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Observational Study
. 2020 Nov;26(11):1525-1536.
doi: 10.1016/j.cmi.2020.07.024. Epub 2020 Aug 4.

Characteristics and predictors of death among 4035 consecutively hospitalized patients with COVID-19 in Spain

Juan Berenguer  1 Pablo Ryan  2 Jesús Rodríguez-Baño  3 Inmaculada Jarrín  4 Jordi Carratalà  5 Jerónimo Pachón  6 María Yllescas  7 José Ramón Arriba  8 COVID-19@Spain Study GroupFundación SEIMC-GESIDAHospital General Universitario Gregorio MarañónHospital Universitario La PazHospital Infanta LeonorComplejo Hospitalario Virgen de la SaludHospital Universitario Rafael MéndezHospital Universitario de CrucesHospital de MelillaHospital San Eloy de BarakaldoHospital Universitario Central de AsturiasHospital General Universitario de AlicanteHospital Virgen de la VictoriaHospital Universitario Puerto RealEOXI Pontevedra e SalnésHospital de FigueresHospital Sant Jaume de CalellaHospital del MarHospital Virgen de la ArrixacaHospital de Can MissesHospital de SaguntoHospital Clínico San CecilioHospital Universitario Príncipe de AsturiasParc Sanitari Sant Joan de DéuHospital Nuestra Señora de GraciaHC Marbella Internacional HospitalHospital La PrincesaHospital Josep TruetaHospital Dos de MaigHospital Arnau de Vilanova-LliriaHospital General Universitario de ElcheHospital Clínico Universitario de ValenciaComplejo Asistencial de ÁvilaHospital Comarcal de AlcañizHospital Universitario Marqués de ValdecillaHospital Quiron-Salud de TorreviejaHospital Universitario Miguel ServetSCIAS, Hospital de BarcelonaFundación Hospital Universitario AlcorcónHospital Álvaro CunqueiroComplejo Asistencial Universitario de SalamancaHospital Universitario Severo OchoaHospital CIMA-SanitasHospital HLA InmaculadaHospital Universitario Rio HortegaHospital de GuadalajaraHospital Universitario Infanta SofíaHospital Comarcal de BlanesHospital Universitari de Tarragona Joan XXIIIHospital Universitario BasurtoHospital Universitario de CanariasHospital Universitario de Gran Canaria Dr NegrínHospital Son EspasesHospital Universitario de MóstolesComplejo Hospitalario Universitario A CoruñaHospital Costa del SolHospital Clínico Universitario Lozano BlesaHospital Mutua de TerrassaHospital de la PlanaHospital Virgen de la Concha–Complejo Asistencial de ZamoraComplejo Hospitalario Universitario Insular Materno-InfantilHospital de la Marina BaixaHospital Universitario Virgen MacarenaHospital Universitari de BellvitgeHospital Universitario y Politécnico la FeHospital Universitario del VinalopóHospital de Sabadell (Parc Tauli)Hospital Clinic de BarcelonaHospital Universitario de la RiberaFundación Jiménez DíazHospital Clínico Universitario de ValladolidHospital Clínico San CarlosHospital Santa Creu i Sant PauClínica Universitaria de Navarra–Campus MadridHospital Son LlatzerHospital General de la Defensa Gómez UllaHospital Universitario de ÁlavaHospital Santos ReyesHospital Dr José Molina OrosaHospital Vall d’HebrónHospital Universitario Rey Juan CarlosComplejo Hospitalario Universitario Santa LucíaHospital Santa BárbaraComplejo Hospitalario Universitario de FerrolHospital de l'Esperit SantHospital Universitario los Arcos del Mar MenorHospital HLA Universitario MoncloaHospital Virgen del PuertoHospital Marina Salud de DéniaHospital Universitario de JerezHospital Reina Sofía de TudelaHospital Clínico Universitario de Santiago de CompostelaHospital Universitario del HenaresHospital Universitario Lucus AugustiHospital de DonostiaHospital de Urduliz Alfredo EspinosaHospital de MendaroHospital Juan Ramón JiménezHospital de Tortosa Virgen de la CintaHospital RiotintoHospital Vega BajaHospital Puerta de HierroHospital Universitario de GetafeHospital General de la PalmaHospital El BierzoFundación Hospital de CalahorraHospital Alto DebaHospital Universitario San Juan de AlicanteHospital de GuadarramaHospital Universitario de JaénHospital de MataróHospital de PalamósHospital Universitario de ValmeClínica Universitaria de Navarra–Campus NavarraHospital Clínica BenidormHospital Doce de OctubreHospital Universitario Virgen del RocíoHospital Universitario Ramón y CajalHospital Universitario San PedroHospital Quirón A CoruñaHM SanchinarroHospital Francesc de BorjaComplejo Hospitalario Universitario Nuestra Señora de La CandelariaHospital Universitario HM MontepríncipeHospital Universitario HM Puerta del SurHospital Universitario HM TorrelodonesHospital Universitario HM MadridHospital Don Benito-Villanueva de la SerenaHospital de ViladecansCentro Nacional de Epidemiología
Collaborators, Affiliations
Observational Study

Characteristics and predictors of death among 4035 consecutively hospitalized patients with COVID-19 in Spain

Juan Berenguer et al. Clin Microbiol Infect. 2020 Nov.

Abstract

Objectives: To analyse the characteristics and predictors of death in hospitalized patients with coronavirus disease 2019 (COVID-19) in Spain.

Methods: A retrospective observational study was performed of the first consecutive patients hospitalized with COVID-19 confirmed by real-time PCR assay in 127 Spanish centres until 17 March 2020. The follow-up censoring date was 17 April 2020. We collected demographic, clinical, laboratory, treatment and complications data. The primary endpoint was all-cause mortality. Univariable and multivariable Cox regression analyses were performed to identify factors associated with death.

Results: Of the 4035 patients, male subjects accounted for 2433 (61.0%) of 3987, the median age was 70 years and 2539 (73.8%) of 3439 had one or more comorbidity. The most common symptoms were a history of fever, cough, malaise and dyspnoea. During hospitalization, 1255 (31.5%) of 3979 patients developed acute respiratory distress syndrome, 736 (18.5%) of 3988 were admitted to intensive care units and 619 (15.5%) of 3992 underwent mechanical ventilation. Virus- or host-targeted medications included lopinavir/ritonavir (2820/4005, 70.4%), hydroxychloroquine (2618/3995, 65.5%), interferon beta (1153/3950, 29.2%), corticosteroids (1109/3965, 28.0%) and tocilizumab (373/3951, 9.4%). Overall, 1131 (28%) of 4035 patients died. Mortality increased with age (85.6% occurring in older than 65 years). Seventeen factors were independently associated with an increased hazard of death, the strongest among them including advanced age, liver cirrhosis, low age-adjusted oxygen saturation, higher concentrations of C-reactive protein and lower estimated glomerular filtration rate.

Conclusions: Our findings provide comprehensive information about characteristics and complications of severe COVID-19, and may help clinicians identify patients at a higher risk of death.

Keywords: COVID-19; Coronavirus; Pneumonia; Respiratory distress syndrome; SARS-CoV-2.

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Figures

Image 1
Graphical abstract
Fig. 1
Fig. 1
(A) Distribution of hospitalized patients with coronavirus disease 2019 (COVID-19) stratified by age and sex. (B) Mortality of patients with COVID-19 stratified by age and sex.
Fig. 2
Fig. 2
Univariable (A) and multivariable (B) Cox proportional hazards model of variables associated with death. CRP, C-reactive protein; eGFR, estimated glomerular filtration rate; INR, international normalized ratio; N/L, neutrophil-to-lymphocyte ratio; WBC, white blood cell count.
Fig. 3
Fig. 3
Kaplan-Meier plots for death according to age (A) and sex (B).

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