Evidence map›Paper›PMID 40171639›Full record

ArticleHypertension (Dallas, Tex. : 1979)2025

Early Pregnancy Blood Pressure Trajectories and Hypertension Years After Pregnancy.

James M Roberts, Stacey E Alexeeff, Baiyang Sun, Mara Greenberg, Alexis King, Mai N Nguyen-Huynh, Alan S Go, Erica P Gunderson

Abstract read
In one paragraph

Article in Hypertension (Dallas, Tex. : 1979), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Hypertensive disorders of pregnancy and women's health throughout the life course: an update review 2025-2026.Hypertension research : official journal of the Japanese Society of Hypertension · 2026
    Review
  2. Article
  3. Cardiovascular complications of pregnancy.The Journal of clinical investigation · 2026
    Review
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

James M RobertsDepartment of Obstetrics, Gynecology and Reproductive Sciences, Magee-Womens Research Institute, Epidemiology and Clinical and Translational Research, University of Pittsburgh, PA (J.M.R.).ORCID 0000-0002-2671-3207
Stacey E AlexeeffDivision of Research, Kaiser Permanente Northern California, Pleasanton (S.E.A., B.S., A.K., M.N.N.-H., A.S.G., E.P.G.).ORCID 0000-0001-8988-6976
Baiyang SunDivision of Research, Kaiser Permanente Northern California, Pleasanton (S.E.A., B.S., A.K., M.N.N.-H., A.S.G., E.P.G.).ORCID 0000-0001-6154-3787
Mara GreenbergDepartment of Obstetrics and Gynecology, Kaiser Permanente, Oakland Medical Center, Oakland, CA (M.G.).ORCID 0000-0003-3110-4438
Alexis KingDivision of Research, Kaiser Permanente Northern California, Pleasanton (S.E.A., B.S., A.K., M.N.N.-H., A.S.G., E.P.G.).
Mai N Nguyen-HuynhDivision of Research, Kaiser Permanente Northern California, Pleasanton (S.E.A., B.S., A.K., M.N.N.-H., A.S.G., E.P.G.).ORCID 0000-0002-8228-0282
Alan S GoDivision of Research, Kaiser Permanente Northern California, Pleasanton (S.E.A., B.S., A.K., M.N.N.-H., A.S.G., E.P.G.).ORCID 0000-0001-9109-0811
Erica P GundersonDivision of Research, Kaiser Permanente Northern California, Pleasanton (S.E.A., B.S., A.K., M.N.N.-H., A.S.G., E.P.G.).ORCID 0000-0002-2039-1964

Funding

Prenatal Blood Pressure Patterns to Predict Pregnancy-Related Hypertension and Later Life Cardiovascular RiskR01HL145808 · NHLBI · KAISER FOUNDATION RESEARCH INSTITUTE · PI GUNDERSON, ERICA PAULINE · 2019 to 2022
$3.3M
NHLBI NIH HHS R01 HL145808
6 · The paper itself

Abstract

backgroundHypertensive disorders of pregnancy (HDP) increase cardiovascular disease risk. Blood pressure (BP) trajectories ≤20 weeks' gestation predict HDP outcomes. We hypothesized that early-pregnancy BP patterns stratify risk of developing hypertension years after pregnancy.

methodsThis prospective cohort of 174 774 women without prior hypertension, kidney, liver, or heart disease, or history of preeclampsia entered prenatal care ≤14 weeks and delivered a stillborn or live singleton birth at Kaiser Permanente Northern California hospitals (2009-2019). Electronic health records provided data, including HDP for each birth, longitudinal outpatient clinical BP measurements, International Classification of Diseases codes, and medication use to identify new-onset hypertension from 2 months through 14 years post-delivery (2009-2023). Latent class trajectory modeling identified 6 BP trajectory (BPT) groups capturing both BP levels and slopes from 0 to 20 weeks' gestation. Multivariable Cox regression models estimated the hazard ratio (95% CIs) of new-onset hypertension after pregnancy associated with early-pregnancy BP trajectories, with effect modification by HDP.

resultsBP trajectories were associated with an increasing gradient of hypertension risk after pregnancy within each HDP group. Adjusted hazard ratios were higher among preeclampsia and gestational hypertension groups than for no HDP. From lowest to highest BPT groups, hazard ratios ranged from 2.91 to 27.31 for preeclampsia, 4.20 to 27.81 for gestational hypertension, and 2.92 to 10.96 for no HDP compared with lowest BP trajectories of the no HDP group (all reference 1.0).

conclusionsEarly-pregnancy BP trajectories are strongly associated with new-onset hypertension years after pregnancy. Combined with HDP, they may stratify risk for targeted surveillance and early interventions and improve the prediction of cardiovascular disease risk in women.

Indexed as

Blood PressureHypertensionHypertension, Pregnancy-InducedAdultBlood Pressure DeterminationCaliforniaFemaleHumansPre-EclampsiaPregnancyProspective StudiesRisk Factorsblood pressurecardiovascular diseasefollow-up studieshypertensionpre-eclampsiapregnancywomen

Identifiers

PMID40171639
PMCPMC12003091

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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.