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 [Springer Nature]
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
Owen应助玩命的易绿采纳,获得10
刚刚
科研通AI6应助糯糯采纳,获得10
1秒前
xu完成签到,获得积分10
2秒前
武55发布了新的文献求助10
3秒前
4秒前
lijing发布了新的文献求助10
4秒前
所所应助啊啊啊啊啊啊采纳,获得10
5秒前
量子星尘发布了新的文献求助10
5秒前
蝶步韶华发布了新的文献求助10
6秒前
娜娜家的大宝贝完成签到,获得积分10
6秒前
7秒前
aeiou完成签到,获得积分10
8秒前
8秒前
8秒前
8秒前
CipherSage应助lxz采纳,获得10
9秒前
yomi完成签到 ,获得积分10
9秒前
大喜发布了新的文献求助30
9秒前
贝塔的贝塔完成签到,获得积分10
10秒前
科研通AI6应助现实的画板采纳,获得10
11秒前
夏侯卿发布了新的文献求助20
11秒前
11秒前
12秒前
12秒前
大个应助多肉葡萄采纳,获得10
12秒前
香蕉觅云应助CCC采纳,获得30
12秒前
科研通AI6应助LAN采纳,获得10
12秒前
yi只熊完成签到,获得积分10
13秒前
顾矜应助李梓权采纳,获得10
15秒前
黄雅芝发布了新的文献求助10
15秒前
希望天下0贩的0应助LZ采纳,获得10
15秒前
16秒前
小犁牛完成签到 ,获得积分10
16秒前
17秒前
18秒前
18秒前
sang关注了科研通微信公众号
18秒前
18秒前
乐乐应助牡丹仙子采纳,获得10
18秒前
Starry发布了新的文献求助10
19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
The Social Work Ethics Casebook: Cases and Commentary (revised 2nd ed.).. Frederic G. Reamer 1070
The Complete Pro-Guide to the All-New Affinity Studio: The A-to-Z Master Manual: Master Vector, Pixel, & Layout Design: Advanced Techniques for Photo, Designer, and Publisher in the Unified Suite 1000
按地区划分的1,091个公共养老金档案列表 801
The International Law of the Sea (fourth edition) 800
Teacher Wellbeing: A Real Conversation for Teachers and Leaders 600
A Guide to Genetic Counseling, 3rd Edition 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5406668
求助须知:如何正确求助?哪些是违规求助? 4524470
关于积分的说明 14098590
捐赠科研通 4438297
什么是DOI,文献DOI怎么找? 2436104
邀请新用户注册赠送积分活动 1428223
关于科研通互助平台的介绍 1406294