A first trimester prediction model for gestational diabetes utilizing aneuploidy and pre-eclampsia screening markers

J Matern Fetal Neonatal Med. 2018 Aug;31(16):2122-2130. doi: 10.1080/14767058.2017.1336759. Epub 2017 Jun 18.

Abstract

Objective: We examined whether first trimester aneuploidy and pre-eclampsia screening markers predict gestational diabetes mellitus (GDM) in a large multi-ethnic cohort and the influence of local population characteristics on markers.

Methods: Clinical and first trimester markers (mean arterial pressure (MAP), uterine artery pulsatility index (UtA PI), pregnancy associated plasma protein A (PAPP-A), free-β human chorionic gonadotropin (free-hCGβ)) were measured in a case-control study of 980 women (248 with GDM, 732 controls) at 11 to 13 + 6 weeks' gestation. Clinical parameters, MAP-, UtA PI-, PAPP-A-, and free-hCGβ-multiples-of-the-median (MoM) were compared between GDM and controls; stratified by ethnicity, parity, and GDM diagnosis <24 versus ≥24 weeks' gestation. GDM model screening performance was evaluated using AUROC.

Results: PAPP-A- and UtA PI-MoM were significantly lower in GDM versus controls (median ((IQR) PAPP-A-MoM 0.81 (0.58-1.20) versus 1.00 (0.70-1.46); UtA PI-MoM 1.01 (0.82-1.21) versus 1.05 (0.84-1.29); p < .05). Previous GDM, family history of diabetes, south/east Asian ethnicity, parity, BMI, MAP, UtA PI, and PAPP-A were significant predictors in multivariate analysis (p < .05). The AUC for a model based on clinical parameters was 0.88 (95%CI 0.85-0.92), increasing to 0.90 (95%CI 0.87-0.92) with first trimester markers combined. The combined model best predicted GDM <24 weeks' gestation (AUC 0.96 (95%CI 0.94-0.98)).

Conclusions: Addition of aneuploidy and pre-eclampsia markers is cost-effective and enhances early GDM detection, accurately identifying early GDM, a high-risk cohort requiring early detection, and intervention. Ethnicity and parity modified marker association with GDM, suggesting differences in pathophysiology and vascular risk.

Keywords: Gestational diabetes; aneuploidy and pre-eclampsia markers; ethnicity; first trimester screening.

Publication types

  • Evaluation Study

MeSH terms

  • Adult
  • Aneuploidy*
  • Biomarkers / blood*
  • Case-Control Studies
  • Chorionic Gonadotropin, beta Subunit, Human / blood
  • Diabetes, Gestational / blood
  • Diabetes, Gestational / diagnosis*
  • Female
  • Gestational Age
  • Humans
  • Maternal Serum Screening Tests
  • Models, Theoretical*
  • Pre-Eclampsia / blood*
  • Pre-Eclampsia / diagnosis
  • Pregnancy
  • Pregnancy Trimester, First / blood*
  • Pregnancy-Associated Plasma Protein-A / analysis
  • Prenatal Diagnosis / methods*
  • Prognosis
  • Pulsatile Flow / physiology
  • Ultrasonography, Prenatal
  • Uterine Artery / diagnostic imaging

Substances

  • Biomarkers
  • Chorionic Gonadotropin, beta Subunit, Human
  • Pregnancy-Associated Plasma Protein-A