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ECG-derived estimators of sleep physiology

ECG-derived estimators of sleep physiology
基于心电图的睡眠生理学估计器
批准号:
7061681
负责人:
Robert Joseph Thomas
金额:
$14.58万
依托单位国家:
美国
项目类别:
财政年份:
2005
资助国家:
美国
项目状态:
已结题
起止时间:
2005-05-05 至 2008-04-30

项目摘要

项目成果

Robert Joseph Thomas的其他基金

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中文摘要
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英文摘要
DESCRIPTION (PROVIDED BY APPLICANT): Polysomnograms are labor-intensive, expensive and impractical to perform repeatedly to assess therapeutic efficacy. Typical measures of sleep disordered breathing (SDB) severity include event counts, such as the apnea-hypopnea index, that utilize physiologically arbitrary scoring criteria. These measures correlate only modestly with neurobehavioral and cardiovascular outcomes in adults and children. Standard sleep stage scoring differentiates REM and NREM sleep types and NREM depth, but provides little information about physiological stability. Thus, there is a need for a simple, inexpensive and easily repeatable measure of the presence and impact of SDB on sleep state physiology and stability. The investigators have developed a fully automated surface electrocardiogram (ECG)-derived sleep physiology estimator, based on the quantitative analysis of cardiopulmonary coupling from a single-lead ECG. This approach combines the use of mechanical and autonomic effects of physiologic vs. periodic breathing on ECG parameters related to heart rate variability and QRS electrical axis. Physiologically unstable sleep associated with SDB manifests the EEG morphology of cyclic alternating pattern (CAP), regardless of conventional stage scoring. In contrast, periods of non-CAP represent physiologically stable sleep behavior. We have found that the coupling estimator shows a strong correlation with CAP and non- CAP states, thus providing a promising new biomarker of sleep physiology and pathology based on the percentage of sleep spent in periods of unstable sleep behavior. The goals of the proposed research are to: 1) Refine the technique using a sleep laboratory database. 2) Test it, using established databases, as a SDE detector in community-dwelling adults (Sleep Heart Health Study, SHHS) and children (Neurobehavioral Assessment and Pediatric Sleep, NAPS). 3) To correlate the biomarker with excessive daytime sleepiness, subjective sleep quality and cardiovascular morbidity (SHHS), and reduced neurocognitive function (NAPS).
期刊论文(9)
专著(0)
科研奖励(0)
会议论文
DOI: 10.1093/sleep/30.12.1756
发表时间: 2007-12
期刊: Sleep
影响因子: 5.6
作者: [R. Thomas;J. Mietus;Chung-Kang Peng;G. Gilmartin;Robert W Daly;A. Goldberger;D. Gottlieb]
通讯作者: R. Thomas;J. Mietus;Chung-Kang Peng;G. Gilmartin;Robert W Daly;A. Goldberger;D. Gottlieb
DOI: 10.1371/journal.pone.0011356
发表时间: 2010-06-28
期刊: PloS one
影响因子: 3.7
作者: [Bianchi MT, Cash SS, Mietus J, Peng CK, Thomas R]
通讯作者: Thomas R
DOI: 10.1016/j.jsmc.2013.10.008
发表时间: 2014-03-01
期刊: SLEEP MEDICINE CLINICS
影响因子: 2.8
作者: [Thomas, Robert Joseph]
通讯作者: Thomas, Robert Joseph
Mapping sleep using coupled biological oscillations.
使用耦合生物振荡绘制睡眠图。
DOI: 10.1109/iembs.2011.6090361
发表时间: 2011
期刊: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子: --
作者: [Thomas,RobertJoseph, Mietus,JosephE]
通讯作者: Mietus,JosephE
6
    Neuroanatomical and functional outcomes of pediatric obstructive sleep apnea
    Neuroanatomical and functional outcomes of pediatric obstructive sleep apnea
    ECG-derived cardiopulmonary coupling biomarkers of sleep, sleep-breathing, and ca
    ECG-derived cardiopulmonary coupling biomarkers of sleep, sleep-breathing, and ca