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
  • [41] Insulin requirement profiles in Japanese hospitalized subjects with type 2 diabetes treated with basal-bolus insulin therapy
    Shimoda, Seiya
    Okubo, Mina
    Koga, Kotaro
    Sekigami, Taiji
    Kawashima, Junji
    Kukidome, Daisuke
    Igata, Motoyuki
    Ishii, Norio
    Shimakawa, Akiko
    Matsumura, Takeshi
    Motoshima, Hiroyuki
    Furukawa, Noboru
    Nishida, Kenro
    Araki, Eiichi
    ENDOCRINE JOURNAL, 2015, 62 (02) : 209 - 216
  • [42] Italian experience trial for the implementation of insulin glargine in basal-bolus regimen in patients with type 1 diabetes
    Brunetti, P.
    Muggeo, M.
    Cattin, L.
    Arcangeli, A.
    Pozzilli, P.
    Provenzano, V.
    Francesconi, A.
    Calatola, P.
    Santeusanio, F.
    DIABETOLOGIA, 2007, 50 : S394 - S394
  • [43] Efficacy and Safety of a Basal-Bolus Regimen of Basal Insulin Plus Insulin Glulisine in Patients With Type 2 Diabetes: A Pooled Analysis of 5 Clinical Trials
    Dailey, George
    Lin, Jay
    Wang, Edward
    DIABETES, 2012, 61 : A284 - A284
  • [44] Introduction of insulin glargine to basal-bolus therapy improves metabolic control in patients with type 1 diabetes in everyday clinical practice
    Donaubauer, B
    Schneider, K
    Schweitzer, MA
    DIABETES, 2005, 54 : A518 - A518
  • [45] Introduction of insulin glargine to basal-bolus therapy improves metabolic control in patients with type 1 diabetes in everyday clinical practice
    Donaubauer, B
    Schneider, K
    Schweitzer, MA
    DIABETOLOGIA, 2005, 48 : A329 - A329
  • [46] Comparison of twice-daily injection of biphasic insulin Lispro and basal-bolus therapy in insulin naive patients with type 2 diabetes
    Yamada, Satoru
    Masuda, Haruka
    Kitaoka, Akira
    Shiono, Kaoru
    Atsuda, Koichiro
    Irie, Junichiro
    Shimada, Akira
    DIABETES, 2007, 56 : A537 - A538
  • [47] Comparison of insulin detemir and insulin glargine using a basal-bolus regimen in a randomized, controlled clinical study in patients with type 2 diabetes
    Raskin, Philip
    Gylvin, Titus
    Weng, Wayne
    Chaykin, Louis
    DIABETES-METABOLISM RESEARCH AND REVIEWS, 2009, 25 (06) : 542 - 548
  • [48] An Indirect Comparison of Basal Insulin Plus Once-Weekly Semaglutide and Fully Optimised Basal-Bolus Insulin in Type 2 Diabetes
    Lingvay, Ildiko
    Catarig, Andrei-Mircea
    Lawson, Jack
    Chubb, Barrie
    Gorst-Rasmussen, Anders
    Evans, Lyndon Marc
    DIABETES THERAPY, 2023, 14 (01) : 123 - 137
  • [49] USE OF INSULIN-BOLUS CALCULATOR FREE STYLE INSULINX® IN DIABETES TYPE-1 PATIENTS TREATED WITH BASAL-BOLUS INSULIN REGIMEN
    Delgado, E.
    Tejera, C.
    Bellido, D.
    Morales, F.
    Porca, C.
    Diaz Perez De Madrid, Jose
    DIABETES TECHNOLOGY & THERAPEUTICS, 2015, 17 : A74 - A74
  • [50] Glycaemic control and hypoglycaemia burden in patients with type 2 diabetes initiating basal insulin in Europe
    Mauricio, D.
    Liao, L.
    Wang, H.
    Cali, A.
    Stella, P.
    Carita, P.
    Khunti, K.
    DIABETOLOGIA, 2015, 58 : S464 - S465