Tracking astronaut physical activity and cardiorespiratory responses with the Bio‐Monitor sensor shirt

太空飞行 国际空间站 可穿戴计算机 心肺适能 去调节 失重 加速度计 遥测 医学 航空学 模拟 物理医学与康复 计算机科学 物理疗法 工程类 嵌入式系统 航空航天工程 电信 物理 天文 操作系统
作者
Carmelo Mastrandrea,Danielle K. Greaves,R. L. Hughson
出处
期刊:The FASEB Journal [Wiley]
卷期号:35 (S1)
标识
DOI:10.1096/fasebj.2021.35.s1.02888
摘要

Astronauts develop insulin resistance, and are at risk for cardiovascular deconditioning, during long-duration missions to the International Space Station (ISS) despite their daily exercise sessions (Hughson et al. Am J Physiol Heart Circ Physiol 310: H628–H638, 2016). Chronic unloading of the musculoskeletal and cardiovascular systems in microgravity dramatically reduces the challenge of daily activities, and the astronauts’ schedules limit them to approximately 30-min/day aerobic exercise. To understand the physical demands of spaceflight and how these change from daily life on Earth, the Vascular Aging experiment is equipping astronauts for 48-72h continuous recordings with the Canadian Space Agency's Bio-Monitor wearable sensor shirt. The Bio-Monitor (Bio-M), developed from the commercial Hexoskin® device, consists of 3-lead ECG, thoracic and abdominal respiratory bands, 3-axis accelerometer, skin temperature and SpO2 sensor placed on the forehead. Our utilisation of this equipment necessitated the development of novel processing and visualisation techniques, to better interpret and guide subsequent data analyses. Here we present initial data from astronauts wearing the BioM prior to launch and aboard the ISS, demonstrating the ability to extract useful data from BioM, using software developed ‘in-house’. Astronauts wore the Bio-M continually for 72-h except for periods of water immersion or when the device conflicted with another activity. After physical exercise, astronauts changed to a dry shirt. First, we assessed the key data-quality metrics to provide initial appraisals of acceptable recordings. Mean total recording length pre-flight (60.5 hours) was similar to that in-flight (66.5 hours), with a consistent distribution of recorded day (44% vs 45%, 6am-6pm) and night (56% vs 55%, 6pm-6am) hours (pre-flight vs in-flight respectively). For each recording, quality assessment of ECG signals was performed for individual leads, before combining signals and cross-correlating R-waves to produce reliable heart-rate timings. Mean ECG quality for individual leads, represented here as the percentage of usable signal to total recording duration, was somewhat lower in-flight (92%) when compared to pre-flight (96%), likely caused by poor skin contact or dry shirt electrodes; combining lead signals as mentioned above improved the proportion of usable data to 97% and 98% respectively. Accelerometer recordings identified a significant reduction in high-force movements over the 72-hour recordings, with just over 2.5 hours/day of high-force activity in astronauts pre-flight vs 50 minutes/day in-flight. It should be noted however that accelerometer measurements in zero-gravity are likely to be reduced, and future refinement of activity data continues. Average heart rates in-flight showed little difference when compared to pre-flight, although future analyses will compare periods of sleep, rest, and activity to further refine this comparison. We conclude that utilisation of the BioM hardware with our own analysis techniques produces high-quality data allowing for future interpretation and investigation of spaceflight-induced physiological adaptations.

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
风中琦发布了新的文献求助10
1秒前
2秒前
3秒前
大王应助如意闭月采纳,获得50
3秒前
4秒前
今后应助Spiderman采纳,获得10
5秒前
linciko发布了新的文献求助20
5秒前
小萝卜头吖完成签到,获得积分10
5秒前
飞向火星发布了新的文献求助10
5秒前
5秒前
Eraser完成签到,获得积分10
6秒前
正经大善人完成签到,获得积分10
6秒前
沉钧完成签到,获得积分10
6秒前
酬勤完成签到,获得积分10
6秒前
7秒前
7秒前
a61完成签到,获得积分10
7秒前
晚星发布了新的文献求助10
8秒前
9秒前
Guko发布了新的文献求助20
9秒前
9秒前
小李完成签到,获得积分10
9秒前
10秒前
失眠锦程完成签到,获得积分10
10秒前
量子星尘发布了新的文献求助10
10秒前
Chrissie0707完成签到,获得积分10
10秒前
11秒前
cyrus发布了新的文献求助10
12秒前
小李发布了新的文献求助10
12秒前
jinx完成签到,获得积分10
13秒前
julacliang完成签到,获得积分10
13秒前
Ava应助高高采纳,获得50
14秒前
呆萌思远发布了新的文献求助10
14秒前
量子星尘发布了新的文献求助10
14秒前
豆子完成签到,获得积分10
14秒前
云淡风轻发布了新的文献求助30
14秒前
bonjourqiao完成签到,获得积分10
17秒前
17秒前
17秒前
香蕉觅云应助Camden采纳,获得10
18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 Cambridge History of China: Volume 4, Sui and T'ang China, 589–906 AD, Part Two 1000
The Composition and Relative Chronology of Dynasties 16 and 17 in Egypt 1000
Russian Foreign Policy: Change and Continuity 800
Real World Research, 5th Edition 800
Qualitative Data Analysis with NVivo By Jenine Beekhuyzen, Pat Bazeley · 2024 800
Superabsorbent Polymers 700
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5709324
求助须知:如何正确求助?哪些是违规求助? 5194010
关于积分的说明 15256489
捐赠科研通 4862101
什么是DOI,文献DOI怎么找? 2609855
邀请新用户注册赠送积分活动 1560307
关于科研通互助平台的介绍 1518020