Maria Jose Esteban Giner, Maria Candelaria Martin Gonzalez, Begoña Cortés Rodríguez, Pedro Jesus Esteve Atienzar, Susana Plaza Canteli, Anabel Martin-Urda Diez-Canseco, Marta Leon Tellez, José Nicolás Alcalá Pedrajas, Manuel Rubio-Rivas, José Manuel Ramos-Rincón, José María Mora-Luján, Almudena Lopez Sampalo, Eva Garcia Sardon, Jose Loureiro-Amigo, Ricardo Gómez-Huelgas, Xavier Corbella, Jose Luis Serrano Carrillo de Albornoz, Jose Angel Martin Oterino, Ruth Gonzalez Ferrer, Pablo Telleria Gomez, Luis Felipe Diez Garcia, Antia Perez Pineiro, Carmen Yera Bergua, Leyre Jorquer Vidal, Ignacio Pérez Catalán, [Rubio-Rivas,M, Corbella,X, and Mora-Luján,JM] Department of Internal Medicine, Bellvitge University Hospital, Bellvitge Biomedical Research Institute-IDIBELL, University of Barcelona, Barcelona, Spain. [Corbella,X] Hestia Chair in Integrated Health and Social Care, School of Medicine, Universitat Internacional de Catalunya, Barcelona, Spain. [Loureiro-Amigo,J] Internal Medicine Department, Moisès Broggi Hospital, Sant Joan Despí, Barcelona, Spain. [López Sampalo,A] Internal Medicine Department, Regional University Hospital of Málaga, Málaga, Spain. [Yera Bergua,C] Internal Medicine Department, Virgen de la Salud Hospital, Toledo, Spain. [Esteve Atiénzar,PJ] Internal Medicine Department, San Juan de Alicante University Hospital, San Juan de Alicante, Alicante, Spain. [Díez García,LF] Internal Medicine Department, Torrecárdenas Hospital, Almería, Spain. [Gonzalez Ferrer,R] Internal Medicine Department, Tajo Hospital, Aranjuez, Madrid, Spain. [Plaza Canteli,S] Internal Medicine Department, Severo Ochoa University Hospital, Leganés, Madrid, Spain. [Pérez Piñeiro,A] Internal Medicine Department, Valle del Nalón Hospital, Riaño, Langreo, Asturias, Spain. [Cortés Rodríguez,B] Internal Medicine Department, Alto Guadalquivir Hospital, Andújar, Jaén, Spain. [Jorquer Vidal,L] Internal Medicine Department, Francesc de Borja Hospital, Gandia, Valencia, Spain. [Pérez Catalán,I] Internal Medicine Department, Castellón General University Hospital, Castellón de la Plana, Spain. [León Téllez,M] Internal Medicine Department, Santa Bárbara Hospital, Soria, Spain. [Martín Oterino,JA] Internal Medicine Department, Salamanca University Hospital Complex, Salamanca, Spain. [Martín González,MC] Internal Medicine Department, Canarias University Hospital, Santa Cruz de Tenerife, Spain. [Serrano Carrillo de Albornoz,JL] Internal Medicine Department, Poniente Hospital, Almería, Spain. [García Sardon,E] Internal Medicine Department, San Pedro de Alcántara Hospital, Cáceres, Spain. [Alcalá Pedrajas,JN] Internal Medicine Department, Pozoblanco Hospital, Pozoblanco, Córdoba, Spain. [Martin-Urda Diez-Canseco,A] Internal Medicine Department, Palamós Hospital, Palamós, Girona, Spain. [Esteban Giner,MJ] Internal Medicine Department, Virgen de los Lirios Hospital, Alcoy, Alicante, Spain. [Tellería Gómez,P] Internal Medicine Department, Valladolid Clinical University Hospital, Valladolid, Spain. [Ramos-Rincón,JM] Department of Clinical Medicine, Miguel Hernandez University of Elche, Alicante, Spain. [Gómez-Huelgas,R] Internal Medicine Department, Regional University Hospital of Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain.
(1) Background: Different clinical presentations in COVID-19 are described to date, from mild to severe cases. This study aims to identify different clinical phenotypes in COVID-19 pneumonia using cluster analysis and to assess the prognostic impact among identified clusters in such patients. (2) Methods: Cluster analysis including 11 phenotypic variables was performed in a large cohort of 12,066 COVID-19 patients, collected and followed-up from 1 March to 31 July 2020, from the nationwide Spanish Society of Internal Medicine (SEMI)-COVID-19 Registry. (3) Results: Of the total of 12,066 patients included in the study, most were males (7052, 58.5%) and Caucasian (10,635, 89.5%), with a mean age at diagnosis of 67 years (standard deviation (SD) 16). The main pre-admission comorbidities were arterial hypertension (6030, 50%), hyperlipidemia (4741, 39.4%) and diabetes mellitus (2309, 19.2%). The average number of days from COVID-19 symptom onset to hospital admission was 6.7 (SD 7). The triad of fever, cough, and dyspnea was present almost uniformly in all 4 clinical phenotypes identified by clustering. Cluster C1 (8737 patients, 72.4%) was the largest, and comprised patients with the triad alone. Cluster C2 (1196 patients, 9.9%) also presented with ageusia and anosmia, cluster C3 (880 patients, 7.3%) also had arthromyalgia, headache, and sore throat, and cluster C4 (1253 patients, 10.4%) also manifested with diarrhea, vomiting, and abdominal pain. Compared to each other, cluster C1 presented the highest in-hospital mortality (24.1% vs. 4.3% vs. 14.7% vs. 18.6%, p <, 0.001). The multivariate study identified age, gender (male), body mass index (BMI), arterial hypertension, chronic obstructive pulmonary disease (COPD), ischemic cardiopathy, chronic heart failure, chronic hepatopathy, Charlson&rsquo, s index, heart rate and respiratory rate upon admission >, 20 bpm, lower PaO2/FiO2 at admission, higher levels of C-reactive protein (CRP) and lactate dehydrogenase (LDH), and the phenotypic cluster as independent factors for in-hospital death. (4) Conclusions: The present study identified 4 phenotypic clusters in patients with COVID-19 pneumonia, which predicted the in-hospital prognosis of clinical outcomes.