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

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    Date
    2023-11-01
    Author
    Zhou, Bin
    Sheffer, Kate E.
    Bennett, James E.
    Gregg, Edward W.
    Danaei, Goodarz
    Singleton, Rosie K.
    Shaw, Jonathan E.
    Mishra, Anu
    Lhoste, Victor P.F.
    Carrillo-Larco, Rodrigo M.
    Kengne, Andre P.
    Phelps, Nowell H.
    Heap, Rachel A.
    Rayner, Archie W.
    Stevens, Gretchen A.
    Paciorek, Chris J.
    Riley, Leanne M.
    Cowan, Melanie J.
    Savin, Stefan
    Vander Hoorn, Stephen
    Lu, Yuan
    Pavkov, Meda E.
    Imperatore, Giuseppina
    Aguilar-Salinas, Carlos A.
    Ahmad, Noor Ani
    Anjana, Ranjit Mohan
    Davletov, Kairat
    Farzadfar, Farshad
    González-Villalpando, Clicerio
    Khang, Young Ho
    Kim, Hyeon Chang
    Laatikainen, Tiina
    Laxmaiah, Avula
    Mbanya, Jean Claude N.
    Narayan, K. M.Venkat
    Ramachandran, Ambady
    Wade, Alisha N.
    Zdrojewski, Tomasz
    Abbasi-Kangevari, Mohsen
    Rahim, Hanan F.Abdul
    Abu-Rmeileh, Niveen M.
    Adambekov, Shalkar
    Adams, Robert J.
    Aekplakorn, Wichai
    Agdeppa, Imelda A.
    Aghazadeh-Attari, Javad
    Agyemang, Charles
    Ahmadi, Ali
    Ahmadi, Naser
    Ahmadi, Nastaran
    Ahmed, Soheir H.
    Ajlouni, Kamel
    Al-Hinai, Halima
    Al-Lahou, Badreya
    Al-Lawati, Jawad A.
    Asfoor, Deena Al
    Al Qaoud, Nawal M.
    Alarouj, Monira
    AlBuhairan, Fadia
    AlDhukair, Shahla
    Aldwairji, Maryam A.
    Ali, Mohamed M.
    Alinezhad, Farbod
    Alkandari, Abdullah
    Alomirah, Husam F.
    Aly, Eman
    Amarapurkar, Deepak N.
    Andersen, Lars Bo
    Anderssen, Sigmund A.
    Andrade, Dolores S.
    Ansari-Moghaddam, Alireza
    Aounallah-Skhiri, Hajer
    Aris, Tahir
    Arlappa, Nimmathota
    Aryal, Krishna K.
    Assah, Felix K.
    Assembekov, Batyrbek
    Auvinen, Juha
    Avdičová, Mária
    Azad, Kishwar
    Azimi-Nezhad, Mohsen
    Azizi, Fereidoun
    Bacopoulou, Flora
    Balakrishna, Nagalla
    Bamoshmoosh, Mohamed
    Banach, Maciej
    Bandosz, Piotr
    Banegas, José R.
    Barbagallo, Carlo M.
    Barceló, Alberto
    Baretić, Maja
    Barrera, Lena
    Basit, Abdul
    Batieha, Anwar M.
    Batista, Aline P.
    Baur, Louise A.
    Belavendra, Antonisamy
    Ben Romdhane, Habiba
    Benet, Mikhail
    Berkinbayev, Salim
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    Abstract
    Fasting 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.
    URI
    https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85176735771&origin=inward
    DOI/handle
    http://dx.doi.org/10.1038/s41591-023-02610-2
    http://hdl.handle.net/10576/60598
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