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新诊断心房颤动患者口服抗凝治疗依从性的潜在类别。

Latent Classes of Adherence to Oral Anticoagulation Therapy Among Patients With a New Diagnosis of Atrial Fibrillation.

机构信息

Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania.

Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, Pittsburgh, Pennsylvania.

出版信息

JAMA Netw Open. 2020 Feb 5;3(2):e1921357. doi: 10.1001/jamanetworkopen.2019.21357.

Abstract

IMPORTANCE

Less than half of US patients with a diagnosis of atrial fibrillation (AF) receive oral anticoagulation.

OBJECTIVES

To identify patients with similar patterns of adherence to regimens of warfarin and direct oral anticoagulants (DOACs) in the first year after AF diagnosis and to evaluate associations between patient characteristics and membership in latent classes of adherence.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study used 2013 to 2016 Medicare claims data to identify 7491 patients with a new diagnosis of AF in 2014 to 2015 who initiated warfarin after AF diagnosis and 9478 patients with a new diagnosis of AF in 2014 to 2015 who initiated DOAC treatment after AF diagnosis, for a total of 16 969 Medicare beneficiaries. Participants were followed up for 12 months after AF diagnosis. Statistical analysis was performed from February 1 to November 30, 2018.

EXPOSURES

Treatment with warfarin or DOAC after AF diagnosis.

MAIN OUTCOMES AND MEASURES

The main outcome was the proportion of days that patients received warfarin or DOAC, measured in 30-day intervals after AF diagnosis. Independent variables included patient demographic characteristics, socioeconomic status, region of residence, and clinical characteristics. Latent class mixed models were used to identify latent classes of warfarin and DOAC adherence, and polytomous logistic regression was used to assess the association between patient characteristics and membership in each latent class.

RESULTS

Among the 7491 patients receiving warfarin (4348 women), the mean (SD) age was 76.0 (10.0) years; among the 9478 patients receiving DOAC (5496 women), the mean (SD) age was 77.0 (8.5) years. Four latent classes of patients were identified based on warfarin adherence: late initiators (980 [13%]), early initiators who discontinued therapy at months 1 to 3 (1297 [17%]) or at months 5 to 10 (735 [10%]), and continuously adherent patients (4479 [60%]). Four latent classes of patients were also identified based on DOAC adherence: patients who initiated DOAC in months 1 to 5 (1368 [14%]) or months 6 to 11 (800 [8%]), patients with suboptimal and decreasing adherence (2267 [24%]), and continuously adherent patients (5043 [53%]). Membership in latent classes of warfarin adherence was significantly associated with sex, eligibility for Medicaid and income subsidy, region of residence, CHA2DS2-VASc (cardiac failure or dysfunction, hypertension, age 65-74 [1 point] or ≥75 years [2 points], diabetes, and stroke, transient ischemic attack or thromboembolism [2 points]-vascular disease, and sex category [female]) risk score, and HAS-BLED (hypertension, abnormal renal and liver function, stroke, bleeding, labile international normalized ratio, elderly, and drugs or alcohol) score. Membership in latent classes of DOAC adherence was significantly associated with race/ethnicity, region of residence, HAS-BLED score, and use of antiarrhythmic medications.

CONCLUSIONS AND RELEVANCE

This study found that, among patients who initiated anticoagulation therapy, 40% of those who initiated warfarin therapy and 47% of those who initiated DOAC treatment did not continuously adhere to therapy in the first year after AF diagnosis. Identifying longitudinal patterns of warfarin and DOAC adherence and the factors associated with them provides suggestions for the design of targeted strategies to mitigate suboptimal oral anticoagulation use.

摘要

重要性

在美国被诊断为心房颤动 (AF) 的患者中,不到一半的患者接受口服抗凝治疗。

目的

确定在 AF 诊断后第一年使用华法林和直接口服抗凝剂 (DOAC) 方案具有相似的依从模式的患者,并评估患者特征与依从性潜在类别之间的关联。

设计、地点和参与者:这项回顾性队列研究使用了 2013 年至 2016 年的医疗保险索赔数据,确定了 2014 年至 2015 年新诊断为 AF 的 7491 名患者,这些患者在 AF 诊断后开始使用华法林,以及 9478 名在 AF 诊断后开始使用 DOAC 治疗的新诊断为 AF 的患者,共有 16969 名医疗保险受益人。参与者在 AF 诊断后 12 个月内进行了随访。统计分析于 2018 年 2 月 1 日至 11 月 30 日进行。

暴露

AF 诊断后使用华法林或 DOAC。

主要结果和测量

主要结果是患者接受华法林或 DOAC 的天数比例,在 AF 诊断后以 30 天间隔测量。自变量包括患者的人口统计学特征、社会经济地位、居住地区和临床特征。采用潜在类别混合模型确定华法林和 DOAC 依从性的潜在类别,并采用多分类逻辑回归评估患者特征与每个潜在类别的关联。

结果

在接受华法林治疗的 7491 名患者(4348 名女性)中,平均(标准差)年龄为 76.0(10.0)岁;在接受 DOAC 治疗的 9478 名患者(5496 名女性)中,平均(标准差)年龄为 77.0(8.5)岁。根据华法林依从性确定了四个潜在的患者类别:晚期起始者(980 [13%])、在 1 至 3 个月(1297 [17%])或在 5 至 10 个月(735 [10%])时停止治疗的早期起始者,以及持续依从的患者(4479 [60%])。根据 DOAC 依从性也确定了四个潜在的患者类别:在 1 至 5 个月(1368 [14%])或在 6 至 11 个月(800 [8%])开始使用 DOAC 的患者,依从性差且逐渐下降的患者(2267 [24%]),以及持续依从的患者(5043 [53%])。华法林依从性潜在类别中的成员身份与性别、是否有资格享受医疗补助和收入补贴、居住地区、CHA2DS2-VASc(心力衰竭或功能障碍、高血压、年龄 65-74 岁[1 分]或≥75 岁[2 分]、糖尿病和中风、短暂性脑缺血发作或血栓栓塞[2 分]-血管疾病和性别类别[女性])风险评分和 HAS-BLED(高血压、肾功能和肝功能异常、中风、出血、不稳定的国际标准化比值、老年和药物或酒精)评分显著相关。DOAC 依从性潜在类别中的成员身份与种族/民族、居住地区、HAS-BLED 评分和抗心律失常药物的使用显著相关。

结论和相关性

这项研究发现,在开始抗凝治疗的患者中,40%的华法林治疗患者和 47%的 DOAC 治疗患者在 AF 诊断后的第一年没有持续接受治疗。确定华法林和 DOAC 依从性的纵向模式以及与它们相关的因素为设计旨在减轻口服抗凝药物使用不足的靶向策略提供了建议。

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