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

IF 5.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Current Diabetes Reports Pub Date : 2023-10-01 Epub Date: 2023-08-23 DOI:10.1007/s11892-023-01520-4
Graham D Ogle, Gabriel A Gregory, Fei Wang, Thomas Ig Robinson, Jayanthi Maniam, Diana J Magliano, Trevor John Orchard
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Abstract

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. 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.

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T1D指数:初步结果的含义、数据限制和未来发展。
综述的目的:目前关于1型糖尿病(T1D)发病率、患病率和死亡率的全球信息有限,尤其是在中低收入国家。为了解决这一证据差距,JDRF、儿童生活、国际儿科和青少年糖尿病学会以及国际糖尿病联合会开发了T1D指数,该指数使用马尔可夫数学模型、机器学习和所有可用数据来提供T1D负担的全球估计。这篇综述评估了该指数的方法、局限性、当前发现和未来方向。最近的发现:2021年全球流行率估计为840万,其中150万
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来源期刊
CiteScore
9.80
自引率
0.00%
发文量
52
审稿时长
6-12 weeks
期刊介绍: The goal of this journal is to publish cutting-edge reviews on subjects pertinent to all aspects of diabetes epidemiology, pathophysiology, and management. We aim to provide incisive, insightful, and balanced contributions from leading experts in each relevant domain that will be of immediate interest to a wide readership of clinicians, basic scientists, and translational investigators. We accomplish this aim by appointing major authorities to serve as Section Editors in key subject areas across the discipline. Section Editors select topics to be reviewed by leading experts who emphasize recent developments and highlight important papers published over the past year on their topics, in a crisp and readable format. We also provide commentaries from well-known figures in the field, and an Editorial Board of internationally diverse members suggests topics of special interest to their country/region and ensures that topics are current and include emerging research.
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