Evidence map›Paper›PMID 41728335›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Area deprivation, social vulnerability, and post-pregnancy blood pressure.

Allison E Gaffey, Matthew M Burg, Andrea C Kozai, Virginia R Nuckols, Jun Wu, Kiarri Kershaw, William Grobman, Bethany Barone Gibbs

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. 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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Allison E GaffeyDepartment of Internal Medicine (Cardiovascular Medicine), Yale School of Medicine, New Haven, CT.ORCID 0000-0002-2960-2772
Matthew M BurgDepartment of Internal Medicine (Cardiovascular Medicine), Yale School of Medicine, New Haven, CT.ORCID 0000-0002-1263-2385
Andrea C KozaiUniversity of Pittsburgh, Pittsburgh, PA.ORCID 0000-0001-8568-0911
Virginia R NuckolsDepartment of Kinesiology and Applied Physiology, University of Delaware, Newark DE.ORCID 0000-0001-5879-5991
Jun WuDepartment of Environmental and Occupational Health, School of Population & Public Health, University of California, Irvine, Irvine, CA.
Kiarri KershawDepartment of Preventive Medicine and Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL.ORCID 0000-0002-0063-6397
William GrobmanDepartment of Obstetrics and Gynecology, Brown University, Providence, RI.
Bethany Barone GibbsDepartment of Epidemiology and Biostatistics, West Virginia University, Morgantown, WV.ORCID 0000-0002-0732-6148

Funding

UCLA Clinical and Translational Science InstituteUL1TR000124 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI DUBINETT, STEVEN M. · 2012 to 2015
$57.0M
Clinical and Translational Science Collaborative of ClevelandUL1TR000439 · NCATS · CASE WESTERN RESERVE UNIVERSITY · PI KONSTAN, MICHAEL W. · 2012 to 2016
$50.0M
Stress and Racial Disparities in Preeclampsia - Clues from DNA Methylomic ProfilingU01HL145358 · NHLBI · RESEARCH TRIANGLE INSTITUTE · PI Rebecca Boehm McNeil · 2020 to 2026
$24.6M
Indiana Clinical and Translational Sciences InstituteUL1TR001108 · NCATS · INDIANA UNIVERSITY INDIANAPOLIS · PI DENNE, SCOTT C., SHEKHAR, ANANTHA · 2013 to 2017
$23.3M
Pregnancy as a Window to Future Cardiovascular Health: Adverse Pregnancy Outcomes Supplement RequestU10HL119991 · NHLBI · RESEARCH TRIANGLE INSTITUTE · PI PARKER, CORETTE BREEDEN · 2013 to 2018
$12.6M
Institute for Clinical and Translational ScienceUL1TR000153 · NCATS · UNIVERSITY OF CALIFORNIA-IRVINE · PI COOPER, DAN M · 2012 to 2015
$12.1M
Pregnancy as a Window for Future Cardiovascular HealthU10HL119992 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GROBMAN, WILLIAM ADAM · 2013 to 2016
$536k
Social Vulnerability, Sleep, and Early Hypertension Risk in Younger AdultsK23HL168233 · NHLBI · YALE UNIVERSITY · PI Allison Gaffey · 2023 to 2026
$517k
Pregnancy as a Window to Future Cardiovascular HealthU10HL120034 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI WAPNER, RONALD · 2013 to 2016
$483k
Pregnancy as a Window to Future Cardiovascular HealthU10HL120018 · NHLBI · UNIVERSITY OF UTAH · PI SILVER, ROBERT M. · 2013 to 2016
$395k
Pregnancy as a Window to Future Cardiovascular HealthU10HL120006 · NHLBI · MAGEE-WOMEN'S RES INST AND FOUNDATION · PI SIMHAN, HYAGRIV N · 2013 to 2016
$218k
Pregnancy as a Window to Future Cardiovascular HealthU10HL119990 · NHLBI · INDIANA UNIVERSITY INDIANAPOLIS · PI HAAS, DAVID M. · 2013 to 2016
$202k
NCATS NIH HHS UL1 TR000124NCATS NIH HHS UL1 TR000153NCATS NIH HHS UL1 TR000439NCATS NIH HHS UL1 TR001108NHLBI NIH HHS K23 HL168233NHLBI NIH HHS U01 HL145358NHLBI NIH HHS U10 HL119989NHLBI NIH HHS U10 HL119990NHLBI NIH HHS U10 HL119991NHLBI NIH HHS U10 HL119992NHLBI NIH HHS U10 HL119993NHLBI NIH HHS U10 HL120006NHLBI NIH HHS U10 HL120018NHLBI NIH HHS U10 HL120019NHLBI NIH HHS U10 HL120034
6 · The paper itself

Abstract

Introduction: Pregnancy is a critical test of women's cardiovascular risk. Structural factors may influence long-term cardiovascular health beyond individual, social experiences. We examined associations of neighborhood-level deprivation and individual-level social vulnerability (SV) during pregnancy with postpartum blood pressure (BP). Methods: This secondary analysis of a prospective cohort study used data from 3,728 nulliparous women in the nuMoM2b-HHS cohort followed from early pregnancy to 2-7 years post-delivery (Mage: 30.8 years, 65% non-Hispanic White, 14% with adverse pregnancy outcomes [APOs]). Multivariable linear and logistic regression models tested relations of the Area Deprivation Index (ADI) and SV (a composite of perceived stress, discrimination, pregnancy experiences, social support, health literacy, depression, and anxiety) with systolic BP (SBP), diastolic BP (DBP), and incident hypertension, adjusting for demographic and behavioral covariates. Effect modification by APO history was assessed. Results: In unadjusted models, both ADI and greater SV were positively associated with SBP and DBP (all Conclusions: Neighborhood deprivation during pregnancy was associated with higher BP up to seven years later, independent of individual social vulnerability. Structural context during pregnancy may contribute to early maternal cardiovascular risk.

Identifiers

PMID41728335
PMCPMC12919132

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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.