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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2023
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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. |
format | Online Article Text |
id | pubmed-10520097 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
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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