Kaiser Permanente Division of Research, Oakland, CA, USA; Department of Neurology, Rudolf Magnus Institute of Neuroscience, University Medical Centre Utrecht, Utrecht, Netherlands.
Kaiser Permanente Division of Research, Oakland, CA, USA.
Alzheimers Dement. 2014 Sep;10(5):562-70. doi: 10.1016/j.jalz.2013.05.1772. Epub 2013 Sep 10.
The objective of this study was to obtain external validation of the only available midlife dementia risk score cardiovascular risk factors , aging and dementia study (CAIDE) constituting age, education, hypertension, obesity, and hyperlipidemia in a larger, more diverse population. Our second aim was to improve the CAIDE risk score by additional midlife risk factors.
This retrospective cohort study was conducted in an integrated health care delivery system. A total of 9480 Kaiser Permanente members who participated in a health survey study (age range, 40-55 years) from 1964 to 1973 were included in this study. Dementia diagnoses from primary care and medical specialist visits were collected from January 1, 1994 to January 16, 2006, using International Classification of Diseases 9 codes 290.0, 290.1 for "possible dementia," and 331.0 and 290.4 for "specialist confirmed dementia." Risk model prediction and validation were examined with the C statistic, net reclassification improvement, and integrated discrimination improvement. Dementia risk per sum score was calculated with Kaplan-Meier estimates.
A total of 2767 participants (25%) were diagnosed with any type of dementia, of which 1011 diagnoses (10.7%) were specialist-confirmed diagnoses. Average time between midlife examination and end of follow-up was 36.1 years. The CAIDE risk score replicated well with a C statistic of 0.75, quite similar to the original CAIDE C statistic of 0.78. The CAIDE score also predicted well within different race strata. Other midlife risk factors (central obesity, depressed mood, diabetes mellitus, head trauma, lung function, and smoking) did not improve predictability. The risk score allowed stratification of participants into those with 40-year low (9%) and high (29%) dementia risk.
A combination of modifiable vascular risk factors in midlife is highly predictive of the likelihood of dementia decades later. Possible dementia prevention strategies should point to a life course perspective on maintaining vascular health.
本研究旨在通过在更大、更多样化的人群中验证唯一可用的中年痴呆风险评分——心血管风险因素、衰老和痴呆研究(CAIDE),对该评分中的年龄、教育程度、高血压、肥胖和高血脂这 5 个因素进行外部验证。我们的第二个目标是通过增加中年风险因素来改进 CAIDE 风险评分。
这是一项回顾性队列研究,在一个综合医疗服务提供系统中进行。共有 9480 名参加了 1964 年至 1973 年健康调查研究(年龄在 40-55 岁之间)的 Kaiser Permanente 成员被纳入本研究。从 1994 年 1 月 1 日至 2006 年 1 月 16 日,通过使用国际疾病分类第 9 版代码 290.0、290.1(“可能的痴呆症”)和 331.0、290.4(“专家确诊的痴呆症”),从初级保健和医学专家就诊记录中收集痴呆症诊断。使用 C 统计量、净重新分类改善和综合判别改善来检验风险模型预测和验证。使用 Kaplan-Meier 估计计算每个总和评分的痴呆风险。
共有 2767 名参与者(25%)被诊断患有任何类型的痴呆症,其中 1011 名(10.7%)为专家确诊的诊断。从中年检查到随访结束的平均时间为 36.1 年。CAIDE 风险评分的复制效果良好,C 统计量为 0.75,与原始 CAIDE 的 C 统计量 0.78 非常相似。CAIDE 评分在不同种族群体中也具有良好的预测性。其他中年风险因素(中心性肥胖、情绪低落、糖尿病、头部外伤、肺功能和吸烟)并不能提高预测能力。该风险评分可将参与者分为 40 年痴呆低(9%)和高(29%)风险组。
中年时期可改变的血管危险因素组合对几十年后痴呆的发生具有高度预测性。可能的痴呆症预防策略应着眼于维持血管健康的生命历程。