Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
Main Author: | |
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Publication Date: | 2023 |
Other Authors: | |
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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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 |
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article |
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publishedVersion |
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http://hdl.handle.net/10400.13/5700 |
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http://hdl.handle.net/10400.13/5700 |
dc.language.iso.fl_str_mv |
eng |
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eng |
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10.1038/s41591-023-02610-2 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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Nature Research |
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Nature Research |
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