Can a Tool That Automates Insulin Titration Be a Key to Diabetes Management?

被引:20
作者
Bergenstal, Richard M. [2 ]
Bashan, Eran [1 ]
McShane, Margaret [1 ]
Johnson, Mary [2 ]
Hodish, Israel [1 ,3 ]
机构
[1] Hygieia Inc, Ann Arbor, MI 48104 USA
[2] Int Diabet Ctr Pk Nicollet, Minneapolis, MN USA
[3] Univ Michigan, Med Ctr, Div Metab Endocrinol & Diabet, Dept Internal Med, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
TYPE-1; HYPOGLYCEMIA; THERAPY; ADJUSTMENT; INITIATION; FREQUENCY; ALGORITHM; ADULTS;
D O I
10.1089/dia.2011.0303
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 (TM)) (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.
引用
收藏
页码:675 / 682
页数:8
相关论文
共 25 条
  • [11] Risk of hypoglycaemia in types 1 and 2 diabetes: effects of treatment modalities and their duration
    Heller, S. R.
    Choudhary, P.
    Davies, C.
    Emery, C.
    Campbell, M. J.
    Freeman, J.
    Amiel, S. A.
    Malik, R.
    Frier, B. M.
    Allen, K. V.
    Zammitt, N. N.
    Macleod, K.
    Lonnen, K. F.
    Kerr, D.
    Richardson, T.
    Hunter, S.
    Mclaughlin, D.
    [J]. DIABETOLOGIA, 2007, 50 (06) : 1140 - 1147
  • [12] A clinical trial of continuous subcutaneous insulin infusion versus multiple daily injections in older adults with type 2 diabetes
    Herman, WH
    Ilag, LL
    Johnson, SL
    Martin, CL
    Sinding, J
    Al Harthi, A
    Plunkett, CD
    LaPorte, FB
    Burke, R
    Brown, MB
    Halter, JB
    Raskin, P
    [J]. DIABETES CARE, 2005, 28 (07) : 1568 - 1573
  • [13] Holman RR, 2010, NEW ENGL J MED, V363, P2078
  • [14] Manual closed-loop insulin delivery in children and adolescents with type 1 diabetes: a phase 2 randomised crossover trial
    Hovorka, Roman
    Allen, Janet M.
    Elleri, Daniela
    Chassin, Ludovic J.
    Harris, Julie
    Xing, Dongyuan
    Kollman, Craig
    Hovorka, Tomas
    Larsen, Anne Mette F.
    Nodale, Marianna
    De Palma, Alessandro
    Wilinska, Malgorzata E.
    Acerini, Carlo L.
    Dunger, David B.
    [J]. LANCET, 2010, 375 (9716) : 743 - 751
  • [15] CORRELATION OF GLUCOSE REGULATION AND HEMOGLOBIN-A-IC IN DIABETES-MELLITUS
    KOENIG, RJ
    PETERSON, CM
    JONES, RL
    SAUDEK, C
    LEHRMAN, M
    CERAMI, A
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 1976, 295 (08) : 417 - 425
  • [16] Glycemic control from 1988 to 2000 among U.S adults diagnosed with type 2 diabetes - A preliminary report
    Koro, CE
    Boialin, SJ
    Bourgeois, N
    Fedder, DO
    [J]. DIABETES CARE, 2004, 27 (01) : 17 - 20
  • [17] Can We Really Close the Loop and How Soon? Accelerating the Availability of an Artificial Pancreas: A Roadmap to Better Diabetes Outcomes
    Kowalski, Aaron J.
    [J]. DIABETES TECHNOLOGY & THERAPEUTICS, 2009, 11 : S113 - S119
  • [18] Frequency of severe hypoglycemia requiring emergency treatment in type 1 and type 2 diabetes - A population-based study of health service resource use
    Leese, GP
    Wang, JX
    Broomhall, J
    Kelly, P
    Marsden, A
    Morrison, W
    Frier, BM
    Morris, AD
    [J]. DIABETES CARE, 2003, 26 (04) : 1176 - 1180
  • [19] Medical Management of Hyperglycemia in Type 2 Diabetes: A Consensus Algorithm for the Initiation and Adjustment of Therapy A consensus statement of the American Diabetes Association and the European Association for the Study of Diabetes
    Nathan, David M.
    Buse, John B.
    Davidson, Mayer B.
    Ferrannini, Ele
    Holman, Rury R.
    Sherwin, Robert
    Zinman, Bernard
    [J]. DIABETES CARE, 2009, 32 (01) : 193 - 203
  • [20] A1c Control in a Primary Care Setting: Self-titrating an Insulin Analog Pre-mix (INITIATEplus Trial)
    Oyer, David S.
    Shepherd, Mark D.
    Coulter, Franklin C.
    Bhargava, Anuj
    Brett, Jason
    Chu, Pei-Ling
    Trippe, Bruce S.
    [J]. AMERICAN JOURNAL OF MEDICINE, 2009, 122 (11) : 1043 - 1049