Noninvasive assessment of neuromechanical and neuroventilatory coupling in COPD

dc.contributor.authorLozano García, Manuel
dc.contributor.authorEstrada Petrocelli, Luis Carlos
dc.contributor.authorBlanco Almazán, María Dolores
dc.contributor.authorMoxham, John
dc.contributor.authorRafferty, Gerrard F.
dc.contributor.authorTorres Cebrián, Abel
dc.contributor.authorJané Campos, Raimon
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.date.accessioned2023-04-06T10:48:20Z
dc.date.available2023-04-06T10:48:20Z
dc.date.issued2022-07
dc.description.abstractThis study explored the use of parasternal second intercostal space and lower intercostal space surface electromyogram (sEMG) and surface mechanomyogram (sMMG) recordings (sEMG para and sMMG para , and sEMG lic and sMMG lic , respectively) to assess neural respiratory drive (NRD), neuromechanical (NMC) and neuroventilatory (NVC) coupling, and mechanical efficiency (MEff) noninvasively in healthy subjects and chronic obstructive pulmonary disease (COPD) patients. sEMG para , sMMG para , sEMG lic , sMMG lic , mouth pressure (P mo ), and volume (V i ) were measured at rest, and during an inspiratory loading protocol, in 16 COPD patients (8 moderate and 8 severe) and 9 healthy subjects. Myographic signals were analyzed using fixed sample entropy and normalized to their largest values (fSEsEMG para%max , fSEsMMG para%max , fSEsEMG lic%max , and fSEsMMG lic%max ). fSEsMMG para%max , fSEsEMG para%max , and fSEsEMG lic%max were significantly higher in COPD than in healthy participants at rest. Parasternal intercostal muscle NMC was significantly higher in healthy than in COPD participants at rest, but not during threshold loading. P mo -derived NMC and MEff ratios were lower in severe patients than in mild patients or healthy subjects during threshold loading, but differences were not consistently significant. During resting breathing and threshold loading, V i -derived NVC and MEff ratios were significantly lower in severe patients than in mild patients or healthy subjects. sMMG is a potential noninvasive alternative to sEMG for assessing NRD in COPD. The ratios of P mo and V i to sMMG and sEMG measurements provide wholly noninvasive NMC, NVC, and MEff indices that are sensitive to impaired respiratory mechanics in COPD and are therefore of potential value to assess disease severity in clinical practice.
dc.description.peerreviewedPeer Reviewed
dc.description.versionPostprint (published version)
dc.format.extent12 p.
dc.identifier.citationLozano, M. [et al.]. Noninvasive assessment of neuromechanical and neuroventilatory coupling in COPD. "IEEE Journal of Biomedical and Health Informatics", Juliol 2022, vol. 26, núm. 7, p. 3385-3396.
dc.identifier.doi10.1109/JBHI.2022.3166255
dc.identifier.issn2168-2194
dc.identifier.urihttps://hdl.handle.net/2117/386039
dc.language.isoeng
dc.relation.publisherversionhttps://ieeexplore.ieee.org/document/9755068
dc.rights.accessOpen Access
dc.rights.licensenameAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectÀrees temàtiques de la UPC::Informàtica::Aplicacions de la informàtica::Aplicacions informàtiques a la física i l‘enginyeria
dc.subject.lcshElectromyography
dc.subject.lemacElectromiografia
dc.subject.otherChronic obstructive pulmonary disease
dc.subject.otherDisease severity
dc.subject.otherElectromyography
dc.subject.otherHealthy volunteers
dc.subject.otherMechanomyography
dc.subject.otherRespiratory mechanics
dc.subject.otherRespiratory muscles
dc.titleNoninvasive assessment of neuromechanical and neuroventilatory coupling in COPD
dc.typeArticle
dspace.entity.typePublication
local.citation.authorLozano, M.; Estrada, L.; Blanco, M.; Moxham, J.; Rafferty, G.; Torres, A.; Jane, R.
local.citation.endingPage3396
local.citation.number7
local.citation.publicationNameIEEE Journal of Biomedical and Health Informatics
local.citation.startingPage3385
local.citation.volume26
local.identifier.drac35257161

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