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动脉粥样硬化性心血管疾病中的多重疾病及其与不良心血管事件和医疗费用的关联:一项真实世界证据研究。

Multimorbidity in Atherosclerotic Cardiovascular Disease and Its Associations With Adverse Cardiovascular Events and Healthcare Costs: A Real-World Evidence Study.

作者信息

Dai Dingwei, Fernandes Joaquim, Sun Xiaowu, Lupton Laura, Payne Vaughn W, Berk Alexandra

机构信息

CVS Health, Woonsocket, Rhode Island, USA.

出版信息

J Health Econ Outcomes Res. 2024 Mar 22;11(1):75-85. doi: 10.36469/001c.94710. eCollection 2024.

Abstract

Atherosclerotic cardiovascular disease (ASCVD) remains the leading cause of mortality and disability in the United States and worldwide. To assess the multimorbidity burden and its associations with adverse cardiovascular events (ACE) and healthcare costs among patients with ASCVD. This is a retrospective observational cohort study using Aetna claims database. Patients with ASCVD were identified during the study period (1/1/2018-10/31/2021). The earliest ASCVD diagnosis date was identified as the index date. Qualified patients were ≥18 years of age and had ≥12 months of health plan enrollment before and after the index date. Comorbid conditions were assessed using all data available within 12 months prior to and including the index date. Association rule mining was applied to identify comorbid condition combinations. ACEs and healthcare costs were assessed using all data within 12 months after the index date. Multivariable generalized linear models were performed to examine the associations between multimorbidity and ACEs and healthcare costs. Of 223 923 patients with ASCVD (mean [SD] age, 73.6 [10.7] years; 42.2% female), 98.5% had ≥2, and 80.2% had ≥5 comorbid conditions. The most common comorbid condition dyad was hypertension-hyperlipidemia (78.7%). The most common triad was hypertension-hyperlipidemia-pain disorders (61.1%). The most common quartet was hypertension-hyperlipidemia-pain disorders-diabetes (30.2%). The most common quintet was hypertension-hyperlipidemia-pain disorders-diabetes-obesity (16%). The most common sextet was hypertension-hyperlipidemia-pain disorders-diabetes-obesity-osteoarthritis (7.6%). The mean [SD] number of comorbid conditions was 7.1 [3.2]. The multimorbidity burden tended to increase in older age groups and was comparatively higher in females and in those with higher social vulnerability. The increased number of comorbid conditions was significantly associated with increased ACEs and increased healthcare costs. Extremely prevalent multimorbidity should be considered in the context of clinical decision-making to optimize secondary prevention of ASCVD. Multimorbidity was extremely prevalent among patients with ASCVD. Multimorbidity patterns varied considerably across ASCVD patients and by age, gender, and social vulnerability status. Multimorbidity was strongly associated with ACEs and healthcare costs.

摘要

动脉粥样硬化性心血管疾病(ASCVD)仍然是美国乃至全球死亡和残疾的主要原因。本研究旨在评估ASCVD患者的共病负担及其与不良心血管事件(ACE)和医疗费用的关联。这是一项使用安泰保险理赔数据库的回顾性观察队列研究。在研究期间(2018年1月1日至2021年10月31日)确定了ASCVD患者。最早的ASCVD诊断日期被确定为索引日期。符合条件的患者年龄≥18岁,且在索引日期前后有≥12个月的健康计划参保记录。使用索引日期之前及包括索引日期在内的12个月内的所有可用数据评估共病情况。应用关联规则挖掘来识别共病组合。使用索引日期之后12个月内的所有数据评估ACE和医疗费用。进行多变量广义线性模型以检验共病与ACE和医疗费用之间的关联。在223923例ASCVD患者中(平均[标准差]年龄为73.6[10.7]岁;42.2%为女性),98.5%的患者有≥2种共病,80.2%的患者有≥5种共病。最常见的共病二元组是高血压-高脂血症(78.7%)。最常见的三元组是高血压-高脂血症-疼痛障碍(61.1%)。最常见的四重组是高血压-高脂血症-疼痛障碍-糖尿病(30.2%)。最常见的五重组是高血压-高脂血症-疼痛障碍-糖尿病-肥胖(16%)。最常见的六重组是高血压-高脂血症-疼痛障碍-糖尿病-肥胖-骨关节炎(7.6%)。共病的平均[标准差]数量为7.1[3.2]。共病负担在老年人群中趋于增加,在女性和社会脆弱性较高的人群中相对较高。共病数量的增加与ACE增加和医疗费用增加显著相关。在临床决策过程中应考虑极其普遍的共病情况,以优化ASCVD的二级预防。共病在ASCVD患者中极其普遍。共病模式在ASCVD患者中因年龄、性别和社会脆弱性状况而有很大差异。共病与ACE和医疗费用密切相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4530/10961141/2b18c32f5031/jheor_2024_11_1_94710_220260.jpg

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