Wu Jianmin, Morrison Fritha, Zhao Zhenxiang, Haynes Ginger, He Xuanyao, Ali Ayad K, Shubina Maria, Malmasi Shervin, Ge Wendong, Peng Xiaomei, Turchin Alexander
Eli Lilly and Company, Indianapolis, IN, USA.
Division of Endocrinology, Brigham and Women's Hospital, 221 Longwood Avenue, Boston, MA, 02115, USA.
Clin Diabetes Endocrinol. 2021 Jan 5;7(1):1. doi: 10.1186/s40842-020-00115-2.
Evidence suggests that insulin therapy of patients with type 2 diabetes mellitus (T2DM) is frequently discontinued. However, the reasons for discontinuing insulin and factors associated with insulin discontinuation in this patient population are not well understood.
We conducted a retrospective cohort study of adults with T2DM prescribed insulin between 2010 and 2017 at Partners HealthCare. Reasons for discontinuing insulin and factors associated with insulin discontinuation were studied using electronic medical records (EMR) data. Natural language processing (NLP) was applied to identify reasons from unstructured clinical notes. Factors associated with insulin discontinuation were extracted from structured EMR data and evaluated using multivariable logistic regression.
Among 7009 study patients, 2957 (42.2%) discontinued insulin within 12 months after study entry. Most patients who discontinued insulin (2121 / 71.7%) had reasons for discontinuation documented. The most common reasons were improving blood glucose control (33.2%), achieved weight loss (18.5%) and initiation of non-insulin diabetes medications (16.7%). In multivariable analysis adjusted for demographics and comorbidities, patients were more likely to discontinue either basal or bolus insulin if they were on a basal-bolus regimen (OR 1.6, 95% CI 1.3 to 1.8; p < 0.001) or were being seen by an endocrinologist (OR 2.6; 95% CI 2.2 to 3.0; p < 0.001).
In this large real-world evidence study conducted in an area with a high penetration of health insurance, insulin discontinuation countenanced by healthcare providers was common. In most cases it was linked to achievement of glycemic control, achieved weight loss and initiation of other diabetes medications. Factors associated with and stated reasons for insulin discontinuation were different from those previously described for non-adherence to insulin therapy, identifying it as a distinct clinical phenomenon.
有证据表明,2型糖尿病(T2DM)患者的胰岛素治疗经常中断。然而,该患者群体中胰岛素中断的原因以及与胰岛素中断相关的因素尚不清楚。
我们对2010年至2017年在合作伙伴医疗保健机构接受胰岛素治疗的成年T2DM患者进行了一项回顾性队列研究。使用电子病历(EMR)数据研究胰岛素中断的原因以及与胰岛素中断相关的因素。应用自然语言处理(NLP)从非结构化临床记录中识别原因。从结构化EMR数据中提取与胰岛素中断相关的因素,并使用多变量逻辑回归进行评估。
在7009名研究患者中,2957名(42.2%)在研究入组后12个月内中断了胰岛素治疗。大多数中断胰岛素治疗的患者(2121/71.7%)有中断治疗的记录原因。最常见的原因是血糖控制改善(33.2%)、体重减轻(18.5%)和开始使用非胰岛素糖尿病药物(16.7%)。在对人口统计学和合并症进行调整的多变量分析中,如果患者采用基础-餐时胰岛素治疗方案(比值比1.6,95%置信区间1.3至1.8;p<0.001)或由内分泌科医生诊治(比值比2.6;95%置信区间2.2至3.0;p<0.001),则更有可能中断基础胰岛素或餐时胰岛素治疗。
在这项在医疗保险普及率高的地区进行的大型真实世界证据研究中,医疗保健提供者认可的胰岛素中断情况很常见。在大多数情况下,这与血糖控制的实现、体重减轻以及其他糖尿病药物的开始使用有关。与胰岛素中断相关的因素和所述原因与先前描述的胰岛素治疗不依从的因素不同,将其确定为一种独特的临床现象。