Mostra el registre d'ítem simple

dc.contributor.authorTurino, Cecilia
dc.contributor.authorBertrán, Sandra
dc.contributor.authorGavaldà Mestre, Ricard
dc.contributor.authorTeixidó, Ivan
dc.contributor.authorWoehrle, Holger
dc.contributor.authorRué, Montserrat
dc.contributor.authorSolsona, Francesc
dc.contributor.authorEscarrabill, Joan
dc.contributor.authorColls, Cristina
dc.contributor.authorGarcía Altés, Anna
dc.contributor.authorBatlle, Jordi de
dc.contributor.authorSánchez de la Torre, Manuel
dc.contributor.authorBarbé, Ferran
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.date.accessioned2017-10-25T08:17:33Z
dc.date.available2017-10-25T08:17:33Z
dc.date.issued2017-09-21
dc.identifier.citationTurino, C., Bertrán, S., Gavaldà, R., Teixidó, I., Woehrle, H., Rué, M., Solsona, F., Escarrabill, J., Colls, C., García, A., Batlle, J. de, Sánchez, M., Barbé, F. Characterization of the CPAP-treated patient population in Catalonia. "PLoS one", 21 Setembre 2017, vol. 12, p. 1-12.
dc.identifier.issn1932-6203
dc.identifier.urihttp://hdl.handle.net/2117/109111
dc.description.abstractThere are different phenotypes of obstructive sleep apnoea (OSA), many of which have not been characterised. Identification of these different phenotypes is important in defining prognosis and guiding the therapeutic strategy. The aim of this study was to characterise the entire population of continuous positive airway pressure (CPAP)-treated patients in Catalonia and identify specific patient profiles using cluster analysis. A total of 72,217 CPAP-treated patients who contacted the Catalan Health System (Cat-Salut) during the years 2012 and 2013 were included. Six clusters were identified, classified as “Neoplastic patients” (Cluster 1, 10.4%), “Metabolic syndrome patients” (Cluster 2, 27.7%), “Asthmatic patients” (Cluster 3, 5.8%), “Musculoskeletal and joint disorder patients” (Cluster 4, 10.3%), “Patients with few comorbidities” (Cluster 5, 35.6%) and “Oldest and cardiac disease patients” (Cluster 6, 10.2%). Healthcare facility use and mortality were highest in patients from Cluster 1 and 6. Conversely, patients in Clusters 2 and 4 had low morbidity, mortality and healthcare resource use. Our findings highlight the heterogeneity of CPAP-treated patients, and suggest that OSA is associated with a different prognosis in the clusters identified. These results suggest the need for a comprehensive and individualised approach to CPAP treatment of OSA.
dc.format.extent12 p.
dc.language.isoeng
dc.rightsAttribution 3.0 Spain
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Informàtica::Aplicacions de la informàtica
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística aplicada::Estadística biosanitària
dc.subject.lcshCluster analysis
dc.subject.lcshSleep apnea syndromes
dc.subject.otherObstructive sleep-apnea
dc.subject.otherPositive airway pressure
dc.subject.otherCardiovascular events
dc.titleCharacterization of the CPAP-treated patient population in Catalonia
dc.typeArticle
dc.subject.lemacAnàlisi de conglomerats
dc.subject.lemacSíndromes d'apnea del son
dc.contributor.groupUniversitat Politècnica de Catalunya. LARCA - Laboratori d'Algorísmia Relacional, Complexitat i Aprenentatge
dc.identifier.doi10.1371/journal.pone.0185191
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttp://journals.plos.org/plosone/article?id=10.1371/journal.pone.0185191
dc.rights.accessOpen Access
local.identifier.drac21563356
dc.description.versionPostprint (published version)
local.citation.authorTurino, C.; Bertrán, S.; Gavaldà, R.; Teixidó, I.; Woehrle, H.; Rué, M.; Solsona, F.; Escarrabill, J.; Colls, C.; García, A.; Batlle, J. de; Sánchez, M.; Barbé, F.
local.citation.publicationNamePLoS one
local.citation.volume12
local.citation.startingPage1
local.citation.endingPage12
dc.identifier.pmid28934303


Fitxers d'aquest items

Thumbnail

Aquest ítem apareix a les col·leccions següents

Mostra el registre d'ítem simple