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4 results on '"Aina Gabarrell-Pascuet"'

1. The Association Between Substance Use Disorder and Depression During the COVID-19 Lockdown in Spain and the Moderating Role of Social Support: a Cross-Sectional Study

Author

Philippe Mortier, Beatriz Olaya, Paula Cristóbal-Narváez, Mireia Felez-Nobrega, Lydia Hanaa Faris, Jordi Alonso, Gemma Vilagut, Josep Maria Haro, Raquel López-Carrilero, Joan Domènech-Abella, and Aina Gabarrell-Pascuet

Subjects
Cross-sectional study, business.industry, Depressive symptoms, Major depressive disorder, Substance use disorder, medicine.disease, Social support, Substance abuse, Patient Health Questionnaire, Psychiatry and Mental health, Health psychology, COVID-19 lockdown, Spain, medicine, Original Article, Risk factor, business, Depression (differential diagnoses), Clinical psychology
Abstract

Substance use disorder is on the rise; it has increased massively during the COVID-19 lockdown and has been found as a risk factor for depressive symptoms and major depressive disorder. Less is known about the hypothetical moderating effect of social support in that association. Three thousand five hundred Spanish adults were interviewed by phone during the COVID-19 lockdown (May–June 2020). The 8-item Patient Health Questionnaire Depression Scale (PHQ-8) was used to measure the symptoms of depression. The CAGE Adapted to Include Drugs (CAGE-AID) questionnaire was used to assess substance use disorder during the previous month. Social support was measured through the Oslo Social Support Scale (OSSS-3). Regression models were constructed to assess factors related to depressive symptoms. People with substance use disorder (alcohol and drugs) showed considerable high levels of depressive symptoms, particularly among those with low levels of social support, which reported levels above major depressive disorder cut-off.

Published
2021
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2. The role of social support, detachment, and depressive and anxiety symptoms in suicidal thoughts and behaviours during the Covid-19 lockdown: Potential pathways

Author

Aina Gabarrell-Pascuet, Mireia Felez-Nobrega, Josep Maria Haro, Gemma Vilagut, Joan Domènech-Abella, Philippe Mortier, Beatriz Olaya, Jordi Alonso, and Paula Cristóbal-Narváez

Subjects
Mediation (statistics), Social network, Detachment, business.industry, media_common.quotation_subject, Depressive symptoms, Psychological intervention, COVID-19, Logistic regression, Mental health, Article, Social support, Suicide, Feeling, Anxiety symptoms, medicine, Anxiety, medicine.symptom, business, Psychology, General Psychology, Clinical psychology, media_common
Abstract

During the COVID-19 pandemic, anxiety and depressive symptoms, as well as problems related to social relationships, such as available social support and feelings of detachment from others, have worsened. These factors are strongly associated with suicidal thoughts and behaviours (STB). The effects of feelings of detachment on mental health and on STB have been scarcely studied, together with the relation that it may have with available social support. Therefore, the aim of the present study was to assess potential pathways connecting these conditions. A nationally representative sample of Spanish adults (N = 3305) was interviewed during the COVID-19 pandemic (June 2020). STB, social support, and depressive and anxiety symptoms were measured with the C-SSRS (modified version), OSSS-3, PHQ-8, and GAD-7 scales, respectively. Multivariable logistic regression models and mediation analyses were performed. Social support and some of its components (i.e., social network size and relations of reciprocity) were associated with lower odds of STB. Detachment significantly mediated (22% to 25%) these associations. Symptoms of emotional disorders significantly mediated the association between social support components (29% to 38%) – but not neighbourhood support – with STB, as well as the association between detachment and higher odds of STB (47% to 57%). In both cases, depressive symptoms were slightly stronger mediating factors when compared to anxiety symptoms. Our findings suggest that interventions aimed at lowering depressive and anxiety symptoms, and STB should provide social support and help tackle the feeling of detachment in a complementary way.

Published
2021
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3. Development and validation of a prediction model for 30-day mortality in hospitalised patients with COVID-19: the COVID-19 SEIMC score

Author

Juan Salillas, Miguel Fernández Huerta, Patricio González-Pizarro, Francisco Javier Membrillo, Raul Galera, Jesús Rodríguez-Baño, Lydia Galvez, Juan Cuadros-González, Aina Gabarrell-Pascuet, Jorge Diaz-Garzon, INMA JARRIN, Claudia González-Rico, Alicia Rico Nieto, Cristina Cervera, Carlos Bea Serrano, Alberto Ouro Villasante, Guillermo Ruiz-Carrascoso, Beatriz Díaz-Pollán, María del mar Arcos Rueda, Julio Garcia-Rodriguez, BELEN GUTIÉRREZ-GUTIÉRREZ, MARCO ANTONIO SEMPERE ALCOCER, Cristina Verdú Sánchez, Lucía Hernández-Rivas, Guillermo Cuervo, Alejandro Smithson, Miguel Torralba, Iván Bloise, Alexander Rombauts, Carlos Toro, Lucio Jesus García-Fraile Fraile, Alejandro García-Ruiz de Morales, Cecilia Tortajada, KAPIL LAXMAN NANWANI NANWANI, Lorena De la Mora Cañizo, Laia Lorenzo-Esteller, Jorge Álvarez Troncoso, Cristina Roca Oporto, Alejandro Martin-Quiros, José A. Oteo, Eduardo Malmierca Corral, Stefan Stewart, Jerónimo Pachón, Almudena Gutiérrez-Arroyo, Moreno-Cuerda Victor, Carlos Carpio, Emilio Cendejas-Bueno, Pilar Fernandez-Calle, Antonio Javier Carcas Sansuán, Alexy Inciarte, Pablo Ryan, Luis Puente-Maestu, Jesús Troya García, Francisco de Asís Alcántara Nicolás, Gabriela Abelenda-Alonso, Natividad Benito, Daniel Prieto Arribas, Jesus Mingorance, Jose L Del Pozo, Jordi Carratala, Cristina Marcelo, Marta Ruiz-Algueró, Sarah CARO BRAGADO, Juan Berenguer, Vicens Diaz-Brito, Víctor Hontañón Antoñana, Julen Cadiñanos, Jose Arribas, María Jesús Jaras Hernández, Henar Calvo Sánchez, Elisa Cordero, Instituto de Salud Carlos III, Fundación Seimc-Gesida, Plan Nacional de I+D+i (España), Ministerio de Ciencia y Universidades (España), Unión Europea. Fondo Europeo de Desarrollo Regional (FEDER/ERDF), Red de Investigación Cooperativa en Investigación en Sida (España), Red de Investigación Cooperativa en Investigación en Patología Infecciosa (España), Fundación SEIMC-GESIDA, Ministerio de Ciencia, Innovación y Universidades (España), European Commission, Red Española de Investigación en SIDA, Red Española de Investigación en Patología Infecciosa, Universidad de Cantabria, UAM. Departamento de Farmacología, and UAM. Departamento de Medicina

Subjects
Male, Neutrophils, Respiratory Infection, 030204 cardiovascular system & hematology, Logistic regression, 0302 clinical medicine, Diagnòstic, Risk Factors, Respiratory infection, Diagnosis, Epidemiology, 030212 general & internal medicine, Hospital Mortality, Aged, 80 and over, Prediction theory, Age Factors, clinical epidemiology, Middle Aged, Tool, Emergency medicine, Female, Glomerular Filtration Rate, Pulmonary and Respiratory Medicine, Adult, Prognostic variable, medicine.medical_specialty, Medicina, Renal function, Diagnosis tripod, 03 medical and health sciences, Sex Factors, emergency medicine, Internal medicine, medicine, pneumonia, Humans, Derivation, Lymphocyte Count, Aged, Inpatients, Receiver operating characteristic, business.industry, SARS-CoV-2, Clinical epidemiology, COVID-19, Pneumonia, medicine.disease, Individual prognosis, critical care, Oxygen, Critical care, Logistic Models, Dyspnea, ROC Curve, Teoria de la predicció, Viral infection, viral infection, business, Kidney disease
Abstract

COVID-19@Spain and COVID@HULP Study., [Objective] To develop and validate a prediction model of mortality in patients with COVID-19 attending hospital emergency rooms., [Design] Multivariable prognostic prediction model., [Setting] 127 Spanish hospitals., [Participants] Derivation (DC) and external validation (VC) cohorts were obtained from multicentre and single-centre databases, including 4035 and 2126 patients with confirmed COVID-19, respectively., [Interventions] Prognostic variables were identified using multivariable logistic regression., [Main outcome measures] 30-day mortality., [Results] Patients’ characteristics in the DC and VC were median age 70 and 61 years, male sex 61.0% and 47.9%, median time from onset of symptoms to admission 5 and 8 days, and 30-day mortality 26.6% and 15.5%, respectively. Age, low age-adjusted saturation of oxygen, neutrophil-to-lymphocyte ratio, estimated glomerular filtration rate by the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation, dyspnoea and sex were the strongest predictors of mortality. Calibration and discrimination were satisfactory with an area under the receiver operating characteristic curve with a 95% CI for prediction of 30-day mortality of 0.822 (0.806–0.837) in the DC and 0.845 (0.819–0.870) in the VC. A simplified score system ranging from 0 to 30 to predict 30-day mortality was also developed. The risk was considered to be low with 0–2 points (0%–2.1%), moderate with 3–5 (4.7%–6.3%), high with 6–8 (10.6%–19.5%) and very high with 9–30 (27.7%–100%)., [Conclusions] A simple prediction score, based on readily available clinical and laboratory data, provides a useful tool to predict 30-day mortality probability with a high degree of accuracy among hospitalised patients with COVID-19., This work was supported by Fundación SEIMC/GeSIDA. The funders had no role in study design, data collection, data interpretation or writing of the manuscript. JB, JRB, IJ, JC, JP and JRA received funding for research from Plan Nacional de I+D+i 2013‐2016 and Instituto de Salud Carlos III, Subdirección General de Redes y Centros de Investigación Cooperativa, Ministerio de Ciencia, Innovación y Universidades, cofinanced by the European Development Regional Fund “A way to achieve Europe”, Operative program Intelligent Growth 2014‐2020. Spanish AIDS Research Network (RIS) (RD16/0025/0017 (JB), RD16/0025/0018 (JRA), RD16CIII/0002/0006 (IJ)). Spanish Network for Research in Infectious Diseases (REIPI) (RD16/0016/0001 (JRB), RD16/0016/0005 (JC) and RD16/0016/0009 (JP)).

Published
2021

4. 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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