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Ramos-Rincón JM, Ventura PS, Casas-Rojo JM, Mauri M, Bermejo CL, de Latierro AO, Rubio-Rivas M, Mérida-Rodrigo L, Pérez-Casado L, Barrientos-Guerrero M, Giner-Galvañ V, Gallego-Lezaun C, Milián AH, Manzano L, Blázquez-Encinar JC, Solís-Marquínez MN, García MG, Lobo-García J, Valente VAR, Roig-Martí C, León-Téllez M, Tellería-Gómez P, González-Juárez MJ, Gómez-Huelgas R, López-Escobar A, Bermejo CL, Núñez-Cortés JM, Santos JMA, Huelgas RG, Corbella X, Pérez FF, Homs N, Montero A, Mora-Luján JM, Rubio-Rivas M, Bandera VA, Alegría JG, Jiménez-García N, del Pino JL, Escalante MDM, Romero FN, Rodriguez VN, Sierra JO, de Blas PA, Cañas CA, Ayuso B, Morejón JB, Escudero SC, Frías MC, Tejido SC, de Miguel Campo B, Pedroche CD, Simon RD, Reyne AG, Veganzones LI, Huerta LJ, Blanco AL, Gonzalo JL, Lora-Tamayo J, Bermejo CL, de la Calle GM, Godoy RM, Perpiña BO, Ruiz DP, Fernández MS, Montes JT, Suárez AMÁ, Vergés CD, Martínez RFM, Aizpuru EMF, Carrasco AG, Amezua CH, Caleya JFL, Martínez DL, del Mar Martínez López M, Zapico AM, Iscar CO, Casado LP, Martínez MLT, Chamorro LMT, Casas LA, de Oña ÁA, Beato RA, Gonzalo LA, Muñoz JA, Oblitas CMA, García CA, Cebrián MB, Corral JB, Guerrero MB, Estrada ADB, Moreno MC, Fernández PC, Carrillo R, Pérez SC, Muñoz EC, Moreno ADC, Carvajal MCC, de Santos S, Gómez AE, Carracedo EF, Jenaro MMFM, Valle FG, Garcia A, Fernandez-Bravo IG, Leoni MEG, Antúnez MG, Narciso CGS, Gurjian AA, Ibáñez LJ, Olleros CL, Mendo CL, García SL, Jimeno VM, Nohales CM, Núñez-Cortés JM, Ledesma SM, Míguez AM, Delgado CM, Ortega LO, Sánchez SP, Virto AP, Sanz MTP, Llorente BP, Ruiz SP, Fernández-Llamazares GS, Macías MT, Samaniego NT, do Rego AT, Garcia MVV, Villarreal G, Etayo MZ, Lara RA, Fernandez IC, García JCC, García García GM, Granados JG, Sánchez BG, Periáñez FJM, Perez MJP, Pérez JLB, Méndez MLS, Rivera NA, Vieitez AC, del Corral Beamonte E, Manglano JD, Mera IF, del Mar Garcia Andreu M, Aseguinolaza MG, Lezaun CG, Laorden CJ, Murgui RM, Sanz MTM, Ayala-Gutiérrez MM, López RB, Fonseca JB, Buonaiuto VA, Martínez LFC, Palacios LC, Muriel CC, de Windt F, Christophel ATFT, Ocaña PG, Huelgas RG, García JG, Oliver JAH, Jansen-Chaparro S, López-Carmona MD, Quirantes PL, Sampalo AL, Lorenzo-Hernández E, Sevilla JJM, Carmona JM, Pérez-Belmonte LM, de Pedro IP, Pineda-Cantero A, Gómez CR, Ricci M, Cánovas JS, Troncoso JÁ, Fernández FA, Quintana FB, Arenzana CB, Molina SC, Candalija AC, Bengoa GD, de Gea Grela A, de Lorenzo Hernández A, Vidal AD, Capitán CF, Iglesias MFG, Muñoz BG, Gil CRH, Martínez JMH, Hontañón V, Hernández MJJ, Lahoz C, Calvo CM, Gutiérrez JCM, Prieto MM, Robles EM, Saldaña AM, Fernández AM, Prieto JMM, Mozo AN, López CMO, Peláez EP, Pampyn MP, Simón MAQ, Ramos Ramos JC, Ruperto LR, Purificación AS, Bueso TS, Torre RS, Abanedes CIS, Tabares YU, Mayoral MV, Manau JV, del Carmen Beceiro Abad M, Romero MAF, Castro SM, Guillan EMP, Nuñez MP, Fontan PMP, de Larriva APA, Espinal PC, Lista JD, Fuentes-Jiménez F, del Carmen Guerrero Martínez M, Vázquez MJG, Torres JJ, Pérez LL, López-Miranda J, Piedra LM, Orge MM, Vinagre JP, Pérez-Martinez P, Vílchez MER, Martínez AR, Cabrera JLR, Torres-Peña JD, Tomás MA, Balaz D, Tur DB, Navarro RC, Pérez PC, Redondo JC, White ED, Espínola ME, Del Barrio LE, Atiénzar PJE, Cervera CG, Núñez DFG, Navarro FG, Galvañ VG, Uranga AG, Martínez JG, Isasi IH, Villar LL, Sempere VM, Cruz JMN, Fernández SP, García JJP, Pleguezuelos RP, Pérez AR, Ripoll JMS, Mira AS, Wikman-Jorgensen P, Ayllón JAA, Artero A, del Mar Carmona Martín M, Valls MJF, de Mar Fernández Garcés M, Belda ABG, Cruz IL, López MM, Sanchis EM, Gandia JM, Roger LP, Belmonte AMP, García AV, Eisenhofer AA, Milla AA, Pérez IB, Gutiérrez LB, Garay JB, Parra JC, Díaz AC, Da Silva EC, Hernández MC, Díaz RC, Sánchez MJC, Gozalo CC, Martínez VCM, Doblado LD, de la Fuente Moral S, de Santiago AD, Yagüe ID, Velasco ID, Duca AM, del Campo PD, López GE, Palomo EE, Cruz AF, Gómez AG, Prieto SG, Revilla BG, Viejo MÁG, Irusta JG, Merino PG, Abreu EVG, Martín IG, Rojas ÁG, Villanueva AG, Jiménez JH, Estéllez FI, del Estal PL, Sáiz MCM, de Mendoza Fernández C, Urbistondo MM, Vera FM, Seirul-lo MM, Pita SM, Sánchez PAM, Hernández EM, Vargas AM, Concha VMT, De La Torre IM, Rubio EM, de Benito RM, Serrano AM, Palomo PN, Pascual IP, Martín-Vegue AJR, Martínez AR, Olleros CR, Montaud AR, Pizarro YR, García SR, de Domingo DR, Ortiz DS, Chica ES, Almena IS, Martin ES, Chen YT, de Ureta PT, Alijo ÁV, Comendador JMV, Núñez JAV, Yeguas IA, Gómez JA, Cuchillo JB, López IB, Clotet NC, Elías AEC, Manuel EC, de Luque CMC, Benbunan CC, Vilan LD, Hernández CD, Peralta EED, Pérez VE, Fernandez-Castelao S, Saavedra MOF, Klepzig JLG, del Rosario Iguarán Bermúdez M, Ferrer EJ, Rodríguez AM, de Pedro AM, Sánchez RÁM, Bailón MM, Álvarez SM, Orantos MJN, Mata CO, García EO, Mata DO, González CO, Perez-Somarriba J, Mateos PP, Muñoz MER, Regaira XR, Gallardo LMR, Fornie IS, Botrán AS, Robles MS, Urbano ME, González AMV, Martínez MV, Monge Monge D, Pasos EMF, García AV, Comet LS, Giménez LL, Samper UA, Repiso GA, Bruñén JMG, Barrio ML, Martínez MAC, Igual JJG, Fenoll RG, García MA, Monge EA, Rodríguez JÁ, Varela CA, Gòdia MB, Molina MB, Vega MB, Curbelo J, de las Heras Moreno A, Godoy ID, Alvarez ACE, Martín-Caro IF, López-Mosteiro AF, Marquez GG, Blanco MJG, del Álamo Hernández YG, Encina CGR, González NG, Rodríguez CG, Martín NLS, Báez MM, Delgado CM, Caballero PP, Serrano JP, Rodríguez LR, Cortés PR, Franco CR, Roy-Vallejo E, Vega MR, Lloret AS, Moreno BS, Alba MS, Ballesteros JS, Somovilla A, Fernández CS, Tirado MV, Marti AV, Pareja JFP, Fraile IP, Blanco AM, del Castillo Cantero R, López JLV, Lorite IR, Martínez RF, García IS, Rangel LS, Álvarez AA, Juarros OA, López AA, Castiñeira CC, Calviño AC, Sánchez MC, Varela RF, Castro SJF, Trigo AP, Jarel RP, Varea FR, Freán IR, Alonso LR, Pensado FJS, Porto DV, Saavedra CC, Gómez JF, López BG, Garrido MSH, Amorós AIL, Gil SL, de los Reyes Pascual Pérez M, Perea NR, García AT, Lobo JA, Casanovas LF, Amigo JL, Fernández MM, Bermúdez IO, Fernández MP, Rhyman N, Piqueras NV, Pedrajas JNA, García AM, Vargas I, Jiménez IA, González MC, Cobos-Siles M, Corral-Gudino L, Cubero-Morais P, Fernández MG, González JPM, Dehesa MP, Espinosa PS, Blanco SC, Gamboa JOM, Mosteiro CS, Asiain AS, Santos JMA, Barrera ABB, Vela BB, Muiño CB, Fernández CB, Hernáiz RC, López IC, Rojo JMC, Troncoso AC, Romano PC, Deodati F, Santiago AE, Sánchez GGC, Guijarro EG, Sánchez FJG, de la Torre PG, de Guzmán García-Monge M, Luordo D, González MM, Bermejo JAM, Valverde CP, Quero JLP, Rojas FR, García LR, Gonzalo ES, Muñoz FJT, de la Sota JV, Martínez JV, Gómez MG, Sánchez PR, Gonzalez GA, Iraurgi AL, Arostegui AA, Martínez PA, Fernández IMP, Becerro EM, Jiménez AI, Núñez CV, López MA, López EG, Losada MSA, Estévez BR, Muñoz AMA, Fernández MB, Cano V, Moreno RC, Garcia-Tenorio FC, Nájera BDT, González RE, Butenegro MPG, Díez AG, Caverzaschi VG, Pedraza PMG, Moraleja JG, Carvajal RH, Aranda PJ, González RL, Caparachini ÁL, Castañeyra PL, Ancin AL, Garcia JDM, Romero CM, Saiz MJM, Moríñigo HM, Nicolás GM, Platon EM, Oliveri F, Ortiz Ortiz E, Rafael RP, Galán PR, Berrocal MAS, de Ávila VSR, Sierra PT, Aranda YU, Clemente JV, Bergua CY, de la Peña Fernández A, Milián AH, Manrique MA, Erdozain AC, Ruiz ALI, Luque FJB, Carrasco-Sánchez FJ, de-Sousa-Baena M, Leal JD, Rubio AE, Huertas MF, Bravo JAG, Macías AG, Jiménez EG, Jiménez AH, Quintero CL, Reguera CM, Marcos FJM, Beamud FM, Pérez-Aguilar M, Jiménez AP, Castaño VR, dedel AlcazarRío AS, Ruiz LT, González DA, de Zabalza IAP, Hernández SA, Sáenz JC, Dendariena B, del Mazo MG, de Narvajas Urra IM, Hernández SM, Fernández EM, Somovilla JLP, Pejenaute ER, Rodríguez-Solís JB, Osorio LC, del Pilar Fidalgo Montero M, Soriano MIF, Rincón EEL, Hermida AM, Carrilero JM, Santiago JÁP, Robledo MS, Rojas PS, Yebes NJT, Vento V, Vaca LFA, Arnanz AA, García OA, González MB, Sanz PB, Llisto AC, de Pedro Baena S, Del Hoyo Cuenda B, Fabregate-Fuente M, Osorio MAG, Sánchez IG, García AG, Cisneros OAL, Manzano L, Martínez-Lacalzada M, Ortiz BM, Rey-García J, González ER, Díaz CS, Fajardo GS, Carantoña CS, Viteri-Noël A, Zhilina Zhilina S, Claudio GMA, Rodríguez VB, Muñoz CC, Pérez AC, Orbes MVC, Sánchez DE, Revuelta SI, Martín MM, González JIM, Oterino JÁM, Alonso LM, Balbuena SP, García MLP, Prados AR, Rodríguez-Alonso B, Alegría ÁR, Ledesma MS, Pérez RJT, Encinar JCB, Cilleros CM, Martínez IJ, Delange TG, González RF, Noya AG, Ceron CH, Avanzini II, Diez AL, Mato PL, Vizcaya AML, Benítez DP, Zemsch MMP, Expósito LP, Bar MP, González LR, Lara LR, Cabañero D, Ballester MC, Fernández PC, Sánchez RG, Escrig MJ, Amela CM, Gómez LP, Navarro CP, Parra JAT, de Almeida CT, Villarejo MEF, Calvo VP, Otero SP, López BG, Frías CA, Romero VM, Pérez LA, Velado EM, González RA, Boixeda R, Fernández Fernández J, Mármol CL, Navarro MP, Guzmán AR, Fustier AS, Castro JL, Reboiro MLL, González CS, Sala ER, Izuel JMP, Zamrani ZK, Diaz HA, Lopez TD, Pego EM, Pérez CM, Ferro AP, Trigo SS, Sambade DS, Ferrin MT, del Carmen Vázquez Friol M, Maneiro LV, Rodríguez BC, Espartero MEG, Rivas LM, de la Sierra Navas Alcántara M, Tirado-Miranda R, Marquínez MNS, García VA, Suárez DB, Arenas NG, García PM, Copa DC, García AÁ, Álvarez JC, Calderón MJM, Noriega RG, Rubia MC, García JL, Martínez LT, Celeiro JF, Aguilar DEO, Riesco IM, Bécares JV, Mateos AB, García AAT, Casamayor JD, Silvera DG, Díaz AA, Carballo CH, Tejera A, Prieto MJM, Muñoz MBM, Del Arco Delgado JM, Díaz DR, Feria MB, Herrera Herrera FJ, de la Luz Padilla Salazar M, Luis RH, Ledezma EMC, del Mar López Gámez M, Hernández LT, Pérez SC, García SGA, Gainett GC, Hidalgo AG, Daza JM, Peraza MH, Santos RA, Bernabeu-Wittel M, Suárez SR, Nieto M, Miranda LG, Mancera RMG, Torre FE, Quiles CH, Guzmán CC, de la Cuesta JD, Vega JET, del Carmen López Ríos M, Jiménez PD, Franco BB, de Juan CJ, Rivero SG, Tenllado JL, Lara VA, Estrada AG, Ena J, Segado JEG, Ferrer RG, Lorenzo VG, Arroyo RM, García MG, Hernández FJV, González ÁLM, Montes BV, Die RMG, Molinero AM, Regidor MM, Díez RR, Sierra BH, García LFD, Acedo IEA, Cano CMS, García VH, Bernal BR, Jiménez JC, Bazán EC, Reniu AC, Grabalosa JR, Solà JF, De Boulle IC, Xancó CG, Núñez OR, Ripper CJ, Gutiérrez AG, Trallero LER, Novo MFA, Lecumberri JJN, Ruiz NP, Riancho J, García IS, Baena PC, Sevilla JE, Padilla LG, Ronquillo PG, Bustos PG, Botías MN, Taboada JR, Rodríguez MR, Alvarez VA, Suárez NM, Suárez SR, Díaz SS, Pérez LS, Gómez MF, Castaño CM, Rodríguez LM, Vázquez C, Estévanez IC, Gutiérrez CY, Sela MM, Cosío SF, Álvaro CMG, García JL, Piñeiro AP, Viera YC, Rodríguez LC, de Juan Alvarez C, Benitez GF, Escudero LG, Torres JM, Escriche PM, Canteli SP, Pérez MCR, Soler JA, Remolar MB, Álvarez AC, Carlotti DD, Gimeno MJE, Juana SF, López PG, Soler MTG, de la Sota DP, Castellanos GP, Catalán IP, Martí CR, Monzó PR, Padilla JR, Gaya NT, Blasco JU, Pascual MAM, Vidal LJ, Conesa AA, Rivas MCA, Alsina MH, Romero JM, Diez-Canseco AMU, Martínez FA, Vásquez EA, Stablé JCE, Belmonte AH, Peiró AM, Goñi RM, Castellanos MCP, Belda BS, Navarro DV, Lombraña AS, Ugartondo JC, Plaza ABM, Asensio AN, Alves BP, López NV, Téllez ML, Epelde F, Torrente I, Vasco PG, Santacruz AR, Muñoz AV, Giner MJE, Calvo-Sotelo AE, Sardón EG, González JG, Salazar LG, Garcia AA, Días IM, Gomez AS, Matos MC, Gaspar SN, Nieto AG, Méndez RG, Álvarez AR, Hernández OP, Ramírez AP, González MCM, Lorite MNN, Navarrete LG, Negrin JCA, González JFA, Jiménez I, Toledo PO, Ponce EM, Torres XTE, González SG, Fernández CN, Gómez PT, Gisbert OA, Llistosella MB, Casanova PC, Flores AG, Hinojo AG, Martínez AIM, del Carmen Nogales Nieves M, Austrui AR, Cervantes AZ, Castro VA, Lomba AMB, Aparicio RB, Morales MF, Villar JMF, Monteagudo MTL, García CP, Ferreira LR, Llovo DS, Feijoo MBV, Romero JAM, de Albornoz JLSC, Pérez MJS, Martín ES, Astrua TC, Giraldo PTG, Juárez MJG, Fernandez VM, Echevarry AVR, Arche JFV, Rivero MGR, Martínez AM, Bernad RV, Limia C, Fernández CA, Fernández AT, Fajardo LP, de Vega Santos T, Ruiz AL, Míguez HM. Validation of the RIM Score-COVID in the Spanish SEMI-COVID-19 Registry. Intern Emerg Med 2023; 18:907-915. [PMID: 36680737 PMCID: PMC9862219 DOI: 10.1007/s11739-023-03200-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 01/09/2023] [Indexed: 01/22/2023]
Abstract
The significant impact of COVID-19 worldwide has made it necessary to develop tools to identify patients at high risk of severe disease and death. This work aims to validate the RIM Score-COVID in the SEMI-COVID-19 Registry. The RIM Score-COVID is a simple nomogram with high predictive capacity for in-hospital death due to COVID-19 designed using clinical and analytical parameters of patients diagnosed in the first wave of the pandemic. The nomogram uses five variables measured on arrival to the emergency department (ED): age, sex, oxygen saturation, C-reactive protein level, and neutrophil-to-platelet ratio. Validation was performed in the Spanish SEMI-COVID-19 Registry, which included consecutive patients hospitalized with confirmed COVID-19 in Spain. The cohort was divided into three time periods: T1 from February 1 to June 10, 2020 (first wave), T2 from June 11 to December 31, 2020 (second wave, pre-vaccination period), and T3 from January 1 to December 5, 2021 (vaccination period). The model's accuracy in predicting in-hospital COVID-19 mortality was assessed using the area under the receiver operating characteristics curve (AUROC). Clinical and laboratory data from 22,566 patients were analyzed: 15,976 (70.7%) from T1, 4,233 (18.7%) from T2, and 2,357 from T3 (10.4%). AUROC of the RIM Score-COVID in the entire SEMI-COVID-19 Registry was 0.823 (95%CI 0.819-0.827) and was 0.834 (95%CI 0.830-0.839) in T1, 0.792 (95%CI 0.781-0.803) in T2, and 0.799 (95%CI 0.785-0.813) in T3. The RIM Score-COVID is a simple, easy-to-use method for predicting in-hospital COVID-19 mortality that uses parameters measured in most EDs. This tool showed good predictive ability in successive disease waves.
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Affiliation(s)
| | - Paula Sol Ventura
- Fundacio Institut d’Investigacio en Ciències de La Salut Germans Trias I Pujol (IGTP), 08916 Badalona, Spain
| | - José-Manuel Casas-Rojo
- Internal Medicine Department, Infanta Cristina University Hospital, Parla, 28981 Madrid, Spain
| | - Marc Mauri
- Data Scientist, Kaizen AI, Barcelona, Spain
| | | | | | - Manuel Rubio-Rivas
- Department of Internal Medicine, Bellvitge University Hospital, Hospitalet de Llobregat, Barcelona, Spain
| | | | | | | | - Vicente Giner-Galvañ
- Internal Medicine Department. Hospital, Clínico Universitario de Sant Joan d’Alacant, Alicante, Spain
| | | | | | - Luis Manzano
- Internal Medicine Department, Ramón y Cajal University Hospital, Madrid, Spain
| | | | | | | | | | | | | | | | | | | | - Ricardo Gómez-Huelgas
- Internal Medicine Department, Regional University Hospital of Málaga, Biomedical Research Institute of Málaga (IBIMA), University of Málaga (UMA), Málaga, Spain
| | - Alejandro López-Escobar
- Pediatrics Department, Clinical Research Unit, Hospital Universitario Vithas Madrid La Milagrosa, Fundación Vithas. Madrid, Madrid, Spain
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Abumayyaleh M, Nuñez-Gil IJ, El-Battrawy I, Estrada V, Becerra-Muñoz VM, Uribarri A, Fernández-Rozas I, Feltes G, Arroyo-Espliguero R, Trabattoni D, López Pais J, Pepe M, Romero R, Ortega-Armas ME, Bianco M, Astrua TC, D'Ascenzo F, Fabregat-Andres O, Ballester A, Marín F, Buonsenso D, Sanchez-Gimenez R, Weiß C, Fernandez Perez C, Fernández-Ortiz A, Macaya C, Akin I. Sepsis of Patients Infected by SARS-CoV-2: Real-World Experience From the International HOPE-COVID-19-Registry and Validation of HOPE Sepsis Score. Front Med (Lausanne) 2021; 8:728102. [PMID: 34805199 PMCID: PMC8603931 DOI: 10.3389/fmed.2021.728102] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 09/06/2021] [Indexed: 01/08/2023] Open
Abstract
Background: Patients with sepsis with a concomitant coronavirus (COVID-19) infection are related to a high morbidity and mortality rate. We investigated a large cohort of patients with sepsis with a concomitant COVID-19, and we developed a risk score for the estimation of sepsis risk in COVID-19. Methods: We conducted a sub-analysis from the international Health Outcome Predictive Evaluation Registry for COVID-19 (HOPE-COVID-19-Registry, NCT04334291). Out of 5,837 patients with COVID-19, 624 patients were diagnosed with sepsis according to the Sepsis-3 International Consensus. Results: In multivariable analysis, the following risk factors were identified as independent predictors for developing sepsis: current smoking, tachypnoea (>22 breath per minute), hemoptysis, peripheral oxygen saturation (SpO2) <92%, blood pressure (BP) (systolic BP <90 mmHg and diastolic BP <60 mmHg), Glasgow Coma Scale (GCS) <15, elevated procalcitonin (PCT), elevated troponin I (TnI), and elevated creatinine >1.5 mg/dl. By assigning odds ratio (OR) weighted points to these variables, the following three risk categories were defined to develop sepsis during admission: low-risk group (probability of sepsis 3.1-11.8%); intermediate-risk group (24.8-53.8%); and high-risk-group (58.3-100%). A score of 1 was assigned to current smoking, tachypnoea, decreased SpO2, decreased BP, decreased GCS, elevated PCT, TnI, and creatinine, whereas a score of 2 was assigned to hemoptysis. Conclusions: The HOPE Sepsis Score including nine parameters is useful in identifying high-risk COVID-19 patients to develop sepsis. Sepsis in COVID-19 is associated with a high mortality rate.
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Affiliation(s)
| | - Iván J Nuñez-Gil
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación, Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Ibrahim El-Battrawy
- University Medical Centre Mannheim, University of Heidelberg, Mannheim, Germany
| | - Vicente Estrada
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación, Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | | | - Aitor Uribarri
- Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | | | | | | | | | | | - Martino Pepe
- Azienda ospedaliero-universitaria consorziale policlinico di Bari, Bari, Italy
| | - Rodolfo Romero
- Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | | | - Matteo Bianco
- San Luigi Gonzaga University Hospital, Orbassano and Rivoli Infermi Hospital, Turin, Italy
| | | | | | | | | | - Francisco Marín
- Hospital Clínico Universitario Virgen de la Arrixaca, IMIB-Arrixaca, CIBERCV, Murcia, Spain
| | - Danilo Buonsenso
- Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | | | - Christel Weiß
- Department for Statistical Analysis, University Heidelberg, Mannheim, Germany
| | - Cristina Fernandez Perez
- Complejo Hospitalario Universitario de Santiago de Compostela Instituto para la Mejora de la Asistencia Sanitaria (IMAS Fundación), Spain
| | - Antonio Fernández-Ortiz
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación, Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Carlos Macaya
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación, Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Ibrahim Akin
- University Medical Centre Mannheim, University of Heidelberg, Mannheim, Germany
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El-Battrawy I, Nuñez-Gil IJ, Abumayyaleh M, Estrada V, Manuel Becerra-Muñoz V, Uribarri A, Fernández-Rozas I, Feltes G, Arroyo-Espliguero R, Trabattoni D, López-País J, Pepe M, Romero R, Castro-Mejía AF, Cerrato E, Capel Astrua T, D'Ascenzo F, Fabregat-Andres O, Signes-Costa J, Marín F, Buonsenso D, Bardají A, Jesús Tellez M, Fernández-Ortiz A, Macaya C, Akin I. COVID-19 and the impact of arterial hypertension-An analysis of the international HOPE COVID-19 Registry (Italy-Spain-Germany). Eur J Clin Invest 2021; 51:e13582. [PMID: 34409593 PMCID: PMC8420356 DOI: 10.1111/eci.13582] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 04/19/2021] [Accepted: 04/25/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND A systematic analysis of concomitant arterial hypertension in COVID-19 patients and the impact of angiotensin-converting-enzyme inhibitors (ACEI) or angiotensin receptor blockers (ARBs) have not been studied in a large multicentre cohort yet. We conducted a subanalysis from the international HOPE Registry (https://hopeprojectmd.com, NCT04334291) comparing COVID-19 in presence and absence of arterial hypertension. MATERIALS AND METHODS Out of 5837 COVID-19 patients, 2850 (48.8%) patients had the diagnosis arterial hypertension. 1978/2813 (70.3%) patients were already treated with ACEI or ARBs. The clinical outcome of the present subanalysis included all-cause mortality over 40 days of follow-up. RESULTS Patients with arterial hypertension suffered significantly more from different complications including respiratory insufficiency (60.8% vs 39.5%), heart failure (9.9% vs 3.1%), acute kidney injury (25.3% vs 7.3%), pneumonia (90.6% vs 86%), sepsis (14.7% vs 7.5%), and bleeding events (3.6% vs 1.6%). The mortality rate was 29.6% in patients with concomitant arterial hypertension and 11.3% without arterial hypertension (P < .001). Invasive and non-invasive respiratory supports were significantly more required in presence of arterial hypertension as compared without it. In the multivariate cox regression analysis, while age≥65, benzodiazepine, antidepressant at admission, elevated LDH or creatinine, respiratory insufficiency and sepsis might be a positive independent predictors of mortality, antiviral drugs, interferon treatment, ACEI or ARBs at discharge or oral anticoagulation at discharge might be an independent negative predictor of the mortality. CONCLUSIONS The mortality rate and in-hospital complications might be increased in COVID-19 patients with a concomitant history of arterial hypertension. The history of ACEI or ARBs treatments does not seem to impact the outcome of these patients.
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Affiliation(s)
| | - Ivan J Nuñez-Gil
- Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC, ), Universidad Complutense de Madrid, Madrid, Spain
| | | | - Vicente Estrada
- Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC, ), Universidad Complutense de Madrid, Madrid, Spain
| | | | - Aitor Uribarri
- Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | | | | | | | | | - Javier López-País
- Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Martino Pepe
- Azienda ospedaliero-universitaria consorziale policlinico di Bari, Bari, Italy
| | - Rodolfo Romero
- Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | | | - Enrico Cerrato
- Orbassano and Rivoli Infermi Hospital, San Luigi Gonzaga University Hospital, Rivoli Turin, Italy
| | | | | | | | | | - Francisco Marín
- Department of Cardiology, Hospital Clínico Universitario Virgen de la Arrixaca, IMIB-Arrixaca, CIBERCV, Murcia, Spain
| | - Danilo Buonsenso
- Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | | | - María Jesús Tellez
- Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC, ), Universidad Complutense de Madrid, Madrid, Spain
| | - Antonio Fernández-Ortiz
- Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC, ), Universidad Complutense de Madrid, Madrid, Spain
| | - Carlos Macaya
- Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC, ), Universidad Complutense de Madrid, Madrid, Spain
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Núñez-Gil IJ, Fernández-Pérez C, Estrada V, Becerra-Muñoz VM, El-Battrawy I, Uribarri A, Fernández-Rozas I, Feltes G, Viana-Llamas MC, Trabattoni D, López-País J, Pepe M, Romero R, Castro-Mejía AF, Cerrato E, Astrua TC, D'Ascenzo F, Fabregat-Andres O, Moreu J, Guerra F, Signes-Costa J, Marín F, Buosenso D, Bardají A, Raposeiras-Roubín S, Elola J, Molino Á, Gómez-Doblas JJ, Abumayyaleh M, Aparisi Á, Molina M, Guerri A, Arroyo-Espliguero R, Assanelli E, Mapelli M, García-Acuña JM, Brindicci G, Manzone E, Ortega-Armas ME, Bianco M, Trung CP, Núñez MJ, Castellanos-Lluch C, García-Vázquez E, Cabello-Clotet N, Jamhour-Chelh K, Tellez MJ, Fernández-Ortiz A, Macaya C. Mortality risk assessment in Spain and Italy, insights of the HOPE COVID-19 registry. Intern Emerg Med 2021; 16:957-966. [PMID: 33165755 PMCID: PMC7649104 DOI: 10.1007/s11739-020-02543-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 10/15/2020] [Indexed: 01/08/2023]
Abstract
Recently the coronavirus disease (COVID-19) outbreak has been declared a pandemic. Despite its aggressive extension and significant morbidity and mortality, risk factors are poorly characterized outside China. We designed a registry, HOPE COVID-19 (NCT04334291), assessing data of 1021 patients discharged (dead or alive) after COVID-19, from 23 hospitals in 4 countries, between 8 February and 1 April. The primary end-point was all-cause mortality aiming to produce a mortality risk score calculator. The median age was 68 years (IQR 52-79), and 59.5% were male. Most frequent comorbidities were hypertension (46.8%) and dyslipidemia (35.8%). A relevant heart or lung disease were depicted in 20%. And renal, neurological, or oncological disease, respectively, were detected in nearly 10%. Most common symptoms were fever, cough, and dyspnea at admission. 311 patients died and 710 were discharged alive. In the death-multivariate analysis, raised as most relevant: age, hypertension, obesity, renal insufficiency, any immunosuppressive disease, 02 saturation < 92% and an elevated C reactive protein (AUC = 0.87; Hosmer-Lemeshow test, p > 0.999; bootstrap-optimist: 0.0018). We provide a simple clinical score to estimate probability of death, dividing patients in four grades (I-IV) of increasing probability. Hydroxychloroquine (79.2%) and antivirals (67.6%) were the specific drugs most commonly used. After a propensity score adjustment, the results suggested a slight improvement in mortality rates (adjusted-ORhydroxychloroquine 0.88; 95% CI 0.81-0.91, p = 0.005; adjusted-ORantiviral 0.94; 95% CI 0.87-1.01; p = 0.115). COVID-19 produces important mortality, mostly in patients with comorbidities with respiratory symptoms. Hydroxychloroquine could be associated with survival benefit, but this data need to be confirmed with further trials. Trial Registration: NCT04334291/EUPAS34399.
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Affiliation(s)
- Iván J Núñez-Gil
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Prof Martin Lagos St., 28040, Madrid, Spain.
| | - Cristina Fernández-Pérez
- Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- Fundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Madrid, Spain
| | - Vicente Estrada
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Prof Martin Lagos St., 28040, Madrid, Spain
| | - Víctor M Becerra-Muñoz
- Unidad de Gestión Clínica Área del Corazón, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Universitario Virgen de La Victoria, Universidad de Málaga (UMA), Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Málaga, Spain
| | | | - Aitor Uribarri
- Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | | | | | | | | | - Javier López-País
- Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Martino Pepe
- Azienda Ospedaliero-Universitaria Consorziale Policlinico Di Bari, Bari, Italy
| | | | | | - Enrico Cerrato
- Cardiology Division, San Luigi Gonzaga University Hospital, Orbassano, Turin, Italy
- Rivoli Infermi Hospital, Rivoli, Turin, Italy
| | | | | | | | - José Moreu
- Complejo hospitalario de Toledo, Toledo, Spain
| | - Federico Guerra
- Cardiology and Arrhythmology Clinic, Ospedali Riuniti "Umberto I-Lancisi-Salesi", Ancona, Italy
| | - Jaime Signes-Costa
- Hospital Clínico Universitario, Incliva, Universidad de Valencia, Valencia, Spain
| | - Francisco Marín
- Hospital Clinico Universitario Virgen de la Arreixaca, Murcia, Spain
- IMIB-Arreixaca, Universidad de Murcia, Murcia, Spain
| | - Danilo Buosenso
- Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | | | | | - Javier Elola
- Fundación Instituto para la Mejora de la Asistencia Sanitaria (IMAS), Madrid, Spain
| | - Ángel Molino
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Prof Martin Lagos St., 28040, Madrid, Spain
| | - Juan J Gómez-Doblas
- Unidad de Gestión Clínica Área del Corazón, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Universitario Virgen de La Victoria, Universidad de Málaga (UMA), Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Málaga, Spain
| | | | - Álvaro Aparisi
- Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | | | | | | | | | - Massimo Mapelli
- Centro Cardiologico Monzino, IRCCS, Milan, Italy
- Department of Clinical Sciences and Community Health, Cardiovascular Section, University of Milan, Milan, Italy
| | - José M García-Acuña
- Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Gaetano Brindicci
- Azienda Ospedaliero-Universitaria Consorziale Policlinico Di Bari, Bari, Italy
| | | | | | - Matteo Bianco
- Cardiology Division, San Luigi Gonzaga University Hospital, Orbassano, Turin, Italy
| | | | - María José Núñez
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Prof Martin Lagos St., 28040, Madrid, Spain
| | | | - Elisa García-Vázquez
- Hospital Clinico Universitario Virgen de la Arreixaca, Murcia, Spain
- IMIB-Arreixaca, Universidad de Murcia, Murcia, Spain
| | - Noemí Cabello-Clotet
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Prof Martin Lagos St., 28040, Madrid, Spain
| | | | - María J Tellez
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Prof Martin Lagos St., 28040, Madrid, Spain
| | - Antonio Fernández-Ortiz
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Prof Martin Lagos St., 28040, Madrid, Spain
| | - Carlos Macaya
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Prof Martin Lagos St., 28040, Madrid, Spain
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Núñez-Gil IJ, Fernández-Ortiz A, Maroud Eid C, Huang J, Romero R, Becerra-Muñoz VM, Uribarri A, Feltes G, Trabatoni D, Fernandez-Rozas I, Viana-Llamas MC, Pepe M, Cerrato E, Bertaina M, Capel Astrua T, Alfonso E, Castro-Mejía AF, Raposeiras-Roubin S, D'Ascenzo F, Espejo Paeres C, Signes-Costa J, Bardaji A, Fernandez-Pérez C, Marin F, Fabregat-Andres O, Akin I, Estrada V, Macaya C. Underlying heart diseases and acute COVID-19 outcomes. Cardiol J 2020; 28:202-214. [PMID: 33346365 DOI: 10.5603/cj.a2020.0183] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 11/06/2020] [Accepted: 11/09/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The presence of any underlying heart condition could influence outcomes during the coronavirus disease 2019 (COVID-19). METHODS The registry HOPE-COVID-19 (Health Outcome Predictive Evaluation for COVID-19, NCT04334291) is an international ambispective study, enrolling COVID-19 patients discharged from hospital, dead or alive. RESULTS HOPE enrolled 2798 patients from 35 centers in 7 countries. Median age was 67 years (IQR: 53.0-78.0), and most were male (59.5%). A relevant heart disease was present in 682 (24%) cases. These were older, more frequently male, with higher overall burden of cardiovascular risk factors (hypertension, dyslipidemia, diabetes mellitus, smoking habit, obesity) and other comorbidities such renal failure, lung, cerebrovascular disease and oncologic antecedents (p < 0.01, for all). The heart cohort received more corticoids (28.9% vs. 20.4%, p < 0.001), antibiotics, but less hydroxychloroquine, antivirals or tocilizumab. Considering the epidemiologic profile, a previous heart condition was independently related with shortterm mortality in the Cox multivariate analysis (1.62; 95% CI 1.29-2.03; p < 0.001). Moreover, heart patients needed more respiratory, circulatory support, and presented more in-hospital events, such heart failure, renal failure, respiratory insufficiency, sepsis, systemic infammatory response syndrome and clinically relevant bleedings (all, p < 0.001), and mortality (39.7% vs. 15.5%; p < 0.001). CONCLUSIONS An underlying heart disease is an adverse prognostic factor for patients suffering COVID-19. Its presence could be related with different clinical drug management and would benefit from maintaining treatment with angiotensin converting enzyme inhibitors or angiotensin receptor blockers during in-hospital stay.
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Affiliation(s)
- Iván J Núñez-Gil
- Hospital Clinico San Carlos, Prof Martin Lagos, sn, 28040 Madrid, Spain.
| | | | | | - Jia Huang
- The Second People's Hospital of Shenzhen, Shenzhen, China
| | | | - Victor Manuel Becerra-Muñoz
- Unidad de Gestión Clínica Área del Corazón, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Universitario Virgen de la Victoria, Universidad de Málaga (UMA), Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Málaga, Spain
| | - Aitor Uribarri
- Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | | | | | | | | | - Martino Pepe
- Azienda ospedaliero-universitaria consorziale policlinico di Bari
| | - Enrico Cerrato
- San Luigi Gonzaga University Hospital, Rivoli, Turin. Italy
| | | | | | - Emilio Alfonso
- Instituto de Cardiología y Cirugía Cardiovascular, Havana, Cuba
| | | | | | | | | | - Jaime Signes-Costa
- Hospital Clínico Universitario, Incliva, Universidad de Valencia, Valencia, Spain
| | | | | | - Francisco Marin
- Hospital Clínico Universitario Virgen de la Arrixaca, Murcia, Spain
| | | | - Ibrahim Akin
- First Department of Medicine, Medical Faculty Mannheim, University Heidelberg, Mannheim, 68167, Germany, DZHK (German Center for Cardiovascular Research), Partner Site, Heidelberg-Mannheim, Mannheim, Germany
| | - Vicente Estrada
- Hospital Clinico San Carlos, Prof Martin Lagos, sn, 28040 Madrid, Spain
| | - Carlos Macaya
- Hospital Clinico San Carlos, Prof Martin Lagos, sn, 28040 Madrid, Spain
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