Glucose time in range trajectories during pregnancy and association with adverse perinatal outcomes: a joint latent-class trajectory modeling approach

Am J Obstet Gynecol MFM. 2025 Jun;7(6):101669. doi: 10.1016/j.ajogmf.2025.101669. Epub 2025 Mar 15.

Abstract

Background: While time in range (TIR) summarized over pregnancy is associated with adverse outcomes among individuals with preexisting type 1 or 2 diabetes, the impact of TIR trajectories with advancing gestation is unknown.

Objective: To identify glucose TIR trajectories across pregnancy and evaluate their association with perinatal outcomes among patients with preexisting diabetes.

Study design: Retrospective, single-center cohort study of pregnant patients with type 1 or 2 diabetes who used continuous glucose monitoring (CGM) and delivered in 2019 to 2023. Weekly TIR (65-140 mg/dL) was computed starting at 10 weeks' gestation, and joint latent-class trajectory modeling identified discrete TIR trajectory groups. Patients were classified into groups, and multivariable logistic regression estimated the associations between groups and perinatal outcomes.

Results: Of 179 pregnant patients, 91 had type 1 and 88 had type 2 diabetes. We identified four TIR trajectory groups using data from over 5.1 million CGM measurements: (1) good control, stable (n=48), (2) moderate control, initial improvement, and late decline (n=22), (3) moderate control, late improvement (n=63), and (4) poor control, initial worsening and late improvement (n=46). All perinatal outcomes differed by TIR trajectory. Groups 2, 3, and 4 with suboptimal control in early pregnancy were associated with higher odds of preterm birth, indicated preterm birth, and NICU admission, compared to group 1. Groups 3 and 4, which had the lowest TIR during second and early third trimesters, were associated with higher odds of large-for-gestational-age (LGA). Only group 4 was associated with higher odds of preeclampsia and neonatal hypoglycemia.

Conclusion: Achieving glycemic control in the second and early third trimesters during fetal and placental growth and development is important to reduce the risk of adverse pregnancy outcomes, particularly LGA. Third-trimester TIR decline may impact risk of preterm birth and NICU admission.

MeSH terms

  • Adult
  • Blood Glucose Self-Monitoring
  • Blood Glucose* / analysis
  • Blood Glucose* / metabolism
  • Diabetes Mellitus, Type 1* / blood
  • Diabetes Mellitus, Type 1* / complications
  • Diabetes Mellitus, Type 2* / blood
  • Diabetes Mellitus, Type 2* / complications
  • Female
  • Humans
  • Infant, Newborn
  • Latent Class Analysis
  • Pregnancy
  • Pregnancy Outcome / epidemiology
  • Pregnancy in Diabetics* / blood
  • Premature Birth / epidemiology
  • Retrospective Studies
  • Time Factors

Substances

  • Blood Glucose