Literature DB >> 31812116

Sleep apnea: Tracking effects of a first session of CPAP therapy by means of Granger causality.

Alvaro D Orjuela-Cañón1, Alexander Cerquera2, Jan A Freund3, Gabriel Juliá-Serdá4, Antonio G Ravelo-García5.   

Abstract

Connectivity between physiological networks is an issue of particular importance for understanding the complex interaction brain-heart. In the present study, this interaction was analyzed in polysomnography recordings of 28 patients diagnosed with obstructive sleep apnea (OSA) and compared with a group of 10 control subjects. Electroencephalography and electrocardiography signals from these polysomnography time series were characterized employing Granger causality computation to measure the directed connectivity among five brain waves and three spectral subbands of heart rate variability. Polysomnography data from OSA patients were recorded before and during a first session of continuous positive air pressure (CPAP) therapy in a split-night study. Results showed that CPAP therapy allowed the recovery of inner brain connectivities, mainly in subsystems involving the theta wave. In addition, differences between control and OSA patients were established in connections that involve lower frequency ranges of heart rate variability. This information can be potentially useful in the initial diagnosis of OSA, and determine the role of cardiac activity in sleep dynamics based on the use of three subbands of heart rate variability.
Copyright © 2019 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Brain-heart network; Continuous positive air pressure; Physiological coupling

Mesh:

Year:  2019        PMID: 31812116     DOI: 10.1016/j.cmpb.2019.105235

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN: 0169-2607            Impact factor:   5.428


  3 in total

1.  A Novel Portable Real-Time Low-Cost Sleep Apnea Monitoring System based on the Global System for Mobile Communications (GSM) Network.

Authors:  Harun Sümbül; Ahmet Hayrettin Yüzer; Kazım Şekeroğlu
Journal:  Med Biol Eng Comput       Date:  2022-01-14       Impact factor: 2.602

2.  Interactions of central and autonomic nervous systems in patients with sleep apnea-hypopnea syndrome during sleep.

Authors:  Tingting Wang; Juan Yang; Yingjie Song; Feng Pang; Xinwen Guo; Yuxi Luo
Journal:  Sleep Breath       Date:  2021-07-07       Impact factor: 2.816

3.  Sleep physiological network analysis in children.

Authors:  Alvaro David Orjuela-Cañón; Andrés Leonardo Jutinico; Maria Angelica Bazurto-Zapata; Elida Duenas-Meza
Journal:  Sleep Sci       Date:  2022 Jan-Mar
  3 in total

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