Title:
Estimates, trends, and drivers of the global burden of type 2 diabetes attributable to PM2·5 air pollution, 1990–2019: an analysis of data from the Global Burden of Disease Study 2019

dc.contributor.authorKatrin Burkart
dc.contributor.authorKate Causey
dc.contributor.authorAaron J Cohen
dc.contributor.authorSarah S Wozniak
dc.contributor.authorDevashri Digvijay Salvi
dc.contributor.authorCristiana Abbafati
dc.contributor.authorVictor Adekanmbi
dc.contributor.authorJose C Adsuar
dc.contributor.authorKeivan Ahmadi
dc.contributor.authorFares Alahdab
dc.contributor.authorZiyad Al-Aly
dc.contributor.authorVahid Alipour
dc.contributor.authorNelson Alvis-Guzman
dc.contributor.authorAdeladza Kofi Amegah
dc.contributor.authorCatalina Liliana Andrei
dc.contributor.authorTudorel Andrei
dc.contributor.authorFereshteh Ansari
dc.contributor.authorJalal Arabloo
dc.contributor.authorOlatunde Aremu
dc.contributor.authorTimur Aripov
dc.contributor.authorEbrahim Babaee
dc.contributor.authorMacIej Banach
dc.contributor.authorAnthony Barnett
dc.contributor.authorTill Winfried Bärnighausen
dc.contributor.authorNeeraj Bedi
dc.contributor.authorMasoud Behzadifar
dc.contributor.authorYannick Béjot
dc.contributor.authorDerrick A Bennett
dc.contributor.authorIsabela M Bensenor
dc.contributor.authorRobert S Bernstein
dc.contributor.authorKrittika Bhattacharyya
dc.contributor.authorAli Bijani
dc.contributor.authorAntonio Biondi
dc.contributor.authorSomayeh Bohlouli
dc.contributor.authorSusanne Breitner
dc.contributor.authorHermann Brenner
dc.contributor.authorZahid A Butt
dc.contributor.authorLuis Alberto Cámera
dc.contributor.authorCarlos Cantu-Brito
dc.contributor.authorFelix Carvalho
dc.contributor.authorEster Cerin
dc.contributor.authorVijay Kumar Chattu
dc.contributor.authorBal Govind Chauhan
dc.contributor.authorJee-Young Jasmine Choi
dc.contributor.authorDinh-Toi Chu
dc.contributor.authorXiaochen Dai
dc.contributor.authorLalit Dandona
dc.contributor.authorRakhi Dandona
dc.contributor.authorAhmad Daryani
dc.contributor.authorKairat Davletov
dc.contributor.authorBarbora De Courten
dc.contributor.authorFeleke Mekonnen Demeke
dc.contributor.authorEdgar Denova-Gutiérrez
dc.contributor.authorSamath Dhamminda Dharmaratne
dc.contributor.authorMeghnath Dhimal
dc.contributor.authorDaniel Diaz
dc.contributor.authorShirin Djalalinia
dc.contributor.authorBruce B Duncan
dc.contributor.authorMaysaa El Sayed Zaki
dc.contributor.authorSharareh Eskandarieh
dc.contributor.authorMohammad Fareed
dc.contributor.authorFarshad Farzadfar
dc.contributor.authorNazir Fattahi
dc.contributor.authorMehdi Fazlzadeh
dc.contributor.authorEduarda Fernandes
dc.contributor.authorIrina Filip
dc.contributor.authorFlorian Fischer
dc.contributor.authorNataliya A Foigt
dc.contributor.authorMarisa Freitas
dc.contributor.authorAhmad Ghashghaee
dc.contributor.authorParamjit Singh Gill
dc.contributor.authorIbrahim Abdelmageed Ginawi
dc.contributor.authorSameer Vali Gopalani
dc.contributor.authorYuming Guo
dc.contributor.authorRajat Das Gupta
dc.contributor.authorTesfa Dejenie Habtewold
dc.contributor.authorRandah R Hamadeh
dc.contributor.authorSamer Hamidi
dc.contributor.authorGraeme J Hankey
dc.contributor.authorEdris Hasanpoor
dc.contributor.authorHamid Yimam Hassen
dc.contributor.authorSimon I Hay
dc.contributor.authorBehzad Heibati
dc.contributor.authorMichael K Hole
dc.contributor.authorNaznin Hossain
dc.contributor.authorMowafa Househ
dc.contributor.authorSeyed Sina Naghibi Irvani
dc.contributor.authorJalil Jaafari
dc.contributor.authorMihajlo Jakovljevic
dc.contributor.authorRavi Prakash Jha
dc.contributor.authorJost B Jonas
dc.contributor.authorJacek Jerzy Jozwiak
dc.contributor.authorAmir Kasaeian
dc.contributor.authorNeda Kaydi
dc.contributor.authorYousef Saleh Khader
dc.contributor.authorMorteza Abdullatif Khafaie
dc.contributor.authorEjaz Ahmad Khan
dc.contributor.authorJunaid Khan
dc.contributor.authorMd Nuruzzaman Khan
dc.contributor.authorKhaled Khatab
dc.contributor.authorAmir M Khater
dc.contributor.authorYun Jin Kim
dc.contributor.authorRuth W Kimokoti
dc.contributor.authorAdnan Kisa
dc.contributor.authorMika Kivimäki
dc.contributor.authorLuke D Knibbs
dc.contributor.authorSoewarta Kosen
dc.contributor.authorParvaiz A Koul
dc.contributor.authorAi Koyanagi
dc.contributor.authorBarthelemy Kuate Defo
dc.contributor.authorNuworza Kugbey
dc.contributor.authorPaolo Lauriola
dc.contributor.authorPaul H Lee
dc.contributor.authorMostafa Leili
dc.contributor.authorSonia Lewycka
dc.contributor.authorShanshan Li
dc.contributor.authorLee-Ling Lim
dc.contributor.authorShai Linn
dc.contributor.authorYong Liu
dc.contributor.authorStefan Lorkowski
dc.contributor.authorPhetole Walter Mahasha
dc.contributor.authorNarayan B Mahotra
dc.contributor.authorAzeem Majeed
dc.contributor.authorAfshin Maleki
dc.contributor.authorReza Malekzadeh
dc.contributor.authorAbdullah A Mamun
dc.contributor.authorNavid Manafi
dc.contributor.authorSanti Martini
dc.contributor.authorBirhanu Geta Meharie
dc.contributor.authorRitesh G Menezes
dc.contributor.authorTomislav Mestrovic
dc.contributor.authorBartosz Miazgowski
dc.contributor.authorTomasz Miazgowski
dc.contributor.authorTed R Miller
dc.contributor.authorG.K. Mini
dc.contributor.authorAndreea Mirica
dc.contributor.authorErkin M Mirrakhimov
dc.contributor.authorBahram Mohajer
dc.contributor.authorShafiu Mohammed
dc.contributor.authorViswanathan Mohan
dc.contributor.authorAli H Mokdad
dc.contributor.authorLorenzo Monasta
dc.contributor.authorPaula Moraga
dc.contributor.authorShane Douglas Morrison
dc.contributor.authorUlrich Otto Mueller
dc.contributor.authorSatinath Mukhopadhyay
dc.contributor.authorGhulam Mustafa
dc.contributor.authorSaravanan Muthupandian
dc.contributor.authorGurudatta Naik
dc.contributor.authorVinay Nangia
dc.contributor.authorDuduzile Edith Ndwandwe
dc.contributor.authorRuxandra Irina Negoi
dc.contributor.authorDina Nur Anggraini Ningrum
dc.contributor.authorJean Jacques Noubiap
dc.contributor.authorFelix Akpojene Ogbo
dc.contributor.authorAndrew T Olagunju
dc.contributor.authorObinna E Onwujekwe
dc.contributor.authorAlberto Ortiz
dc.contributor.authorMayowa O Owolabi
dc.contributor.authorP.A. Mahesh
dc.contributor.authorSonghomitra Panda-Jonas
dc.contributor.authorEun-Kee Park
dc.contributor.authorFatemeh Pashazadeh Kan
dc.contributor.authorMeghdad Pirsaheb
dc.contributor.authorMaarten J Postma
dc.contributor.authorHadi Pourjafar
dc.contributor.authorAmir Radfar
dc.contributor.authorAlireza Rafiei
dc.contributor.authorFakher Rahim
dc.contributor.authorVafa Rahimi-Movaghar
dc.contributor.authorMuhammad Aziz Rahman
dc.contributor.authorRajesh Kumar Rai
dc.contributor.authorChhabi Lal Ranabhat
dc.contributor.authorSamira Raoofi
dc.contributor.authorLal Rawal
dc.contributor.authorAndre M N Renzaho
dc.contributor.authorAziz Rezapour
dc.contributor.authorDaniela Ribeiro
dc.contributor.authorLeonardo Roever
dc.contributor.authorLuca Ronfani
dc.contributor.authorSiamak Sabour
dc.contributor.authorBasema Saddik
dc.contributor.authorEhsan Sadeghi
dc.contributor.authorSahar Saeedi Moghaddam
dc.contributor.authorAmirhossein Sahebkar
dc.contributor.authorMohammad Ali Sahraian
dc.contributor.authorHamideh Salimzadeh
dc.contributor.authorSundeep Santosh Salvi
dc.contributor.authorAbdallah M Samy
dc.contributor.authorJuan Sanabria
dc.contributor.authorRodrigo Sarmiento-Suárez
dc.contributor.authorThirunavukkarasu Sathish
dc.contributor.authorMaria Inês Schmidt
dc.contributor.authorAletta Elisabeth Schutte
dc.contributor.authorSadaf G Sepanlou
dc.contributor.authorMasood Ali Shaikh
dc.contributor.authorKiomars Sharafi
dc.contributor.authorAziz Sheikh
dc.contributor.authorMika Shigematsu
dc.contributor.authorRahman Shiri
dc.contributor.authorReza Shirkoohi
dc.contributor.authorKerem Shuval
dc.contributor.authorIreneous N Soyiri
dc.contributor.authorRafael Tabarés-Seisdedos
dc.contributor.authorYonatal Mesfin Tefera
dc.contributor.authorArash Tehrani-Banihashemi
dc.contributor.authorMohamad-Hani Temsah
dc.contributor.authorKavumpurathu Raman Thankappan
dc.contributor.authorRoman Topor-Madry
dc.contributor.authorLorainne Tudor Car
dc.contributor.authorIrfan Ullah
dc.contributor.authorMarco Vacante
dc.contributor.authorPascual R Valdez
dc.contributor.authorTommi Juhani Vasankari
dc.contributor.authorFrancesco S Violante
dc.contributor.authorYasir Waheed
dc.contributor.authorCharles D A Wolfe
dc.contributor.authorTomohide Yamada
dc.contributor.authorNaohiro Yonemoto
dc.contributor.authorChuanhua Yu
dc.contributor.authorSojib Bin Zaman
dc.contributor.authorYunquan Zhang
dc.contributor.authorSanjay Zodpey
dc.contributor.authorStephen S Lim
dc.contributor.authorJeffrey D Stanaway
dc.contributor.authorMichael Brauer
dc.date.accessioned2026-02-07T11:00:31Z
dc.date.issued2022
dc.description.abstractBackground: Experimental and epidemiological studies indicate an association between exposure to particulate matter (PM) air pollution and increased risk of type 2 diabetes. In view of the high and increasing prevalence of diabetes, we aimed to quantify the burden of type 2 diabetes attributable to PM2·5 originating from ambient and household air pollution. Methods: We systematically compiled all relevant cohort and case-control studies assessing the effect of exposure to household and ambient fine particulate matter (PM2·5) air pollution on type 2 diabetes incidence and mortality. We derived an exposure–response curve from the extracted relative risk estimates using the MR-BRT (meta-regression—Bayesian, regularised, trimmed) tool. The estimated curve was linked to ambient and household PM2·5 exposures from the Global Burden of Diseases, Injuries, and Risk Factors Study 2019, and estimates of the attributable burden (population attributable fractions and rates per 100 000 population of deaths and disability-adjusted life-years) for 204 countries from 1990 to 2019 were calculated. We also assessed the role of changes in exposure, population size, age, and type 2 diabetes incidence in the observed trend in PM2·5-attributable type 2 diabetes burden. All estimates are presented with 95% uncertainty intervals. Findings: In 2019, approximately a fifth of the global burden of type 2 diabetes was attributable to PM2·5 exposure, with an estimated 3·78 (95% uncertainty interval 2·68–4·83) deaths per 100 000 population and 167 (117–223) disability-adjusted life-years (DALYs) per 100 000 population. Approximately 13·4% (9·49–17·5) of deaths and 13·6% (9·73–17·9) of DALYs due to type 2 diabetes were contributed by ambient PM2·5, and 6·50% (4·22–9·53) of deaths and 5·92% (3·81–8·64) of DALYs by household air pollution. High burdens, in terms of numbers as well as rates, were estimated in Asia, sub-Saharan Africa, and South America. Since 1990, the attributable burden has increased by 50%, driven largely by population growth and ageing. Globally, the impact of reductions in household air pollution was largely offset by increased ambient PM2·5. Interpretation: Air pollution is a major risk factor for diabetes. We estimated that about a fifth of the global burden of type 2 diabetes is attributable PM2·5 pollution. Air pollution mitigation therefore might have an essential role in reducing the global disease burden resulting from type 2 diabetes. Funding: Bill & Melinda Gates Foundation. © 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
dc.identifier.doi10.1016/S2542-5196(22)00122-X
dc.identifier.issn25425196
dc.identifier.urihttps://doi.org/10.1016/S2542-5196(22)00122-X
dc.identifier.urihttps://dl.bhu.ac.in/bhuir/handle/123456789/41105
dc.publisherElsevier B.V.
dc.titleEstimates, trends, and drivers of the global burden of type 2 diabetes attributable to PM2·5 air pollution, 1990–2019: an analysis of data from the Global Burden of Disease Study 2019
dc.typePublication
dspace.entity.typeArticle

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