Central Sleep Apnea Alters Neuronal Excitability and Increases the Randomness in Sleep-Wake Transitions

被引:3
|
作者
Dvir, Hila [1 ]
Guo, Shu [2 ]
Havlin, Shlomo [1 ]
Xin, Ni [3 ,4 ,5 ,6 ]
Jun, Tai [3 ,4 ,5 ,6 ]
Li, Daqing [7 ]
Zhifei, Xu [8 ]
Kang, Rui [9 ]
Bartsch, Ronny P. [1 ]
机构
[1] Bar Ilan Univ, Dept Phys, Ramat Gan, Israel
[2] Beihang Univ, Sch Reliabil & Syst Engn, Beijing 100191, Peoples R China
[3] Capital Med Univ, Dept Otolaryngol Head & Neck Surg, Beijing Childrens Hosp, Natl Ctr Childrens Hlth, Beijing 100045, Peoples R China
[4] Capital Med Univ, Beijing Key Lab Pediat Dis Otolaryngol Head & Nec, Beijing Childrens Hosp, Natl Ctr Childrens Hlth, Beijing 100045, Peoples R China
[5] Capital Med Univ, Clin Ctr Childrens Upper Airway Obstruct Disorder, Beijing 100069, Peoples R China
[6] Capital Med Univ, Big Data & Engn Res Ctr, Beijing Childrens Hosp, Natl Ctr Childrens Hlth, Beijing 100045, Peoples R China
[7] Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Beijing 100191, Peoples R China
[8] Capital Med Univ, Resp Dept, Beijing Childrens Hosp, Natl Ctr Childrens Hlth, Beijing, Peoples R China
[9] Beihang Univ, Sch Reliabil & Syst Engn, Beijing, Peoples R China
基金
以色列科学基金会; 北京市自然科学基金;
关键词
Sleep apnea; Pediatrics; Neurons; Exponential distribution; Medical diagnostic imaging; Electric potential; Brainstem; Central sleep apnea; excitability threshold; exponential distribution; power-law distribution; sleep arousals; sleep modeling; sleep-wake dynamics; wake-bout durations; DYNAMICS; PATTERNS; CYCLICITY; AROUSALS; CO2;
D O I
10.1109/TBME.2020.2979287
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective: While most studies on Central Sleep Apnea (CSA) have focused on breathing and metabolic disorders, the neuronal dysfunction that causes CSA remains largely unknown. Here, we investigate the underlying neuronal mechanism of CSA by studying the sleep-wake dynamics as derived from hypnograms. Methods: We analyze sleep data of seven groups of subjects: healthy adults (n = 48), adults with obstructive sleep apnea (OSA) (n = 29), adults with CSA (n = 25), healthy children (n = 40), children with OSA (n = 18), children with CSA (n = 73) and CSA children treated with CPAP (n = 10). We calculate sleep-wake parameters based on the probability distributions of wake-bout durations and sleep-bout durations. We compare these parameters with results obtained from a neuronal model that simulates the interplay between sleep- and wake-promoting neurons. Results: We find that sleep arousals of CSA patients show a characteristic time scale (i.e., exponential distribution) in contrast to the scaleinvariant (i.e., power-law) distribution that has been reported for arousals in healthy sleep. Furthermore, we show that this change in arousal statistics is caused by triggering more arousals of similar durations, which through our model can be related to a higher excitability threshold in sleep-promoting neurons in CSA patients. Conclusions: We propose a neuronal mechanism to shed light on CSA pathophysiology and a method to discriminate between CSA and OSA. We show that higher neuronal excitability thresholds can lead to complex reorganization of sleep-wake dynamics. Significance: The derived sleep parameters enable a more specific evaluation of CSA severity and can be used for CSA diagnosis and monitor CSA treatment.
引用
收藏
页码:3185 / 3194
页数:10
相关论文
共 50 条
  • [1] Dynamics of sleep-wake transitions during sleep
    Lo, CC
    Amaral, LAN
    Havlin, S
    Ivanov, PC
    Penzel, T
    Peter, JH
    Stanley, HE
    EUROPHYSICS LETTERS, 2002, 57 (05): : 625 - 631
  • [2] Dynamics of sleep-wake transitions during sleep
    Lo, CC
    Amaral, LAN
    Havlin, S
    Ivanov, PC
    Penzel, T
    Peter, JH
    Stanley, HE
    BIOPHYSICAL JOURNAL, 2002, 82 (01) : 482A - 482A
  • [3] Dynamics of sleep-wake transitions in sleep diseases
    Zhang, X.
    Kantelhardt, J.
    Li, J.
    Zhao, L.
    Dong, X.
    Glos, M.
    Penzel, T.
    Han, F.
    SLEEP MEDICINE, 2015, 16 : S108 - S109
  • [4] Sleep-Wake Classification for Home Monitoring of Sleep Apnea Patients
    Huysmans, Dorien
    Heffinck, Eva
    Castro, Ivan D.
    Deviaene, Margot
    Borzee, Pascal
    Buyse, Bertien
    Testelmans, Dries
    Van Huffel, Sabine
    Varon, Carolina
    2020 COMPUTING IN CARDIOLOGY, 2020,
  • [5] Impact of Obstructive Sleep Apnea on Sleep-Wake Stage Ratio
    Ng, Andrew Keong
    Guan, Cuntai
    2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2012, : 4660 - 4663
  • [6] TRANSITIONAL (SLEEP-WAKE) APNEA WITH UNDERLYING OBSTRUCTIVE PATHOPHYSIOLOGY MASQUERADING AS "PRIMARY" CENTRAL SLEEP APNEA: TWO CASES
    Sener, Ugur
    Hernandez, Meylin Lam
    Festic, Emir
    CHEST, 2018, 154 (04) : 1085A - 1085A
  • [7] Clozapine alters sleep-wake behavior in rats
    Sorge, S
    Pollmächer, T
    Lancel, M
    NEUROPSYCHOPHARMACOLOGY, 2004, 29 (08) : 1462 - 1469
  • [8] Clozapine Alters Sleep-Wake Behavior in Rats
    Silke Sorge
    Thomas Pollmächer
    Marike Lancel
    Neuropsychopharmacology, 2004, 29 : 1462 - 1469
  • [9] The sleep-wake switch: A neuronal alarm clock
    McGinty, D
    Szymusiak, R
    NATURE MEDICINE, 2000, 6 (05) : 510 - 511
  • [10] Electro-oculography-based detection of sleep-wake in sleep apnea patients
    Jussi Virkkala
    Jussi Toppila
    Paula Maasilta
    Adel Bachour
    Sleep and Breathing, 2015, 19 : 785 - 789