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dc.contributor.authorCano Escalera, Guillermo
dc.contributor.authorGraña Romay, Manuel María
dc.contributor.authorIrazusta Astiazaran, Jon ORCID
dc.contributor.authorLabayen Goñi, Idoya ORCID
dc.contributor.authorGonzález Pinto Arrillaga, Ana María ORCID
dc.contributor.authorBesga Basterra, Ariadna
dc.date.accessioned2023-05-18T13:36:28Z
dc.date.available2023-05-18T13:36:28Z
dc.date.issued2023-04-24
dc.identifier.citationJournal of Clinical Medicine 12(9) : (2023) // Article ID 3103es_ES
dc.identifier.issn2077-0383
dc.identifier.urihttp://hdl.handle.net/10810/61159
dc.description.abstractBackground: Frailty is characterized by a progressive decline in the physiological functions of multiple body systems that lead to a more vulnerable condition, which is prone to the development of various adverse events, such as falls, hospitalization, and mortality. This study aims to determine whether frailty increases mortality compared to pre-frailty and to identify variables associated with a higher risk of mortality. Materials: Two cohorts, frail and pre-frail subjects, are evaluated according to the Fried phenotype. A complete examination of frailty, cognitive status, comorbidities and pharmacology was carried out at hospital admission and was extracted through electronic health record (EHR). Mortality was evaluated from the EHR. Methods: Kaplan–Meier estimates of survival probability functions were calculated at two years censoring time for frail and pre-frail cohorts. The log-rank test assessed significant differences between survival probability functions. Significant variables for frailty (p < 0–05) were extracted by independent sample t-test. Further selection was based on variable significance found in multivariate logistic regression discrimination between frail and pre-frail subjects. Cox regression over univariate t-test-selected variables was calculated to identify variables associated with higher proportional hazard risks (HR) at two years. Results: Frailty is associated with greater mortality at two years censoring time than pre-frailty (log-rank test, p < 0.0001). Variables with significant (p < 0.05) association with mortality identified in both cohorts (HR 95% (CI in the frail cohort) are male sex (0.44 (0.29–0.66)), age (1.05 (1.01–1.09)), weight (0.98 (0.96–1.00)), and use of proton-pump inhibitors (PPIs) (0.60 (0.41–0.87)). Specific high-risk factors in the frail cohort are readmission at 30 days (0.50 (0.33–0.74)), SPPB sit and stand (0.62 (0.45–0.85)), heart failure (0.67 (0.46–0.98)), use of antiplatelets (1.80 (1.19–2.71)), and quetiapine (0.31 (0.12–0.81)). Specific high-risk factors in the pre-frail cohort are Barthel’s score (120 (7.7–1700)), Pfeiffer test (8.4; (2.3–31)), Mini Nutritional Assessment (MNA) (1200 (18–88,000)), constipation (0.025 (0.0027–0.24)), falls (18,000 (150–2,200,000)), deep venous thrombosis (8400 (19–3,700,000)), cerebrovascular disease (0.01 (0.00064–0.16)), diabetes (360 (3.4–39,000)), thyroid disease (0.00099 (0.000012–0.085)), and the use of PPIs (0.062 (0.0072–0.54)), Zolpidem (0.000014 (0.0000000021–0.092)), antidiabetics (0.00015 (0.00000042–0.051)), diuretics (0.0003 (0.000004–0.022)), and opiates (0.000069 (0.00000035–0.013)). Conclusions: Frailty is associated with higher mortality at two years than pre-frailty. Frailty is recognized as a systemic syndrome with many links to older-age comorbidities, which are also found in our study. Polypharmacy is strongly associated with frailty, and several commonly prescribed drugs are strongly associated with increased mortality. It must be considered that frail patients need coordinated attention where the diverse specialist taking care of them jointly examines the interactions between the diversity of treatments prescribed.es_ES
dc.description.sponsorshipThe work in this paper has been partially supported by FEDER funds for the MICIN project PID2020-116346GB-I00, and 2016111138 of the health funding program of the Basque Government. The author M.G. has received research funds from the Basque Government as the head of the Grupo de Inteligencia Computacional, Universidad del Pais Vasco, UPV/EHU since 2007 until 2025. The current code for the grant is IT1689-22. Additionally, the authors are participating in Elkartek projects KK-2022/00051 and KK-2021/00070.es_ES
dc.language.isoenges_ES
dc.publisherMDPIes_ES
dc.relationinfo:eu-repo/grantAgreement/MICINN/PID2020-116346GB-I00es_ES
dc.rightsinfo:eu-repo/semantics/openAccesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectfrailtyes_ES
dc.subjectfrailes_ES
dc.subjectpre-frailes_ES
dc.subjectfried frailty scalees_ES
dc.subjectmortalityes_ES
dc.subjectsurvivales_ES
dc.titleMortality Risks after Two Years in Frail and Pre-Frail Older Adults Admitted to Hospitales_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.date.updated2023-05-12T12:36:42Z
dc.rights.holder© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/).es_ES
dc.relation.publisherversionhttps://www.mdpi.com/2077-0383/12/9/3103es_ES
dc.identifier.doi10.3390/jcm12093103
dc.departamentoesCiencia de la computación e inteligencia artificial
dc.departamentoesFisiología
dc.departamentoesMedicina
dc.departamentoesNeurociencias
dc.departamentoeuKonputazio zientziak eta adimen artifiziala
dc.departamentoeuFisiologia
dc.departamentoeuMedikuntza
dc.departamentoeuNeurozientziak


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© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/).
Except where otherwise noted, this item's license is described as © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/).