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.

IF 4.7 3区 医学 Q1 PRIMARY HEALTH CARE
Qiming Dai, Jin Xiang
{"title":"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.","authors":"Qiming Dai, Jin Xiang","doi":"10.1038/s41533-026-00530-5","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Asthma, a common chronic respiratory disease worldwide, is strongly influenced by several attributable risk factors.</p><p><strong>Objective: </strong>To systematically examine global asthma burden trends attributable to major risk factors from 1990 to 2021 and forecast changes to 2050.</p><p><strong>Methods: </strong>Using 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).</p><p><strong>Results: </strong>During 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%).</p><p><strong>Conclusion: </strong>Despite 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.</p>","PeriodicalId":19470,"journal":{"name":"NPJ Primary Care Respiratory Medicine","volume":" ","pages":""},"PeriodicalIF":4.7000,"publicationDate":"2026-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13623882/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"NPJ Primary Care Respiratory Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41533-026-00530-5","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PRIMARY HEALTH CARE","Score":null,"Total":0}
引用次数: 0

Abstract

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

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

Methods: Using 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).

Results: During 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%).

Conclusion: Despite 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.

1990-2021年归因风险因素导致的全球哮喘负担,以及到2050年的预测:2021年全球疾病负担研究的系统分析
背景:哮喘是世界范围内常见的慢性呼吸系统疾病,受几种归因危险因素的强烈影响。目的:系统研究1990 - 2021年全球主要危险因素导致的哮喘负担趋势,并预测到2050年的变化。方法:利用2021年GBD数据,估计全球哮喘DALY和年龄标准化DALY率(ASDRs)归因于高BMI、吸烟、职业暴露和NO 2污染,并探讨它们与社会人口指数(SDI)的关系。采用贝叶斯年龄-时期-队列(BAPC)模型进行预测,以1990-2010年数据作为2011 - 2021年回测趋势的训练集,并以平均绝对百分比误差(MAPE)评估预测精度。结果:在1990-2021年期间,与大多数危险因素相关的哮喘负担在全球和SDI五分位数中均有所下降。回测证实BAPC模型信度(MAPE:高BMI 5.44%,吸烟1.16%,职业性哮喘3.35%)。在世界范围内,吸烟相关负担下降最为明显:ASDR从1990年的41.95 / 10万下降到2021年的16.19 / 10万(-61.41%,估计年百分比变化[EAPC] = -3.13)。NO₂污染和职业性哮喘负担分别下降48.45%和45.57%。高BMI降低最小(-21.99%,EAPC = -0.85),中低SDI区增加(EAPC = 0.25)。高BMI (ρ = -0.27)、职业风险和吸烟的ASDRs与SDI呈负相关;NO₂ASDR与SDI呈显著正相关(ρ = 0.56, P)。结论:尽管四种因素均能降低哮喘负担,但高BMI对哮喘的威胁越来越大,且存在显著的地区差异。未来的策略应根据SDI地区和高危人群量身定制,优先对高BMI进行监测和干预,以应对其不断上升的疾病风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
NPJ Primary Care Respiratory Medicine
NPJ Primary Care Respiratory Medicine PRIMARY HEALTH CARE-RESPIRATORY SYSTEM
CiteScore
5.50
自引率
6.50%
发文量
49
审稿时长
10 weeks
期刊介绍: npj Primary Care Respiratory Medicine is an open access, online-only, multidisciplinary journal dedicated to publishing high-quality research in all areas of the primary care management of respiratory and respiratory-related allergic diseases. Papers published by the journal represent important advances of significance to specialists within the fields of primary care and respiratory medicine. We are particularly interested in receiving papers in relation to the following aspects of respiratory medicine, respiratory-related allergic diseases and tobacco control: epidemiology prevention clinical care service delivery and organisation of healthcare (including implementation science) global health.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书