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The T1D Index: Implications of Initial Results, Data Limitations, and Future Development

PURPOSE OF THE REVIEW: Current global information on incidence, prevalence, and mortality of type 1 diabetes (T1D) is limited, particularly in low- and middle-income countries. To address this gap in evidence, JDRF, Life for a Child, International Society for Pediatric and Adolescent Diabetes, and I...

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Autores principales: Ogle, Graham D., Gregory, Gabriel A, Wang, Fei, Robinson, Thomas IG, Maniam, Jayanthi, Magliano, Dianna J, Orchard, Trevor John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520097/
https://www.ncbi.nlm.nih.gov/pubmed/37610700
http://dx.doi.org/10.1007/s11892-023-01520-4
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author Ogle, Graham D.
Gregory, Gabriel A
Wang, Fei
Robinson, Thomas IG
Maniam, Jayanthi
Magliano, Dianna J
Orchard, Trevor John
author_facet Ogle, Graham D.
Gregory, Gabriel A
Wang, Fei
Robinson, Thomas IG
Maniam, Jayanthi
Magliano, Dianna J
Orchard, Trevor John
author_sort Ogle, Graham D.
collection PubMed
description PURPOSE OF THE REVIEW: Current global information on incidence, prevalence, and mortality of type 1 diabetes (T1D) is limited, particularly in low- and middle-income countries. To address this gap in evidence, JDRF, Life for a Child, International Society for Pediatric and Adolescent Diabetes, and International Diabetes Federation have developed the T1D Index, which uses a Markov mathematical model, and machine learning and all available data to provide global estimates of the burden on T1D. This review assesses the methodology, limitations, current findings, and future directions of the Index. RECENT FINDINGS: Global prevalence was estimated at 8.4 million in 2021, with 1.5 million <20 years (y). T1D prevalence varied from 1.5 to 534 per 100,000, with T1D accounting for <0.1–17.8% of all diabetes in different countries. A total of 35,000 young people <25 y are estimated to have died at clinical onset of T1D from non-diagnosis. An estimated 435,000 people <25 y were receiving “minimal care.” Health-adjusted life years (HALYs) lost for individuals diagnosed with T1D at age 10 y in 2021 ranged from 14 to 55 y. SUMMARY: These results show that interventions to reduce deaths from non-diagnosis, and improve access to at least an intermediate care level, are needed to reduce projected life years lost. The results have significant uncertainties due to incomplete data across the required inputs. Obtaining recent incidence, prevalence, and mortality data, as well as addressing data quality issues, misdiagnoses, and the lack of adult data, is essential for maintaining and improving accuracy. The index will be updated regularly as new data become available. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11892-023-01520-4.
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spelling pubmed-105200972023-09-27 The T1D Index: Implications of Initial Results, Data Limitations, and Future Development Ogle, Graham D. Gregory, Gabriel A Wang, Fei Robinson, Thomas IG Maniam, Jayanthi Magliano, Dianna J Orchard, Trevor John Curr Diab Rep Article PURPOSE OF THE REVIEW: Current global information on incidence, prevalence, and mortality of type 1 diabetes (T1D) is limited, particularly in low- and middle-income countries. To address this gap in evidence, JDRF, Life for a Child, International Society for Pediatric and Adolescent Diabetes, and International Diabetes Federation have developed the T1D Index, which uses a Markov mathematical model, and machine learning and all available data to provide global estimates of the burden on T1D. This review assesses the methodology, limitations, current findings, and future directions of the Index. RECENT FINDINGS: Global prevalence was estimated at 8.4 million in 2021, with 1.5 million <20 years (y). T1D prevalence varied from 1.5 to 534 per 100,000, with T1D accounting for <0.1–17.8% of all diabetes in different countries. A total of 35,000 young people <25 y are estimated to have died at clinical onset of T1D from non-diagnosis. An estimated 435,000 people <25 y were receiving “minimal care.” Health-adjusted life years (HALYs) lost for individuals diagnosed with T1D at age 10 y in 2021 ranged from 14 to 55 y. SUMMARY: These results show that interventions to reduce deaths from non-diagnosis, and improve access to at least an intermediate care level, are needed to reduce projected life years lost. The results have significant uncertainties due to incomplete data across the required inputs. Obtaining recent incidence, prevalence, and mortality data, as well as addressing data quality issues, misdiagnoses, and the lack of adult data, is essential for maintaining and improving accuracy. The index will be updated regularly as new data become available. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11892-023-01520-4. Springer US 2023-08-23 2023 /pmc/articles/PMC10520097/ /pubmed/37610700 http://dx.doi.org/10.1007/s11892-023-01520-4 Text en © The Author(s) 2023, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ogle, Graham D.
Gregory, Gabriel A
Wang, Fei
Robinson, Thomas IG
Maniam, Jayanthi
Magliano, Dianna J
Orchard, Trevor John
The T1D Index: Implications of Initial Results, Data Limitations, and Future Development
title The T1D Index: Implications of Initial Results, Data Limitations, and Future Development
title_full The T1D Index: Implications of Initial Results, Data Limitations, and Future Development
title_fullStr The T1D Index: Implications of Initial Results, Data Limitations, and Future Development
title_full_unstemmed The T1D Index: Implications of Initial Results, Data Limitations, and Future Development
title_short The T1D Index: Implications of Initial Results, Data Limitations, and Future Development
title_sort t1d index: implications of initial results, data limitations, and future development
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520097/
https://www.ncbi.nlm.nih.gov/pubmed/37610700
http://dx.doi.org/10.1007/s11892-023-01520-4
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