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抗精神病药物与死亡率:调整死亡率风险评分以解决终末期疾病导致的混杂问题。

Antipsychotics and mortality: adjusting for mortality risk scores to address confounding by terminal illness.

作者信息

Park Yoonyoung, Franklin Jessica M, Schneeweiss Sebastian, Levin Raisa, Crystal Stephen, Gerhard Tobias, Huybrechts Krista F

机构信息

Department of Epidemiology, School of Public Health, Harvard University, Boston, Massachusetts; Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, School of Medicine, Harvard University, Boston, Massachusetts.

出版信息

J Am Geriatr Soc. 2015 Mar;63(3):516-23. doi: 10.1111/jgs.13326. Epub 2015 Mar 6.

Abstract

OBJECTIVES

To determine whether adjustment for prognostic indices specifically developed for nursing home (NH) populations affect the magnitude of previously observed associations between mortality and conventional and atypical antipsychotics.

DESIGN

Cohort study.

SETTING

A merged data set of Medicaid, Medicare, Minimum Data Set (MDS), Online Survey Certification and Reporting system, and National Death Index for 2001 to 2005.

PARTICIPANTS

Dual-eligible individuals aged 65 and older who initiated antipsychotic treatment in a NH (N=75,445).

MEASUREMENTS

Three mortality risk scores (Mortality Risk Index Score, Revised MDS Mortality Risk Index, Advanced Dementia Prognostic Tool) were derived for each participant using baseline MDS data, and their performance was assessed using c-statistics and goodness-of-fit tests. The effect of adjusting for these indices in addition to propensity scores (PSs) on the association between antipsychotic medication and mortality was evaluated using Cox models with and without adjustment for risk scores.

RESULTS

Each risk score showed moderate discrimination for 6-month mortality, with c-statistics ranging from 0.61 to 0.63. There was no evidence of lack of fit. Imbalances in risk scores between conventional and atypical antipsychotic users, suggesting potential confounding, were much lower within PS deciles than the imbalances in the full cohort. Accounting for each score in the Cox model did not change the relative risk estimates: 2.24 with PS-only adjustment versus 2.20, 2.20, and 2.22 after further adjustment for the three risk scores.

CONCLUSION

Although causality cannot be proven based on nonrandomized studies, this study adds to the body of evidence rejecting explanations other than causality for the greater mortality risk associated with conventional antipsychotics than with atypical antipsychotics.

摘要

目的

确定针对疗养院(NH)人群专门制定的预后指标调整是否会影响先前观察到的死亡率与传统及非典型抗精神病药物之间关联的强度。

设计

队列研究。

背景

2001年至2005年医疗补助、医疗保险、最低数据集(MDS)、在线调查认证与报告系统以及国家死亡指数的合并数据集。

参与者

65岁及以上在NH开始抗精神病药物治疗的双重资格个体(N = 75,445)。

测量

使用基线MDS数据为每位参与者得出三个死亡风险评分(死亡风险指数评分、修订的MDS死亡风险指数、晚期痴呆预后工具),并使用c统计量和拟合优度检验评估其性能。使用有和没有风险评分调整的Cox模型评估除倾向得分(PS)外对这些指标进行调整对抗精神病药物与死亡率之间关联的影响。

结果

每个风险评分对6个月死亡率均显示出中等区分度,c统计量范围为0.61至0.63。没有拟合不足的证据。传统和非典型抗精神病药物使用者之间风险评分的不平衡表明存在潜在混杂因素,在PS十分位数内比整个队列中的不平衡要低得多。在Cox模型中考虑每个评分并没有改变相对风险估计值:仅PS调整时为2.24,在进一步调整三个风险评分后分别为2.20、2.20和2.22。

结论

尽管基于非随机研究无法证明因果关系,但本研究增加了证据,排除了传统抗精神病药物比非典型抗精神病药物具有更高死亡风险的其他原因,支持因果关系的解释。

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