Associations between hematologic dynamics during pregnancy and obstetric complications: A retrospective observational

Veronica Tozzo1,2,3, Rachel Petherbridge1,2, Kaitlyn James4

  • 1Department of Pathology and Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts, United States of America.

Plos Medicine
|May 20, 2026
PubMed

Insights

Elevated red blood cell counts during pregnancy are linked to increased risks of obstetric complications like hypertensive disorders and preterm birth. Monitoring these complete blood count (CBC) changes can help identify high-risk pregnancies.

Area of Science:

  • Obstetrics and Gynecology
  • Hematology
  • Reproductive Medicine

Background:

  • Pregnancy significantly alters hematologic parameters measured by complete blood count (CBC).
  • Established reference intervals for CBC indices during pregnancy are lacking.
  • Longitudinal changes in CBC during healthy pregnancies require further definition.

Purpose of the Study:

  • To establish gestational-age-specific reference intervals for CBC indices in pregnancy.
  • To define typical longitudinal changes in CBC indices throughout gestation.
  • To investigate associations between extreme CBC values/changes and obstetric complications.

Main Methods:

  • Utilized large electronic health record (EHR)-based cohorts for discovery (n=45,992) and validation (n=48,868).
  • Derived reference intervals and longitudinal change patterns from uncomplicated pregnancies.
  • Tested associations between extreme CBC values/changes and composite obstetric outcomes using generalized estimating equations.

Main Results:

  • Derived reference intervals for several CBC indices differed from existing literature.
  • Elevated hematocrit, hemoglobin, and red cell count above gestational-age specific intervals correlated with increased risk of composite obstetric outcomes.
  • Extreme increases in hemoglobin or red cell count between early and late gestation were associated with higher odds of preterm birth.

Conclusions:

  • Higher red blood cell-related measurements during pregnancy are associated with adverse obstetric outcomes.
  • Unusually large intra-pregnancy increases in red blood cell indices signal increased risk for complications.
  • Gestational-age-specific CBC monitoring may aid in identifying pregnancies at risk for adverse outcomes.
Abstract

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