Challenging the 50-50 rule for the basal-bolus insulin ratio in patients with type 2 diabetes who maintain stable glycaemic control

被引:2
|
作者
Harper, Roy [1 ]
Bashan, Eran [2 ]
Williams, Kevin J. [3 ]
Sritharan, Sajitha [2 ]
Willis, Mark [2 ]
Marriott, Deanna J. [4 ]
Hodish, Israel [2 ,5 ,6 ]
机构
[1] Ulster Hosp, South Eastern Hlth & Social Care Trust, Diabet Ctr, Belfast, North Ireland
[2] Hygieia Inc, Livonia, MI USA
[3] Temple Univ, Lewis Katz Sch Med, Cardiovasc Res Ctr, Philadelphia, PA USA
[4] Univ Michigan, Sch Nursing, Ann Arbor, MI USA
[5] Univ Michigan, Med Ctr, Dept Internal Med, Div Metab Endocrinol & Diabet, Ann Arbor, MI USA
[6] Hygieia Inc, 28803 Eight Mile Rd,Suite 102, Livonia, MI 48108 USA
来源
DIABETES OBESITY & METABOLISM | 2023年 / 25卷 / 02期
关键词
artificial intelligence; basal insulin; bolus insulin; clinical guidelines; insulin therapy; type; 2; diabetes; REQUIREMENTS;
D O I
10.1111/dom.14904
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: For patients using basal-bolus insulin therapy, it is widespread clinical practice to aim for a 50-50 ratio between basal and total daily bolus. However, this practice was based on a small study of individuals without diabetes. To assess the rule in real-world practice, we retrospectively analyzed patients on basal-bolus therapy that was adjusted at least weekly by an artificial intelligence-driven titration within the d-Nav (R) Insulin Management Technology.Materials and methods: We obtained de-identified data from the Diabetes Centre of Ulster Hospital for patients with four inclusion criteria: type 2 Diabetes (T2D), on d-Nav > 6 months, on basal-bolus insulin therapy > 80% of the time (based on insulin analogs), and no gap in data > 3 months.Results:We assembled a cohort of 306 patients, followed by the d-Nav service for 3.4 +/- 1.8 years (mean +/- SD), corresponding to about 180 autonomous insulin dose titrations and about 5000 autonomous individual dose recommendations per patient. After an initial run-in period, mean glycated hemoglobin (HbA1c) values in the cohort were maintained close to 7%. Surprisingly, in just over three-quarters of the cohort, the average basal insulin fraction was < 50%; in half of the cohort average basal insulin fraction < 41.2%; and in one-quarter the basal insulin fraction was < 33.6%. Further, the basal insulin fraction did not remain static over time. In half of the patients, the basal insulin fraction varied by >= 1.9x; and, in 25% of the patients, >= 2.5x.Conclusion: Our data show that a 50-50 ratio of basal-to-bolus insulin does not generally apply to patients with T2D who successfully maintain stable glycemia. Therefore, the 50-50 ratio should not serve as an ongoing treatment guide. Moreover, our results emphasize the importance of at least weekly insulin titrations.
引用
收藏
页码:581 / 585
页数:5
相关论文
共 50 条
  • [21] Continuous glucose monitoring improved glycaemic control in patients with type 1 diabetes during 52 weeks of insulin pump therapy as well as with basal-bolus insulin regimen
    Soupal, J.
    Flekac, M.
    Petruzelkova, L.
    Skrha, J., Jr.
    Skrha, J.
    Prazny, M.
    DIABETOLOGIA, 2015, 58 : S476 - S476
  • [22] Insulin degludec improves glycaemic control with lower nocturnal hypoglycaemia risk than insulin glargine in basal-bolus treatment with mealtime insulin aspart in Type 1 diabetes (BEGIN® Basal-Bolus Type 1): 2-year results of a randomized clinical trial
    Bode, B. W.
    Buse, J. B.
    Fisher, M.
    Garg, S. K.
    Marre, M.
    Merker, L.
    Renard, E.
    Russell-Jones, D. L.
    Hansen, C. T.
    Rana, A.
    Heller, S. R.
    DIABETIC MEDICINE, 2013, 30 (11) : 1293 - 1297
  • [23] Freestyle libre use in people with type 2 diabetes using basal-bolus insulin is associated with improved glycaemic control: A real-world analysis
    Williams, David M.
    Crockett, Elin
    Aye, Su
    Latheef, Muhammed R.
    Chokor, Mahmoud
    Roberts, Richard
    Bain, Stephen C.
    Stephens, Jeffrey W.
    Min, Thinzar
    PRIMARY CARE DIABETES, 2023, 17 (02) : 202 - 203
  • [24] Introduction of insulin glargine to basal-bolus therapy improves metabolic control in patients with type 2 diabetes in everyday clinical practice
    Ruhnau, KJ
    Schneider, K
    Schweitzer, MA
    DIABETES, 2005, 54 : A518 - A518
  • [25] Introduction of insulin glargine to basal-bolus therapy improves metabolic control in patients with type 2 diabetes in everyday clinical practice
    Ruhnau, KJ
    Schneider, K
    Schweitzer, MA
    DIABETOLOGIA, 2005, 48 : A303 - A303
  • [26] Diabetes Management and Healthcare Resource Use When Intensifying from Basal Insulin to Basal-Bolus: A Survey of Type 2 Diabetes Patients
    Kathryn M. Pfeiffer
    Amaury Basse
    Xin Ying Lee
    Laura Tesler Waldman
    Diabetes Therapy, 2018, 9 : 1931 - 1944
  • [27] Diabetes Management and Healthcare Resource Use When Intensifying from Basal Insulin to Basal-Bolus: A Survey of Type 2 Diabetes Patients
    Pfeiffer, Kathryn M.
    Basse, Amaury
    Lee, Xin Ying
    Waldman, Laura Tesler
    DIABETES THERAPY, 2018, 9 (05) : 1931 - 1944
  • [28] The relationships between glucose variability and renal function in type 2 diabetes patients on basal-bolus insulin therapy
    Klimontov, V. V.
    Myakina, N. E.
    DIABETES MELLITUS, 2015, 18 (04): : 66 - 71
  • [29] Structured Basal-Bolus Insulin Injection in Hospitalized Patients with Type 2 Diabetes: Tertiary Teaching Hospital Experience
    Moon, Sun Joon
    Jang, Han Na
    Yang, Ye Seul
    Kwak, Soo Heon
    Jung, Hye Seung
    Park, Kyong Soo
    Cho, Young Min
    DIABETES, 2020, 69
  • [30] Basal-bolus insulin therapy in Type 1 diabetes: comparative study of pre-meal administration of a fixed mixture of insulin lispro (50%) and neutral protamine lispro (50%) with human soluble insulin
    Herz, M
    Arora, V
    Sun, B
    Ferguson, SC
    Bolli, GB
    Frier, BM
    DIABETIC MEDICINE, 2002, 19 (11) : 917 - 923