Evidence map›Paper›PMID 42046109›Full record

ArticleEnvironmental health : a global access science source2026

Occupational heat exposure and chronic kidney disease risk under climate warming: a retrospective cohort study of petrochemical workers with mechanistic insights.

Minhua Li, Yilin Zhang, Zitong Zhang, Shanshan Du, Rong Xu, Qing Zu, Zihu Lv, Wei Zheng, Weimin Ye, Jianjun Xiang

Abstract read
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Article in Environmental health : a global access science source, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Minhua Li *Department of Preventive Medicine, School of Public Health, Fujian Medical University, 1 North Xue-Fu Road, Minhou, Fuzhou, Fujian Province, 350122, China.
Yilin Zhang *Department of Preventive Medicine, School of Public Health, Fujian Medical University, 1 North Xue-Fu Road, Minhou, Fuzhou, Fujian Province, 350122, China.
Zitong ZhangDepartment of Preventive Medicine, School of Public Health, Fujian Medical University, 1 North Xue-Fu Road, Minhou, Fuzhou, Fujian Province, 350122, China.
Shanshan DuInstitute of Population Medicine, Fujian Medical University, Fuzhou, Fujian Province, 350122, China.
Rong XuQuangang Hospital, Quanzhou, Fujian Province, 362100, China.
Qing ZuQuangang Hospital, Quanzhou, Fujian Province, 362100, China.
Zihu LvQuangang Hospital, Quanzhou, Fujian Province, 362100, China.
Wei ZhengThe First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, 350005, China. zheng77wei@hotmail.com.
Weimin YeDepartment of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian Province, 350122, China. ywm@fjmu.edu.cn.
Jianjun XiangDepartment of Preventive Medicine, School of Public Health, Fujian Medical University, 1 North Xue-Fu Road, Minhou, Fuzhou, Fujian Province, 350122, China. jianjun.xiang@fjmu.edu.cn.

Funding

Minjiang Scholar Start-up Research Fund of Fujian Province Grant No. 2019-9202001001
6 · The paper itself

Abstract

backgroundThe modifying role of climate warming in the association between occupational heat exposure and chronic kidney disease (CKD), and the related biological mechanisms, remains incompletely understood among petrochemical workers.

methodsWe conducted a retrospective cohort study of 2,649 petrochemical workers in southeastern China between 2013 and 2022. Occupational heat exposure was assessed using on-site wet-bulb globe temperature (WBGT) measurements, reflecting the overall workplace thermal load arising from ambient temperature, process-related heat sources, humidity, and air movement. Incident CKD was defined according to the 2024 Kidney Disease: Improving Global Outcomes (KDIGO) guidelines. Long-term ambient temperature data were incorporated to evaluate effect modification by climate warming and ambient temperature background. In addition, mediation analyses of blood-based biomarkers and a nested case–control metabolomics study were conducted to explore potential biological mechanisms.

resultsDuring a median follow-up of 7.1 years, 386 incident CKD cases were identified. Occupational heat exposure was significantly associated with an increased risk of CKD (HR = 1.40, 95% CI: 1.13–1.71). This association was significantly amplified under conditions of greater climate warming and higher annual mean ambient temperatures (P-interaction < 0.001). Mediation analyses indicated that uric acid, hemoglobin, and albumin partially mediated the association between occupational heat exposure and CKD risk. Metabolomic analyses further revealed shared metabolic alterations related to the accumulation of gut-derived uremic toxins and disturbances in amino acid metabolism.

conclusionsOccupational heat exposure was associated with an elevated risk of CKD among petrochemical workers, and this risk is likely further intensified in the context of ongoing climate warming. These findings highlight the importance of incorporating climate context into occupational heat-related health risk assessments and suggest that integrating routine biomarkers with metabolomic features may enhance early identification and prevention of CKD among occupational heat-exposed workers.

Indexed as

Climate ChangeHot TemperatureOccupational DiseasesOccupational ExposureOil and Gas IndustryRenal Insufficiency, ChronicAdultBiomarkersChinaFemaleHumansMaleMiddle AgedRetrospective StudiesRisk FactorsWorking ConditionsBiomarkersBiomarkersChronic kidney diseaseClimate warmingMetabolomicsOccupational heat exposurePetrochemical workers

Identifiers

PMID42046109
PMCPMC13251088

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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.