Literature DB >> 22568777

Can a tool that automates insulin titration be a key to diabetes management?

Richard M Bergenstal1, Eran Bashan, Margaret McShane, Mary Johnson, Israel Hodish.   

Abstract

BACKGROUND: Most patients who use insulin do not achieve optimal glycemic control and become susceptible to complications. Numerous clinical trials have shown that frequent insulin dosage titration is imperative to achieve glycemic control. Unfortunately, implementation of such a paradigm is often impractical. We hypothesized that the Diabetes Insulin Guidance System (DIGS™) (Hygieia, Inc., Ann Arbor, MI) software, which automatically advises patients on adjustment of insulin dosage, would provide safe and effective weekly insulin dosage adjustments. SUBJECTS AND METHODS: In a feasibility study we enrolled patients with type 1 and type 2 diabetes, treated with a variety of insulin regimens and having suboptimal glycemic control. The 12-week intervention period followed a 4-week baseline run-in period. During the intervention, DIGS processed patients' glucose readings and provided insulin dosage adjustments on a weekly basis. If approved by the study team, the adjusted insulin dosage was communicated to the patients. Insulin formulations were not changed during the study. The primary outcome was the fraction of DIGS dosage adjustments approved by the study team, and the secondary outcome was improved glycemic control.
RESULTS: Forty-six patients were recruited, and eight withdrew. The DIGS software recommended 1,734 insulin dosage adjustments, of which 1,731 (99.83%) were approved. During the run-in period the weekly average glucose was stable at 174.2±36.7 mg/dL (9.7±2.0 mmol/L). During the following 12 weeks, DIGS dosage adjustments resulted in progressive improvement in average glucose to 163.3±35.1 mg/dL (9.1±1.9 mmol/L) (P<0.03). Mean glycosylated hemoglobin decreased from 8.4±0.8% to 7.9±0.9% (P<0.05). Concomitantly, the frequency of hypoglycemia decreased by 25.2%.
CONCLUSIONS: The DIGS software provided patients with safe and effective weekly insulin dosage adjustments. Widespread implementation of DIGS may improve the outcome and reduce the cost of implementing effective insulin therapy.

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Year:  2012        PMID: 22568777      PMCID: PMC3409453          DOI: 10.1089/dia.2011.0303

Source DB:  PubMed          Journal:  Diabetes Technol Ther        ISSN: 1520-9156            Impact factor:   6.118


  25 in total

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Authors:  Emily Y Chew; Walter T Ambrosius
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2.  Are glucose readings sufficient to adjust insulin dosage?

Authors:  Eran Bashan; William H Herman; Israel Hodish
Journal:  Diabetes Technol Ther       Date:  2011-01       Impact factor: 6.118

3.  Effect of intensive therapy on the microvascular complications of type 1 diabetes mellitus.

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Journal:  JAMA       Date:  2002-05-15       Impact factor: 56.272

4.  A clinical trial of continuous subcutaneous insulin infusion versus multiple daily injections in older adults with type 2 diabetes.

Authors:  William H Herman; Liza L Ilag; Susan L Johnson; Catherine L Martin; Joyce Sinding; Abdulaziz Al Harthi; Cynthia D Plunkett; Frankie B LaPorte; Ray Burke; Morton B Brown; Jeffery B Halter; Philip Raskin
Journal:  Diabetes Care       Date:  2005-07       Impact factor: 19.112

5.  Frequency and predictors of hypoglycaemia in Type 1 and insulin-treated Type 2 diabetes: a population-based study.

Authors:  L A Donnelly; A D Morris; B M Frier; J D Ellis; P T Donnan; R Durrant; M M Band; G Reekie; G P Leese
Journal:  Diabet Med       Date:  2005-06       Impact factor: 4.359

Review 6.  The underuse of insulin therapy in North America.

Authors:  Matthew C Riddle
Journal:  Diabetes Metab Res Rev       Date:  2002 Sep-Oct       Impact factor: 4.876

7.  A(1c) control in a primary care setting: self-titrating an insulin analog pre-mix (INITIATEplus trial).

Authors:  David S Oyer; Mark D Shepherd; Franklin C Coulter; Anuj Bhargava; Jason Brett; Pei-Ling Chu; Bruce S Trippe
Journal:  Am J Med       Date:  2009-11       Impact factor: 4.965

8.  Three-year efficacy of complex insulin regimens in type 2 diabetes.

Authors:  Rury R Holman; Andrew J Farmer; Melanie J Davies; Jonathan C Levy; Julie L Darbyshire; Joanne F Keenan; Sanjoy K Paul
Journal:  N Engl J Med       Date:  2009-10-22       Impact factor: 91.245

9.  Glycemic control from 1988 to 2000 among U.S. adults diagnosed with type 2 diabetes: a preliminary report.

Authors:  Carol E Koro; Steven J Bowlin; Nancy Bourgeois; Donald O Fedder
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10.  Risk of hypoglycaemia in types 1 and 2 diabetes: effects of treatment modalities and their duration.

Authors: 
Journal:  Diabetologia       Date:  2007-04-06       Impact factor: 10.122

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  15 in total

1.  Automated insulin dosing guidance to optimise insulin management in patients with type 2 diabetes: a multicentre, randomised controlled trial.

Authors:  Richard M Bergenstal; Mary Johnson; Rebecca Passi; Anuj Bhargava; Natalie Young; Davida F Kruger; Eran Bashan; Stanley G Bisgaier; Deanna J Marriott Isaman; Israel Hodish
Journal:  Lancet       Date:  2019-02-23       Impact factor: 79.321

2.  Role of Automation/Technology in Day-to-Day Diabetes Care.

Authors:  Vikash Dadlani; Yogish C Kudva
Journal:  Diabetes Technol Ther       Date:  2016-03-30       Impact factor: 6.118

Review 3.  Evidence-based Mobile Medical Applications in Diabetes.

Authors:  Andjela Drincic; Priya Prahalad; Deborah Greenwood; David C Klonoff
Journal:  Endocrinol Metab Clin North Am       Date:  2016-10-08       Impact factor: 4.741

4.  A Randomized Controlled, Treat-to-Target Study Evaluating the Efficacy and Safety of Insulin Glargine 300 U/mL (Gla-300) Administered Using Either Device-Supported or Routine Titration in People With Type 2 Diabetes.

Authors:  Melanie Davies; Steve Bain; Guillaume Charpentier; Frank Flacke; Harmonie Goyeau; Michael Woloschak; Christoph Hasslacher; Giacomo Vespasiani; Steven Edelman
Journal:  J Diabetes Sci Technol       Date:  2019-01-15

5.  Glucose meters with built-in automated bolus calculator: gadget or real value for insulin-treated diabetic patients?

Authors:  Ides M Colin; Isabelle Paris
Journal:  Diabetes Ther       Date:  2012-12-19       Impact factor: 2.945

6.  Clinical utility of insulin and insulin analogs.

Authors:  Ahter D Sanlioglu; Hasan Ali Altunbas; Mustafa Kemal Balci; Thomas S Griffith; Salih Sanlioglu
Journal:  Islets       Date:  2013-03-01       Impact factor: 2.694

Review 7.  App-Based Insulin Calculators: Current and Future State.

Authors:  Leslie Eiland; Meghan McLarney; Thiyagarajan Thangavelu; Andjela Drincic
Journal:  Curr Diab Rep       Date:  2018-10-04       Impact factor: 4.810

8.  A novel approach to optimise glycaemic control in insulin users.

Authors:  Eran Bashan; Roy Harper; Yixi Bi; Israel Hodish
Journal:  BMJ Case Rep       Date:  2015-07-31

Review 9.  Common standards of basal insulin titration in type 2 diabetes.

Authors:  Sabine Arnolds; Tim Heise; Frank Flacke; Jochen Sieber
Journal:  J Diabetes Sci Technol       Date:  2013-05-01

10.  The Mobile Insulin Titration Intervention (MITI) for Insulin Adjustment in an Urban, Low-Income Population: Randomized Controlled Trial.

Authors:  Natalie Levy; Victoria Moynihan; Annielyn Nilo; Karyn Singer; Lidia S Bernik; Mary-Ann Etiebet; Yixin Fang; James Cho; Sundar Natarajan
Journal:  J Med Internet Res       Date:  2015-07-17       Impact factor: 5.428

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