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dc.contributor.authorRomero, Daniel
dc.contributor.authorJané Campos, Raimon
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.date.accessioned2021-09-28T08:48:10Z
dc.date.available2021-09-28T08:48:10Z
dc.date.issued2021-01-01
dc.identifier.citationRomero, D.; Jane, R. Global and transient effects of intermittent hypoxia on heart rate variability markers: evaluation using an obstructive sleep apnea model. "IEEE access", 1 Gener 2021, vol. 9, p. 19043-19052.
dc.identifier.issn2169-3536
dc.identifier.urihttp://hdl.handle.net/2117/352365
dc.description.abstractIntermittent hypoxia (IH) produces autonomic dysfunction that promotes the development of arrhythmia and hypertension in patients with obstructive sleep apnea (OSA). This paper investigated different heart rate variability (HRV) indices in the context of IH using a rat model for OSA. Linear and non-linear HRV parameters were assessed from ultra-short (15-s segments) and short-term (5 min) analyses of heartbeat time-series. Transient changes observed from pre-apnea segments to hypoxia episodes were evaluated, besides the relative and global impact of IH, as a function of its severity. Results showed an overall increase in ultra-short HRV markers as immediate response to hypoxia: standard deviation of normal RR intervals, SDNN = 1.2 ms (IQR: 1.1-2.1) vs 1.4 ms (IQR: 1.2-2.2), p = 0.015; root mean square of the successive differences, RMSSD = 1.7 ms (IQR: 1.5-2.2) vs 1.9 ms (IQR: 1.6-2.4), p = 0.031. The power in the very low frequency (VLF) band also showed a significant increase: 0.09 ms 2 (IQR: 0.05-0.20) vs 0.16 ms 2 (IQR: 0.12-0.23), p = 0.016, probably associated with the potentiation of the carotid body chemo-sensory response to hypoxia. Moreover, a clear link between severity of IH and short-term HRV measures was found in VLF and LF power, besides their progressive increase seen throughout the experiment after each apnea sequence. However, only those markers quantifying fragmentation levels in RR series were significantly affected when the experiment ended, as compared to baseline measures: percentage of inflection points, PIP = 49% (IQR: 45-51) vs 53% (IQR: 47-53), p = 0.031; percentage of short (geq 3 RR intervals) accelerated/decelerated segments, PSS = 75% (IQR: 51-81) vs 87% (IQR: 51-90), p = 0.046. These findings suggest a significant deterioration of cardiac rhythm with a more erratic behavior beyond the normal sinus arrhythmia, that may lead to a future cardiac condition.
dc.format.extent10 p.
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights©2021 IEEE
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subject.lcshSleep apnea syndromes
dc.subject.lcshHeart beat
dc.subject.otherIntermittent hypoxia
dc.subject.otherHeart rate variability
dc.subject.otherObstructive apneas
dc.subject.otherHypoxia rat model
dc.titleGlobal and transient effects of intermittent hypoxia on heart rate variability markers: evaluation using an obstructive sleep apnea model
dc.typeArticle
dc.subject.lemacSíndromes d'apnea del son
dc.subject.lemacCor -- Batecs
dc.contributor.groupUniversitat Politècnica de Catalunya. BIOSPIN - Biomedical Signal Processing and Interpretation
dc.identifier.doi10.1109/ACCESS.2021.3053310
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://ieeexplore.ieee.org/document/9330533
dc.rights.accessOpen Access
local.identifier.drac31265951
dc.description.versionPostprint (published version)
local.citation.authorRomero, D.; Jane, R.
local.citation.publicationNameIEEE access
local.citation.volume9
local.citation.startingPage19043
local.citation.endingPage19052


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