ArticleDiabetologia2020
Precision medicine in diabetes: a Consensus Report from the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD).
Article in Diabetologia, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07212075 (Precision Subclassification of Mental Health in Diabetes), which is not on this map. Cited by 95 papers, 2 of them syntheses that pooled it.
What it found
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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.
Precision Subclassification of Mental Health in Diabetes: Digital Twins for Precision Mental Health to Track Subgroups
Who cites it
95 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Effect of metformin on microvascular outcomes in patients with type 2 diabetes: A systematic review and meta-analysis.Diabetes research and clinical practice · 2022Pooled it
- SGLT-2i and Risk of Malignancy in Type 2 Diabetes: A Meta-Analysis of Randomized Controlled Trials.Frontiers in public health · 2021Pooled it
- Factors influencing the response to periodontal therapy in patients with diabetes: post hoc analysis of a randomized clinical trial using machine learning.Journal of applied oral science : revista FOB · 2025Trial
- Antenatal oral glucose tolerance test abnormalities in the prediction of future risk of postpartum diabetes in women with gestational diabetes: Results from the LIVING study.Journal of diabetes · 2024Trial
- Type 2 diabetes subtypes for precision medicine: methodological challenges and alternative prediction-based approaches.Diabetologia · 2026Review
- Article
- The central role of the β-cell in diabetes: from monogenic forms to type 1, type 2, and gestational diabetes.Reviews in endocrine & metabolic disorders · 2026Review
- Predicting acute and chronic diabetes complications among adults newly diagnosed with diabetes: development and validation of dynamic risk prediction models.Nature communications · 2026Article
- Cardiovascular outcomes and mortality risk at diagnosis of type 2 diabetes in older adults: a retrospective population-based study using health records from Spain.EClinicalMedicine · 2026Article
- Advancing Personalized Medicine in Gestational Diabetes Mellitus Management Through Gut Microbiota Insights.International journal of molecular sciences · 2026Review
- Pipettes and Pipelines: The Weapons of Omics Sciences for a New Age of Clinical Studies.Current issues in molecular biology · 2026Review
- Improving Precision Diagnosis and Treatment of Diabetes in Low-Resource Settings in Africa Through Structured Clinical Phenotyping: A Narrative Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Review
- Intersectoral interventions for people living with obesity: a scoping review and bibliometric analysis.BMC public health · 2026Article
- The association between food group-based inflammatory score and cardiometabolic disorders in Ganzhou City of China.Scientific reports · 2026Article
- Genetic insights into therapeutic targets for gestational diabetes mellitus: a multi-omics analysis.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Maturity Onset Diabetes of the Young (MODY): French National Diagnosis and Care Protocol (PNDS, Protocole National de Diagnostic et de Soins).Orphanet journal of rare diseases · 2026Review
- Ecological Momentary Assessment of Person-Reported Outcomes in Diabetes: Unlocking Insights with Continuous Glucose Monitoring and the Potential for Precision Medicine.Current diabetes reports · 2026Review
- An inflammatory biomarker panel for prediabetes classification using interpretable machine learning.PloS one · 2026Article
- HDL-C and systemic inflammatory response index mediate the association between visceral adipose tissue and risk of cardiovascular disease among young and middle-aged adults with prediabetes or diabetes: a national cohort study.Journal of translational medicine · 2025Article
- Study protocol for exploring diabetes numeracy and health literacy across Europe (EDUCATE): A multicentre cross-sectional study.Diabetic medicine : a journal of the British Diabetic Association · 2025Article
35 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
Abstract
The convergence of advances in medical science, human biology, data science and technology has enabled the generation of new insights into the phenotype known as 'diabetes'. Increased knowledge of this condition has emerged from populations around the world, illuminating the differences in how diabetes presents, its variable prevalence and how best practice in treatment varies between populations. In parallel, focus has been placed on the development of tools for the application of precision medicine to numerous conditions. This Consensus Report presents the American Diabetes Association (ADA) Precision Medicine in Diabetes Initiative in partnership with the European Association for the Study of Diabetes (EASD), including its mission, the current state of the field and prospects for the future. Expert opinions are presented on areas of precision diagnostics and precision therapeutics (including prevention and treatment) and key barriers to and opportunities for implementation of precision diabetes medicine, with better care and outcomes around the globe, are highlighted. Cases where precision diagnosis is already feasible and effective (i.e. monogenic forms of diabetes) are presented, while the major hurdles to the global implementation of precision diagnosis of complex forms of diabetes are discussed. The situation is similar for precision therapeutics, in which the appropriate therapy will often change over time owing to the manner in which diabetes evolves within individual patients. This Consensus Report describes a foundation for precision diabetes medicine, while highlighting what remains to be done to realise its potential. This, combined with a subsequent, detailed evidence-based review (due 2022), will provide a roadmap for precision medicine in diabetes that helps improve the quality of life for all those with diabetes.
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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.