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

Bibliographic Details
Main Author: NCD Risk Factor Collaboration (NCD-RisC)
Publication Date: 2023
Other Authors: Ornelas, Rui
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.13/5700
Summary: Fasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) are both used to diagnose diabetes, but these measurements can identify diferent people as having diabetes. We used data from 117 population-based studies and quantifed, in diferent 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 specifc 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 fnite resources for measuring HbA1c to reduce the global shortfall in diabetes diagnosis and surveillance.
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spelling Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1cDiabetesDiagnosisDiagnostic markersEpidemiologyPublic health.Faculdade de Ciências SociaisFasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) are both used to diagnose diabetes, but these measurements can identify diferent people as having diabetes. We used data from 117 population-based studies and quantifed, in diferent 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 specifc 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 fnite resources for measuring HbA1c to reduce the global shortfall in diabetes diagnosis and surveillance.Nature ResearchDigitUMaNCD Risk Factor Collaboration (NCD-RisC)Ornelas, Rui2024-05-23T11:11:05Z20232023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.13/5700eng10.1038/s41591-023-02610-2info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-24T16:53:23Zoai:digituma.uma.pt:10400.13/5700Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T20:41:48.373084Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
title Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
spellingShingle Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
NCD Risk Factor Collaboration (NCD-RisC)
Diabetes
Diagnosis
Diagnostic markers
Epidemiology
Public health
.
Faculdade de Ciências Sociais
title_short Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
title_full Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
title_fullStr Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
title_full_unstemmed Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
title_sort Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
author NCD Risk Factor Collaboration (NCD-RisC)
author_facet NCD Risk Factor Collaboration (NCD-RisC)
Ornelas, Rui
author_role author
author2 Ornelas, Rui
author2_role author
dc.contributor.none.fl_str_mv DigitUMa
dc.contributor.author.fl_str_mv NCD Risk Factor Collaboration (NCD-RisC)
Ornelas, Rui
dc.subject.por.fl_str_mv Diabetes
Diagnosis
Diagnostic markers
Epidemiology
Public health
.
Faculdade de Ciências Sociais
topic Diabetes
Diagnosis
Diagnostic markers
Epidemiology
Public health
.
Faculdade de Ciências Sociais
description Fasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) are both used to diagnose diabetes, but these measurements can identify diferent people as having diabetes. We used data from 117 population-based studies and quantifed, in diferent 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 specifc 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 fnite resources for measuring HbA1c to reduce the global shortfall in diabetes diagnosis and surveillance.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-01-01T00:00:00Z
2024-05-23T11:11:05Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.13/5700
url http://hdl.handle.net/10400.13/5700
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1038/s41591-023-02610-2
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dc.publisher.none.fl_str_mv Nature Research
publisher.none.fl_str_mv Nature Research
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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