Department of Pharmaceutical Outcomes and Policy, University of Florida College of Pharmacy, Gainesville, FL, 32606, USA.
Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Alzheimers Res Ther. 2024 Sep 18;16(1):206. doi: 10.1186/s13195-024-01569-7.
Previous research on the risk of dementia associated with education attainment, smoking status, and alcohol use disorder (AUD) has yielded inconsistent results, indicating potential heterogeneous treatment effects (HTEs) of these factors on dementia risk. Thus, this study aimed to identify the important variables that may contribute to HTEs of these factors in older adults.
Using 2005-2021 data from the National Alzheimer's Coordinating Center (NACC), we included older adults (≥ 65 years) with normal cognition at the first visit. The exposure of interest included college education or above, current smoking, and AUD and the outcome was all-cause dementia. We applied doubly robust learning to estimate risk differences (RD) and 95% confidence intervals (CI) between exposed and unexposed groups in the overall cohort and subgroups identified through a decision tree model.
Of 10,062 participants included, 929 developed all-cause dementia over a median 4.4-year follow-up. College education or above was associated with a lower risk of all-cause dementia in the overall population (RD, -1.5%; 95%CI, -2.8 to -0.3), especially among the subpopulations without hypertension, regardless of the APOE4 status. Current smoking was not related to increased dementia risk overall (2.8%; -1.5 to 7.2) but was significantly associated with increased dementia risk among men with (21.1%, 3.1 to 39.1) and without (8.4%, 0.9 to 15.8) cerebrovascular disease. AUD was not related to increased dementia risk overall (2.0%; -7.7 to 11.7) but was significantly associated with increased dementia risk among men with neuropsychiatric disorders (31.5%; 7.4 to 55.7).
Our studies identified important factors contributing to HTEs of education, smoking, and AUD on risk of all-cause dementia, suggesting an individualized approach is needed to address dementia disparities.
先前关于教育程度、吸烟状况和酒精使用障碍(AUD)与痴呆风险之间关联的研究结果不一致,表明这些因素对痴呆风险的治疗效果存在潜在的异质性。因此,本研究旨在确定可能导致这些因素对痴呆风险的异质性治疗效果的重要变量。
我们使用国家阿尔茨海默病协调中心(NACC)2005 年至 2021 年的数据,纳入了首次就诊时认知正常的老年人(≥65 岁)。感兴趣的暴露因素包括大学及以上学历、当前吸烟和 AUD,结局为全因痴呆。我们应用双重稳健学习来估计暴露组和未暴露组在总队列和通过决策树模型确定的亚组中的风险差异(RD)和 95%置信区间(CI)。
在纳入的 10062 名参与者中,有 929 人在中位 4.4 年的随访期间发生了全因痴呆。在总体人群中,大学及以上学历与全因痴呆风险降低相关(RD,-1.5%;95%CI,-2.8 至-0.3),尤其是在无高血压的亚组中,无论 APOE4 状态如何。当前吸烟与总体痴呆风险增加无关(2.8%;-1.5 至 7.2),但与有(21.1%,3.1 至 39.1)和无(8.4%,0.9 至 15.8)脑血管疾病的男性中痴呆风险增加显著相关。AUD 与总体痴呆风险增加无关(2.0%;-7.7 至 11.7),但与有神经精神障碍的男性中痴呆风险增加显著相关(31.5%,7.4 至 55.7)。
我们的研究确定了导致教育、吸烟和 AUD 对全因痴呆风险的异质性治疗效果的重要因素,表明需要采取个体化方法来解决痴呆的差异问题。