Evidence map›Paper›PMID 42065938›Full record

ArticleEnvironmental science & technology2026

Maternal Heat Shock Protein as a Potential Biomarker of Adaptation to Heat Stress during Pregnancy and Its Relation to Preterm Birth.

Xiaoran Yang, Yuhong Hu, Noelle Pardo, Yan Xu, Roxana Khalili, Aviva Wolf-Jacobs, Sandrah P Eckel, Zhongzheng Niu, Tingyu Yang, Xinci Chen and 11 more

Abstract read
In one paragraph

Article in Environmental science & technology, 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

21 authors.

Xiaoran YangDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.ORCID 0000-0001-5451-4945
Yuhong HuDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Noelle PardoDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.ORCID 0009-0007-3090-8713
Yan XuDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Roxana KhaliliDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.ORCID 0009-0001-2277-7692
Aviva Wolf-JacobsDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Sandrah P EckelDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Zhongzheng NiuDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Tingyu YangDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Xinci ChenDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Helen FoleyDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Danilo GuardadoDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Brendan GrubbsDepartment of Obstetrics and Gynecology, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, United States.
Laila Al-MarayatiDepartment of Obstetrics and Gynecology, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, United States.
Claudia M Toledo-CorralDepartment of Health Sciences, California State University Northridge, Northridge, California 91330, United States.
Jill JohnstonDepartment of Environmental and Occupational Health, Wen School of Population and Public Health, University of California, Irvine, California 92697, United States.ORCID 0000-0002-4530-0555
Genevieve F DuntonDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Shohreh F FarzanDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Theresa M BastainSchool of Public Health, Washington University in St. Louis, St. Louis, Missouri 63130, United States.
Rima HabreDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Carrie V BretonSchool of Public Health, Washington University in St. Louis, St. Louis, Missouri 63130, United States.ORCID 0000-0002-6082-4066

Funding

Translational Research Support CoreP30ES007048 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Joseph Leo Wiemels · 1996 to 2026
$46.4M
Lifecourse Approach to Developmental Repercussions of Environmental Agents on Metabolic and Respiratory Health (LA DREAMERs)UH3OD023287 · OD · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BASTAIN, THERESA M, BRETON, CARRIE VAN DOREN · 2018 to 2022
$28.4M
Project 3: Maternal Exposure to Environmental Hazards and Psychosocial Stressors and Postpartum Allostatic LoadP50MD015705 · NIMHD · UNIVERSITY OF SOUTHERN CALIFORNIA · PI FARZAN, SHOHREH F · 2020 to 2024
$8.1M
Project 2: Environmental Exposures, Stress, and Maternal Pregnancy-Related Weight OutcomesP50ES026086 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI HABRE, RIMA · 2015 to 2019
$3.7M
NIEHS NIH HHS P30 ES007048NIEHS NIH HHS P50 ES026086NIH HHS UH3 OD023287NIMHD NIH HHS P50 MD015705
6 · The paper itself

Abstract

We evaluated whether maternal HSP27 and HSP70 responded to heat stress during pregnancy and whether HSPs were associated with preterm birth in a secondary analysis of a prospective cohort with repeated biomarkers (N = 227 from MADRES). Serum HSPs were measured during early and late pregnancy using ELISA. Daily heat stress in the 30 days before HSP measurement was computed as Daily Maximum Heat Index (DMHI) and Wet Bulb Globe Temperature (WBGT). Distributed lag models identified sensitive windows of heat adaptation; logistic regression models assessed HSPs' effects on preterm birth (<37 gestational weeks, n = 18 [7.9%]). Models were adjusted for sociodemographics, study design, and heat-exposure predictors. HSP27 and HSP70 concentrations decreased over pregnancy. Higher acute DMHI exposure was associated with higher HSP27 and HSP70 during early pregnancy (1-15 days lags; strongest effect per 1-SD increase: 0.6% [95% CI: 0.001-1.2%] for HSP27 at 9 days; 8.3% [2.6-14.5%] for HSP70 at 1 day) and higher HSP27 during late pregnancy. Mothers with larger HSP70 increases over pregnancy were associated with higher preterm birth risks (OR = 5.2, [1.5, 18.6]) versus those with stable/decreasing levels. HSPs may indicate acute heat stress during pregnancy, with increased HSP70 associated with preterm birth risks.

Indexed as

Heat-Shock ProteinsHeat-Shock ResponsePremature BirthAdaptation, PhysiologicalAdultBiomarkersFemaleHot TemperatureHSP27 Heat-Shock ProteinsHSP70 Heat-Shock ProteinsHumansPregnancyBiomarkersHeat-Shock ProteinsHSP27 Heat-Shock ProteinsHSP70 Heat-Shock Proteinsbiomarkers of adaptationbirth outcomeclimateenvironmental epidemiologyheatpregnancy outcomes

Identifiers

PMID42065938
PMCPMC13173531

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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.