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Comparative Efficacy of Insulin Delivery Modalities on Glycaemic Control in Adults With Type 2 Diabetes: A Systematic Review and Network Meta-Analysis

Journal
Diabetes, obesity & metabolism (Q1)
Published
13 July 2026
Study design
Systematic review / meta-analysis of RCTs
Evidence level
Level 1, High (CEBM 1a)
Authors
Ruining Yang, Xiyi Lu, Yixian Liang, Runzhi Liu, Jianxin Rui, Lixun Xu, et al.
PMID
42443590
DOI
10.1111/dom.71104

Why clinicians should know about it

Abstract

AIMS: To compare insulin delivery modalities for glycaemic control, body weight and insulin dose in adults with insulin-treated Type 2 diabetes. MATERIALS AND METHODS: We searched eight databases and two trial registries until 27 April 2026 for parallel-group randomised trials comparing pre-specified insulin delivery modalities. The primary network meta-analysis excluded the clinically heterogeneous residual Other node. Outcomes were changes in HbA1c, time in range (TIR), time above range (TAR), time below range (TBR), body weight and insulin dose; certainty was assessed with CINeMA. RESULTS: Thirty-seven reports describing 36 independent trials with 4157 participants were included. Median follow-up was 12 weeks. In the primary no-Other analysis, hybrid closed-loop (HCL) reduced HbA1c versus multiple daily injections (MDI; MD -0.79%, 95% CI -1.33 to -0.25), increased TIR (MD +16.00 percentage points, 95% CI +8.77 to +23.22), reduced TAR (MD -13.48 percentage points, 95% CI -23.05 to -3.91) and reduced insulin dose (MD -15.69 U/day, 95% CI -31.33 to -0.06). Continuous subcutaneous insulin infusion also reduced HbA1c (MD -0.47%, 95% CI -0.74 to -0.20) and insulin dose. Fully closed-loop yielded larger TIR/TAR estimates, but from one short trial only and should be considered hypothesis-generating. HCL increased body weight (MD +1.58 kg, 95% CI +0.75 to +2.40). Most trials had risk-of-bias concerns and low-risk sensitivity analysis was infeasible. CONCLUSIONS: HCL showed the most consistent glycaemic benefit, but body-weight and sparse safety evidence warrant caution. FCL findings require larger, longer confirmation. TRIAL REGISTRATION: PROSPERO registration: CRD420261381231.

Abstract as published, via PubMed.

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For healthcare professionals. The summary is generated by AI from the published abstract, and the evidence level is assigned automatically from the study design on the Oxford CEBM hierarchy. Neither is medical advice. Read the full paper before changing practice.