ReviewDiabetes, obesity & metabolism2025
Health economic considerations of screening for early type 1 diabetes.
Review in Diabetes, obesity & metabolism, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Polish Recommendations for the Early Detection of Type 1 Diabetes in the Pediatric Population: A Position Statement of the Polish Society of Pediatric Endocrinology and Diabetology and the Pediatric Section of the Diabetes Poland 2026.Hormone research in paediatrics · 2026Guideline
- Natural history study of type 1 diabetes risk in adults (T1DRA): protocol for screening and follow-up of UK adults.BMJ open · 2026Article
- Psychosocial aspects of early detection in type 1 diabetes: Language matters, decision making and support needs.Diabetic medicine : a journal of the British Diabetic Association · 2026Review
- Advancing Early-Stage Type 1 Diabetes Care: Future Focused Pathways for Identification, Screening, Diagnosis, and Monitoring.Diabetes, obesity & metabolism · 2026Review
- Reducing Diabetic Ketoacidosis in Pediatric Type 1 Diabetes: The Impact of Screening Programs and Early Disease-Modifying Treatment.Journal of clinical medicine · 2026Review
- An international consensus on screening and monitoring early-stage type 1 diabetes: A roadmap to European implementation.Diabetes, obesity & metabolism · 2026Review
- Everyone or Just Some? Cost-Effectiveness of General Population Versus Targeted Screening Strategies for Type 1 Diabetes in Canada.Diabetes care · 2026Article
- Increased Levels of the Vitamin D Metabolite Ratio Are Protective Against Progression From Islet Autoimmunity to T1D.The Journal of clinical endocrinology and metabolism · 2026Article
- Thyroid, Celiac, and Other Autoimmune Diseases and the Risk of Incident Type 1 Diabetes in Young Adulthood.Diabetes care · 2026Article
- Early Detection of Pediatric Type 1 Diabetes: The Expanding Role of Screening.Children (Basel, Switzerland) · 2026Review
- Enhancing Primary Care Recognition of Type 1 Diabetes in Children: Diagnostic Challenges and Strategies to Prevent Diabetic Ketoacidosis.Journal of clinical medicine · 2026Review
- Stress-driven remodeling of antigen presentation and chemokine signaling in pancreatic β-cells: implications for type 1 diabetes.Frontiers in immunology · 2026Review
- Association Between Celiac Disease and Uncontrolled Hemoglobin A1c Levels in Type 1 Diabetes Pediatric Patients.Pediatric diabetes · 2026Article
- Diverging regional inequalities in childhood diabetes, 1990-2023: a GBD 2023-based analysis.Pediatric diabetes · 2026Article
- Teplizumab for stage 2 type 1 diabetes: a new era in pediatric diabetes prevention.European journal of pediatrics · 2025Review
- Health economic considerations of screening for early type 1 diabetes.Diabetes, obesity & metabolism · 2025Review
- New-onset diabetes as an emerging risk group for early detection of pancreatic cancer: current evidence, clinical challenge, and future directions.Frontiers in gastroenterology (Lausanne, Switzerland) · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
Abstract
Health economics of screening for early type 1 diabetes (T1D) is an emerging area of research. Historically, screening for early T1D has been limited to prospective cohort studies of the aetiology and natural history of the disease as well as trials of secondary prevention. In the past few years, successful large-scale studies have expanded the screening to the general population, providing data needed to estimate the cost-effectiveness of such programs and their economic viability as they become part of public health preventive services. This review covers available results of health economics analyses from early estimates through state transition cohort simulation models relying on birth cohort studies to real-world experience from general population screening and, finally, predictions to a national scale. The cost-effectiveness analyses of screening for early T1D to date suggest that the financial investment in such programs is justified by the health benefits and savings achieved. Screening can be cost-effective if it reduces the incidence of diabetic ketoacidosis at diagnosis and decreases healthcare costs associated with long-term complications. However, the cost-effectiveness varies based on population prevalence of T1D, frequency of diabetic ketoacidosis at clinical diagnosis, screening test accuracy and cost as well as healthcare system efficiency. All these factors influence the HbA1c at diagnosis and glycaemic control as well as insulin requirements later in the course of the disease. Earlier interventions aiming at delaying insulin dependency may further improve the cost-effectiveness. PLAIN LANGUAGE SUMMARY: Type 1 diabetes (T1D) is one of the most frequent severe chronic diseases of childhood, increasing in numbers with age, affecting in lifetime 1 in 100 people. It is caused by the immune system attacking insulin-producing cells in the pancreas. Stage 1 of T1D is diagnosed when multiple markers of the attack (islet autoantibodies) are detected. The disease progresses to stage 2 when most of the insulin is lost and blood sugar levels become abnormal. Stage 3 is defined by very high blood sugars leading often to diabetic ketoacidosis (DKA) and need of insulin treatment to safe life. This progression happens over a period of months or years, providing an opportunity for screening to detect the disease early and slow the progression with drug therapy as well as to provide education that prevents DKA. Early diagnosis and start of insulin therapy when HbA1c is just above 6.5% helps to avoid multiorgan complications that increase with age and account for most of the direct medical cost and lost workforce participation and productivity associated with T1D. Studies following high-risk youth for decades provided early estimates of the cost-effectiveness of screening for stage 1 and stage 2 T1D. Screening cannot be limited to relatives of people with T1D because they represent only 10-15% of new T1D diagnoses. In recent years, successful programs such as Fr1da in Germany or Autoimmunity Screening for Kids (ASK) in USA expanded the screening to the general population, providing data needed to estimate cost-effectiveness as they become part of public health preventive services. Testing for islet autoantibodies dramatically reduced the incidence of DKA at diagnosis and may decrease healthcare costs associated with long-term complications; however, an extended follow-up of screening participants is necessary. Screening for early T1D can be combined with screening for celiac disease, high cholesterol levels, or other conditions detectable by blood test, further improving cost-effectiveness. The widely accepted routine newborn screening for about 30 rare diseases, affecting 1 in 600 infants, costs $125-150 per child. In contrast, 1 in 30 children has early T1D or celiac disease that could be detected for less than $50 per child screened. Results of the programs in Germany and USA indicate that the cost-effectiveness of screening depends on population prevalence of T1D, frequency of DKA, screening test accuracy and cost as well as healthcare system efficiency. These analyses allow national-scale predictions of the number of high-risk youths and the resources necessary to successfully monitor them during stage 1 and 2. Screening at age 2 and 6 years in Germany would annually yield a similar number of children at early stage T1D to those currently diagnosed at stage 3 and reduce DKA at diagnosis by 61%. If all USA children were screened today, it is estimated that 350,000 would be diagnosed with stage 1 and 70,000 with stage 2 T1D. The cost-effectiveness of analyses of screening for early T1D suggest that financial investment in such programs is justified by the observed health benefits and savings.
Indexed as
Identifiers
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.