Evidence map›Paper›PMID 41534582›Full record

ArticleEnvironmental research2026

High ambient temperature during pregnancy and offspring cerebral palsy: A population-based case-control study in California.

Haoran Zhuo, Joshua L Warren, Giselle Bellia, Pin Wang, Kai Chen, Zeyan Liew, Tormod Rogne

Abstract read
In one paragraph

Article in Environmental research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Prenatal exposure to extreme heat and autism in children.The Science of the total environment · 2026
    Article
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

7 authors.

Haoran ZhuoDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA; Yale Center for Perinatal, Pediatric, and Environmental Epidemiology, Yale School of Public Health, New Haven, CT, USA.
Joshua L WarrenDepartment of Biostatistics, Yale School of Public Health, New Haven, CT, USA.
Giselle BelliaDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA; Yale Center for Perinatal, Pediatric, and Environmental Epidemiology, Yale School of Public Health, New Haven, CT, USA.
Pin WangDepartment of Global, Environmental, and Occupational Health, School of Public Health, University of Maryland, College Park, MD, USA.
Kai ChenDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA; Yale Center for Climate Change and Health, Yale School of Public Health, New Haven, CT, USA.
Zeyan LiewDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA; Yale Center for Perinatal, Pediatric, and Environmental Epidemiology, Yale School of Public Health, New Haven, CT, USA. Electronic address: zeyan.liew@yale.edu.
Tormod RogneDepartment of Community Medicine and Global Health, University of Oslo, Oslo, Norway; Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA. Electronic address: tormod.rogne@medisin.uio.no.

Funding

Air Pollution Exposure and Risk for Cerebral Palsy - A Statewide StudyR21ES035485 · NIEHS · YALE UNIVERSITY · PI LIEW, ZEYAN · 2024 to 2025
$487k
NIEHS NIH HHS R21 ES035485
6 · The paper itself

Abstract

backgroundCerebral palsy (CP) is the most common neuromotor disorder in childhood and environmental factors may play important etiological roles. We aimed to investigate whether prenatal exposure to high ambient temperature was associated with CP risk in the offspring.

methodsWe conducted a nested case-control study in California that included CP cases from a statewide system on developmental disabilities and randomly selected 20 % births without CP as controls during 2005-2015. Gestational weekly-average temperatures were calculated from high-resolution (1 km) daily mean temperatures at the maternal residential address at birth. We implemented a distributed lag model within a logistic framework to estimate the associations between per 5 °C increase of temperature, extreme heat that above the 90th percentile of the local temperature distribution, and CP risk in gestational week 0-31 and final seven weeks preceding birth. Further, we performed a sibling analysis to consider the influence of uncontrolled confounding.

resultsThe study population included 5938 CP cases and 1,092,313 controls. There was an increased risk of CP associated with per 5 °C increase of weekly ambient temperature (odds ratio, ORs: 2 %, 95 % credible interval: 1 %-5 %) or extreme heat (ORs of 4-5 %, 95 % credible interval: 0 %-13 %) in the early pregnancy. Stronger associations were observed if such exposures happened cumulatively over time (ORs of 8 %-18 %). A similar trend was also suggested in the sibling analyses.

conclusionsEarly-pregnancy exposure to high ambient temperature was associated with increased risk of childhood CP. Our findings urge further monitoring of childhood neurodevelopmental disorders in the context of changing climate.

Indexed as

Cerebral PalsyHot TemperatureMaternal ExposurePrenatal Exposure Delayed EffectsAdultCaliforniaCase-Control StudiesFemaleHumansInfant, NewbornMalePregnancyAmbient temperatureCerebral palsyPrenatal exposureSusceptible window

Identifiers

PMID41534582
PMCPMC12883187

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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.