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Global, regional, and national burden of diabetes from 1990 to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021

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dc.contributor.author Ong, K.L.
dc.contributor.author Stafford, L.K.
dc.contributor.author McLaughlin, S.A.
dc.contributor.author Boyko, E.J.
dc.contributor.author Vollset, S.E.
dc.contributor.author Smith, A.E.
dc.contributor.author Dalton, B.E.
dc.contributor.author Duprey, J.
dc.contributor.author Cruz, J.A.
dc.contributor.author Hagins, H.
dc.contributor.author Lindstedt, P.A.
dc.contributor.author Aali, A.
dc.contributor.author Abate, Y.H.
dc.contributor.author Abate, M.D.
dc.contributor.author Abbasian, M.
dc.contributor.author Abbasi-Kangevari, Z.
dc.contributor.author Abbasi-Kangevari, M.
dc.contributor.author ElHafeez, S.A.
dc.contributor.author Abd-Rabu, R.
dc.contributor.author Abdulah, D.M.
dc.contributor.author Abdullah, A.Y.M.
dc.contributor.author Abedi, V.
dc.contributor.author Abidi, H.
dc.contributor.author Aboagye, R.G.
dc.contributor.author Abolhassani, H.
dc.contributor.author Abu-Gharbieh, E.
dc.contributor.author Abu-Zaid, A.
dc.contributor.author Adane, T.D.
dc.contributor.author Adane, D.E.
dc.contributor.author Addo, I.Y.
dc.contributor.author Adegboye, O.A.
dc.contributor.author Adekanmbi, V.
dc.contributor.author Adepoju, A.V.
dc.contributor.author Adnani, Q.E.S.
dc.contributor.author Afolabi, R.F.
dc.contributor.author Agarwal, G.
dc.contributor.author Aghdam, Z.B.
dc.contributor.author Agudelo-Botero, M.
dc.contributor.author Arriagada, C.E.A.
dc.contributor.author Agyemang-Duah, W.
dc.contributor.author Ahinkorah, B.O.
dc.contributor.author Ahmad, D.
dc.contributor.author Ahmad, R.
dc.contributor.author Ahmad, S.
dc.contributor.author Ahmad, A.
dc.contributor.author Ahmadi, A.
dc.contributor.author Ahmadi, K.
dc.contributor.author Ahmed, A.
dc.contributor.author Ahmed, A.
dc.contributor.author Ahmed, L.A.
dc.contributor.author Ahmed, S.A.
dc.contributor.author Ajami, M.
dc.contributor.author Akinyemi, R.O.
dc.contributor.author Al Hamad, H.
dc.contributor.author Al Hasan, S.M.A.
dc.contributor.author AL-Ahdal, T.M.A.
dc.contributor.author Alalwan, T.A.
dc.contributor.author Al-Aly, Z.
dc.contributor.author AlBataineh, M.T.
dc.contributor.author Alcalde-Rabanal, J.E.
dc.contributor.author Alemi, S.
dc.contributor.author Ali, H.
dc.contributor.author Alinia, T.
dc.contributor.author Aljunid, S.M.
dc.contributor.author Almustanyir, S.
dc.contributor.author Al-Raddadi, R.M.
dc.contributor.author Alvis-Guzman, N.
dc.contributor.author Amare, F.
dc.contributor.author Ameyaw, E.K.
dc.contributor.author Amiri, S.
dc.contributor.author Amusa, G.A.
dc.contributor.author Andrei, C.L.
dc.contributor.author Anjana, R.M.
dc.contributor.author Ansar, A.
dc.contributor.author Ansari, G.
dc.contributor.author Ansari-Moghaddam, A.
dc.contributor.author Anyasodor, A.E.
dc.contributor.author Arabloo, J.
dc.contributor.author Aravkin, A.Y.
dc.contributor.author Areda, D.
dc.contributor.author Arifin, H.
dc.contributor.author Arkew, M.
dc.contributor.author Armocida, B.
dc.contributor.author Arnlov, J.
dc.contributor.author Artamonov, A.A.
dc.contributor.author Arulappan, J.
dc.contributor.author Aruleba, R.T.
dc.contributor.author Arumugam, A.
dc.contributor.author Aryan, Z.
dc.contributor.author Asemu, M.T.
dc.contributor.author Asghari-Jafarabadi, M.
dc.contributor.author Askari, E.
dc.contributor.author Asmelash, D.
dc.contributor.author Astell-Burt, T.
dc.contributor.author Athar, M.
dc.contributor.author Athari, S.S.
dc.contributor.author Atout, M.M.W.
dc.contributor.author Avila-Burgos, L.
dc.contributor.author Awaisu, A.
dc.contributor.author Azadnajafabad, S.
dc.contributor.author Darshan, B.B.
dc.contributor.author Babamohamadi, H.
dc.contributor.author Badar, M.
dc.contributor.author Badawi, A.
dc.contributor.author Badiye, A.D.
dc.contributor.author Baghcheghi, N.
dc.contributor.author Bagheri, N.
dc.contributor.author Bagherieh, S.
dc.contributor.author Bah, S.
dc.contributor.author Bahadory, S.
dc.contributor.author Bai, R.
dc.contributor.author Baig, A.A.
dc.contributor.author Baltatu, O.C.
dc.contributor.author Baradaran, H.R.
dc.contributor.author Barchitta, M.
dc.contributor.author Bardhan, M.
dc.contributor.author Barengo, N.C.
dc.contributor.author Barnighausen, T.W.
dc.contributor.author Barone, M.T.U.
dc.contributor.author Barone-Adesi, F.
dc.contributor.author Barrow, A.
dc.contributor.author Bashiri, H.
dc.contributor.author Basiru, A.
dc.contributor.author Basu, S.
dc.contributor.author Basu, S.
dc.contributor.author Batiha, A.-M.M.
dc.contributor.author Batra, K.
dc.contributor.author Bayih, M.T.
dc.contributor.author Bayileyegn, N.S.
dc.contributor.author Behnoush, A.H.
dc.contributor.author Bekele, A.B.
dc.contributor.author Belete, M.A.
dc.contributor.author Belgaumi, U.I.
dc.contributor.author Belo, L.
dc.contributor.author Bennett, D.A.
dc.contributor.author Bensenor, I.M.
dc.contributor.author Berhe, K.
dc.contributor.author Berhie, A.Y.
dc.contributor.author Bhaskar, S.
dc.contributor.author Bhat, A.N.
dc.contributor.author Bhatti, J.S.
dc.contributor.author Bikbov, B.
dc.contributor.author Bilal, F.
dc.contributor.author Bintoro, B.S.
dc.contributor.author Bitaraf, S.
dc.contributor.author Bitra, V.R.
dc.contributor.author Bjegovic-Mikanovic, V.
dc.contributor.author Bodolica, V.
dc.contributor.author Boloor, A.
dc.contributor.author Brauer, M.
dc.contributor.author Brazo-Sayavera, J.
dc.contributor.author Brenner, H.
dc.contributor.author Butt, Z.A.
dc.contributor.author Calina, D.
dc.contributor.author Campos, L.A.
dc.contributor.author Campos-Nonato, I.R.
dc.contributor.author Cao, Y.
dc.contributor.author Cao, C.
dc.contributor.author Car, J.
dc.contributor.author Carvalho, M.
dc.contributor.author Castaneda-Orjuela, C.A.
dc.contributor.author Catala-Lopez, F.
dc.contributor.author Cerin, E.
dc.contributor.author Chadwick, J.
dc.contributor.author Chandrasekar, E.K.
dc.contributor.author Chanie, G.S.
dc.contributor.author Charan, J.
dc.contributor.author Chattu, V.K.
dc.contributor.author Chauhan, K.
dc.contributor.author Cheema, H.A.
dc.contributor.author Abebe, E.C.
dc.contributor.author Chen, S.
dc.contributor.author Cherbuin, N.
dc.contributor.author Chichagi, F.
dc.contributor.author Chidambaram, S.B.
dc.contributor.author Cho, W.C.S.
dc.contributor.author Choudhari, S.G.
dc.contributor.author Chowdhury, R.
dc.contributor.author Chowdhury, E.K.
dc.contributor.author Chu, D.-T.
dc.contributor.author Chukwu, I.S.
dc.contributor.author Chung, S.-C.
dc.contributor.author Coberly, K.
dc.contributor.author Columbus, A.
dc.contributor.author Contreras, D.
dc.contributor.author Cousin, E.
dc.contributor.author Criqui, M.H.
dc.contributor.author Cruz-Martins, N.
dc.contributor.author Cuschieri, S.
dc.contributor.author Dabo, B.
dc.contributor.author Dadras, O.
dc.contributor.author Dai, X.
dc.contributor.author Damasceno, A.A.M.
dc.contributor.author Dandona, R.
dc.contributor.author Dandona, L.
dc.contributor.author Das, S.
dc.contributor.author Dascalu, A.M.
dc.contributor.author Dash, N.R.
dc.contributor.author Dashti, M.
dc.contributor.author Davila-Cervantes, C.A.
dc.contributor.author De la Cruz-Gongora, V.
dc.contributor.author Debele, G.R.
dc.contributor.author Delpasand, K.
dc.contributor.author Demisse, F.W.
dc.contributor.author Demissie, G.D.
dc.contributor.author Deng, X.
dc.contributor.author Denova-Gutierrez, E.
dc.contributor.author Deo, S.V.
dc.contributor.author Dervišević, E.
dc.contributor.author Desai, H.D.
dc.contributor.author Desale, A.T.
dc.contributor.author Dessie, A.M.
dc.contributor.author Desta, F.
dc.contributor.author Dewan, S.M.R.
dc.contributor.author Dey, S.
dc.contributor.author Dhama, K.
dc.contributor.author Dhimal, M.
dc.contributor.author Diao, N.
dc.contributor.author Diaz, D.
dc.contributor.author Dinu, M.
dc.contributor.author Diress, M.
dc.contributor.author Djalalinia, S.
dc.contributor.author Doan, L.P.
dc.contributor.author Dongarwar, D.
dc.contributor.author dos Santos Figueiredo, F.W.
dc.contributor.author Duncan, B.B.
dc.contributor.author Dutta, S.
dc.contributor.author Dziedzic, A.M.
dc.contributor.author Edinur, H.A.
dc.contributor.author Ekholuenetale, M.
dc.contributor.author Ekundayo, T.C.
dc.contributor.author Elgendy, I.Y.
dc.contributor.author Elhadi, M.
dc.contributor.author El-Huneidi, W.
dc.contributor.author Elmeligy, O.A.A.
dc.contributor.author Elmonem, M.A.
dc.contributor.author Endeshaw, D.
dc.contributor.author Esayas, H.L.
dc.contributor.author Eshetu, H.B.
dc.contributor.author Etaee, F.
dc.contributor.author Fadhil, I.
dc.contributor.author Fagbamigbe, A.F.
dc.contributor.author Fahim, A.
dc.contributor.author Falahi, S.
dc.contributor.author Faris, M.E.M.
dc.contributor.author Farrokhpour, H.
dc.contributor.author Farzadfar, F.
dc.contributor.author Fatehizadeh, A.
dc.contributor.author Fazli, G.
dc.contributor.author Feng, X.
dc.contributor.author Ferede, T.Y.
dc.contributor.author Fischer, F.
dc.contributor.author Flood, D.
dc.contributor.author Forouhari, A.
dc.contributor.author Foroumadi, R.
dc.contributor.author Koudehi, M.F.
dc.contributor.author Gaidhane, A.M.
dc.contributor.author Gaihre, S.
dc.contributor.author Gaipov, A.
dc.contributor.author Galali, Y.
dc.contributor.author Ganesan, B.
dc.contributor.author Garcia-Gordillo, M.A.
dc.contributor.author Gautam, R.K.
dc.contributor.author Gebrehiwot, M.
dc.contributor.author Gebrekidan, K.G.
dc.contributor.author Gebremeskel, T.G.
dc.contributor.author Getacher, L.
dc.contributor.author Ghadirian, F.
dc.contributor.author Ghamari, S.-H.
dc.contributor.author Nour, M.G.
dc.contributor.author Ghassemi, F.
dc.contributor.author Golechha, M.
dc.contributor.author Goleij, P.
dc.contributor.author Golinelli, D.
dc.contributor.author Gopalani, S.V.
dc.contributor.author Guadie, H.A.
dc.contributor.author Guan, S.-Y.
dc.contributor.author Gudayu, T.W.
dc.contributor.author Guimaraes, R.A.
dc.contributor.author Guled, R.A.
dc.contributor.author Gupta, R.
dc.contributor.author Gupta, K.
dc.contributor.author Gupta, V.B.
dc.contributor.author Gupta, V.K.
dc.contributor.author Gyawali, B.
dc.contributor.author Haddadi, R.
dc.contributor.author Hadi, N.R.
dc.contributor.author Haile, T.G.
dc.contributor.author Hajibeygi, R.
dc.contributor.author Haj-Mirzaian, A.
dc.contributor.author Halwani, R.
dc.contributor.author Hamidi, S.
dc.contributor.author Hankey, G.J.
dc.contributor.author Hannan, M.A.
dc.contributor.author Haque, S.
dc.contributor.author Harandi, H.
dc.contributor.author Harlianto, N.I.
dc.contributor.author Mahmudul Hasan, S.M.
dc.contributor.author Hasan, S.S.
dc.contributor.author Hasani, H.
dc.contributor.author Hassanipour, S.
dc.contributor.author Hassen, M.B.
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dc.contributor.author Huang, J.
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dc.contributor.author Jayanna, K.
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dc.contributor.author Jayaram, S.
dc.contributor.author Jayawardena, R.
dc.contributor.author Jebai, R.
dc.contributor.author Jeong, W.
dc.contributor.author Jin, Y.
dc.contributor.author Jokar, M.
dc.contributor.author Jonas, J.B.
dc.contributor.author Joseph, N.
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dc.contributor.author Kabthymer, R.H.
dc.contributor.author Kadashetti, V.
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dc.contributor.author Kandel, H.
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dc.contributor.author Karaye, I.M.
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dc.contributor.author Naghavi, M.
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dc.contributor.author GBD 2021 Diabetes Collaborators
dc.date.accessioned 2023-12-05T17:48:00Z
dc.date.available 2023-12-05T17:48:00Z
dc.date.issued 2023
dc.identifier.uri https://hdl.handle.net/20.500.12866/14635
dc.description.abstract Background: Diabetes is one of the leading causes of death and disability worldwide, and affects people regardless of country, age group, or sex. Using the most recent evidentiary and analytical framework from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD), we produced location-specific, age-specific, and sex-specific estimates of diabetes prevalence and burden from 1990 to 2021, the proportion of type 1 and type 2 diabetes in 2021, the proportion of the type 2 diabetes burden attributable to selected risk factors, and projections of diabetes prevalence through 2050. Methods: Estimates of diabetes prevalence and burden were computed in 204 countries and territories, across 25 age groups, for males and females separately and combined; these estimates comprised lost years of healthy life, measured in disability-adjusted life-years (DALYs; defined as the sum of years of life lost [YLLs] and years lived with disability [YLDs]). We used the Cause of Death Ensemble model (CODEm) approach to estimate deaths due to diabetes, incorporating 25 666 location-years of data from vital registration and verbal autopsy reports in separate total (including both type 1 and type 2 diabetes) and type-specific models. Other forms of diabetes, including gestational and monogenic diabetes, were not explicitly modelled. Total and type 1 diabetes prevalence was estimated by use of a Bayesian meta-regression modelling tool, DisMod-MR 2.1, to analyse 1527 location-years of data from the scientific literature, survey microdata, and insurance claims; type 2 diabetes estimates were computed by subtracting type 1 diabetes from total estimates. Mortality and prevalence estimates, along with standard life expectancy and disability weights, were used to calculate YLLs, YLDs, and DALYs. When appropriate, we extrapolated estimates to a hypothetical population with a standardised age structure to allow comparison in populations with different age structures. We used the comparative risk assessment framework to estimate the risk-attributable type 2 diabetes burden for 16 risk factors falling under risk categories including environmental and occupational factors, tobacco use, high alcohol use, high body-mass index (BMI), dietary factors, and low physical activity. Using a regression framework, we forecast type 1 and type 2 diabetes prevalence through 2050 with Socio-demographic Index (SDI) and high BMI as predictors, respectively. Findings: In 2021, there were 529 million (95% uncertainty interval [UI] 500–564) people living with diabetes worldwide, and the global age-standardised total diabetes prevalence was 6·1% (5·8–6·5). At the super-region level, the highest age-standardised rates were observed in north Africa and the Middle East (9·3% [8·7–9·9]) and, at the regional level, in Oceania (12·3% [11·5–13·0]). Nationally, Qatar had the world's highest age-specific prevalence of diabetes, at 76·1% (73·1–79·5) in individuals aged 75–79 years. Total diabetes prevalence—especially among older adults—primarily reflects type 2 diabetes, which in 2021 accounted for 96·0% (95·1–96·8) of diabetes cases and 95·4% (94·9–95·9) of diabetes DALYs worldwide. In 2021, 52·2% (25·5–71·8) of global type 2 diabetes DALYs were attributable to high BMI. The contribution of high BMI to type 2 diabetes DALYs rose by 24·3% (18·5–30·4) worldwide between 1990 and 2021. By 2050, more than 1·31 billion (1·22–1·39) people are projected to have diabetes, with expected age-standardised total diabetes prevalence rates greater than 10% in two super-regions: 16·8% (16·1–17·6) in north Africa and the Middle East and 11·3% (10·8–11·9) in Latin America and Caribbean. By 2050, 89 (43·6%) of 204 countries and territories will have an age-standardised rate greater than 10%. Interpretation: Diabetes remains a substantial public health issue. Type 2 diabetes, which makes up the bulk of diabetes cases, is largely preventable and, in some cases, potentially reversible if identified and managed early in the disease course. However, all evidence indicates that diabetes prevalence is increasing worldwide, primarily due to a rise in obesity caused by multiple factors. Preventing and controlling type 2 diabetes remains an ongoing challenge. It is essential to better understand disparities in risk factor profiles and diabetes burden across populations, to inform strategies to successfully control diabetes risk factors within the context of multiple and complex drivers. en_US
dc.language.iso eng
dc.publisher Elsevier
dc.relation.ispartofseries Lancet
dc.rights info:eu-repo/semantics/restrictedAccess
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
dc.subject Diabetes en_US
dc.subject Projections of prevalence en_US
dc.subject Systematic analysis en_US
dc.subject Global Burden of Disease Study en_US
dc.subject.mesh Diabetes Mellitus
dc.subject.mesh Prevalencia
dc.subject.mesh Revisión Sistemática
dc.subject.mesh Estudios Transversales
dc.title Global, regional, and national burden of diabetes from 1990 to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021 en_US
dc.type info:eu-repo/semantics/article
dc.identifier.doi https://doi.org/10.1016/S0140-6736(23)01301-6
dc.subject.ocde https://purl.org/pe-repo/ocde/ford#3.02.18
dc.relation.issn 1474-547X


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