ReviewJournal of diabetes science and technology2024
Continuous Glucose Monitoring for Prediabetes: What Are the Best Metrics?
Review in Journal of diabetes science and technology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07452159 (Diabetes in Asians at Risk in Youth), which is not on this map. Cited by 17 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.
Diabetes in Asians at Risk in Youth
Who cites it
17 citing papers in PubMed, 29 citations in OpenAlex.
- Beyond HbA1c: A CGM-centred three-pillar framework for glycaemic variability in pre-diabetes and type 2 diabetes.Diabetic medicine : a journal of the British Diabetic Association · 2026Review
- Carbohydrate composition of infant formula and glycemic regulation in early infancy using continuous glucose monitoring: cross-sectional evidence of altered glucose patterns with corn syrup solid-based formulas.The American journal of clinical nutrition · 2026Observational
- Surface-based cortical thickness and gyrification mapping with data-driven prediction of cognitive impairment in prediabetes.IBRO neuroscience reports · 2026Article
- Article
- Evaluating Large Language Models for Food Supplement Development: A Case Study in Glycemic Control.Nutrients · 2026Article
- Defining a glycemic persistence index (GPI) for continuous glucose monitoring.Research square · 2026Article
- Association of Insulin Resistance and Insulin Secretion Indices and Glucose Metrics From Continuous Glucose Monitoring in People With Obesity.Diabetes care · 2026Article
- Continuous Glucose Monitoring Metrics in Asians Without Diabetes: Differentiating Prediabetes From Normoglycemia.Journal of diabetes science and technology · 2025Article
- Continuous Glucose Monitoring in People at High Risk of Diabetes and Dysglycaemia: Transforming Early Risk Detection and Personalised Care.Life (Basel, Switzerland) · 2025Review
- Characterising the design and methods of continuous glucose monitoring used in behavioural interventions to inform future research in prediabetes.The Lancet. Digital health · 2025Review
- Quantitative estimation of disposition index from postprandial glucose data across the spectrum of glucose tolerance.American journal of physiology. Endocrinology and metabolism · 2025Article
- Weight loss is associated with improved daytime time in range in adults with prediabetes and non-insulin-treated type 2 diabetes undergoing dietary intervention.Diabetic medicine : a journal of the British Diabetic Association · 2025Article
- Use of technology in prediabetes and precision prevention.Journal of diabetes investigation · 2025Review
- Variability of the Skin Temperature from Wrist-Worn Device for Definition of Novel Digital Biomarkers of Glycemia.Sensors (Basel, Switzerland) · 2025Article
- Glucose Abnormalities Detected by Continuous Glucose Monitoring in Very Old Adults With and Without Diabetes.Diabetes care · 2025Article
- Continuous Glucose Monitoring and Glycemic Control in an Adult Without Diabetes: Over 4,000 Automated Recordings Guide Contingency-Shaped Learning.Telemedicine reports · 2025Article
- Exploring the Continuous Glucose Monitoring in Pediatric Diabetes: Current Practices, Innovative Metrics, and Future Implications.Children (Basel, Switzerland) · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundContinuous glucose monitoring (CGM) has transformed the care of type 1 and type 2 diabetes, and there is potential for CGM to also become influential in prediabetes identification and management. However, to date, we do not have any consensus guidelines or high-quality evidence to guide CGM goals and metrics for use in prediabetes.
methodsWe searched PubMed for all English-language articles on CGM use in nonpregnant adults with prediabetes published by November 1, 2023. We excluded any articles that included subjects with type 1 diabetes or who were known to be at risk for type 1 diabetes due to positive islet autoantibodies.
resultsBased on the limited data available, we suggest possible CGM metrics to be used for individuals with prediabetes. We also explore the role that glycemic variability (GV) plays in the transition from normoglycemia to prediabetes.
conclusionsGlycemic variability indices beyond the standard deviation and coefficient of variation are emerging as prominent identifiers of early dysglycemia. One GV index in particular, the mean amplitude of glycemic excursion (MAGE), may play a key future role in CGM metrics for prediabetes and is highlighted in this review.
Indexed as
Identifiers
What Socratic 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 Socratic graph.