已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

Pulse oximetry values from 33,080 participants in the Apple Heart & Movement Study

脉搏血氧仪 体质指数 回归分析 人口学 队列 统计 医学 线性回归 人口 内科学 数学 麻醉 社会学
作者
Ян Шапиро,Jeffrey S. Stein,Calum A. MacRae,Michael OReilly
出处
期刊:npj digital medicine [Nature Portfolio]
卷期号:6 (1) 被引量:1
标识
DOI:10.1038/s41746-023-00851-6
摘要

Wearable devices that include pulse oximetry (SpO2) sensing afford the opportunity to capture oxygen saturation measurements from large cohorts under naturalistic conditions. We report here a cross-sectional analysis of 72 million SpO2 values collected from 33,080 individual participants in the Apple Heart and Movement Study, stratified by age, sex, body mass index (BMI), home altitude, and other demographic variables. Measurements aggregated by hour of day into 24-h SpO2 profiles exhibit similar circadian patterns for all demographic groups, being approximately sinusoidal with nadir near midnight local time, zenith near noon local time, and mean 0.8% lower saturation during overnight hours. Using SpO2 measurements averaged for each subject into mean nocturnal and daytime SpO2 values, we employ multivariate ordinary least squares regression to quantify population-level trends according to demographic factors. For the full cohort, regression coefficients obtained from models fit to daytime SpO2 are in close quantitative agreement with the corresponding values from published reference models for awake arterial oxygen saturation measured under controlled laboratory conditions. Regression models stratified by sex reveal significantly different age- and BMI-dependent SpO2 trends for females compared with males, although constant terms and regression coefficients for altitude do not differ between sexes. Incorporating categorical variables encoding self-reported race/ethnicity into the full-cohort regression models identifies small but statistically significant differences in daytime SpO2 (largest coefficient corresponding to 0.13% lower SpO2, for Hispanic study participants compared to White participants), but no significant differences between groups for nocturnal SpO2. Additional stratified analysis comparing regression models fit independently to subjects in each race/ethnicity group is suggestive of small differences in age- and sex-dependent trends, but indicates no significant difference in constant terms between any race/ethnicity groups for either daytime or nocturnal SpO2. The large diverse study population and study design employing automated background SpO2 measurements spanning the full 24-h circadian cycle enables the establishment of healthy population reference trends outside of clinical settings.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
饿哭了塞发布了新的文献求助10
刚刚
科研通AI5应助科研通管家采纳,获得10
1秒前
爱静静应助科研通管家采纳,获得10
1秒前
ZhaohuaXie应助科研通管家采纳,获得10
1秒前
爱静静应助科研通管家采纳,获得10
1秒前
Lucas应助科研通管家采纳,获得10
1秒前
赫若魔应助科研通管家采纳,获得10
1秒前
周诗琪完成签到,获得积分10
1秒前
桐桐应助chemchen采纳,获得10
1秒前
1秒前
2秒前
星辰大海应助科研通管家采纳,获得10
2秒前
2秒前
2秒前
2秒前
2秒前
3秒前
3秒前
GY00发布了新的文献求助10
4秒前
小蘑菇应助hadron采纳,获得10
4秒前
优雅雪糕发布了新的文献求助10
5秒前
xiu完成签到,获得积分10
5秒前
6秒前
6秒前
MMX关闭了MMX文献求助
6秒前
6秒前
wanci应助沐沐采纳,获得10
7秒前
ccleo发布了新的文献求助30
8秒前
所所应助我亦化身东海去采纳,获得10
9秒前
Derson发布了新的文献求助10
10秒前
lcx发布了新的文献求助10
10秒前
hxdqhg完成签到,获得积分10
11秒前
大圣发布了新的文献求助10
12秒前
12秒前
远志发布了新的文献求助10
12秒前
13秒前
小机灵鬼完成签到 ,获得积分10
13秒前
希望天下0贩的0应助549采纳,获得10
13秒前
传奇3应助南风采纳,获得38
13秒前
MMX发布了新的文献求助10
15秒前
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
Zeolites: From Fundamentals to Emerging Applications 1500
International Encyclopedia of Business Management 1000
Encyclopedia of Materials: Plastics and Polymers 1000
Architectural Corrosion and Critical Infrastructure 1000
Early Devonian echinoderms from Victoria (Rhombifera, Blastoidea and Ophiocistioidea) 1000
Hidden Generalizations Phonological Opacity in Optimality Theory 1000
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 4934509
求助须知:如何正确求助?哪些是违规求助? 4202404
关于积分的说明 13057258
捐赠科研通 3976729
什么是DOI,文献DOI怎么找? 2179167
邀请新用户注册赠送积分活动 1195395
关于科研通互助平台的介绍 1106744