five

Correlational analysis of ECG & CGM

收藏
DataCite Commons2023-07-19 更新2024-08-18 收录
下载链接:
https://figshare.com/articles/dataset/Correlational_analysis_of_ECG_CGM/23707884
下载链接
链接失效反馈
官方服务:
资源简介:
<strong>Correlation analysis of heart rate variations and glucose fluctuations during sleep</strong> Taira Kajisa*1, Toshiya Kuroi2, Hiroyuki Hara2, and Toshiyuki Sakai3 <em>1.</em> Course of Bio-Nano Science Fusion, Graduate School of Interdisciplinary New Science, Toyo University, 2100 Kujirai, Kawagoe, Saitama 310-8585, Japan <em>2.</em> Hakuju Institute for Health Science Co., Ltd. <em>3.</em> Department of Student, Student Support Division, Toyo University, 2100 Kujirai, Kawagoe, Saitama 350-8585, Japan <strong>ABSTRACT</strong> Objective: The body’s glucose concentration is influenced by carbohydrate intake, insulin-induced carbohydrate reduction, and hepatic glycogen breakdown induced by stress hormones. This study investigated the potential of employing glucose fluctuations as a measure of stress by examining the relationship between heart rate variability (HRV) data and glucose levels during sleep in healthy subjects. Methods: In this cross-sectional study, a chest-worn electrocardiogram (ECG) and continuous glucose monitoring device (CGM) were respectively used to monitor the heart rate intervals and glucose fluctuations of five subjects (two males, three females) during sleep. A time-series correlation analysis was performed on the HRV data extracted from heart rate intervals and the corresponding glucose fluctuation data. Results: The time-series analysis of ECG and CGM data collected from subjects during sleep (n = 25 nights) revealed a moderate negative correlation between glucose levels and HRV, with a cross-correlation coefficient of r = –0.453. Conclusion: Similar to HRV, changes in stress levels can be detected by observing glucose fluctuations, particularly during sleep when the impact of food intake can be eliminated. Our findings highlight a significant correlation between glucose levels and HRV, indicating that glucose fluctuations can be used as an indicator of autonomic nervous system activity.
提供机构:
figshare
创建时间:
2023-07-19
5,000+
优质数据集
54 个
任务类型
进入经典数据集
二维码
社区交流群

面向社区/商业的数据集话题

二维码
科研交流群

面向高校/科研机构的开源数据集话题

数据驱动未来

携手共赢发展

商业合作