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体重变化对美国 2 型糖尿病患者经济结局的影响:血糖控制之外。

Effect of Weight Change on Economic Outcomes Among Persons with Type 2 Diabetes Mellitus in the United States: Beyond Glycemic Control.

机构信息

1 Real World Insights, Falls Church, Virginia.

2 AMF Consulting, Los Angeles, California.

出版信息

J Manag Care Spec Pharm. 2019 Jun;25(6):658-668. doi: 10.18553/jmcp.2019.18321. Epub 2019 Feb 7.

Abstract

BACKGROUND

Previous studies report weight loss to be associated with significantly lower total health care costs among patients with type 2 diabetes mellitus (T2DM). The effect of weight change on health care costs, independent of glycemic control and after controlling for time-varying covariates among T2DM patients, remains unknown.

OBJECTIVE

To evaluate the effect of weight change, independent of glycemic control, on all-cause and T2DM-related health care resource utilization (HCRU) and costs among T2DM patients in the United States.

METHODS

A retrospective cohort study was conducted using a linked data extract composed of IQVIA's RWI Data Adjudicated Claims-US and Ambulatory Electronic Medical Record data. Adults (aged ≥ 18 years) with T2DM receiving ≥ 1 oral antidiabetic drug (OAD) medication, glucagon-like peptide-1 receptor agonist (GLP-1RA), and/or short- or long-acting insulin between January 1, 2010, and December 31, 2014 were included (the date of the first observed medical claim with a diagnosis code or medication prescription claim was the index date). Baseline characteristics were evaluated in the 6-month pre-index period. Weight loss (3%, 5%, or 7% from baseline) was evaluated over two 6-month periods (months 1-6 and 7-12) following the index date. Covariates included time-varying weight, hemoglobin A1c (A1c), costs, and HCRU within each 6-month period. Outcomes of interest (all-cause and T2DM-related HCRU and costs) were evaluated in the 6-month (months 13-18) and 12-month (months 13-24) periods following the initial 1- to 6-month and 7- to 12-month post-index periods. Structural nested mean models were used to evaluate the effect of weight change on these outcomes, independent of glycemic control.

RESULTS

1,407 patients were included (mean age = 55 years; 55% male), with a mean baseline weight of 102.2 kg (median = 99.7 kg) and a mean baseline A1c of 7.4% (median = 6.9%). In adjusted analysis, weight loss was associated with significantly lower all-cause and T2DM-related annual total health care costs. Compared with those showing no weight change, a 3%, 5%, and 7% weight loss resulted in approximately $500, $800, and $1,100 in savings, respectively, in all-cause annual total health care costs per patient in the year following the weight loss. Similarly, compared with those with no weight change, a 3%, 5%, and 7% weight loss resulted in approximately $200, $300, and $400 in savings, respectively, in T2DM-related annual total health care costs per patient in the following year. Even greater savings (up to ~$2,000 and ~$800 in all-cause and T2DM-related annual costs per patient, respectively) were experienced by those who lost weight compared with those who gained weight.

CONCLUSIONS

After accounting for glycemic control, this study found that weight loss was associated with additional significant reductions in all-cause and T2DM-related annual total health care costs. Understanding the role of weight loss in T2DM may provide useful evidence for decision makers as they evaluate therapy options for T2DM.

DISCLOSURES

This study was funded by Novo Nordisk. Dang-Tan, Smolarz, and Iyer are employees of Novo Nordisk. Karkare and DeKoven (employees of IQVIA) and Fridman (employed by AMF Consulting) were contracted by Novo Nordisk to conduct this study. Fridman also reports personal fees from Shire, GSK, and CSL Behring, outside of the submitted work. Lu, an employee of IQVIA, accessed the database and conducted the statistical analysis for this study.

摘要

背景

先前的研究报告指出,体重减轻与 2 型糖尿病(T2DM)患者的总医疗保健成本显著降低相关。在控制血糖控制和时间变化的协变量后,体重变化对医疗保健成本的影响仍然未知。

目的

评估体重变化对美国 T2DM 患者所有原因和 T2DM 相关医疗资源利用(HCRU)和成本的影响,而不考虑血糖控制。

方法

使用 IQVIA 的 RWI 数据调整索赔-US 和门诊电子病历数据的链接数据提取进行回顾性队列研究。纳入 2010 年 1 月 1 日至 2014 年 12 月 31 日期间接受≥1 种口服抗糖尿病药物(OAD)药物、胰高血糖素样肽-1 受体激动剂(GLP-1RA)和/或短效或长效胰岛素治疗的成年人(年龄≥18 岁)(首次观察到诊断代码或药物处方索赔的日期为索引日期)。在索引前 6 个月评估基线特征。在索引日期后,通过两个 6 个月的时间段(第 1 至 6 个月和第 7 至 12 个月)评估体重减轻(从基线降低 3%、5%或 7%)。协变量包括每个 6 个月期间的体重、糖化血红蛋白(A1c)、成本和 HCRU 的时间变化。在初始 1 至 6 个月和 7 至 12 个月索引后期间的第 6 个月(第 13 至 18 个月)和第 12 个月(第 13 至 24 个月)评估了感兴趣的结局(所有原因和 T2DM 相关的 HCRU 和成本)。结构嵌套均值模型用于评估体重变化对这些结果的影响,而不考虑血糖控制。

结果

纳入了 1407 名患者(平均年龄为 55 岁;55%为男性),平均基线体重为 102.2kg(中位数为 99.7kg),平均基线 A1c 为 7.4%(中位数为 6.9%)。在调整分析中,体重减轻与所有原因和 T2DM 相关的全年度总医疗保健成本显著降低相关。与体重无变化的患者相比,体重减轻 3%、5%和 7%的患者,在体重减轻后的一年中,每人的全年度总医疗保健费用分别节省了约 500 美元、800 美元和 1100 美元。同样,与体重无变化的患者相比,体重减轻 3%、5%和 7%的患者,在接下来的一年中,每人的 T2DM 相关年度总医疗保健费用分别节省了约 200 美元、300 美元和 400 美元。与体重无变化的患者相比,体重减轻的患者还经历了更大的节省(每人每年全因和 T2DM 相关费用分别节省了高达约 2000 美元和 800 美元)。

结论

在考虑血糖控制的情况下,本研究发现体重减轻与全年度总医疗保健成本的额外显著降低相关。了解体重减轻在 T2DM 中的作用可能为决策者提供有用的证据,因为他们评估 T2DM 的治疗方案。

披露

这项研究由诺和诺德资助。Dang-Tan、Smolarz 和 Iyer 是诺和诺德的员工。Karkare 和 DeKoven(IQVIA 的员工)和 Fridman(受雇于 AMF Consulting)受诺和诺德委托进行这项研究。Fridman 还报告了他从 Shire、GSK 和 CSL Behring 获得的个人酬金,与提交的工作无关。Lu,IQVIA 的员工,访问了数据库并为这项研究进行了统计分析。

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