ReviewThe Journal of clinical endocrinology and metabolism2022
Complications of Diabetes and Metrics of Glycemic Management Derived From Continuous Glucose Monitoring.
Review in The Journal of clinical endocrinology and metabolism, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 162 papers, 8 of them syntheses 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.
Glucose Monitoring After Acute Myocardial Infarct in People With Diabetes
Studying the Presence of CFRD Complications With Thoughtful Recruitment (SPeCTRuM)
Who cites it
162 citing papers in PubMed, 8 syntheses or guidelines pooled it, 247 citations in OpenAlex.
- Continuous glucose monitoring in type 2 diabetes: Evidence for glycaemic metrics and patient-reported outcomes.Diabetic medicine : a journal of the British Diabetic Association · 2026Pooled it
- Nutrient intake order on metabolic outcomes in type 2 diabetes: a systematic review and meta-analysis.Acta diabetologica · 2026Pooled it
- Clinical parameters and emerging biomarkers of partial remission in pediatric type 1 diabetes: a systematic review.Frontiers in endocrinology · 2026Pooled it
- A systematic literature review and meta-analysis of real-world evidence on commercially available automated insulin delivery systems in people with type 1 diabetes.Diabetes, obesity & metabolism · 2026Pooled it
- Pooled it
- Association between continuous glucose monitoring metrics and cardiovascular autonomic neuropathy in diabetic patients: a systematic review.Reviews in endocrine & metabolic disorders · 2025Pooled it
- A systematic review of the association of Type I diabetes with sensorineural hearing loss.PloS one · 2024Pooled it
- Relationship between acute glucose variability and cognitive decline in type 2 diabetes: A systematic review and meta-analysis.PloS one · 2023Pooled it
- Metabolic and vascular outcomes after transition to the MiniMed 780G system in adults ≥65 years with type 1 diabetes: a randomised, single-centre study.Diabetologia · 2026Trial
- Dietary effect on glucose homeostasis is modulated by a loss-of-function variant in the sucrase-isomaltase gene: a randomised, dietary crossover intervention in Inuit.Diabetologia · 2026Trial
- A Digital Diabetes Self-Management Education and Support Program Integrated With Continuous Glucose Monitoring for Type 2 Diabetes: Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- Mulberry Twig Alkaloids Combined With Insulin Infusion: Effects on Blood Glucose Variability in Type 2 Diabetes.Medical science monitor : international medical journal of experimental and clinical research · 2026Trial
- Differential effects of lifestyle interventions on continuous glucose monitoring metrics in persons with type 2 diabetes: Potential for personalised treatment.Diabetes, obesity & metabolism · 2025Trial
- Discordance between mean glucose and time in range in relation to HbADiabetologia · 2024Trial
- Hybrid Closed Loop Systems Improve Glycemic Control and Quality of Life in Historically Minoritized Youth with Diabetes.Diabetes technology & therapeutics · 2024Trial
- Impact of diverse aerobic exercise plans on glycemic control, lipid levels, and functional activity in stroke patients with type 2 diabetes mellitus.Frontiers in endocrinology · 2024Trial
- CamAPS FX Hybrid Closed-Loop with Ultra-Rapid Lispro Compared with Standard Lispro in Adults with Type 1 Diabetes: A Double-Blind, Randomized, Crossover Study.Diabetes technology & therapeutics · 2023Trial
- Effects of mulberry twig alkaloids(Sangzhi alkaloids) and metformin on blood glucose fluctuations in combination with premixed insulin-treated patients with type 2 diabetes.Frontiers in endocrinology · 2023Trial
- Association of Variability of Monthly Continuous Glucose Monitoring-Derived Metrics With Diabetic Kidney Disease in Type 1 Diabetes.Diabetes, obesity & metabolism · 2026Article
- Article
102 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
5 authors at 3 institutions in 1 country.
Funding
Abstract
contextAlthough glycated hemoglobin A1c is currently the best parameter used clinically to assess risk for the development of diabetes complications, it does not provide insight into short-term fluctuations in glucose levels. This review summarizes the relationship between continuous glucose monitoring (CGM)-derived metrics of glycemic variability and diabetes-related complications. EVIDENCE ACQUISITION: PubMed and Embase databases were searched from January 1, 2010 to August 22, 2020, using the terms type 1 diabetes, type 2 diabetes, diabetes-related microvascular and macrovascular complications, and measures of glycaemic variability. Exclusion criteria were studies that did not use CGM and studies involving participants who were not diabetic, acutely unwell (post stroke, post surgery), pregnant, or using insulin pumps. EVIDENCE SYNTHESIS: A total of 1636 records were identified, and 1602 were excluded, leaving 34 publications in the final review. Of the 20 852 total participants, 663 had type 1 diabetes (T1D) and 19 909 had type 2 diabetes (T2D). Glycemic variability and low time in range (TIR) showed associations with all studied microvascular and macrovascular complications of diabetes. Notably, higher TIR was associated with reduced risk of albuminuria, retinopathy, cardiovascular disease mortality, all-cause mortality, and abnormal carotid intima-media thickness. Peripheral neuropathy was predominantly associated with standard deviation of blood glucose levels (SD) and mean amplitude of glycemic excursions (MAGE).
conclusionThe evidence supports the association between diabetes complications and CGM-derived measures of intraday glycemic variability. TIR emerged as the most consistent measure, supporting its emerging role in clinical practice. More longitudinal studies and trials are required to confirm these associations, particularly for T1D, for which there are limited data.
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.