Estimating Alzheimer’s Disease Progression Rates from Normal Cognition Through Mild Cognitive Impairment and Stages of Dementia

痴呆 认知 临床痴呆评级 健康与退休研究 疾病 队列 认知功能衰退 心理学 阿尔茨海默病 医学 老年学 精神科 内科学
作者
Matthew Davis,Thomas P. O’Connell,Scott W. Johnson,Stephanie Cline,Elizabeth Merikle,Ferenc Martényi,Kit N. Simpson
出处
期刊:Current Alzheimer Research [Bentham Science Publishers]
卷期号:15 (8): 777-788 被引量:182
标识
DOI:10.2174/1567205015666180119092427
摘要

Alzheimer's Disease (AD) can be conceptualized as a continuum: patients progress from normal cognition to mild cognitive impairment (MCI) due to AD, followed by increasing severity of AD dementia. Prior research has measured transition probabilities among later stages of AD, but not for the complete spectrum.To estimate annual progression rates across the AD continuum and evaluate the impact of a delay in MCI due to AD on the trajectory of AD dementia and clinical outcomes.Patient-level longitudinal data from the National Alzheimer's Coordinating Center for n=18,103 patients with multiple visits over the age of 65 were used to estimate annual, age-specific transitional probabilities between normal cognition, MCI due to AD, and AD severity states (defined by Clinical Dementia Rating score). Multivariate models predicted the likelihood of death and institutionalization for each health state, conditional on age and time from the previous evaluation. These probabilities were used to populate a transition matrix describing the likelihood of progressing to a particular disease state or death for any given current state and age. Finally, a health state model was developed to estimate the expected effect of a reduction in the risk of transitioning from normal cognition to MCI due to AD on disease progression rates for a cohort of 65-year-old patients over a 35-year time horizon.Annual transition probabilities to more severe states were 8%, 22%, 25%, 36%, and 16% for normal cognition, MCI due to AD, and mild/moderate/severe AD, respectively, at age 65, and increased as a function of age. Progression rates from normal cognition to MCI due to AD ranged from 4% to 10% annually. Severity of cognitive impairment and age both increased the likelihood of institutionalization and death. For a cohort of 100 patients with normal cognition at age 65, a 20% reduction in the annual progression rate to MCI due to AD avoided 5.7 and 5.6 cases of MCI due to AD and AD, respectively. This reduction led to less time spent in severe AD dementia health states and institutionalized, and increased life expectancy.Transition probabilities from normal cognition through AD severity states are important for understanding patient progression across the AD spectrum. These estimates can be used to evaluate the clinical benefits of reducing progression from normal cognition to MCI due to AD on lifetime health outcomes.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
英姑应助lzk采纳,获得10
2秒前
儒雅的如松完成签到 ,获得积分10
2秒前
biofresh完成签到,获得积分10
2秒前
arniu2008发布了新的文献求助10
5秒前
墨林云海完成签到,获得积分10
5秒前
大力的冬萱应助奋斗山晴采纳,获得20
6秒前
chenu完成签到 ,获得积分0
6秒前
梨落南山雪完成签到 ,获得积分10
13秒前
kenny完成签到,获得积分10
14秒前
lzk完成签到,获得积分10
15秒前
小白完成签到,获得积分10
15秒前
六七完成签到 ,获得积分10
28秒前
感动的白梅完成签到 ,获得积分10
29秒前
阳光初之完成签到 ,获得积分10
30秒前
coco完成签到 ,获得积分10
31秒前
32秒前
激动的醉香完成签到,获得积分10
37秒前
arniu2008发布了新的文献求助10
38秒前
沐瑾完成签到 ,获得积分10
39秒前
趙途嘵生完成签到,获得积分10
40秒前
糖糖科研顺利呀完成签到 ,获得积分10
42秒前
44秒前
紫熊发布了新的文献求助10
48秒前
无花果应助吐司采纳,获得10
58秒前
1分钟前
1分钟前
Z赵完成签到 ,获得积分10
1分钟前
arniu2008发布了新的文献求助10
1分钟前
xiahaijun完成签到,获得积分10
1分钟前
原子超人完成签到,获得积分10
1分钟前
1分钟前
谦让的晟睿完成签到 ,获得积分10
1分钟前
1分钟前
慢无墓地完成签到 ,获得积分10
1分钟前
吐司发布了新的文献求助10
1分钟前
DianaLee完成签到 ,获得积分10
1分钟前
1分钟前
啊熙完成签到 ,获得积分10
1分钟前
我看看怎么个事应助谭平采纳,获得10
1分钟前
快乐的幼丝完成签到 ,获得积分0
1分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Markov Chain Monte Carlo 5000
Evidence Summary. Injection (subcutaneous):op- timal administration 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
Curating Socialism: A Handbook of International Art Exhibitions 1947-1989 530
Lengua e imagen en la comunicación digital 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7484145
求助须知:如何正确求助?哪些是违规求助? 9076729
关于积分的说明 19355786
捐赠科研通 7099248
什么是DOI,文献DOI怎么找? 3248056
关于科研通互助平台的介绍 2417373
邀请新用户注册赠送积分活动 2233492