Target Trial Emulation Using Cohort Studies: Estimating the Effect of Antihypertensive Medication Initiation on Incident Dementia

医学 痴呆 混淆 置信区间 内科学 队列研究 队列 倾向得分匹配 随机对照试验 观察研究 临床试验 物理疗法 疾病
作者
Erin Bennett,Chelsea Liu,Emma K. Stapp,Kan Z. Gianattasio,Scott C. Zimmerman,Jingkai Wei,Michael Griswold,Annette L. Fitzpatrick,Rebecca F. Gottesman,Lenore J. Launer,B. Gwen Windham,Deborah A. Levine,Alison E. Fohner,M. Maria Glymour,Melinda C. Power
出处
期刊:Epidemiology [Ovid Technologies (Wolters Kluwer)]
卷期号:36 (1): 48-59
标识
DOI:10.1097/ede.0000000000001802
摘要

Background: Observational studies link high midlife systolic blood pressure to increased dementia risk. However, the synthesis of evidence from randomized controlled trials has not definitively demonstrated that antihypertensive medication use reduces dementia risk. Here, we emulate target trials of antihypertensive medication initiation on incident dementia using three cohort studies, with attention to potential violations of necessary assumptions. Methods: We emulated trials of antihypertensive medication initiation on incident dementia using data from the Atherosclerosis Risk in Communities study, Cardiovascular Health Study, and Health and Retirement Study. We used data-driven methods to restrict participants to initiators and noninitiators with overlap in propensity scores and positive control outcomes to look for violations of positivity and exchangeability assumptions. Results: Analyses were limited by the small number of cohort participants who met eligibility criteria. Associations between antihypertensive medication initiation and incident dementia were inconsistent and imprecise (Atherosclerosis Risk in Communities: HR = 0.30 [0.05, 1.93]; Cardiovascular Health Study: HR = 0.66 [0.27, 1.64]; Health and Retirement Study: HR = 1.09 [0.75, 1.59]). More stringent propensity score restrictions had little effect on findings. Sensitivity analyses using a positive control outcome unexpectedly suggested antihypertensive medication initiation increased the risk of coronary heart disease in all three samples. Conclusions: Positive control outcome analyses suggested substantial residual confounding in effect estimates from our target trials, precluding conclusions about the impact of antihypertensive medication initiation on dementia risk through target trial emulation. Formalized processes for identifying violations of necessary assumptions will strengthen confidence in target trial emulation and avoid inappropriate confidence in emulated trial results.
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