Efficacy and effectiveness of screen and treat policies in prevention of type 2 diabetes: systematic review and meta-analysis of screening tests and interventions
- PMID: 28052845
- DOI: 10.1136/bmj.i6538
Efficacy and effectiveness of screen and treat policies in prevention of type 2 diabetes: systematic review and meta-analysis of screening tests and interventions
Abstract
Objectives: To assess diagnostic accuracy of screening tests for pre-diabetes and efficacy of interventions (lifestyle or metformin) in preventing onset of type 2 diabetes in people with pre-diabetes.
Design: Systematic review and meta-analysis.
Data sources and method: Medline, PreMedline, and Embase. Study protocols and seminal papers were citation-tracked in Google Scholar to identify definitive trials and additional publications. Data on study design, methods, and findings were extracted onto Excel spreadsheets; a 20% sample was checked by a second researcher. Data extracted for screening tests included diagnostic accuracy and population prevalence. Two meta-analyses were performed, one summarising accuracy of screening tests (with the oral glucose tolerance test as the standard) for identification of pre-diabetes, and the other assessing relative risk of progression to type 2 diabetes after either lifestyle intervention or treatment with metformin.
Eligibility criteria: Empirical studies evaluating accuracy of tests for identification of pre-diabetes. Interventions (randomised trials and interventional studies) with a control group in people identified through screening. No language restrictions.
Results: 2874 titles were scanned and 148 papers (covering 138 studies) reviewed in full. The final analysis included 49 studies of screening tests (five of which were prevalence studies) and 50 intervention trials. HbA1c had a mean sensitivity of 0.49 (95% confidence interval 0.40 to 0.58) and specificity of 0.79 (0.73 to 0.84), for identification of pre-diabetes, though different studies used different cut-off values. Fasting plasma glucose had a mean sensitivity of 0.25 (0.19 to 0.32) and specificity of 0.94 (0.92 to 0.96). Different measures of glycaemic abnormality identified different subpopulations (for example, 47% : of people with abnormal HbA1c had no other glycaemic abnormality). Lifestyle interventions were associated with a 36% (28% to 43%) reduction in relative risk of type 2 diabetes over six months to six years, attenuating to 20% (8% to 31%) at follow-up in the period after the trails.
Conclusions: HbA1c is neither sensitive nor specific for detecting pre-diabetes; fasting glucose is specific but not sensitive. Interventions in people classified through screening as having pre-diabetes have some efficacy in preventing or delaying onset of type 2 diabetes in trial populations. As screening is inaccurate, many people will receives an incorrect diagnosis and be referred on for interventions while others will be falsely reassured and not offered the intervention. These findings suggest that "screen and treat" policies alone are unlikely to have substantial impact on the worsening epidemic of type 2 diabetes.
Registration: PROSPERO (No CRD42016042920).
Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions.
Comment in
-
Screen and intervene to prevent diabetes?BMJ. 2017 Jan 4;356:i6800. doi: 10.1136/bmj.i6800. BMJ. 2017. PMID: 28052856 No abstract available.
-
NHS Diabetes Prevention Programme is vital but criteria need reviewing.BMJ. 2017 Feb 23;356:j993. doi: 10.1136/bmj.j993. BMJ. 2017. PMID: 28232319 No abstract available.
-
Is there a need for new diabetes prevention trials?BMJ. 2017 Feb 24;356:j1003. doi: 10.1136/bmj.j1003. BMJ. 2017. PMID: 28235870 No abstract available.
-
Review: HbA1c has low accuracy for prediabetes; lifestyle programs and metformin reduce progression to T2DM.Ann Intern Med. 2017 Apr 18;166(8):JC41. doi: 10.7326/ACPJC-2017-166-8-041. Ann Intern Med. 2017. PMID: 28418543 No abstract available.
-
Value of screening for and treating pre-diabetes is reduced by low test accuracy and indirect evidence of impact on patient important outcomes.Evid Based Med. 2017 Oct;22(5):180-181. doi: 10.1136/ebmed-2017-110754. Epub 2017 Jul 22. Evid Based Med. 2017. PMID: 28735279 Review. No abstract available.
Similar articles
-
Diagnostic accuracy of tests for type 2 diabetes and prediabetes: A systematic review and meta-analysis.PLoS One. 2020 Nov 20;15(11):e0242415. doi: 10.1371/journal.pone.0242415. eCollection 2020. PLoS One. 2020. PMID: 33216783 Free PMC article.
-
Preventing type 2 diabetes: systematic review of studies of cost-effectiveness of lifestyle programmes and metformin, with and without screening, for pre-diabetes.BMJ Open. 2017 Nov 15;7(11):e017184. doi: 10.1136/bmjopen-2017-017184. BMJ Open. 2017. PMID: 29146638 Free PMC article. Review.
-
Screening for type 2 diabetes: a short report for the National Screening Committee.Health Technol Assess. 2013 Aug;17(35):1-90. doi: 10.3310/hta17350. Health Technol Assess. 2013. PMID: 23972041 Free PMC article. Review.
-
Screening for type 2 diabetes: literature review and economic modelling.Health Technol Assess. 2007 May;11(17):iii-iv, ix-xi, 1-125. doi: 10.3310/hta11170. Health Technol Assess. 2007. PMID: 17462167 Review.
-
Assessment of clinical and biochemical profile of prediabetic subject in Bangladesh, attending in BIRDEM and results of intervention by lifestyle modification, metformin, and DPP4 inhibitor.Diabetes Metab Syndr. 2019 Mar-Apr;13(2):1603-1608. doi: 10.1016/j.dsx.2019.03.019. Epub 2019 Mar 15. Diabetes Metab Syndr. 2019. PMID: 31336528
Cited by
-
Determinants of adult sedentary behavior and physical inactivity for the primary prevention of diabetes in historically disadvantaged communities: A representative cross-sectional population-based study from Reunion Island.PLoS One. 2024 Aug 13;19(8):e0308650. doi: 10.1371/journal.pone.0308650. eCollection 2024. PLoS One. 2024. PMID: 39137192 Free PMC article.
-
A review of air pollution as a driver of cardiovascular disease risk across the diabetes spectrum.Front Endocrinol (Lausanne). 2024 Apr 11;15:1321323. doi: 10.3389/fendo.2024.1321323. eCollection 2024. Front Endocrinol (Lausanne). 2024. PMID: 38665261 Free PMC article. Review.
-
Usual intake of dairy products and the chance of pre-diabetes regression to normal glycemia or progression to type 2 diabetes: a 9-year follow-up.Nutr Diabetes. 2024 Apr 9;14(1):15. doi: 10.1038/s41387-024-00257-7. Nutr Diabetes. 2024. PMID: 38594262 Free PMC article.
-
Association between the haemoglobin glycation index (HGI) and clinical outcomes in patients with acute decompensated heart failure.Ann Med. 2024 Dec;56(1):2330615. doi: 10.1080/07853890.2024.2330615. Epub 2024 Mar 21. Ann Med. 2024. PMID: 38513606 Free PMC article.
-
Effects of a Novel Applet-Based Personalized Dietary Intervention on Dietary Intakes: A Randomized Controlled Trial in a Real-World Scenario.Nutrients. 2024 Feb 19;16(4):565. doi: 10.3390/nu16040565. Nutrients. 2024. PMID: 38398889 Free PMC article. Clinical Trial.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Research Materials
Miscellaneous
