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Risk stratification for healthcare planning in women with gestational diabetes mellitus
- Source :
- The Netherlands journal of medicine. 74(6)
- Publication Year :
- 2016
-
Abstract
- To identify relevant factors predicting the need for insulin therapy in women with gestational diabetes mellitus (GDM) and secondly to determine a potential 'low- risk' diet-treated group who are likely to have good pregnancy outcomes.A retrospective analysis between 2011-2014. Multivariable backward stepwise logistic regression was used to identify the predictors of the need for insulin therapy. To identify a 'low-risk' diet-treated group, the group was stratified according to pregnancy complications. Diet-treated women with indications for induction in secondary care were excluded.A total of 820 GDM women were included, 360 (44%) women required additional insulin therapy. The factors predicting the need for insulin therapy were: previous GDM, family history of diabetes, a previous infant weighing ≥ 4500 gram, Middle-East/North-African descent, multiparity, pre-gestational BMI ≥ 30 kg/m2, and an increased fasting glucose level ≥ 5.5 mmol/l (OR 6.03;CI 3.56-10.22) and two-hour glucose level ≥ 9.4 mmol/l after a 75-gram oral glucose tolerance test at GDM diagnosis. In total 125 (54%) women treated with diet only had pregnancy complications. Primiparity and higher weight gain during pregnancy were the best predictors for complications (predictive probability 0.586 and 0.603).In this GDM population we found various relevant factors predicting the need for insulin therapy. A fasting glucose level ≥ 5.5 mmol/l at GDM diagnosis was by far the strongest predictor. Women with GDM who had good glycaemic control on diet only with a higher parity and less weight gain had a lower risk for pregnancy complications.
- Subjects :
- Adult
Blood Glucose
Black People
Glucose Tolerance Test
Weight Gain
Risk Assessment
Severity of Illness Index
Patient Care Planning
Arabs
Fetal Macrosomia
Pregnancy Complications
Diabetes, Gestational
Parity
Logistic Models
Pregnancy
Multivariate Analysis
Ethnicity
Humans
Hypoglycemic Agents
Insulin
Female
Obesity
Diet Therapy
Netherlands
Retrospective Studies
Subjects
Details
- ISSN :
- 18729061
- Volume :
- 74
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- The Netherlands journal of medicine
- Accession number :
- edsair.pmid..........eca9d6382f9b33996a6cb91bee491a52