ReviewCurrent diabetes reports2023
The T1D Index: Implications of Initial Results, Data Limitations, and Future Development.
Review in Current diabetes reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 9 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
9 citing papers in PubMed.
- Feasibility and acceptability of e-learning training about diabetes and insulin usage to Peruvian healthcare professionals.BMJ open quality · 2026Article
- Biology ofInsects · 2026Article
- ADECA: A Novel Course for Training Paediatric Diabetes Nurse Educators in Sub-Saharan Africa.Hormone research in paediatrics · 2026Article
- Hinged total knee arthroplasty in two female patients with type 1 diabetes-associated charcot neuroarthropathy: case reports and a review of the literature series.BMC musculoskeletal disorders · 2025Review
- Global Burden of Type 1 Diabetes in Children and Adolescents Aged 0 to 19: A Multidatabase Comparative Study, 2021.Diabetes & metabolism journal · 2025Article
- Efficacy of the Online Interactive Podcast Program "Living With Type 1 Diabetes to Grown-Up": A Two-Arm Randomized Controlled Trial Protocol.Journal of diabetes research · 2025Article
- Single-cell RNA sequencing in studies of type 1 diabetes mellitus: modern state-of-the-art and technical peculiarities.Frontiers in endocrinology · 2025Review
- Growth, Therapeutic Effectiveness, and Disparities in Pediatric Type 1 Diabetes: Lessons from Continuous Glucose Monitoring Use in Latin America.Journal of pediatrics. Clinical practice · 2024Article
- Clinical features, biomarkers and diabetic ketoacidosis at diagnosis of type 1 diabetes among children and adolescents in Sana'a, Yemen.BMJ paediatrics open · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purpose of the reviewCurrent 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
findingsGlobal 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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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.