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痴呆症中可穿戴技术的评估:一项系统评价与荟萃分析。

Evaluation of Wearable Technology in Dementia: A Systematic Review and Meta-Analysis.

作者信息

Cote Alanna C, Phelps Riley J, Kabiri Nina Shaafi, Bhangu Jaspreet S, Thomas Kevin Kip

机构信息

Department of Anatomy and Neurobiology, Boston University Medical Center, Boston, MA, United States.

Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States.

出版信息

Front Med (Lausanne). 2021 Jan 11;7:501104. doi: 10.3389/fmed.2020.501104. eCollection 2020.

Abstract

The objective of this analysis was to systematically review studies employing wearable technology in patients with dementia by quantifying differences in digitally captured physiological endpoints. This systematic review and meta-analysis was based on web searches of Cochrane Database, PsycInfo, Pubmed, Embase, and IEEE between October 25-31st, 2017. Observational studies providing physiological data measured by wearable technology on participants with dementia with a mean age ≥50. Data were extracted according to PRISMA guidelines and methodological quality assessed independently using Downs and Black criteria. Standardized mean differences between cases and controls were estimated using random-effects models. Forty-eight studies from 18,456 screened abstracts (Dementia: = 2,516, Control: = 1,224) met inclusion criteria for the systematic review. Nineteen of these studies were included in one or multiple meta-analyses (Dementia: = 617, Control: = 406). Participants with dementia demonstrated lower levels of daily activity (standardized mean difference (SMD), -1.60; 95% CI, -2.66 to -0.55), decreased sleep efficiency (SMD, -0.52; 95% CI, -0.89 to -0.16), and greater intradaily circadian variability (SMD, 0.46; 95% CI, 0.27 to 0.65) than controls, among other measures. Statistical between-study heterogeneity was observed, possibly due to variation in testing duration, device type or patient setting. Digitally captured data using wearable devices revealed that adults with dementia were less active, demonstrated increased fragmentation of their sleep-wake cycle and a loss of typical diurnal variation in circadian rhythm as compared to controls.

摘要

本分析的目的是通过量化数字采集的生理终点差异,系统回顾在痴呆症患者中使用可穿戴技术的研究。这项系统回顾和荟萃分析基于2017年10月25日至31日对Cochrane数据库、PsycInfo、Pubmed、Embase和IEEE进行的网络搜索。纳入观察性研究,这些研究提供了可穿戴技术测量的平均年龄≥50岁的痴呆症参与者的生理数据。根据PRISMA指南提取数据,并使用Downs和Black标准独立评估方法学质量。使用随机效应模型估计病例与对照之间的标准化平均差异。从18456篇筛选摘要(痴呆症:=2516,对照:=1224)中选出的48项研究符合系统回顾的纳入标准。其中19项研究被纳入一项或多项荟萃分析(痴呆症:=617,对照:=406)。与对照组相比,痴呆症患者的日常活动水平较低(标准化平均差异(SMD),-1.60;95%置信区间,-2.66至-0.55),睡眠效率降低(SMD,-0.52;95%置信区间,-0.89至-0.16),日内昼夜节律变异性更大(SMD,0.46;95%置信区间,0.27至0.65),以及其他指标。观察到研究间存在统计学异质性,可能是由于测试持续时间、设备类型或患者环境的差异。使用可穿戴设备数字采集的数据显示,与对照组相比,患有痴呆症的成年人活动较少,睡眠-觉醒周期碎片化增加,昼夜节律的典型日变化丧失。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5962/7829192/122633c6d3c0/fmed-07-501104-g0001.jpg

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