Evidence map›Paper›PMID 42402568›Full record

ArticleBMC public health2026

The association between heat waves and pregnancy outcome among women undergoing assisted reproductive technology in Sichuan, China.

Tianyi Ma, Yuanyuan Hu, Die Tang, Yiting Lin, Hanyi Liu, Ying Long, Sophia Zuoqiu, Tian Tang

Abstract read
In one paragraph

Article in BMC public health, 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.

Tianyi Ma *Department of Obstetrics and Gynecology, Department of Reproductive Medicine, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
Yuanyuan Hu *Department of Obstetrics and Gynecology, Department of Reproductive Medicine, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
Die TangDepartment of Environmental Sciences and Engineering, College of Architecture and Environment, Sichuan University, Chengdu, Sichuan, China.
Yiting LinWest China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Hanyi LiuWest China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Ying LongDepartment of Obstetrics and Gynecology, Department of Reproductive Medicine, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
Sophia ZuoqiuDepartment of Industrial Engineering, Sichuan University, Pittsburgh Institute, Chengdu, Sichuan, China.
Tian TangDepartment of Obstetrics and Gynecology, Department of Reproductive Medicine, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China. tiantang2016@scu.edu.cn.

Funding

Science and Technology Department of Sichuan Province 2024YFFK0365
6 · The paper itself

Abstract

backgroundWith the increasing frequency and intensity of extreme weather events due to climate change, heat waves have emerged as a significant public health threat. To date, the potential effect of extreme heat wave events, particularly when combined with air pollution, remains poorly understood for pregnancy outcomes among women undergoing assisted reproductive technology (ART).

methodsA retrospective study included 15,198 women receiving ART and 7519 fresh embryo transfer cycles between 2020 to 2022 at the Reproductive Center of West China Second University Hospital in Chengdu, China. Heat wave, a climate change indicator for extreme temperature events, was calculated based on daily temperature during the period of 85 days prior to oocyte retrieval. All environmental exposure variables, including weather and pollution, were matched geospatially to day 0 to day 85 before oocyte retrieval. Generalized linear model (GLMM) were used to assess the association between environmental exposures and ART outcomes, with secondary analysis using interaction terms between heat waves and individual pollutants.

resultsExposure to one heat wave event was positively correlated with the likelihood of becoming pregnant (+ 34.9% in univariate model and + 34.5% in multivariate model for heat wave events + 1 time) and this association was more pronounced in women under 35 years of age (+ 53.7% heat wave events + 1 time), while no statistical correlation was observed between exposure to two heat wave events and ART outcomes. Additionally, CO exhibited a significant negative association with biochemical pregnancy for women under 35 years old (-66.2% for CO + 1 mg/m

conclusionsFindings from this study suggest that heat waves could be an important climatic indicator that reflects the impact of extreme weather on pregnancy outcomes among women receiving ART treatment. The synergy between exposure to extreme temperatures and air pollution could be further analyzed to provide deeper insight into the environmental impact on reproductive health.

Indexed as

Hot TemperaturePregnancy OutcomeReproductive Techniques, AssistedAdultAir PollutionChinaFemaleHumansPregnancyRetrospective StudiesAmbient air pollutionAssisted Reproductive Technology (ART)Environmental exposureHeat wavesPregnancy outcomes

Identifiers

PMID42402568
PMCPMC13613809

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.