Time in Range for Multiple Technologies in Type 1 Diabetes: A Systematic Review and Network Meta-analysis

Diabetes Care. 2020 Aug;43(8):1967-1975. doi: 10.2337/dc19-1785.

Abstract

Background: Time in range is a key glycemic metric, and comparisons of management technologies for this outcome are critical to guide device selection.

Purpose: We conducted a systematic review and network meta-analysis to compare and rank technologies for time in glycemic ranges.

Data sources: We searched Evidenced-Based Medicine Reviews, CINAHL, Embase, MEDLINE, MEDLINE In-Process & Other Non-Indexed Citations, PROSPERO, PsycInfo, PubMed, and Web of Science until 24 April 2019.

Study selection: We included randomized controlled trials ≥2 weeks' duration comparing technologies for management of type 1 diabetes in adults (≥18 years of age), excluding pregnant women.

Data extraction: Data were extracted using a predefined template. Outcomes were percent time with sensor glucose levels 3.9-10.0 mmol/L (70-180 mg/dL), >10.0 mmol/L (180 mg/dL), and <3.9 mmol/L (70 mg/dL).

Data synthesis: We identified 16,772 publications, of which 14 eligible studies compared eight technologies comprising 1,043 participants. Closed-loop systems led to greater percent time in range than any other management strategy, and mean percent time in range was 17.85 (95% predictive interval 7.56-28.14) longer than with usual care of multiple daily injections with capillary glucose testing. Closed-loop systems ranked best for percent time in range or above range with use of Surface Under the Cumulative RAnking curve (SUCRA) (98.5% and 93.5%, respectively). Closed-loop systems also ranked highly for time below range (SUCRA 62.2%).

Limitations: Overall risk of bias ratings were moderate for all outcomes. Certainty of evidence was very low.

Conclusions: In the first integrated comparison of multiple management strategies considering time in range, we found that the efficacy of closed-loop systems appeared better than all other approaches.

Publication types

  • Meta-Analysis
  • Systematic Review

MeSH terms

  • Adult
  • Blood Glucose / analysis
  • Blood Glucose / drug effects
  • Blood Glucose / metabolism*
  • Blood Glucose Self-Monitoring / instrumentation
  • Blood Glucose Self-Monitoring / standards
  • Comparative Effectiveness Research
  • Diabetes Mellitus, Type 1 / blood*
  • Diabetes Mellitus, Type 1 / drug therapy*
  • Diabetes Mellitus, Type 1 / epidemiology
  • Equipment and Supplies* / standards
  • Female
  • Glycemic Control / standards*
  • Humans
  • Insulin / administration & dosage*
  • Insulin Infusion Systems
  • Male
  • Middle Aged
  • Network Meta-Analysis
  • Patient Care Planning / standards
  • Randomized Controlled Trials as Topic / statistics & numerical data
  • Reference Values
  • Time Factors
  • United Kingdom / epidemiology

Substances

  • Blood Glucose
  • Insulin

Associated data

  • figshare/10.2337/figshare.12116691