Evidence map›Paper›PMID 42288503›Full record

ArticleNPJ primary care respiratory medicine2026

Global Asthma Burden due to Attributable Risk Factors, 1990-2021, and Forecast to 2050: A Systematic Analysis of the Global Burden of Disease Study 2021.

Qiming Dai, Jin Xiang

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Article in NPJ primary care respiratory medicine, 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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5 · Who and what money

Authors and funding

2 authors.

Qiming DaiEmergency Department, University-Town Hospital of Chongqing Medical University, Chongqing, China.
Jin XiangDepartment of Respiratory and Critical Care Medicine, University-Town Hospital of Chongqing Medical University, Chongqing, China. 800262@hospital.cqmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAsthma, a common chronic respiratory disease worldwide, is strongly influenced by several attributable risk factors.

objectiveTo systematically examine global asthma burden trends attributable to major risk factors from 1990 to 2021 and forecast changes to 2050.

methodsUsing 2021 GBD data, we estimated global asthma DALYs and age-standardized DALY rates (ASDRs) attributable to high BMI, smoking, occupational exposure, and NO₂ pollution, and explored their relationships with the Socio-demographic Index (SDI). Bayesian age-period-cohort (BAPC) modeling was used for forecasting, with 1990-2010 data serving as the training set for backtesting trends from 2011 to 2021, and with prediction accuracy evaluated with the mean absolute percentage error (MAPE).

resultsDuring 1990-2021, asthma burden related to most risk factors declined globally and across SDI quintiles. Backtesting confirmed BAPC model reliability (MAPE: high BMI 5.44%, smoking 1.16%, occupational asthmagens 3.35%). Worldwide, smoking-related burden declined most sharply: ASDR fell from 41.95 in 1990 to 16.19 in 2021 per 100,000 (-61.41%, estimated annual percentage change [EAPC] = -3.13). NO₂ pollution and occupational asthma burdens dropped 48.45% and 45.57%, respectively. High BMI showed the smallest reduction (-21.99%, EAPC = -0.85) and showed an increase in low-middle SDI regions (EAPC = 0.25). ASDRs for high BMI (ρ = -0.27), occupational risks, and smoking correlated negatively with SDI; NO₂ ASDR showed a significant positive correlation with SDI (ρ = 0.56, P < 0.001). By 2050, high BMI is projected to be the only risk factor with a continuously rising burden, with its ASDR rising from 39.42 in 2021 to 53.79 per 100,000 ( + 36.45%).

conclusionDespite declines in asthma burden from all four factors, high BMI poses a growing threat with significant regional disparities. Future strategies should be tailored by SDI region and high-risk population, prioritizing surveillance and intervention for high BMI to counter its rising disease risk.

Indexed as

AsthmaGlobal Burden of DiseaseGlobal HealthBayes TheoremBody Mass IndexDisability-Adjusted Life YearsFemaleForecastingHumansNitrogen DioxideOccupational ExposureRisk FactorsSmokingNitrogen Dioxide

Identifiers

PMID42288503
PMCPMC13623882

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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.