Evidence map›Paper›PMID 39990572›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Hematologic dynamics during pregnancy and their association with obstetric complications: a retrospective cohort study.

Veronica Tozzo, Rachel Petherbridge, Kaitlyn James, Sarah Hsu, Chloe Michalopoulos, Brody H Foy, Tanayott Thaweethai, Christopher Mow, Jacqueline Maya, Carolina Batlle Camero and 5 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Veronica TozzoDepartment of Pathology and Center for Systems Biology, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0001-8538-9198
Rachel PetherbridgeDepartment of Pathology and Center for Systems Biology, Massachusetts General Hospital, Boston, MA, USA.
Kaitlyn JamesDepartment of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA.
Sarah HsuDiabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA.
Chloe MichalopoulosDiabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA.
Brody H FoyDepartment of Pathology and Center for Systems Biology, Massachusetts General Hospital, Boston, MA, USA.
Tanayott ThaweethaiHarvard Medical School, Boston, MA.
Christopher MowDepartment of Pathology and Center for Systems Biology, Massachusetts General Hospital, Boston, MA, USA.
Jacqueline MayaDiabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA.
Carolina Batlle CameroUniversity of Puerto Rico, School of Medicine, San Juan, Puerto Rico.
Lydia ShookDepartment of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-5859-8610
Kathryn J GrayDepartment of Obstetrics and Gynecology, University of Washington School of Medicine, Seattle, WA.
Logan MauneyDepartment of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA.
John M HigginsDepartment of Pathology and Center for Systems Biology, Massachusetts General Hospital, Boston, MA, USA.
Camille E PoweDiabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA.

Funding

TRAINING PROGRAM IN ENDOCRINOLOGY AND DIABETEST32DK007028 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Karen K Miller · 1986 to 2026
$18.5M
Glycemic Observation Using A1C for Gestational Diabetes DiagnosisR01HD104756 · NICHD · MASSACHUSETTS GENERAL HOSPITAL · PI John Matthew Higgins, Camille Elise Powe · 2022 to 2026
$3.5M
Towards optimizing diabetes management and diagnosis by personalizing HbA1c targetsR01DK123330 · NIDDK · UNIVERSITY OF CINCINNATI · PI COHEN, ROBERT MAYNARD · 2020 to 2024
$3.4M
Transdisciplinary Harvard WRHR Career Development for Gynecologists and ObstetriciansK12HD103096 · NICHD · BRIGHAM AND WOMEN'S HOSPITAL · PI NOUR, NAWAL M. · 2020 to 2024
$1.5M
Signatures of dysfunctional mitochondrial fatty acid oxidation that predispose to early-onset preeclampsiaK08HL146963 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI GRAY, KATHRYN JOHNSON · 2019 to 2023
$940k
Mentoring Underrepresented Researchers in Diabetes and Pregnancy InvestigationK26DK138346 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Camille Elise Powe · 2023 to 2026
$529k
NHLBI NIH HHS K08 HL146963NICHD NIH HHS K12 HD103096NICHD NIH HHS R01 HD104756NIDDK NIH HHS K26 DK138346NIDDK NIH HHS R01 DK123330NIDDK NIH HHS T32 DK007028
6 · The paper itself

Abstract

Objectives: Pregnancy alters hematologic state as measured by complete blood counts (CBC), but the longitudinal changes in CBC indices that define healthy pregnancies are not well established. Our objectives were (1) to define gestational age-specific reference intervals for CBCs and their longitudinal changes in a large United States-based cohort and (2) to use these reference intervals to examine associations between extreme CBC values and changes and risk of obstetric complications. Design: Retrospective cohort study including electronic health record-based discovery and validation cohorts. Setting: Academic medical center and affiliated health system in the United States between 1998 and 2022. Participants: Individuals with singleton pregnancies delivering after 30 weeks' gestation who presented for prenatal care prior to 20 weeks'. There were 45,992 pregnancies in the discovery cohort, 18% of whom had complications, and 50,603 in the validation cohort, 22% with complications. Main outcome measures: Composite outcome (hypertensive disorder of pregnancy, small for gestational age birthweight or preterm birth) and its individual components. We analyzed associations between CBC results and outcomes using generalized estimating equations for logistic regression with Bonferroni correction for multiple hypothesis testing. Results: Hematocrit, hemoglobin, and red cell count values above their reference intervals were associated with increased risk of the composite obstetric complication: OR [95% CI] of 1.4 [1.2, 1.6] p=1.8 Conclusions: Elevated measures of red blood cell count and large intra-pregnancy increases in those measures are associated with subsequent obstetric complications.

Identifiers

PMID39990572
PMCPMC11844592

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.