Continuous glucose monitoring metrics for earlier identification of pre-diabetes: protocol for a systematic review and meta-analysis
- PMID: 36008066
- PMCID: PMC9422846
- DOI: 10.1136/bmjopen-2022-061756
Continuous glucose monitoring metrics for earlier identification of pre-diabetes: protocol for a systematic review and meta-analysis
Abstract
Introduction: Glycaemic variability and other metrics are not well characterised in subjects without diabetes. More comprehensive sampling as obtained with continuous glucose monitoring (CGM) may improve diagnostic accuracy of the transition from health to pre-diabetes. Our goal is to investigate the glycaemic system as it shifts from health to pre-disease in adult patients without diabetes using CGM metrics. New insights may offer therapeutic promise for reversing dysglycaemia more successfully with dietary, nutritional and lifestyle change before progression occurs to pre-diabetes and diabetes.
Methods and analysis: This systematic review will include comprehensive searches of the PubMed, Scopus, Cochrane Library and ClinicalTrials.gov databases, with restrictions set to studies published in the last 10 years in English and planned search date 10 March 2022. Reference lists of studies that meet eligibility criteria in the screening process will subsequently be screened for the potential inclusion of additional studies. We will include studies that examine CGM use and report diagnostic criteria such as fasting glucose and/or haemoglobin A1c such that we can assess correlation between CGM metrics and established diagnostic criteria and describe how CGM metrics are altered in the transition from health to pre-diabetes. The screening and data extraction will be conducted by two independent reviewers using Covidence. All included papers will also be evaluated for quality and publication bias using Cochrane Collaboration risk of bias tools. If there are two or more studies with quantitative estimates that can be combined, we will conduct a meta-analysis after assessing heterogeneity.
Ethics and dissemination: The systematic review methodology does not require formal ethical review due to the nature of the study design. Study findings will be publicly available and published in a peer-reviewed journal.
Prospero registration number: CRD42022308222.
Keywords: general medicine (see internal medicine); health informatics; physiology; preventive medicine; primary care.
© Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.
Conflict of interest statement
Competing interests: None declared.
Similar articles
-
Benefits of the addition of continuous or flash glucose monitoring versus standard practice using self-monitored blood glucose and haemoglobin A1c in the primary care of diabetes mellitus: a systematic review protocol.BMJ Open. 2021 Aug 26;11(8):e050027. doi: 10.1136/bmjopen-2021-050027. BMJ Open. 2021. PMID: 34446495 Free PMC article.
-
Comparing effects of continuous glucose monitoring systems (CGMs) and self-monitoring of blood glucose (SMBG) amongst adults with type 2 diabetes mellitus: a systematic review protocol.Syst Rev. 2020 May 31;9(1):120. doi: 10.1186/s13643-020-01386-7. Syst Rev. 2020. PMID: 32475343 Free PMC article.
-
The effectiveness of continuous subcutaneous insulin pumps with continuous glucose monitoring in outpatient adolescents with type 1 diabetes: A systematic review.JBI Libr Syst Rev. 2012;10(42 Suppl):1-10. doi: 10.11124/jbisrir-2012-170. JBI Libr Syst Rev. 2012. PMID: 27820140
-
Psychological interventions to improve self-management of type 1 and type 2 diabetes: a systematic review.Health Technol Assess. 2020 Jun;24(28):1-232. doi: 10.3310/hta24280. Health Technol Assess. 2020. PMID: 32568666 Free PMC article.
-
Continuous Glucose Monitoring for Prediabetes: What Are the Best Metrics?J Diabetes Sci Technol. 2024 Jul;18(4):835-846. doi: 10.1177/19322968241242487. Epub 2024 Apr 17. J Diabetes Sci Technol. 2024. PMID: 38629784 Free PMC article. Review.
Cited by
-
Perioperative glucose monitoring with continuous glucose monitors identifies risk factors for post-transplant diabetes mellitus in kidney transplant recipients.Sci Rep. 2024 Sep 11;14(1):21240. doi: 10.1038/s41598-024-72025-7. Sci Rep. 2024. PMID: 39261619 Free PMC article.
-
Prediabetes in children and adolescents: An updated review.World J Clin Pediatr. 2023 Dec 9;12(5):263-272. doi: 10.5409/wjcp.v12.i5.263. eCollection 2023 Dec 9. World J Clin Pediatr. 2023. PMID: 38178932 Free PMC article. Review.
-
ELSAH (electronic smart patch system for wireless monitoring of molecular biomarkers for healthcare and wellbeing): definition of possible use cases.Front Bioeng Biotechnol. 2023 May 4;11:1166857. doi: 10.3389/fbioe.2023.1166857. eCollection 2023. Front Bioeng Biotechnol. 2023. PMID: 37251564 Free PMC article.
References
-
- Centers for Disease Control and Prevention . What is diabetes? Available: https://www.cdc.gov/diabetes/basics/diabetes.html [Accessed 19 Mar 2021].
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical