FEASIBILITY OF USING A WEARABLE BIOSENSOR DEVICE IN PATIENTS AT RISK FOR ALZHEIMER’S DISEASE DEMENTIA

痴呆 医学 认知 观察研究 认知功能衰退 阿尔茨海默病 神经心理学 物理医学与康复 疾病 物理疗法 内科学 精神科
作者
Nabeel Saif,Paul Yan,Kellyann Niotis,Olivia Scheyer,Aneela Rahman,Murray R. Berkowitz,Robert Krikorian,Hollie Hristov,George Sadek,Sonia Bellara,Richard Isaacson
出处
期刊:JPAD [Springer Science+Business Media]
卷期号:: 1-8 被引量:30
标识
DOI:10.14283/jpad.2019.39
摘要

Alzheimer’s disease (AD) is the most common and most costly chronic neurodegenerative disease globally. AD develops over an extended period prior to cognitive symptoms, leaving a “window of opportunity” for targeted risk-reduction interventions. Further, this pre-dementia phase includes early physiological changes in sleep and autonomic regulation, for which wearable biosensor devices may offer a convenient and cost-effective method to assess AD-risk. Patients with a family history of AD and no or minimal cognitive complaints were recruited from the Alzheimer’s Prevention Clinic at Weill Cornell Medicine & New York-Presbyterian. Of the 40 consecutive patients screened, 34 (85%) agreed to wear a wearable biosensor device (WHOOP). One subject (2.5%) lost the device prior to data collection. Of the remaining subjects, 24 were classified as normal cognition and were asymptomatic, 6 were classified as subjective cognitive decline, and 3 were amyloid-positive (one with pre-clinical AD, one with pre-clinical Lewy-Body Dementia, and one with mild cognitive impairment due to AD). Sleep-cycle, autonomic (heart rate variability [HRV]) and activity measures were collected via WHOOP. Blood biomarkers and neuropsychological testing sensitive to cognitive changes in pre-clinical AD were obtained. Participants completed surveys assessing their sleep-patterns, exercise habits, and attitudes towards WHOOP. The goal of this prospective observational study was to determine the feasibility of using a wrist-worn biosensor device in patients at-risk for AD dementia. Unsupervised machine learning was performed to first separate participants into distinct phenotypic groups using the multivariate biometric data. Additional statistical analyses were conducted to examine correlations between individual biometric measures and cognitive performance. 27 (81.8%) participants completed the follow-up surveys. Twenty-four participants (88.9%) were satisfied with WHOOP after six months, and twenty-three (85.2%) wanted to continue wearing WHOOP. K-means clustering separated participants into two groups. Group 1 was older, had lower HRV, and spent more time in slow-wave sleep (SWS) than Group 2. Group 1 performed better on two cognitive tests assessing executive function: Flanker Inhibitory Attention/Control (FIAC) (p=.031), and Dimensional Change Card Sort (DCCS) (p=.061). In Group 1, DCCS was correlated with SWS (ϱ=.68, p=0.024) and HRV (ϱ=.6, p=0.019). In Group 2, DCCS was correlated with HRV (ϱ=.55, p=0.018). There were no significant differences in blood biomarkers between the two groups. Wearable biosensor devices may be a feasible tool to assess AD-related physiological changes. Longitudinal collection of sleep and HRV data may potentially be a noninvasive method for monitoring cognitive changes related to pre-clinical AD. Further study is warranted in larger populations.

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
hedinghong发布了新的文献求助10
1秒前
Bilipear完成签到,获得积分10
2秒前
塔麻头完成签到 ,获得积分10
2秒前
拉长的灵安完成签到 ,获得积分10
2秒前
2秒前
cx完成签到,获得积分10
2秒前
时尚的哈密瓜完成签到,获得积分10
2秒前
3秒前
朴素绿真完成签到,获得积分10
4秒前
4秒前
高贵觅山完成签到,获得积分10
4秒前
是风动完成签到 ,获得积分10
4秒前
4秒前
4秒前
4秒前
MrFamous完成签到,获得积分10
5秒前
MRIFFF完成签到,获得积分0
5秒前
顾矜应助dara997采纳,获得10
5秒前
酪酥爱大米完成签到,获得积分10
5秒前
哈基米应助Z鑫鑫子采纳,获得10
5秒前
桐桐应助陌路孤星采纳,获得10
6秒前
大个应助学海无涯采纳,获得10
6秒前
小蘑菇应助noodles采纳,获得10
6秒前
小熊完成签到,获得积分10
6秒前
wisdom发布了新的文献求助10
6秒前
S先生完成签到,获得积分10
7秒前
7秒前
pipixiu完成签到,获得积分10
7秒前
等候完成签到 ,获得积分10
7秒前
研友_VZG7GZ应助hh采纳,获得10
8秒前
jx完成签到,获得积分10
8秒前
33完成签到,获得积分10
8秒前
小金鱼儿发布了新的文献求助10
9秒前
胡思完成签到,获得积分10
9秒前
9秒前
9秒前
9秒前
江南逢李龟年完成签到,获得积分10
10秒前
10秒前
Brian完成签到,获得积分10
10秒前
高分求助中
Overcoming Stigma and Bias in Obesity Management 800
Malcolm Fraser : a biography 700
Signals, Systems, and Signal Processing 610
Bounds for Statistical Estimation in Semiparametric Models 500
Climate change and sports: Statistics report on climate change and sports 500
Forced degradation and stability indicating LC method for Letrozole: A stress testing guide 500
Ideology and Meaning-Making under the Putin Regime 450
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 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6474264
求助须知:如何正确求助?哪些是违规求助? 8277071
关于积分的说明 17648633
捐赠科研通 5554880
什么是DOI,文献DOI怎么找? 2909942
邀请新用户注册赠送积分活动 1886699
关于科研通互助平台的介绍 1739255