Evidence map›Paper›PMID 35696844›Full record

ArticleEnvironment international2022

Early-pregnancy plasma per- and polyfluoroalkyl substance (PFAS) concentrations and hypertensive disorders of pregnancy in the Project Viva cohort.

Emma V Preston, Marie-France Hivert, Abby F Fleisch, Antonia M Calafat, Sharon K Sagiv, Wei Perng, Sheryl L Rifas-Shiman, Jorge E Chavarro, Emily Oken, Ami R Zota and 1 more

Open access · goldAbstract read
In one paragraph

Article in Environment international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed, 2 pooled it
7.6field-weighted citation impact, top 2% of its field
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

31 citing papers in PubMed, 2 syntheses or guidelines pooled it, 71 citations in OpenAlex.

  1. Pooled it
  2. Determinants of maternal and neonatal PFAS concentrations: a review.Environmental health : a global access science source · 2023
    Pooled it
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  7. Observational
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  9. Perfluoroalkyl substances and preterm birth.Journal of perinatology : official journal of the California Perinatal Association · 2025
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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

11 authors at 8 institutions in 1 country.

Emma V PrestonDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States. Electronic address: epreston@hsph.harvard.edu.
Marie-France HivertDivision of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, United States; Diabetes Unit, Massachusetts General Hospital, Boston, MA, United States. Electronic address: mhivert@partners.org.
Abby F FleischCenter for Outcomes Research and Evaluation, Maine Medical Center Research Institute, Portland, ME, United States; Pediatric Endocrinology and Diabetes, Maine Medical Center, Portland, ME, United States. Electronic address: abby.fleisch@mainehealth.org.
Antonia M CalafatNational Center for Environmental Health, U.S. Centers for Disease Control and Prevention, Atlanta, GA, United States. Electronic address: aic7@cdc.gov.
Sharon K SagivCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, CA, United States. Electronic address: sagiv@berkeley.edu.
Wei PerngDepartment of Epidemiology and the Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, United States. Electronic address: wei.perng@cuanschutz.edu.
Sheryl L Rifas-ShimanDivision of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, United States. Electronic address: sheryl_rifas@harvardpilgrim.org.
Jorge E ChavarroDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States. Electronic address: jchavarr@hsph.harvard.edu.
Emily OkenDivision of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, United States. Electronic address: emily_oken@harvardpilgrim.org.
Ami R ZotaDepartment of Environmental and Occupational Health, Milken Institute School of Public Health, George Washington University, Washington, DC, United States. Electronic address: azota@email.gwu.edu.
Tamarra James-ToddDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States. Electronic address: tjtodd@hsph.harvard.edu.
Harvard University · USBrigham and Women's Hospital · USCenter for Environmental Health · USCenters for Disease Control and Prevention · USMaine Medical Center · USMassachusetts General Hospital · USMilken Institute · USUniversity of Colorado Anschutz Medical Campus · US

Funding

Prenatal environmental determinants of health in young adulthood: a lifecourse approachR01HD034568 · NICHD · HARVARD PILGRIM HEALTH CARE, INC. · PI Marie-France Hivert, Emily Oken · 1998 to 2026
$20.6M
Training Program in Environmental EpidemiologyT32ES007069 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI LADEN, FRANCINE · 1985 to 2024
$13.9M
Common and distinct early environmental influences on cardiometabolic and respiratory health: Mechanisms and methodsUH3OD023286 · OD · HARVARD PILGRIM HEALTH CARE, INC. · PI OKEN, EMILY · 2018 to 2022
$11.7M
Institutional Career Development CoreKL2TR002534 · NCATS · UNIVERSITY OF COLORADO DENVER · PI BURNHAM, ELLEN L · 2018 to 2022
$4.6M
A lifecourse approach to women's mental health: from fertility to perimenopauseR01HD096032 · NICHD · HARVARD PILGRIM HEALTH CARE, INC. · PI CHAVARRO, JORGE EDUARDO, OKEN, EMILY · 2019 to 2023
$3.6M
Prospective associations of childhood PFAS with metabolomic profiles, pubertal timing, and bone healthR01ES030101 · NIEHS · MAINEHEALTH · PI Abby Fleisch · 2019 to 2026
$3.6M
Per- and Polyfluoroalkyl substances mixtures and maternal cardiovascular disease risk across the reproductive life courseR01ES031065 · NIEHS · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI JAMES-TODD, TAMARRA M, ZOTA, AMI R · 2020 to 2024
$3.1M
Prenatal exposure to polyfluoroalkyl chemicals (PFCs)and child growth and developmentR01ES021447 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI SAGIV, SHARON K. · 2012 to 2016
$2.8M
NCATS NIH HHS KL2 TR002534NICHD NIH HHS R01 HD034568NICHD NIH HHS R01 HD096032NIEHS NIH HHS R01 ES021447NIEHS NIH HHS R01 ES030101NIEHS NIH HHS R01 ES031065NIEHS NIH HHS T32 ES007069NIH HHS UH3 OD023286
6 · The paper itself

Abstract

backgroundHypertensive disorders of pregnancy (HDP), defined here as hypertensive disorders with onset in pregnancy (i.e., gestational hypertension, preeclampsia, and preeclampsia superimposed on chronic hypertension), affect up to 10% of pregnancies in the United States and are associated with substantial maternal and neonatal morbidity and mortality. Per- and polyfluoroalkyl substances (PFAS) are associated with adverse cardiometabolic outcomes during pregnancy, but associations between PFAS and HDP are inconsistent and joint effects of PFAS mixtures have not been evaluated.

methodsWe studied 1,558 pregnant individuals from the Project Viva cohort, recruited during 1999-2002. We quantified concentrations of eight PFAS in plasma samples (median 9.7 weeks of gestation). Using clinical records, we calculated trimester-specific mean systolic (SBP) and diastolic (DBP) blood pressure and categorized HDP status [no HDP (normotensive & chronic hypertension), gestational hypertension, preeclampsia]. We estimated associations of individual PFAS with HDP using multinomial logistic regression and estimated associations with blood pressure using linear regression. We used Bayesian kernel machine regression (BKMR) and quantile g-computation to assess joint effects of the PFAS mixture on HDP and blood pressure measures.

resultsFour percent of participants developed preeclampsia and 7% developed gestational hypertension. We observed higher odds of gestational hypertension, but not preeclampsia, per doubling of perfluorooctanoate (PFOA) [OR = 1.51 (95% confidence interval: 1.12, 2.03)], perfluorooctane sulfonate (PFOS) [OR = 1.38 (1.04, 1.82)], and perfluorohexane sulfonate [OR = 1.28 (1.06, 1.54)] concentrations. We observed higher mean DBP per doubling of PFOA [2nd trimester (T2): 0.39 mmHg (-0.01, 0.78); 3rd trimester (T3): 0.56 mmHg (0.14, 0.98)] and PFOS [T2: 0.46 mmHg (0.11, 0.82); T3: 0.43 mmHg (0.05, 0.80)]. The PFAS mixture was positively associated with odds of gestational hypertension [75th vs. 50th percentile: OR = 1.14 (95% credible interval:1.03, 1.25), BKMR] and mean DBP [T2 = 0.17 mmHg (-0.06, 0.40); T3 = 0.22 mmHg (-0.03, 0.48), BKMR].

conclusionsThese findings suggest that exposure to certain PFAS may increase the odds of gestational hypertension during pregnancy, with potential implications for subsequent maternal and child health outcomes.

Indexed as

Alkanesulfonic AcidsEnvironmental PollutantsFluorocarbonsHypertension, Pregnancy-InducedPre-EclampsiaBayes TheoremChildFemaleHumansInfant, NewbornPregnancyAlkanesulfonic AcidsEnvironmental PollutantsFluorocarbonsBlood pressureGestational hypertensionHypertensive disorders of pregnancyPFASPreeclampsia

Identifiers

PMID35696844
PMCPMC9348856
OpenAlexW4281620938

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LicenceCC BY-NC-ND
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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.