Evidence map›Paper›PMID 42671942›Full record

ArticleNephron2026

Global, Regional, and National Burden of Hypertension-Associated Chronic Kidney Disease Attributable to High and Low Temperatures from 1990 to 2021 and Projections to 2050: A Finding from the Global Burden of Disease Study 2021.

Deliang Kong, Ruikang Hu, Juan Li, Lu Li, Haiyang Wu, Shuangxi Li, Wen Wu

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Article in Nephron, 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

7 authors.

Deliang KongDeparment of Nephrology, Changhai Hospital, The Navy Military Medical University, Shanghai, China.
Ruikang HuMedical School of Chinese People's Liberation Army (PLA), Beijing, China.
Juan LiDeparment of Nephrology, Changhai Hospital, The Navy Military Medical University, Shanghai, China.
Lu LiDeparment of Nephrology, Changhai Hospital, The Navy Military Medical University, Shanghai, China.
Haiyang WuDeparment of Nephrology, Changhai Hospital, The Navy Military Medical University, Shanghai, China.
Shuangxi LiDeparment of Nephrology, Changhai Hospital, The Navy Military Medical University, Shanghai, China, sddz.lsx@163.com.
Wen WuHospital of Troop 96608, Hanzhong, China, wuwen18301966750@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionChronic kidney disease (CKD), particularly hypertension-associated CKD (HCKD), is a significant global health burden, with hypertension and diabetes as leading causes. Rising global temperatures and climate variability exacerbate HCKD risks by triggering mechanisms like dehydration, renal ischemia, and increased blood pressure. Using Global Burden of Disease (GBD) 2021 data and predictive models, this study examines trends in HCKD attributable to high and low temperatures.

methodDrawing on data from the 2021 GBD Study, this study focuses on HCKD burden from temperature extremes. Age-standardized mortality rates (ASMRs) and age-standardized disability-adjusted life years rates (ASDRs) were analyzed using descriptive statistics and trend evaluations through estimated annual percentage change (EAPC). Exponential smoothing (ES) and autoregressive integrated moving average (ARIMA) approaches were adopted for predictive modeling. p < 0.05 is considered statistically significant, with uncertainty intervals enhancing robustness.

resultIn 2021, 5,013 (95% uncertainty interval [UI]: -117 to 12,053) deaths and 117,175 (95% UI: 4,333-270,676) disability-adjusted life years (DALYs) from HCKD attributable to high temperature were recorded worldwide, with increases in ASMR (EAPC: 3.43) and ASDR (EAPC: 3.18) since 1990. Low temperature caused 22,892 deaths and 420,310 DALYs, with slower ASMR and ASDR growth. Men consistently exhibited higher ASMR and ASDR than women. Mortality and burden peaked in the 95+ age group and varied across sociodemographic index (SDI) regions, with the highest burdens in low-SDI areas. ARIMA and ES models project continued growth in HCKD burden due to temperature, though growth rates may decelerate by 2050.

conclusionMales, the elderly, and people living in low- and middle-income countries need to be particularly concerned about the threat of HCKD attributed to high and low temperatures.

Indexed as

Chronic kidney diseaseGlobal Burden of DiseaseHigh and low temperaturesHypertension

Identifiers

PMID42671942
PMCPMC13688378

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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.