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5 results on '"Ester Sáez de Adana"'

1. Contemporary use of cefazolin for MSSA infective endocarditis: analysis of a national prospective cohort

Author

Laura Herrera-Hidalgo, Patricia Muñoz, Ana Álvarez-Uría, David Alonso-Menchén, Rafael Luque-Marquez, Encarnación Gutiérrez-Carretero, María Del Carmen Fariñas, Jose Maria Miró, Miguel Angel Goenaga, Luis Eduardo López-Cortés, Basilio Angulo-Lara, Lucia Boix-Palop, Arístides de Alarcón, Fernando Fernández Sánchez, José Mª García de Lomas, Gabriel Rosas, Javier de la Torre Lima, Elena Bereciartua, María José Blanco Vidal, Roberto Blanco, María Victoria Boado, Marta Campaña Lázaro, Alejandro Crespo, Laura Guio Carrión, Mikel Del Álamo Martínez de Lagos, Gorane Euba Ugarte, Ane Josune Goikoetxea, Marta Ibarrola Hierro, José Ramón Iruretagoyena, Josu Irurzun Zuazabal, Leire López-Soria, Miguel Montejo, Javier Nieto, David Rodrigo, Regino Rodríguez, Yolanda Vitoria, Roberto Voces, Mª Victoria García López, Radka Ivanova Georgieva, Guillermo Ojeda, Isabel Rodríguez Bailón, Josefa Ruiz Morales, Ignacio Álvarez Rodríguez, Harkaitz Azkune Galparsoro, Elisa Berritu Boronat, Mª Jesús Bustinduy Odriozola, Cristina del Bosque Martín, Tomás Echeverría, Alberto Eizaguirre Yarza, Ana Fuentes, Miguel Ángel Goenaga, Muskilda Goyeneche del Río, Ángela Granda Bauza, José Antonio Iribarren, Xabier Kortajarena Urkola, José Ignacio Pérez-Moreiras López, Ainhoa Rengel Jiménez, Karlos Reviejo, Alberto Sáez Berbejillo, Elou Sánchez Haza, Rosa Sebastián Alda, Itziar Solla Ruiz, Irati Unamuno Ugartemendia, Diego Vicente Anza, Iñaki Villanueva Benito, Mar Zabalo Arrieta, Rafael Carrasco, Vicente Climent, Patricio Llamas, Esperanza Merino, Joaquín Plazas, Sergio Reus, Alberto Bouzas, Brais Castelo, José Cuenca, Laura Gutiérrez, Lucía Ramos, María Rodríguez Mayo, Joaquín Manuel Serrano, Dolores Sousa Regueiro, Francisco Javier Martínez, Mª del Mar Alonso, Beatriz Castro, Teresa Delgado Melian, Javier Fernández Sarabia, Dácil García Rosado, Julia González González, Juan Lacalzada, Lissete Lorenzo de la Peña, Alina Pérez Ramírez, Pablo Prada Arrondo, Fermín Rodríguez Moreno, Antonio Plata Ciezar, José Mª Reguera Iglesias, Víctor Asensi Álvarez, Carlos Costas, Jesús de la Hera, Jonnathan Fernández Suárez, Lisardo Iglesias Fraile, Víctor León Arguero, José López Menéndez, Pilar Mencia Bajo, Carlos Morales, Alfonso Moreno Torrico, Carmen Palomo, Begoña Paya Martínez, Ángeles Rodríguez Esteban, Raquel Rodríguez García, Mauricio Telenti Asensio, Manuel Almela, Juan Ambrosioni, Manuel Azqueta, Mercè Brunet, Marta Bodro, Ramón Cartañá, Guillermo Cuervo, Carlos Falces, Mariana J Fernández-Pittol, Guillermina Fita, David Fuster, Cristina García de la Mària, Delia García-Pares, Marta Hernández-Meneses, Jaume Llopis Pérez, Francesc Marco, José M. Miró, Asunción Moreno, David Nicolás, Salvador Ninot, Eduardo Quintana, Carlos Paré, Daniel Pereda, Juan M. Pericás, José L. Pomar, José Ramírez, Mercè Roque, Irene Rovira, Elena Sandoval, Marta Sitges, Dolors Soy, Adrián Téllez, José M. Tolosana, Bárbara Vidal, Jordi Vila, Iván Adán, David Alonso, Juan Carlos Alonso, Javier Bermejo, Emilio Bouza, Gregorio Cuerpo Caballero, Antonia Delgado Montero, Agustín Estévez, Ramón Fortuny Ribas, Esther Gargallo, Mª Eugenia García Leoni, Ana González Mansilla, Francisco Javier González Moraga, Víctor González Ramallo, Martha Kestler Hernández, Amaia Mari Hualde, Marina Machado, Mercedes Marín, Manuel Martínez-Sellés, Rosa Melero, Diego Monzón, María Olmedo, Álvaro Pedraz, Blanca Pinilla, Ángel Pinto, Cristina Rincón, Hugo Rodríguez-Abella, Marta Rodríguez-Créixems, Eduardo Sánchez-Pérez, Antonio Segado, Neera Toledo, Maricela Valerio, Pilar Vázquez, Eduardo Verde Moreno, Sofía de la Villa, Isabel Antorrena, Belén Loeches, Mar Moreno, Ulises Ramírez, Verónica Rial Bastón, María Romero, Sandra Rosillo, Jesús Agüero Balbín, Cristina Amado Fernández, Carlos Armiñanzas Castillo, Francisco Arnaiz de las Revillas, Manuel Cobo Belaustegui, María Carmen Fariñas, Concepción Fariñas-Álvarez, Marta Fernández Sampedro, Iván García, Claudia González Rico, Laura Gutiérrez-Fernández, Manuel Gutiérrez-Cuadra, José Gutiérrez Díez, Marcos Pajarón, José Antonio Parra, Ramón Teira, Jesús Zarauza, Jorge Calderón Parra, Marta Cobo, Fernando Domínguez, Pablo García Pavía, Ana Fernández Cruz, Antonio Ramos-Martínez, Isabel Sánchez Romero, Tomasa Centella, José Manuel Hermida, José Luis Moya, Pilar Martín-Dávila, Enrique Navas, Enrique Oliva, Alejandro del Río, Jorge Rodríguez-Roda Stuart, Soledad Ruiz, Carmen Hidalgo Tenorio, Sergio Sequera, Manuel Almendro Delia, Omar Araji, José Miguel Barquero, Román Calvo Jambrina, Marina de Cueto, Juan Gálvez Acebal, Irene Méndez, Isabel Morales, José Antonio Lepe, José López-Haldón, Rafael Luque-Márquez, Guillermo Marín, Antonio Ortiz-Carrellán, Eladio Sánchez-Domínguez, Luis Javier Alonso, Pedro Azcárate, José Manuel Azcona Gutiérrez, José Ramón Blanco, Estíbaliz Corral Armas, Lara García-Álvarez, José Antonio Oteo, Antonio Barros Membrilla, Antonino Ginel Iglesias, Sara Grillo, Rubén Leta Petracca, Joaquín López-Contreras, María Alba Rivera Martínez, M. Álvarez, A.L. Fernández, Amparo Martínez, A. Prieto, Benito Regueiro, E. Tijeira, Marino Vega, Amaia Aguirre Quiñonero, Ángela Alonso Miñambres, Juan Carlos Gainzarain Arana, Sara González de Alaiza Ortega, Miguel Ángel Morán Rodríguez, Anai Moreno Rodríguez, Zuriñe Ortiz de Zárate, José Joaquín Portu Zapirain, Ester Sáez de Adana Arroniz, Daisy Carolina Sorto Sánchez, Sánchez-Porto Antonio, Úbeda Iglesias Alejandro, José Mª Arribas Leal, Elisa García Vázquez, Alicia Hernández Torres, Ana Blázquez, Gonzalo de la Morena Valenzuela, Ángel Alonso, Javier Aramburu, Felicitas Elena Calvo, Paola Tarabini-Castellani, Eva Heredero Gálvez, Carolina Maicas Bellido, José Largo Pau, Mª Antonia Sepúlveda, Pilar Toledano Sierra, Sadaf Zafar Iqbal-Mirza, Eva Cascales Alcolea, Ivan Keituqwa Yañez, Julián Navarro Martínez, Ana Peláez Ballesta, Eduardo Moreno Escobar, Alejandro Peña Monje, Valme Sánchez Cabrera, David Vinuesa García, María Arrizabalaga Asenjo, Carmen Cifuentes Luna, Juana Núñez Morcillo, Mª Cruz Pérez Seco, Aroa Villoslada Gelabert, Carmen Aured Guallar, Nuria Fernández Abad, Pilar García Mangas, Marta Matamala Adell, Mª Pilar Palacián Ruiz, Juan Carlos Porres, Begoña Alcaraz Vidal, María Jesús Del Amor Espín, Francisco Buendía, Roberto Jiménez Sánchez, Rosario Mármol, Francisco Martínez, Antonio Meseguer, Beatriz Pérez, Leticia Risco, Zoser Saura, Vanina Silva, Mª Belén Villmarín, Mª Ángels Ribas Blanco, Enrique Ruiz de Gopegui Bordes, Laura Vidal Bonet, Miquel Vives Borràs, Mª Carmen Bellón Munera, Elena Escribano Garaizabal, Antonia Tercero Martínez, Juan Carlos Segura Luque, Cristina Badía, Lucía Boix Palop, Mariona Xercavins, Sónia Ibars, Xerach Bosch, Eloy Gómez Nebreda, Ibalia Horcajada Herrera, Irene Menduiña Gallego, Imanol Pulido, Héctor Marrero Santiago, Isabel de Miguel Martínez, Elena Pisos Álamo, Daniel San Román Sánchez, Jorge Boan Pérez, Eva Mª Aguilar Blanco, Mercedes Catalán González, María Angélica Corres Peiretti, Andrea Eixerés Esteve, Laura Domínguez Pérez, Santiago de Cossío Tejido, Francisco Galván Román, José Antonio García Robles, Francisco López Medrano, Mª Jesús López Gude, Mª Ángeles Orellana Miguel, Patrick Pilkington, Yolanda Revilla Ostalaza, Juan Ruiz Morales, Sebastián Ruiz Solís, Ana Sabín Collado, Marcos Sánchez Fernández, Javier Solera Rallo, Jorge Solís Martín, Francesc Escrihuela-Vidal, Jordi Carratalà, Inmaculada Grau, Carmen Ardanuy, Dámaris Berbel, José Carlos Sánchez Salado, Oriol Alegre, Alejandro Ruiz Majoral, Fabrizio Sbraga, Arnau Blasco, Laura Gracia Sánchez, Iván Sánchez-Rodríguez, Gonzalo Aldamiz, Beatriz Álvarez, Marina Bernal Palacios, Alfonso Cabello Úbeda, Ricardo Fernández Roblas, Rafael Hernández, Victoria Andrea Hortigüela Martín, Andrea Kallmeyer, Cristina Landaeta Kancev, Marta Martín, Miguel Morante Ruiz, Miguel Ángel Navas Lobato, Ana María Pello, Laura Prieto, Marta Tomás Mallebrera, Laura Varela, Mireia de la Peña Triguero, Ruth Esther Figueroa Cerón, Lara Ruiz Gómez, Mireia Ble, Juan Pablo Horcajada Gallego, Antonio José Ginel, Inmaculada López, Alexandra Mas, Antoni Mestres, Lluís Molina, Ramón Serrat, Núria Ribas, Francisca Sánchez, Ana Silverio, Marina Suárez, Luisa Sorlí, Lluís Recasens, Manuel Taurón, María Fernández Regueras, María Ángeles Mantecón Vallejo, José Ángel Pérez Rivera, Nuria Sánchez Mata, Antonia Calvo Cano, Miguel Fajardo Olivares, María Victoria Millán Núñez, and Agustín Muñoz Sanz

Subjects
Infective endocarditis, Methicillin-susceptible Staphylococcus aureus, Cefazolin, Antistaphylococcal penicillin, Infectious and parasitic diseases, RC109-216
Abstract

Objectives: This study aimed to assess the real use of cefazolin for methicillin-susceptible Staphylococcus aureus (MSSA) infective endocarditis (IE) in the Spanish National Endocarditis Database (GAMES) and to compare it with antistaphylococcal penicillin (ASP). Methods: Prospective cohort study with retrospective analysis of a cohort of MSSA IE treated with cloxacillin and/or cefazolin. Outcomes assessed were relapse; intra-hospital, overall, and endocarditis-related mortality; and adverse events. Risk of renal toxicity with each treatment was evaluated separately. Results: We included 631 IE episodes caused by MSSA treated with cloxacillin and/or cefazolin. Antibiotic treatment was cloxacillin, cefazolin, or both in 537 (85%), 57 (9%), and 37 (6%) episodes, respectively. Patients treated with cefazolin had significantly higher rates of comorbidities (median Charlson Index 7, P

Published
2023
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2. Identification of a HIV-1 circulating BF1 recombinant form (CRF75_BF1) of Brazilian origin that also circulates in Southwestern Europe

Author

Joan Bacqué, Elena Delgado, Horacio Gil, Sofía Ibarra, Sonia Benito, Isabel García-Arata, María Moreno-Lorenzo, Ester Sáez de Adana, Carmen Gómez-González, Mónica Sánchez, Vanessa Montero, and Michael M. Thomson

Subjects
HIV-1, circulating recombinant forms, molecular epidemiology, phylogeny, phylodynamics, recombination, Microbiology, QR1-502
Abstract

IntroductionThe high recombinogenic potential of HIV-1 has resulted in the generation of countless unique recombinant forms (URFs) and around 120 reported circulating recombinant forms (CRFs). Here we identify through analyses of near full-length genomes (NFLG) a new HIV-1 CRF derived from subtypes B and F1.MethodsHIV-1 protease-reverse transcriptase (Pr-RT) sequences were obtained by RT-PCR amplification from plasma RNA. Near full-length genome sequences were obtained after amplification by RT-PCR in 5 overlapping fragments. Phylogenetic sequence analyses were performed via maximum likelihood. Mosaic structures were analyzed by bootscanning and phylogenetic analyses of genome segments. Temporal and geographical estimations of clade emergence were performed with a Bayesian coalescent method.ResultsThrough phylogenetic analyses of HIV-1 Pr-RT sequences obtained by us from samples collected in Spain and downloaded from databases, we identified a BF1 recombinant cluster segregating from previously reported CRFs comprising 52 viruses, most from Brazil (n = 26), Spain (n = 11), and Italy (n = 9). The analyses of NFLG genomes of 4 viruses of the cluster, 2 from Spain and 2 from Italy, allowed to identify a new CRF, designated CRF75_BF1, which exhibits a complex mosaic structure with 20 breakpoints. All 4 patients harboring CRF75_BF1 viruses studied by us had CD4+ T-cell lymphocyte counts below 220/mm3 less than one year after diagnosis, a proportion significantly higher (p = 0.0074) than the 29% found in other patients studied in Spain by us during the same period. The origin of the clade comprising CRF75_BF1 and related viruses was estimated around 1984 in Brazil, with subsequent introduction of CRF75_BF1 in Italy around 1992, and migration from Italy to Spain around 1999.ConclusionA new HIV-1 CRF, designated CRF75_BF1, has been identified. CRF75_BF1 is the 6th CRF of South American origin initially identified in Western Europe, reflecting the increasing relationship of South American and European HIV-1 epidemics. The finding of low CD4+ T-cell lymphocyte counts early after diagnosis in patients harboring CRF75_BF1 viruses warrants further investigation on the virulence of this variant.

Published
2023
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3. Identification of a New HIV-1 BC Intersubtype Circulating Recombinant Form (CRF108_BC) in Spain

Author

Javier E. Cañada, Elena Delgado, Horacio Gil, Mónica Sánchez, Sonia Benito, Elena García-Bodas, Carmen Gómez-González, Andrés Canut-Blasco, Joseba Portu-Zapirain, Ester Sáez de Adana, Mireia De la Peña, Sofía Ibarra, Gustavo Cilla, José Antonio Iribarren, Ana Martínez-Sapiña, and Michael M. Thomson

Subjects
HIV-1, circulating recombinant form, HIV-1 genetic diversity, HIV-1 phylogeny, HIV-1 molecular epidemiology, Microbiology, QR1-502
Abstract

The extraordinary genetic variability of human immunodeficiency virus type 1 (HIV-1) group M has led to the identification of 10 subtypes, 102 circulating recombinant forms (CRFs) and numerous unique recombinant forms. Among CRFs, 11 derived from subtypes B and C have been identified in China, Brazil, and Italy. Here we identify a new HIV-1 CRF_BC in Northern Spain. Originally, a phylogenetic cluster of 15 viruses of subtype C in protease-reverse transcriptase was identified in an HIV-1 molecular surveillance study in Spain, most of them from individuals from the Basque Country and heterosexually transmitted. Analyses of near full-length genome sequences from six viruses from three cities revealed that they were BC recombinant with coincident mosaic structures different from known CRFs. This allowed the definition of a new HIV-1 CRF designated CRF108_BC, whose genome is predominantly of subtype C, with four short subtype B fragments. Phylogenetic analyses with database sequences supported a Brazilian ancestry of the parental subtype C strain. Coalescent Bayesian analyses estimated the most recent common ancestor of CRF108_BC in the city of Vitoria, Basque Country, around 2000. CRF108_BC is the first CRF_BC identified in Spain and the second in Europe, after CRF60_BC, both phylogenetically related to Brazilian subtype C strains.

Published
2021
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4. Identification of a New HIV-1 BC Intersubtype Circulating Recombinant Form (CRF108_BC) in Spain

Author

Ana Martínez-Sapiña, Ester Sáez de Adana, Sofía Ibarra, Gustavo Cilla, Joseba Portu-Zapirain, Sonia Benito, Mónica Sánchez, Mireia De la Peña, Michael M. Thomson, Horacio Gil, José Antonio Iribarren, Elena García-Bodas, Javier E. Cañada, Carmen Gómez-González, Elena Delgado, Andrés Canut-Blasco, Instituto de Salud Carlos III, Red Española de Investigación en SIDA, European Regional Development Fund (ERDF/FEDER), Gobierno Vasco, Comunidad de Madrid, Red de Investigación Cooperativa en Investigación en Sida (España), Unión Europea. Fondo Europeo de Desarrollo Regional (FEDER/ERDF), Basque Government (España), and Comunidad de Madrid (España)

Subjects
0301 basic medicine, Most recent common ancestor, Genotype, Human immunodeficiency virus (HIV), lcsh:QR1-502, HIV Infections, Genome, Viral, Biology, medicine.disease_cause, Genome, lcsh:Microbiology, Article, law.invention, Coalescent theory, circulating recombinant form, 03 medical and health sciences, 0302 clinical medicine, law, Virology, HIV-1 phylogeny, medicine, Humans, Public Health Surveillance, 030212 general & internal medicine, Genetic variability, Viremia, Phylogeny, HIV-1 genetic diversity, Genetics, Recombination, Genetic, Molecular Epidemiology, Phylogenetic tree, HIV-1 molecular epidemiology, Genetic Variation, Sequence Analysis, DNA, Phylogeography, 030104 developmental biology, Infectious Diseases, Spain, Recombinant DNA, HIV-1, Identification (biology)
Abstract

The extraordinary genetic variability of human immunodeficiency virus type 1 (HIV-1) group M has led to the identification of 10 subtypes, 102 circulating recombinant forms (CRFs) and numerous unique recombinant forms. Among CRFs, 11 derived from subtypes B and C have been identified in China, Brazil, and Italy. Here we identify a new HIV-1 CRF_BC in Northern Spain. Originally, a phylogenetic cluster of 15 viruses of subtype C in protease-reverse transcriptase was identified in an HIV-1 molecular surveillance study in Spain, most of them from individuals from the Basque Country and heterosexually transmitted. Analyses of near full-length genome sequences from six viruses from three cities revealed that they were BC recombinant with coincident mosaic structures different from known CRFs. This allowed the definition of a new HIV-1 CRF designated CRF108_BC, whose genome is predominantly of subtype C, with four short subtype B fragments. Phylogenetic analyses with database sequences supported a Brazilian ancestry of the parental subtype C strain. Coalescent Bayesian analyses estimated the most recent common ancestor of CRF108_BC in the city of Vitoria, Basque Country, around 2000. CRF108_BC is the first CRF_BC identified in Spain and the second in Europe, after CRF60_BC, both phylogenetically related to Brazilian subtype C strains. This work was funded through Acción Estratégica en Salud Intramural (AESI), Instituto de Salud Carlos III, projects “Estudios sobre vigilancia epidemiológica molecular del VIH- 1 en España,” PI16CIII/00033, and “Epidemiología molecular del VIH-1 en España y su utilidad para investigaciones biológicas y en vacunas”, PI19CIII/00042; Red de Investigación en SIDA (RIS), Instituto de Salud Carlos III, Subdirección General de Evaluación y Fondo Europeo de Desarrollo Regional (FEDER), Plan Nacional I + D + I, project RD16ISCIII/0002/0004; and scientific agreement with Osakidetza-Servicio Vasco de Salud, Government of Basque Country, MVI 1001/16. JC was supported by the Social European Fund through the Youth Employment Operational Program and the Youth Employment Initiative and by the Comunidad de Madrid. Sí

Published
2021

5. Identification and validation of clinical phenotypes with prognostic implications in patients admitted to hospital with COVID-19: a multicentre cohort study

Author

Jaime Fernández-Bujarrabal Villoslada, Beatriz Dietl Gómez-Luengo, Daniel Ortiz-Sánchez, José Ramón Blanco Ramos, Bartolomé Gómez-Arroyo, Martín Sebastián Ruiz Grinspan, Ester Sáez de Adana Arróniz, Daniel Daniel López, Judit Villar-García, Begoña De Dios García, Josefina García García, Nuria Rabella García, Ana Rodríguez-Revillas, Lydia Martín González, Mercedes San Franco, Elena Martinez Robles, Teresa González Alegre, Elena Morcillo Rodríguez, Oriol Gasch Blasi, Laura Prieto Pérez, Isabel Jiménez Martínez, Elena Isaba Ares, Ricardo Deza-Palacios, Helena Mendez del Sol, Melchor Riera Jaume, Mercedes Rodriguez-Gutiérrez, Daniel Podzamczer, Mikel Urroz, Luis Ramos Ruperto, María Paniagua, Sergio Alcolea-Batres, Mar Masiá Canuto, Rubén Soriano-Arroyo, Paloma Merino Amador, Berta Antón-Huguet, Gabriela Alcaraz, Pablo Ryan, Carlos Franco, Leyre Díez-Porres, Juan Carlos Figueiras, Sara Lidia Kamal, Mónica Hernández, Lorena Barrera-López, Germán Ramírez-Olivencia, Kapil Laxman Nanwani Nanwani, Alberto Oreja, Montserrat Laguno, José Javier Castrodeza Sanz, Belén Loeches Yagüe, Maria Vargas, Luis Eduardo López-Cortés, Isabel Gutiérrez, Sara Vela Berna, P. Martín, Miguel Pedromingo Kus, Jesús Sanz Sanz, Mº Antonia Sepúlveda Berrocal, Carmen Yera Bergua, Juan Cuadros González, Julen Cadiñanos Loidi, Josefa Serralta Buades, María Concepción Prados Sánchez, Francesca Gioia, Iris Pedrola Gorrea, Francisco Arnaiz de las Revillas, Xabier Kortajarena Urkola, Laia Lorenzo-Esteller, Ruth Bravo-Lizcano, Angel Iniesta, Sofía González-García, Belén Martínez López, Agustín Rojas-Vieyra, Concepción García García, Raquel Cavallé-Pulla, Lucía Gómez García, Alicia Herrero, Carlos Jesús Dueñas Gutiérrez, Loreto Vidaur Tello, Carmen Fernández-Capitán, Victoria Lo-Iacono García, Cecilia Gómez-Domínguez, Adalgisa Falcone, María José Ruiz Rodríguez, Arancha Castellano, Miquel Hortos Alsina, María Concepción Nuñez, María Luisa Fernández Vidal, Jésica Abadia Otero, Natalia Moya-González, Albert Sabater Gil, Pedro de la Oliva, Ylenia María Conde-Alonso, Laura Castelo Corral, José Mº García de Lomas Guerrero, Verónica Pérez-Blanco, Isabel San Juan, Martina Archinà, Júlia Sellarés, Juan Carlos Ramos, Cintia María Martínez Mateu, Belén Fernández-Puntero, Andrea Torrecillas-Mainez, Luis Falgueras López, Carlos Carpio-Segura, María Gandullo-Moro, Francisco Abellán Martínez, Cristina Díez, Pilar Martín Dávila, Silvia Gómez-Zorrilla, María Pilar García García, Renzo Tejada-Sorados, María Dolores del Toro, E. Álvarez-Rojas, Gema Muñiz, Lucía Cajuela, María Novella Mena, Estel Pons Viñas, Andrea Pérez Rodríguez, Benito Almirante, Mónica Gozalo, Patricia Girón De Velasco-Sada, Camilo Sanz Zamudio, Ángeles García Flores, Joaquín López-Contreras González, Blanca Fabre-Estremera, Pelayo Fernández Cidón, María Martínez-Redondo, Paula Alejandra Hernández-Liebo, Juan Herrero, Marta Duque-Alcorta, María Teresa García Morales, Concepción Amador Prous, Alex Soriano, Raquel Hernando Nieto, Raquel Álvarez Franco, Alfonso Cabello Úbeda, Luis Force Sanmartín, Laura Mao Martín, Daniel Prieto-Arribas, Mario Pérez-Butragueño, Pere Domingo Pedrol, Henar Serrano-Martín, Mónica Zubimendi, M. Rodríguez-Rubio, David Pujol-Pocull, Manuel García-Gutiérrez, Carlos Manrique de Lara, Lucy Abella Vázquez, Marta Navarro Vilasaró, Carlota Cascajares-Sanz, Berta Torres, Daniel Ceniza-Pena, Isidro Moreno Gómez-Limón, María Rodríguez Mahía, Alí Martakoush, Antonio Buño-Soto, Patricia Serrano de la Fuente, Claudia González Rico, Teresa Pedraz, Conchita Pérez-Jorge Peremarch, Elena Trigo Esteban, Rosana Rouco Esteves Marques, Juan Mora Delgado, Inés Pérez Zapata, Sandra Pérez-Recio, María Ángeles Domínguez, Manuel Cervantes García, Francisco Reinoso-Lozano, M. Martí De Gracia, Carmina Oltra, Beatriz Pérez-Monte Mínguez, Guillermina Bejarano-Redondo, Sara Heili Frades, María Paz García Butenegro, Miguel Torralba González de Suso, Elena Álvaro-Alonso, Víctor J Moreno Cuerda, Gonzalo Garzón, Marcelo Daltro-Lage, Alberto Serrano Martínez, José María Aguado, Mar Mosquera, Ruth Figueroa Cerón, Juan Carlos Martin Gutiérrez, Javier Oliver Ortega, Esteban Martínez, Cristina Gómez-Ayerbe, Nerea Carrasco Antón, María Carmen Fariñas Álvarez, José Antonio Ruiz, Justo Menéndez, Lucía Díaz, José L. Casado, Pilar Vizcarra, Javier Veganzones, Miguel Ángel Moran Rodríguez, Mercedes López-Martinez, Emilio Letang, Paloma Romero Gallego-Acho, Julia Vasquez-Manau, Alexander Rombauts, Marta Robledo del Prado, Luis Puente, Beatriz Alvarez, Juan Emilio Losa García, José Tomas Algado Rabasa, Rafael Torres Perea, Angélica Rivera-Núñez, Esther Expósito Palomo, Antonio J. Carcas, Lucía Platero-Dueñas, Irene Martín Rubio, Miguel Salavert Lletí, Claudia García-Vaz, Antonio Martínez-Verdasco, Jorge Díaz-Garzón, Javier Nieto Arana, Fernando Cadenas-Gota, Richard Rojas, Abelardo García de Lorenzo, Juan Carlos López, Pedro Luis Martinez Hernández, Manuela de Pablos-Gómez, Pablo Alonso, Enrique Seco, María García-López, Lorena López-Corcuer, Celia Blasco-Andres, Delia Romera-Cano, José M. Azcona Gutiérrez, Almudena Gutiérrez-Arroyo, Paula Mendoza Roy, Ignacio De los Santos Gil, Miguel Angel Sánchez-Castellano, Sara Medrano Pardo, Mikel del Álamo Martínez de Lagos, Rocío Martínez Avilés, Elisabet Martínez-Cerón, José Manuel Vázquez Comendador, Marta Virgós-Varela, Alejandra Álvarez Brandt, Carmen Herrero Rodríguez, Jorge Martínez Jordán, Antonio Rezusta López, Marta Vizcaíno Callejón, Manuela Simon-Velasco, Jorge Ignacio Alonso-Eiras, Elisa García Vázquez, Mercè Gurguí Ferrer, Mónica González Bardanca, Nataly Cancelliere-Fernández, José Luis Díaz de Tuesta del Arco, María Larrosa, Alejandro García García, Carmen Román-Hernández, Elena Calvin-García, José Sanz Moreno, Miguel Silvestre-Niño, Nieves Valcarce Pardeiro, Maria Teresa Corcuera-Pindado, Enrique Monteoliva, Aina Gabarrell Pascuet, Elena María Aranda Rife, Aina Gomila Grange, Alba Alastrué Violeta, Daniel Roger Zapata, Jaime Montserrat, Eduardo Malmierca Corral, Marco Palma, Blanca Martínez Cifre, Gema Domínguez de Pablos, Emilio Cuesta, Eva Perales, Silvia Hernáez Crespo, Juan Torres-Macho, Adrián Sánchez Montalvá, Rocío Montejano Sánchez, Eva Van den Eynde Otero, Silvia Castañeda Espinosa, Virginia Pérez Doñate, Adriana Hernández Belmonte, Laura Iglesias Llorente, María Sanz de Pedro, Juan Espinosa Pereiro, Lubna Dani Ben-Abdellah, Raquel Barrós González, Iván Piñero, Araceli López-Tofiño, Ana Such-Diaz, Karim Mohamed Ramírez, Pilar Toledano Sierra, Rebeca Izquierdo, Guillermo Cuevas, Andrés Felipe Cardona Arias, Ileana Gabriela-Tomoiu, David Vinuesa García, Ander González Sarria, Stephan Stuart, José María Fernández, Javier Torres-Cortés, Elisabet Delgado Sánchez, María Varela-Cerdeira, Gemma Bassani, Berta Román Bernal, Isabel García, Paula Betancort de la Torre, Yolanda Martínez-Abad, Beatriz Arizcun, Juan José Cabanillas-Martín, Guillermo Estrada Fernández, Oscar del Río Pérez, Inmaculada Martín Pérez, Andony García, Luis Gómez-Carrera, Alexander Agrifoglio, Alberto M. Borobia, Jordi Niubó, Vanessa Alende Castro, Lara Montes Andújar, Alexandra De la Vega, Efrén Sánchez Vidal, Isabel A. Pérez Hernández, Laura Frade-Pardo, Ana Josefa Tebar-Martinez, Silvia Álvarez Kaelis, Sara De la Fuente Moral, Luz Martin Carbonero, Juan Cantón De Seoane, María Dolores Montero-Vega, Juan Carlos Gainzarain Arana, Sergio España Cueto, Rocío Nuñez-Cabetas, María Sánchez-Martín, Constanza Muñoz Hornero, Ana Gómez-Zamora, Javier Díaz Luperena, Patricia González-Donapetry, José Miguel Cisneros, Lucía Hernández-Rivas, Patricia González Ruano, Andrea Espigares Correa, Rocío González-León, Nicolás García-Arenzana, Omar Cervera, Andrés Canut Blasco, Ana Isabel Cañabate, Mercedes Villarreal García-Lomas, Melania Íñigo Pestaña, Maria Álvarez de Castro, Ana Correa Ruiz, Belén Civantos, Lydia Pascual-García, Paula Villares Fernández, Mikel Rico-Briñas, María José Alcaide-Martín, Adoración Valiente, Victoria Arnalich-Montiel, Pilar Retamar, Jesús Mingorance, Eva María Romay Lema, Pablo Galindo-Ballesteros, M. Teresa Pérez-Rodríguez, Rosario Maria Torres Santos-Olmo, Inmaculada Pinilla, Elie Dahdouh, Beatriz Tejero-Soriano, Cristina Pizarro-Sanchez, Félix Gutiérrez Rodero, Luis Jara-Palomares, María Hernández-Gancedo, Cristina Chico Chumillas, Sergio Gilaberte Reyzábal, Manuel González-Viñolis, Ana Martínez Sapiña, Francisco Parras, Teresa Rubio Obanos, Iker Falces-Romero, Adriana Sánchez Serrano, Teresa Álvarez de Espejo Montiel, Jorge Valencia, Miquel Pujol, José Luis Velasco Garrido, Belén Calderón-Llopis, Álvaro Varela Plaza, Abel Caro, Juan José González-Garcia, Miguel Sampedro Núñez, María Fernández-Velilla, Emilio Cendejas-Bueno, María Cecilia Cánepa, José Luis Santiago Blanco, Alicia Rico-Nieto, Mónica Liébana Gómez, Sarah Caro Bragado, Susana Sánchez-Rico, José María Marimón Ortiz de Zárate, Paloma Dorao, Cristina Plaza-Moreno, Isabel Valbuena, Natividad Benito Hernández, Ginger Giorgiana Cabrera Tejada, Jordi Carratalà, Sara Fernández Rodríguez, Vicente Ferrer Díaz De Brito Fernández, Pilar Catalán, Pablo Mariscal-Aguilar, Germán Daroca-Bengoa, Rafael Fernandez, Raquel Casitas-Mateo, Ester Zamarrón de Lucas, Úrsula Quesada, Julio Yagüe, María Isabel Quijano Contreras, Trinidad Baselga-Puente, Lourdes Herrera Pacheco, Carlota Gudiol, Alazne Lartategi Iraurgi, Estefanía Martinez-Chavez, Silvia Valero Rovira, Alba Bergas, Zaida Ruiz de Azua, Teresa Prim, Cristina García-Quero, Pilar Hernández Machín, Rubén Gomez-Rioja, María Pavón-Masa, María de las Mercedes Valentín-Pastrana Aguilar, Ilduara Pintos Pascual, Lucía Brieba-Plata, María Jesús Domínguez Santalla, Francisco Javier Membrillo de Novales, Raúl Galera-Martínez, Ana Lérida Urteaga, Miguel Cervero, Alberto Mangas-Moro, José Hernández Quero, Teresa Sancho Bueso, María Angustias Quesada Simón, Luz Parra-Gordo, Sofía Díaz-Carrasco, Juan Carlos Abad Almendro, Andrés Javier Ruiz Fernández, Estíbaliz Molina Iturritza, Aurea Díez-Tascón, Yale Tung-Chen, Marta Rava, Carlos Villasante, Gabriel Gaspar Alonso-Vega, Clara Cabré-Verdiell Surribas, Esther Fraile Villarejo, Aida Gutiérrez García, Ana Robustillo-Rodela, Rafael Padrós Selma, Jesús Rodríguez-Baño, Frank Perdomo-García, Lydia de la Fuente Regaño, María del Mar Arenas-Miras, Cristina Rodríguez Roca, Blanca Montero-San Martín, Gema Crespo-Sánchez, Miguel Ramírez-Verdyguer, Alberto Diaz de Santiago, Marta Díaz Menéndez, María de la Luz Padilla Salazar, Silvia Arribas-Terradillos, Sadaf Zafar Iqubal-Mirza, Isabel Rábago Lorite, Belén Estébanez, Maite Ganchegui Aguirre, André Barbosa Ventura, Estefanía Fernandez-Cerezo, Maria Eulalia Valencia, Zaira R. Palacios-Baena, Beatriz Diaz Pollan, Lidia Martín, Sara Fabra-Cadenas, José Miguel Cantero-Escribano, Carmen Busca Arenzana, Emilia Guasch-Arévalo, Virginia Fernández Espinilla, Ainhoa Urrutia Losada, Oscar Noya González, Raquel Aranega, Alejandro Rodríguez Saenz de Urturi, María Jesús Jaras Hernandez, Charbel Maroun Eid, Marta Mora Rillo, Antonio Ramos Martínez, Meritxell Ortega Montoliu, Jose María Mostaza, Sonia García Calvo, Cristina Verdú, Celia Salamanca, Cristina Cervera Acedo, Mónica Martínez, Miren Urrestarazu Larrañag, Carmen Barroso Castro, Ivo Vives-Beltrán, Lorea Arteche Eguizabal, Ana Montero, Javier Balsa Vázquez, Amparo Perez-Garcia Morillón, Alejandra Pérez García, Isabel Pérez-Tamayo, Rafael Cantón Moreno, Antonio Marín-García, Inmaculada Jarrín, Núria Trullen, Ines Fernandez-Jimenez, Guillermo Ruiz-Carrascosa, Almudena Villa Martí, Jamil Cedeño, Marcos Díez Martínez, Carlos Lahoz, Lorena De la Mora, Javier Sánchez-Lora, Ana María Martínez-Virto, Irene Sanjosé Muñiz, Adrian Peña-Hidalgo, Cristina López Mestanza, Carola Gutiérrez, Ana Laila Qasem-Moreno, Irene Salvo García, Lucía Fernández de Orueta, Jorge Parra Ruiz, Sergio Pérez Pinto, Carlos García-Mochales Fortún, Esteban García de las Heras, Patricia González Muñiz, Mario Fernández-Ruiz, Anna Ferrer Santolaria, Olga Sánchez Pernaute, Julieta Latorre, Jesús Manzanares, Miguel Angel Martinez Gallego, Helena Notario, Ángel Rodríguez-Villodres, Eva Fernández-Bretón, Encarnación Moral Escudero, Mónica Sánchez-Santiuste, Carmen Martínez Cilleros, Ricardo Fernández Roblas, María Yllescas, Eva Soria-Alcaide, Marta Arsuaga Vicente, Marta Gómez-López, Regina Cabrera-Gamero, Natalia Carrasco Fons, Diana Piñar Cabezos, Begoña Sánchez-Sánchez, Francisca Garcia-Iglesias, Raquel Marín-Baselga, Alberto Arranz Caso, Virginia Guedez-López, Lucia Boix Palop, Íñigo Gredilla Zubiría, María Hidalgo-Sánchez, Laura López-Tappero Irazábal, José Ignacio Bernardino de la Serna, Javier Queiruga, Natalia Guadalupe Barrera-López, María López-Jodar, Jorge Calderón Parra, Diego Rodríguez-Álvarez, José Molina, María Luisa Montes, Beatriz Rodríguez-Alonso, Daniel Useros Brañas, Maria Gracia Liras-Hernández, Lucía Romero-Imaz, Nieves Jaén Sánchez, Marta Segovia-Amaro, Marta Vara, Maribel Zamora Cintas, Montaña Jiménez Álvaro, Alberto Moreno Fernandez, Asunción Díaz, Jordi Mancebo Cortés, Francisco Javier De Castro Vega, Álvaro Navarro Batet, Francisco Javier Sagra, Alexandre Pérez González, Luis Castro, Isabel Barrio López, Marta Ruiz-Alguero, Silvia Ossaba-Vélez, Alberto Martín-Vega, Maria Jesus Bustinduy Odriozola, Sivia Pastor-Yvorra, Nuria Espinosa, Elena Múñez Rubio, María E García-Leoni, Sandra Rosillo, Cristina Carbonell, Iván Navas Clemente, Paula Arriola Martínez, Marta Peña, Lucía Martínez de Soto, Roberto Mora-Corcovado, Alberto Iglesias-Sigüenza, Rocío Ruíz-Hueso, Elena Alvar, Pedro Camacho, Jesús Sojo-Dorado, Remedios Alemán Valls, Ines Ponz, Esmeralda Palmier Peláez, María Arcos Rueda, Guillermo Maestro de la Calle, Ramón Pérez Tanoira, Ana Martínez Vidal, Cristina Amodeo, Marina Pacheco Martínez-Atienza, Clara Muñoz Aguirre, Felipe Villar Álvarez, Giorgina Salgueiro, Xavier Sanz Salvador, César Pérez-Romero, Beatriz Álvarez Zapatero, Nelsa González-Aguado, Robert Torres Sánchez del Arco, Enrique Míguez Rey, Merce Sirisi, Xavier Bonfill Cosp, Marta Yagüe-Barrado, Elena Pérez-Costa, Sandra Casares, Eva Estirado, Jorge Alvarez Troncoso, Cristina Martín-Carrasco, Diana Sande Llovo, Melchor Álvarez de Mon Soto, Arantzazu Mera Fidalgo, Francisco Marqués-González, Agustín Valido-Morales, Luis Alberto Nieto Fernández del Campo, Helem Haydee Vilchez, María Rivas-Carmenado, Francisco Moreno, Ignacio Fernández-Fernández, Henar Calvo Sánchez, Ana González-Cordón, Isabel Fernández-Navarro, María Simón Sacristán, Eva Jiménez-González de Buitrago, M. Muñoz, María Laplaza-González, Rosa de Miguel Buckley, Marta Redondo-Gutierrez, Paula Santibáñez Sáenz, Raquel Martínez Goñi, Marta Rico Rodríguez, Carlos Toro-Rueda, Francisco Arnalich, Ana Santiago-Recuerda, Clara Soto Abanedes, María Dolores Herrero Mendoza, Aquilino Sanchez Purificación, Diego Franch Llasat, María Velasco Arribas, Alejandro Martín-Quirós, Jorge Alba Fernández, Elena Ramírez, Amparo López-Bernus, Marta Alvarado, María Rexach Fumaña, Martín Pilares-Barco, Carmen Liébana Martos, Yolanda Martínez Martínez, Nicolas Merchante Gutiérrez, Maria José Asensio, Ianire Virto Peña, Lucía Mejuto-Illade, María Angeles Martinez-López, Pilar López-Pirez, Alejandro Suárez, Cristóbal Manuel Rodríguez Leal, Sara Garcia-Bellido Ruiz, Jorge Guisández Martín, Lucia Cachafeiro, Pedro Gil Divasson, Almudena Quintás-Viqueira, Laura Currás-Sánchez, Alverio Seiz-Martinez, Mario Ruiz-Bastián, Juan José Menéndez, Jorge Orihuela Martín, María Dolores Nieto Martín, Cristina Arévalo, Rebeca Marinas, Susana Casas Rodríguez, Zuriñe Ortiz de Zárate Ibarra, Yolanda Posada Franco, Joan Gómez-Junyent, Ana María Garijo Saiz, Marina Alguacil-Guillén, Ana Alguacil, Esther Aznar Muñoz, Sara Bañón Escandell, Juan Salillas Hernando, Chiara Fanciulli, Rosa Gómez-Gil, Francisco García-Río, Moncef Belhassen-García, Belén Gutierrez Sancerni, Sonia Vega Molpeceres, Inés Suárez-García, Leire Pérez-Latorre, Elena Chamarro Martí, Carmen Rosario Herrero Gil, Belén Gutiérrez-Gutiérrez, Tatiana Mata Forte, Francesca Sánchez Martínez, Lucía Ramos Merino, Santiago Yus, Mº Ángeles Marcos, Susana Martínez-Álvarez, Alexy Inciarte, Manuel Quintana-Díaz, Lucía Serrá, Belén Alejos, Guillem Policarpo Torres, José Román Muñoz del Rey, Irene Blanco-Bartolomé, Alberto Bahamonde Carrasco, Victoria Hernando, Jhon Rojas, David Roa, María Ángeles Garcinuño, Aránzazu Villasante de la Puente, Patricia Pérez-Palacios, Jesús Ruiz Aragón, Valvanera Ibarra Cucalón, Lucía Ortega Enciso, Ismail Zakariya-Yousef Breval, Jorge Navarro López, Gema Barbeito Castiñeiras, Clara Sala Jofre, Nora Molina Torres, Manuel Poyato, Inmaculada Poquet Catala, Virginia Pomar Solchaga, María Pilar Romero-Gómez, Clara Hernández, Helena Mozas Moriñigo, Mercedes Guillamón Sánchez, Zineb Karroud, Arianna Catino, Violeta Ramos Sesma, Santos del Campo, Pilar Fernández-Calle, Ana Fernández Cruz, Fernando Salvador, Rosa Mayayo-Alvira, Pilar Barco Núñez, Ana Isabel Peláez Ballesta, Silvia Suárez Diaz, Beatriz María Sanjuan, Nora Izko Gartzia, Teresa Aldámiz-Echevarría, Cecilia Tortajada Alamilla, Pau Bosch-Nicolau, María del Mar Alonso Socas, Sonia Calzado Isbert, Jose R. Arribas, Juan Fernández-Lahera, Elizabet Petkova Saiz, Eva Jiménez, Gabriela Abelenda-Alonso, Alba Ribera Puig, Pascual Sanabria-Carretero, Sara Rodrigo González, Irene Díaz de la Torre, Tamara Manso Gómez, Carmen Sáez Barberá, Roi Suárez Gil, Paloma García-Clemente, Héctor Meijide Míguez, Elsa Izquierdo-García, Josune Goikoetxea Agirre, Olalla Martínez Macia, Jesús Santos González, Guillermo Jiménez Álvarez, Cristina Marcelo-Calvo, Javier Coy Coy, Isabel Arenas-Berenguer, Julio García Rodríguez, Natalia Yustas-Benitez, Sarai Quirós-Fernández, Marina Noguerol-Gutiérrez, María Adalid Moll, Iván Bloise-Sánchez, Mario José Rodriguez Dominguez, Elena Salamanca, Francisco Mora Gómez, Lucio García-Fraile, Pablo Millán, C Gutiérrez, Montserrat Rodríguez, José Antonio Oteo Revuelta, Joseba Portu Zapirain, Cristina Moreno, Irene Carrillo Acosta, Jorge Calvo, Ana Mariño Callejo, David Romero-Ribate, Blanca Alonso, Elena Muñoz del Val, Elena Resino Foz, Olaia Rodriguez-Fraga, Miguel Villamarín, Irene Amores-Hernández, Laura Muñoz López, Esther García Almodóvar, Ismael Casares Guerrero, Angélica Villanueva-Freije, Nuria Parra Arribas, Montserrat Sanmarti Vilamala, Macarena Lerín-Baratas, Mercedes Castro-Martínez, Melissa Carreres Candela, Lucia Suárez Pérez, Jose Manuel Iturzaeta-Sánchez, Thamires Silva-Freire, José Antonio Peregrina, María Luisa Machado Sicilia, Sergio Zurita, Daniel Molina Morant, Olga González-Peña, Fernando Lázaro-Perona, Paloma Oliver-Saez, Beatriz Mestre-Gómez, Luis Díaz Díez Picazo, Silvia García-Bujalance, Francisco Rodríguez Gómez, Pere Comas Casanova, Carlos Ruiz Martínez, Alberto Delgado-Iribarren, Berta Alonso-González, Isabel Moreno-Parra, Teresa Gómez-Ballesteros, Araceli Menéndez, Jose Manuel Añón, Ruth Jorge García, Jonathan Cámara Fernández, Miguel Górgolas Hernández-Mora, Itziar Diego Yagüe, Miriam Latorre-Millán, Covadonga Morcate Fernández, M. Río-García, Elisabet Lerma-Chippirraz, Carmen Yllera Gutiérrez, Francesc Albertí, Eva Flores, Carmen R. Uña Orejón, Patricio González-Pizarro, Neila Rodriguez-Roca, Miguel Fernández-Huerta, Inés Ferrer Ortiz, María José Blanco Vidal, Juan Pablo Avilés, Alicia Lorenzo Hernández, Mireia Puig Campmany, José Bravo-Ferrer, Gonzalo Martínez-Alés, Pablo Marguenda Contreras, M. Sánchez, Antonio García Pardo, Yolanda Meije, Francisco Tejerina, Carolina Hernández Carballo, Victoria Moreno, Daniel Laorden-Escudero, Ana Barrios Blandino, Alexia Costanza Espiño Álvarez, Ana Milagro Beamonte, Jerónimo Pachón, S San José-Villar, Marta Morando, María del Carmen Navarro Sáez, Rodolfo Álvarez-Sala Walther, Jon Ugalde Espiñeira, Fernando De la Calle Prieto, Nuria Fernández, Iván Pelegrín Senent, Alba Rueda López, Cristina Schüffelmann, Marcelino Hayek Peraza, Laura Labajo-Montero, Angel Robles Marhuenda, Pilar Durán, Ana Esteban-Romero, María Rosa Oltra Sempere, Ana Cosmen Sánchez, Alex Smithson Amat, Margarita Ramírez-Schacke, Marco Antonio Sempere Alcocer, Paloma Carrera-Vázquez, M Miarons, Teresa García Delange, Amelia Rodriguez-Mariblanca, Eva Talavera García, Roberto Vates Gómez, Óscar Sanz Peláez, José María Muñoz-Ramón, José Luis García Fogeda, Isabel Arroyo-Rico, Verónica Cano Llorente, Fernando González-Romo, Alberto Alonso-Babarro, Fátima Brañas, Fabricio Iannuccelli, Pilar Álvarez Padín, Luis Metola Sacristán, Vicente Boix, Víctor Hontañón, Juan Berenguer, José Luís Del Pozo León, Patricia Sorní Moreno, Maria Isabel Torres, Rafael Mican Rivera, Amparo Blasco Claramunt, Carmen Ardanuy, Aychel Elena Roura Piloto, María Ángeles Molina, Isabel Asschert Agüero, Julía Alvárez del Vayo, Consuelo García-Sánchez, Begoña Reche-Martínez, Guillermo Cuervo, Carlos Iniesta, María Antonia Gómez-Mendieta, Ana María Noblejas Mozo, Andres Bartrina-Tarrio, Carmen De la Higuera Arranz, Yeray Untoria Tabares, Andrés Enrique Suárez-Plaza, Jesús Frías, Paloma López-Arévalo, Irene María Llorente-Cortijo, Instituto de Salud Carlos III, Ministerio de Ciencia e Innovación (España), and Fundación SEIMC-GESIDA

Subjects
Male, Prognostic variable, medicine.medical_specialty, Databases, Factual, Coronavirus disease 2019 (COVID-19), 030204 cardiovascular system & hematology, Cohort Studies, 03 medical and health sciences, 0302 clinical medicine, Internal medicine, Humans, Medicine, 030212 general & internal medicine, Aged, Retrospective Studies, Models, Statistical, SARS-CoV-2, business.industry, Mortality rate, COVID-19, Retrospective cohort study, Articles, Middle Aged, Prognosis, medicine.disease, Phenotype, Hospitals, Hospitalization, Logistic Models, Infectious Diseases, Spain, Cohort, Female, Lymphocytopenia, business, Cohort study
Abstract

REIPI-SEIMC COVID-19 group and COVID@HULP group., [Background] The clinical presentation of COVID-19 in patients admitted to hospital is heterogeneous. We aimed to determine whether clinical phenotypes of patients with COVID-19 can be derived from clinical data, to assess the reproducibility of these phenotypes and correlation with prognosis, and to derive and validate a simplified probabilistic model for phenotype assignment. Phenotype identification was not primarily intended as a predictive tool for mortality., [Methods] In this study, we used data from two cohorts: the COVID-19@Spain cohort, a retrospective cohort including 4035 consecutive adult patients admitted to 127 hospitals in Spain with COVID-19 between Feb 2 and March 17, 2020, and the COVID-19@HULP cohort, including 2226 consecutive adult patients admitted to a teaching hospital in Madrid between Feb 25 and April 19, 2020. The COVID-19@Spain cohort was divided into a derivation cohort, comprising 2667 randomly selected patients, and an internal validation cohort, comprising the remaining 1368 patients. The COVID-19@HULP cohort was used as an external validation cohort. A probabilistic model for phenotype assignment was derived in the derivation cohort using multinomial logistic regression and validated in the internal validation cohort. The model was also applied to the external validation cohort. 30-day mortality and other prognostic variables were assessed in the derived phenotypes and in the phenotypes assigned by the probabilistic model., [Findings] Three distinct phenotypes were derived in the derivation cohort (n=2667)—phenotype A (516 [19%] patients), phenotype B (1955 [73%]) and phenotype C (196 [7%])—and reproduced in the internal validation cohort (n=1368)—phenotype A (233 [17%] patients), phenotype B (1019 [74%]), and phenotype C (116 [8%]). Patients with phenotype A were younger, were less frequently male, had mild viral symptoms, and had normal inflammatory parameters. Patients with phenotype B included more patients with obesity, lymphocytopenia, and moderately elevated inflammatory parameters. Patients with phenotype C included older patients with more comorbidities and even higher inflammatory parameters than phenotype B. We developed a simplified probabilistic model (validated in the internal validation cohort) for phenotype assignment, including 16 variables. In the derivation cohort, 30-day mortality rates were 2·5% (95% CI 1·4–4·3) for patients with phenotype A, 30·5% (28·5–32·6) for patients with phenotype B, and 60·7% (53·7–67·2) for patients with phenotype C (log-rank test p, [Interpretation] Patients admitted to hospital with COVID-19 can be classified into three phenotypes that correlate with mortality. We developed and validated a simplified tool for the probabilistic assignment of patients into phenotypes. These results might help to better classify patients for clinical management, but the pathophysiological mechanisms of the phenotypes must be investigated., [Funding] Instituto de Salud Carlos III, Spanish Ministry of Science and Innovation, and Fundación SEIMC/GeSIDA., Funding: Instituto de Salud Carlos III, Spanish Ministry of Science and Innovation, and Fundación SEIMC/GeSIDA.

Published
2021

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