Evidence map›Paper›PMID 35094087›Full record

ReviewThe Journal of clinical endocrinology and metabolism2022

Complications of Diabetes and Metrics of Glycemic Management Derived From Continuous Glucose Monitoring.

Michael Yapanis, Steven James, Maria E Craig, David O'Neal, Elif I Ekinci

2 registry-linked trialsOpen access · hybridAbstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
162citing papers in PubMed, 8 pooled it
31.9field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT05431296 naunknown statusnot on this mapstarted 2023, after this paper: background citation

Glucose Monitoring After Acute Myocardial Infarct in People With Diabetes

TypeinterventionalSponsorImperial College LondonRan2023 to 2025Enrolled160ConditionsType 2 Diabetes, Acute Myocardial Infarction, Acute Myocardial Infarction With ST Elevation, Diabetes ComplicationsArmsDexcom ONE Continuous Glucose Monitoring System
NCT06837181 recruitingnot on this mapstarted 2025, after this paper: background citation

Studying the Presence of CFRD Complications With Thoughtful Recruitment (SPeCTRuM)

TypeobservationalSponsorJaeb Center for Health ResearchRan2025 to 2028Enrolled200ConditionsCystic Fibrosis (CF), Cystic Fibrosis-related Diabetes, Diabetes, RetinopathyArmsobservational study
3 · Its place in the literature

Who cites it

162 citing papers in PubMed, 8 syntheses or guidelines pooled it, 247 citations in OpenAlex.

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  12. 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 · 2026
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102 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Michael YapanisDepartment of Medicine, the University of Melbourne, Parkville 3052, Victoria, Australia.ORCID 0000-0003-4420-5350
Steven JamesSchool of Nursing, Midwifery and Paramedicine, the University of the Sunshine Coast, Petrie 4052, Queensland, Australia.ORCID 0000-0002-3928-9206
Maria E CraigSchool of Clinical Medicine, UNSW Medicine and Health, Discipline of Paediatrics and Child Health, UNSW 2052, NSW, Australia.ORCID 0000-0001-6004-576X
David O'NealDepartment of Medicine, the University of Melbourne, Parkville 3052, Victoria, Australia.ORCID 0000-0002-0870-4032
Elif I EkinciDepartment of Medicine, the University of Melbourne, Parkville 3052, Victoria, Australia.ORCID 0000-0003-2372-395X
The University of Melbourne · AUThe University of Sydney · AUUniversity of the Sunshine Coast · AU

Funding

National Health and Medical Research Council APP1136735
6 · The paper itself

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

Diabetes Mellitus, Type 1Diabetes Mellitus, Type 2Blood GlucoseBlood Glucose Self-MonitoringCarotid Intima-Media ThicknessGlycated HemoglobinHumansBlood GlucoseGlycated Hemoglobincontinuous glucose monitoringdiabetes complicationsglycemic variabilitytime-in-rangetype 1 diabetes mellitustype 2 diabetes mellitus

Identifiers

PMID35094087
PMCPMC9113815
OpenAlexW4210352360

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.