Obstructive sleep apnea (OSA) is a sleep disorder characterized by breathing pauses due to collapse of the upper airways. During OSA the autonomic modulation, as noninvasively assessed through heart period (HP) variability, is altered in a time-varying way even though time-varying properties of HP fluctuations are often disregarded by HP variability studies. We performed a time domain analysis computed over very short epochs corresponding to the sole OSA events explicitly accounting for HP variability nonstationarities. Length-matched epochs were extracted during OSA and quiet sleep (SLEEP) in 13 subjects suffering from OSA (11 males, age 55±11, apnea-hypopnea index 44±19). Mean HP, variance and variance of the residual after exponential detrending were assessed as well as the parameters a and b of the exponential fitting in the form y(n)=a·exp(b·n). HP mean and the parameter a increased during OSA compared to SLEEP. The variance of the residual was significantly lower than original variance during both OSA and SLEEP, while the dispersion of the parameter b was significantly larger. Nonstationarities were evident during both SLEEP and OSA but more dramatically apparent during OSA, thus stressing the need of accounting for them when the autonomic control during OSA is under scrutiny.

Impact of nonstationarities on short heart rate variability recordings during obstructive sleep apnea / V. Bari, L. Faes, D. Tonon, B. De Maria, G. Ranuzzi, G. Rossato, A. Porta. - In: COMPUTING IN CARDIOLOGY. - ISSN 2325-8861. - 44(2017), pp. 1-4. ((Intervento presentato al 44. convegno Computing in cardiology conference (CinC) tenutosi a Rennes (France) nel 2017 [10.22489/CinC.2017.203-166].

Impact of nonstationarities on short heart rate variability recordings during obstructive sleep apnea

V. Bari;A. Porta
Ultimo
2017

Abstract

Obstructive sleep apnea (OSA) is a sleep disorder characterized by breathing pauses due to collapse of the upper airways. During OSA the autonomic modulation, as noninvasively assessed through heart period (HP) variability, is altered in a time-varying way even though time-varying properties of HP fluctuations are often disregarded by HP variability studies. We performed a time domain analysis computed over very short epochs corresponding to the sole OSA events explicitly accounting for HP variability nonstationarities. Length-matched epochs were extracted during OSA and quiet sleep (SLEEP) in 13 subjects suffering from OSA (11 males, age 55±11, apnea-hypopnea index 44±19). Mean HP, variance and variance of the residual after exponential detrending were assessed as well as the parameters a and b of the exponential fitting in the form y(n)=a·exp(b·n). HP mean and the parameter a increased during OSA compared to SLEEP. The variance of the residual was significantly lower than original variance during both OSA and SLEEP, while the dispersion of the parameter b was significantly larger. Nonstationarities were evident during both SLEEP and OSA but more dramatically apparent during OSA, thus stressing the need of accounting for them when the autonomic control during OSA is under scrutiny.
No
English
Settore ING-INF/06 - Bioingegneria Elettronica e Informatica
Intervento a convegno
Esperti anonimi
Ricerca applicata
Pubblicazione scientifica
2017
IEEE Computer Society
44
1
4
4
Pubblicato
Periodico con rilevanza internazionale
Computing in cardiology conference (CinC)
Rennes (France)
2017
44
Convegno internazionale
Intervento inviato
Aderisco
info:eu-repo/semantics/article
Impact of nonstationarities on short heart rate variability recordings during obstructive sleep apnea / V. Bari, L. Faes, D. Tonon, B. De Maria, G. Ranuzzi, G. Rossato, A. Porta. - In: COMPUTING IN CARDIOLOGY. - ISSN 2325-8861. - 44(2017), pp. 1-4. ((Intervento presentato al 44. convegno Computing in cardiology conference (CinC) tenutosi a Rennes (France) nel 2017 [10.22489/CinC.2017.203-166].
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262
Article (author)
no
V. Bari, L. Faes, D. Tonon, B. De Maria, G. Ranuzzi, G. Rossato, A. Porta
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/559839
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