Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c

dc.contributor.authorZhou B.
dc.contributor.authorSheffer K.E.
dc.contributor.authorBennett J.E.
dc.contributor.authorGregg E.W.
dc.contributor.authorDanaei G.
dc.contributor.authorSingleton R.K.
dc.contributor.authorShaw J.E.
dc.contributor.authorMishra A.
dc.contributor.authorLhoste V.P.F.
dc.contributor.authorCarrillo-Larco R.M.
dc.contributor.authorKengne A.P.
dc.contributor.authorPhelps N.H.
dc.contributor.authorHeap R.A.
dc.contributor.authorRayner A.W.
dc.contributor.authorStevens G.A.
dc.contributor.authorPaciorek C.J.
dc.contributor.authorRiley L.M.
dc.contributor.authorCowan M.J.
dc.contributor.authorSavin S.
dc.contributor.authorVander Hoorn S.
dc.contributor.authorLu Y.
dc.contributor.authorPavkov M.E.
dc.contributor.authorImperatore G.
dc.contributor.authorAguilar-Salinas C.A.
dc.contributor.authorAhmad N.A.
dc.contributor.authorAnjana R.M.
dc.contributor.authorDavletov K.
dc.contributor.authorFarzadfar F.
dc.contributor.authorGonzález-Villalpando C.
dc.contributor.authorKhang Y.H.
dc.contributor.authorKim H.C.
dc.contributor.authorLaatikainen T.
dc.contributor.authorLaxmaiah A.
dc.contributor.authorMbanya J.C.N.
dc.contributor.authorNarayan K.M.V.
dc.contributor.authorRamachandran A.
dc.contributor.authorWade A.N.
dc.contributor.authorZdrojewski T.
dc.contributor.authorAbbasi-Kangevari M.
dc.contributor.authorRahim H.F.A.
dc.contributor.authorAbu-Rmeileh N.M.
dc.contributor.authorAdambekov S.
dc.contributor.authorAdams R.J.
dc.contributor.authorAekplakorn W.
dc.contributor.authorAgdeppa I.A.
dc.contributor.authorAghazadeh-Attari J.
dc.contributor.authorAgyemang C.
dc.contributor.authorAhmadi A.
dc.contributor.authorAhmadi N.
dc.contributor.authorAhmadi N.
dc.contributor.authorAhmed S.H.
dc.contributor.authorAjlouni K.
dc.contributor.authorAl-Hinai H.
dc.contributor.authorAl-Lahou B.
dc.contributor.authorAl-Lawati J.A.
dc.contributor.authorAsfoor D.A.
dc.contributor.authorAl Qaoud N.M.
dc.contributor.authorAlarouj M.
dc.contributor.authorAlBuhairan F.
dc.contributor.authorAlDhukair S.
dc.contributor.authorAldwairji M.A.
dc.contributor.authorAli M.M.
dc.contributor.authorAlinezhad F.
dc.contributor.authorAlkandari A.
dc.contributor.authorAlomirah H.F.
dc.contributor.authorAly E.
dc.contributor.authorAmarapurkar D.N.
dc.contributor.authorAndersen L.B.
dc.contributor.authorAnderssen S.A.
dc.contributor.authorAndrade D.S.
dc.contributor.authorAnsari-Moghaddam A.
dc.contributor.authorAounallah-Skhiri H.
dc.contributor.authorAris T.
dc.contributor.authorArlappa N.
dc.contributor.authorAryal K.K.
dc.contributor.authorAssah F.K.
dc.contributor.authorAssembekov B.
dc.contributor.authorAuvinen J.
dc.contributor.authorAvdičová M.
dc.contributor.authorAzad K.
dc.contributor.authorAzimi-Nezhad M.
dc.contributor.authorAzizi F.
dc.contributor.authorBacopoulou F.
dc.contributor.authorBalakrishna N.
dc.contributor.authorBamoshmoosh M.
dc.contributor.authorBanach M.
dc.contributor.authorBandosz P.
dc.contributor.authorBanegas J.R.
dc.contributor.authorBarbagallo C.M.
dc.contributor.authorBarceló A.
dc.contributor.authorBaretić M.
dc.contributor.authorBarrera L.
dc.contributor.authorBasit A.
dc.contributor.authorBatieha A.M.
dc.contributor.authorBatista A.P.
dc.contributor.authorBaur L.A.
dc.contributor.authorBelavendra A.
dc.contributor.authorBen Romdhane H.
dc.contributor.authorBenet M.
dc.contributor.authorBerkinbayev S.
dc.contributor.otherMahidol University
dc.date.accessioned2023-11-28T18:01:06Z
dc.date.available2023-11-28T18:01:06Z
dc.date.issued2023-01-01
dc.description.abstractFasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) are both used to diagnose diabetes, but these measurements can identify different people as having diabetes. We used data from 117 population-based studies and quantified, in different world regions, the prevalence of diagnosed diabetes, and whether those who were previously undiagnosed and detected as having diabetes in survey screening, had elevated FPG, HbA1c or both. We developed prediction equations for estimating the probability that a person without previously diagnosed diabetes, and at a specific level of FPG, had elevated HbA1c, and vice versa. The age-standardized proportion of diabetes that was previously undiagnosed and detected in survey screening ranged from 30% in the high-income western region to 66% in south Asia. Among those with screen-detected diabetes with either test, the age-standardized proportion who had elevated levels of both FPG and HbA1c was 29–39% across regions; the remainder had discordant elevation of FPG or HbA1c. In most low- and middle-income regions, isolated elevated HbA1c was more common than isolated elevated FPG. In these regions, the use of FPG alone may delay diabetes diagnosis and underestimate diabetes prevalence. Our prediction equations help allocate finite resources for measuring HbA1c to reduce the global shortfall in diabetes diagnosis and surveillance.
dc.identifier.citationNature Medicine (2023)
dc.identifier.doi10.1038/s41591-023-02610-2
dc.identifier.eissn1546170X
dc.identifier.issn10788956
dc.identifier.pmid37946056
dc.identifier.scopus2-s2.0-85176735771
dc.identifier.urihttps://repository.li.mahidol.ac.th/handle/123456789/91220
dc.rights.holderSCOPUS
dc.subjectBiochemistry, Genetics and Molecular Biology
dc.titleGlobal variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
dc.typeArticle
mu.datasource.scopushttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85176735771&origin=inward
oaire.citation.titleNature Medicine
oairecerif.author.affiliationDasman Diabetes Institute
oairecerif.author.affiliationNon-Communicable Diseases Research Center
oairecerif.author.affiliationUniversity of Science and Technology
oairecerif.author.affiliationWestern Norway University of Applied Sciences
oairecerif.author.affiliationKazakh National Medical University
oairecerif.author.affiliationNeyshabur University of Medical Sciences
oairecerif.author.affiliationTerveyden ja Hyvinvoinnin Laitos
oairecerif.author.affiliationIndia Diabetes Research Foundation
oairecerif.author.affiliationKing Saud bin Abdulaziz University for Health Sciences
oairecerif.author.affiliationQatar University
oairecerif.author.affiliationBirzeit University
oairecerif.author.affiliationUniversity of Cuenca
oairecerif.author.affiliationAl Farabi Kazakh National University
oairecerif.author.affiliationMinistry of Health Oman
oairecerif.author.affiliationFood and Nutrition Research Institute
oairecerif.author.affiliationUniversité de Yaoundé I
oairecerif.author.affiliationMinistry of Health Kuwait
oairecerif.author.affiliationUniversidad del Valle, Cali
oairecerif.author.affiliationBaqai Medical University
oairecerif.author.affiliationJordan University of Science and Technology
oairecerif.author.affiliationUniversité de Tunis El Manar
oairecerif.author.affiliationKuwait Institute for Scientific Research
oairecerif.author.affiliationNational Center for Diabetes, Endocrinology and Genetics Jordan
oairecerif.author.affiliationBaker Heart and Diabetes Institute
oairecerif.author.affiliationHarvard T.H. Chan School of Public Health
oairecerif.author.affiliationKBC Zagreb
oairecerif.author.affiliationTabriz University of Medical Sciences
oairecerif.author.affiliationZahedan University of Medical Sciences
oairecerif.author.affiliationUniversitetet i Bergen
oairecerif.author.affiliationUniversity of Miami
oairecerif.author.affiliationSouth African Medical Research Council
oairecerif.author.affiliationNational and Kapodistrian University of Athens
oairecerif.author.affiliationTehran University of Medical Sciences
oairecerif.author.affiliationOrganisation Mondiale de la Santé
oairecerif.author.affiliationUniversidad Autónoma de Madrid
oairecerif.author.affiliationThe University of Sydney
oairecerif.author.affiliationUniversity of California, Berkeley
oairecerif.author.affiliationUniversidade Federal de Ouro Preto
oairecerif.author.affiliationShahid Beheshti University of Medical Sciences, Research Institute for Endocrine Science
oairecerif.author.affiliationInstituto Nacional de Salud Pública. México
oairecerif.author.affiliationDiabetic Association of Bangladesh
oairecerif.author.affiliationBill & Melinda Gates Foundation
oairecerif.author.affiliationCenters for Disease Control and Prevention
oairecerif.author.affiliationUrmia University of Medical Sciences
oairecerif.author.affiliationFlinders University
oairecerif.author.affiliationUniversità degli Studi di Palermo
oairecerif.author.affiliationNational Institute of Nutrition India
oairecerif.author.affiliationYonsei University College of Medicine
oairecerif.author.affiliationOulu University Hospital
oairecerif.author.affiliationUniversity of the Witwatersrand, Johannesburg
oairecerif.author.affiliationImperial College London
oairecerif.author.affiliationOulun Yliopisto
oairecerif.author.affiliationKementerian Kesihatan Malaysia
oairecerif.author.affiliationMahidol University
oairecerif.author.affiliationGdanski Uniwersytet Medyczny
oairecerif.author.affiliationBombay Hospital and Medical Research Centre
oairecerif.author.affiliationUniversitetet i Oslo
oairecerif.author.affiliationInstituto Nacional de la Nutrición Salvador Zubiran
oairecerif.author.affiliationShahid Sadoughi University of Medical Sciences
oairecerif.author.affiliationMedical University of Lodz
oairecerif.author.affiliationThe University of Auckland
oairecerif.author.affiliationYale University
oairecerif.author.affiliationNorges Idrettshøgskole
oairecerif.author.affiliationUniversiteit van Amsterdam
oairecerif.author.affiliationEmory University
oairecerif.author.affiliationSeoul National University College of Medicine
oairecerif.author.affiliationChristian Medical College, Vellore
oairecerif.author.affiliationMadras Diabetes Research Foundation
oairecerif.author.affiliationRoyal College of Surgeons in Ireland
oairecerif.author.affiliationModeling in Health Research Center
oairecerif.author.affiliationAldara Hospital and Medical Center
oairecerif.author.affiliationCafam University Foundation
oairecerif.author.affiliationNational Institute of Public Health
oairecerif.author.affiliationRegional Authority of Public Health

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