Automated insulin dosing guidance to optimise insulin management in patients with type 2 diabetes: a multicentre, randomised controlled trial
- PMID: 30808512
- PMCID: PMC6715130
- DOI: 10.1016/S0140-6736(19)30368-X
Automated insulin dosing guidance to optimise insulin management in patients with type 2 diabetes: a multicentre, randomised controlled trial
Abstract
Background: Insulin therapy is most effective if dosage titrations are done regularly and frequently, which is seldom practical for most clinicians, resulting in an insulin titration gap. The d-Nav Insulin Guidance System (Hygieia, Livonia, MI, USA) is a handheld device that is used to measure glucose, determine glucose patterns, and automatically determine the appropriate next insulin dose. We aimed to determine whether the combination of the d-Nav device and health-care professional support is superior to health-care professional support alone.
Methods: In this multicentre, randomised, controlled study, we recruited patients from three diabetes centres in the USA (in Detroit MI; Minneapolis, MN; and Des Moines IA). Patients were eligible if they were aged 21-70 years, diagnosed with type 2 diabetes with a glycated haemoglobin (HbA1c) concentration of 7·5% or higher (≥58 mmol/mol) and 11% or lower (≤97 mmol/mol), and had been using the same insulin regimen for the previous 3 months. Exclusion criteria included body-mass index of 45 kg/m2 or higher; severe cardiac, hepatic, or renal impairment; and more than two severe hypoglycaemic events in the past year. Eligible participants were randomly assigned (1:1), with randomisation blocked within each site, to either d-Nav and health-care professional support (intervention group) or health-care professional support alone (control group). Both groups were contacted seven times (three face-to-face and four phone visits) during 6 months of follow-up. The primary objective was to compare average change in HbA1c from baseline to 6 months. Safety was assessed by the frequency of hypoglycaemic events. The primary objective and safety were assessed in the intention-to-treat population. We used Student's t test to assess the primary outcome for statistical significance. This study was registered with ClinicalTrials.gov, number NCT02424500.
Findings: Between Feb 2, 2015, and March 17, 2017, 236 patients were screened for eligibility, of whom 181 (77%) were enrolled and randomly assigned to the intervention (n=93) and control (n=88) groups. At baseline, mean HbA1c was 8·7% (SD 0·8; 72 mmol/mol [SD 8·8]) in the intervention group and 8·5% (SD 0·8; 69 mmol/mol [SD 8·8]) in the control group. The mean decrease in HbA1c from baseline to 6 months was 1·0% (SD 1·0; 11 mmol/mol [SD 11]) in the intervention group, and 0·3% (SD 0·9; 3·3 mmol/mol [9·9]) in the control group (p<0·0001). The frequency of hypoglycaemic events per month was similar between the groups (0·29 events per month [SD 0·48] in the intervention group vs 0·29 [SD 1·12] in the control group; p=0·96).
Interpretation: The combination of automated insulin titration guidance with support from health-care professionals offers superior glycaemic control compared with support from health-care professionals alone. Such a solution facilitated safe and effective insulin titration in a large group of patients with type 2 diabetes, and now needs to be evaluated across large health-care systems to confirm these findings and study cost-effectiveness.
Funding: US National Institutes of Health, National Institute of Digestive and Kidney Diseases.
Copyright © 2019 Elsevier Ltd. All rights reserved.
Conflict of interest statement
Declaration of interests
EB is the chief executive officer for Hygieia Inc.; IH is a co-founder of Hygieia; SGB is an employees of Hygieia; DFK holds stocks of Hygieia; DJMI is a paid consultant for Hygieia; RMB, MJ, RP, AB, and NY have no financial interest in Hygieia.
Figures




Comment in
-
Insulin dosing guidance to optimise type 2 diabetes management.Lancet. 2019 Oct 12;394(10206):1320-1321. doi: 10.1016/S0140-6736(19)31891-4. Lancet. 2019. PMID: 31609218 No abstract available.
Similar articles
-
Insulin pump treatment compared with multiple daily injections for treatment of type 2 diabetes (OpT2mise): a randomised open-label controlled trial.Lancet. 2014 Oct 4;384(9950):1265-72. doi: 10.1016/S0140-6736(14)61037-0. Epub 2014 Jul 2. Lancet. 2014. PMID: 24998009 Clinical Trial.
-
Safety and efficacy of once-weekly basal insulin Fc in people with type 2 diabetes previously treated with basal insulin: a multicentre, open-label, randomised, phase 2 study.Lancet Diabetes Endocrinol. 2023 Mar;11(3):158-168. doi: 10.1016/S2213-8587(22)00388-6. Epub 2023 Feb 6. Lancet Diabetes Endocrinol. 2023. PMID: 36758572 Clinical Trial.
-
Metformin in women with type 2 diabetes in pregnancy (MiTy): a multicentre, international, randomised, placebo-controlled trial.Lancet Diabetes Endocrinol. 2020 Oct;8(10):834-844. doi: 10.1016/S2213-8587(20)30310-7. Lancet Diabetes Endocrinol. 2020. PMID: 32946820 Clinical Trial.
-
Comparison of Insulin Titration Strategies for Glycemic Control in Type 2 Diabetes: A Systematic Review and Network Meta-analysis.Diabetes Care. 2025 May 1;48(5):837-845. doi: 10.2337/dc24-2661. Diabetes Care. 2025. PMID: 40273351 Review.
-
Optimal glycaemic control in elderly people with type 2 diabetes: what does the evidence say?Drug Saf. 2015 Jan;38(1):17-32. doi: 10.1007/s40264-014-0247-7. Drug Saf. 2015. PMID: 25481812 Review.
Cited by
-
Challenges in Insulin Therapy for Type 2 Diabetes : Regarding the Article "Expert Opinion: A Call for Basal Insulin Titration in Patients with Type 2 Diabetes in Daily Practice: Southeast European Perspective" by Nicolae Hancu et al.Diabetes Ther. 2021 Dec;12(12):3243-3244. doi: 10.1007/s13300-021-01164-1. Epub 2021 Oct 16. Diabetes Ther. 2021. PMID: 34655419 Free PMC article. No abstract available.
-
Evaluation of a Digital Health Tool for Titration of Basal Insulin in People With Type 2 Diabetes: Rationale and Design of a Randomized Controlled Trial.J Diabetes Sci Technol. 2024 Jul;18(4):946-955. doi: 10.1177/19322968221148756. Epub 2023 Jan 5. J Diabetes Sci Technol. 2024. PMID: 36602040 Free PMC article.
-
Automated Bolus Calculators and Connected Insulin Pens: A Smart Combination for Multiple Daily Injection Insulin Therapy.J Diabetes Sci Technol. 2022 May;16(3):605-609. doi: 10.1177/19322968211062624. Epub 2021 Dec 22. J Diabetes Sci Technol. 2022. PMID: 34933594 Free PMC article.
-
Hand grip strength is inversely associated with total daily insulin dose requirement in patients with type 2 diabetes mellitus: a cross-sectional study.PeerJ. 2023 Jul 20;11:e15761. doi: 10.7717/peerj.15761. eCollection 2023. PeerJ. 2023. PMID: 37489121 Free PMC article.
-
Web-Based, Algorithm-Guided Insulin Titration in Insulin-Treated Type 2 Diabetes: Pre-Post Intervention Study.JMIR Form Res. 2025 Feb 7;9:e68914. doi: 10.2196/68914. JMIR Form Res. 2025. PMID: 39924297 Free PMC article.
References
-
- Chen Y, Abbott S, Nguyen M, Grabner M, Quimbo R. Glycemic Control of Insulin Treated Patients Across the U.S.: Epidemiologic Analysis of a Commercially Insured Population. American Diabetes Association Meeting. 2013;2765–PO.
-
- Riddle MC, Yki-Jarvinen H, Bolli GB, Ziemen M, Muehlen-Bartmer I, Cissokho S, et al. One year sustained glycaemic control and less hypoglycaemia with new insulin glargine 300 U/mL compared with 100 U/mL in people with type 2 diabetes using basal + meal-time insulin (EDITION 1 12-month randomized trial including 6-month extension). Diabetes Obes Metab. 2015. - PMC - PubMed
Publication types
MeSH terms
Substances
Associated data
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous