Outcome study centres, we estimated insulin secretion (Stumvoll first phase) and sensitivity (Matsuda index) and their product (oral disposition index [DI]) in 6337 untreated women (1090 [17.2%] with GDM as defined by the International Association of Diabetes and Pregnancy Study Groups). Rather than dichotomising these variables (i.e. GDM yes/no) or subtyping by insulin impairment, we related insulin secretion and sensitivity as continuous variables, along with other maternal characteristics, to obstetric and neonatal outcomes using multiple regression and receiver operating characteristic curve analysis. RESULTS: Stratifying by GDM subtype offered superior prediction to GDM yes/no only for neonatal hyperinsulinaemia and pregnancy-related hypertension. Including the DI and the Matsuda score significantly increased the area under the receiver operating characteristic curve (AUROC) and improved prediction for multiple outcomes (large for gestational age [AUROC 0.632], neonatal adiposity [AUROC 0.630], pregnancy-related hypertension [AUROC 0.669] and neonatal hyperinsulinaemia [AUROC 0.688]). Neonatal hypoglycaemia was poorly predicted by all models. Combining the DI and the Matsuda score with maternal characteristics substantially improved the predictive power of the model for large for gestational age, neonatal adiposity and pregnancy-related hypertension. CONCLUSION/INTERPRETATION: Continuous measurement of insulin secretion and insulin sensitivity combined with basic clinical variables appeared to be superior to GDM (yes/no) or subtyping by insulin secretion and/or sensitivity impairment in predicting obstetric and neonatal outcomes in a multi-ethnic cohort. Graphical abstract.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Macrossomia Fetal / Resistência à Insulina / Diabetes Gestacional / Hipertensão Induzida pela Gravidez / Secreção de Insulina / Hiperinsulinismo Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Female / Humans / Male / Newborn / Pregnancy Idioma: En Ano de publicação: 2021 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Macrossomia Fetal / Resistência à Insulina / Diabetes Gestacional / Hipertensão Induzida pela Gravidez / Secreção de Insulina / Hiperinsulinismo Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Female / Humans / Male / Newborn / Pregnancy Idioma: En Ano de publicação: 2021 Tipo de documento: Article