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
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