Eric L Stulberg, Alen Delic, Alexander R Zheutlin, Benjamin A Steinberg, Shadi Yaghi, Richa Sharma, Adam de Havenon
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HRQoL was measured at every time point using a self-reported ordinal 5-point Likert-scale (lower score and lower odds ratio represents better health-related quality of life). Static and time-varying covariates were ascertained throughout the study period. Confounder-adjusted generalized mixed model and generalized estimating equation regressions were used to demonstrate traditional association estimates between anticoagulation and HRQoL. Inverse probability of treatment and censorship weights were used to ascertain the influence of time-varying confounding and selection bias. Age-stratified analysis (age ≥ 70 years) evaluated for effect modification. 656 individuals were included in the analysis, 601 on warfarin at baseline. The association of warfarin use with better HRQoL over time strengthened when accounting for time-varying confounding and selection bias (OR 0.30, 95% CI 0.14-0.55) compared to traditional analyses (OR 0.61, 95% CI 0.38-0.97), and was most pronounced in those ≥ 70 years upon stratified analysis. Anticoagulation is associated with higher HRQoL in patients with atrial fibrillation, with time-varying confounding and selection bias likely influencing longitudinal estimates in anticoagulation-HRQoL research.</p>","PeriodicalId":10474,"journal":{"name":"Clinical Research in Cardiology","volume":null,"pages":null},"PeriodicalIF":3.8000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Modelling anticoagulation and health-related quality of life in those with atrial fibrillation: a secondary analysis of AFFIRM.\",\"authors\":\"Eric L Stulberg, Alen Delic, Alexander R Zheutlin, Benjamin A Steinberg, Shadi Yaghi, Richa Sharma, Adam de Havenon\",\"doi\":\"10.1007/s00392-023-02335-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Associations of anticoagulation with primary endpoints in longitudinal studies are impacted by selection bias and time-varying covariates (e.g. comorbidities). 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引用次数: 0
摘要
纵向研究中抗凝与主要终点的关联受到选择偏差和时变协变量(如合并症)的影响。我们展示了时变协变量和选择偏倚如何影响心房颤动患者抗凝和健康相关生活质量(HRQoL)之间的关联估计。我们对心房颤动节律管理随访调查试验生活质量亚研究进行了二次分析。在研究基线、2个月后和每年分别确定华法林的使用情况,最长可达6年。在每个时间点使用自我报告的顺序5分李克特量表测量HRQoL(较低的分数和较低的优势比表示较好的健康相关生活质量)。在整个研究期间确定了静态和时变协变量。使用混杂校正广义混合模型和广义估计方程回归来证明抗凝治疗和HRQoL之间的传统关联估计。利用处理权和审查权的逆概率来确定时变混杂和选择偏差的影响。年龄分层分析(年龄≥70岁)评估效果修改。656人被纳入分析,601人在基线时使用华法林。与传统分析(OR 0.61, 95% CI 0.38-0.97)相比,考虑时变混杂和选择偏差(OR 0.30, 95% CI 0.14-0.55)时,华法林使用与较好的HRQoL随着时间的推移的相关性得到加强,分层分析时,这种相关性在≥70岁的人群中最为明显。抗凝与房颤患者较高的HRQoL相关,时变混杂和选择偏差可能影响抗凝-HRQoL研究的纵向估计。
Modelling anticoagulation and health-related quality of life in those with atrial fibrillation: a secondary analysis of AFFIRM.
Associations of anticoagulation with primary endpoints in longitudinal studies are impacted by selection bias and time-varying covariates (e.g. comorbidities). We demonstrate how time-varying covariates and selection bias influence association estimates between anticoagulation and health-related quality of life (HRQoL) in patients with atrial fibrillation. We performed a secondary analysis of the Atrial Fibrillation Follow-up Investigation of Rhythm Management trial quality of life substudy. Dichotomized warfarin use was ascertained at the study baseline, 2 months later, and annually for up to 6 years. HRQoL was measured at every time point using a self-reported ordinal 5-point Likert-scale (lower score and lower odds ratio represents better health-related quality of life). Static and time-varying covariates were ascertained throughout the study period. Confounder-adjusted generalized mixed model and generalized estimating equation regressions were used to demonstrate traditional association estimates between anticoagulation and HRQoL. Inverse probability of treatment and censorship weights were used to ascertain the influence of time-varying confounding and selection bias. Age-stratified analysis (age ≥ 70 years) evaluated for effect modification. 656 individuals were included in the analysis, 601 on warfarin at baseline. The association of warfarin use with better HRQoL over time strengthened when accounting for time-varying confounding and selection bias (OR 0.30, 95% CI 0.14-0.55) compared to traditional analyses (OR 0.61, 95% CI 0.38-0.97), and was most pronounced in those ≥ 70 years upon stratified analysis. Anticoagulation is associated with higher HRQoL in patients with atrial fibrillation, with time-varying confounding and selection bias likely influencing longitudinal estimates in anticoagulation-HRQoL research.
期刊介绍:
Clinical Research in Cardiology is an international journal for clinical cardiovascular research. It provides a forum for original and review articles as well as critical perspective articles. Articles are only accepted if they meet stringent scientific standards and have undergone peer review. The journal regularly receives articles from the field of clinical cardiology, angiology, as well as heart and vascular surgery.
As the official journal of the German Cardiac Society, it gives a current and competent survey on the diagnosis and therapy of heart and vascular diseases.