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García‐Mateo N, Álvaro‐Meca A, Postigo T, Ortega A, de la de la Fuente A, Almansa R, Jorge N, González‐González L, Recio LS, Martínez I, Martín‐Vicente M, Muñoz‐Gómez MJ, Más V, Vázquez M, Cano O, Vélez‐Serrano D, Tamayo L, Berezo JÁ, Herrán‐Monge R, Blanco J, Enríquez P, Ryan‐Murua P, de la Martínez de la Gándara A, Rodríguez C, Andrade G, Bustamante‐Munguira E, Renedo Sánchez‐Girón G, Cicuendez Ávila R, Bustamante‐Munguira J, Trapiello W, Gallego Curto E, Úbeda‐Iglesias A, Salgado‐Villén M, Berruguilla‐Pérez E, del de la Torre MDC, Güell E, Casadiego F, Estella Á, Recuerda Núñez M, Sánchez Calvo JM, Campos‐Fernández S, Peñasco‐Martín Y, García Unzueta MT, Martínez Varela I, Bouza Vieiro MT, Pérez‐García F, Moreno‐Romero A, Socias L, López Messa J, Pérez Bastida L, Vidal‐Cortés P, del del Río‐Carbajo L, del Nieto del Olmo J, Prol‐Silva E, Sagredo Meneses V, Albalá Martínez N, González‐Rivera M, Gómez JM, Carbonell N, Blasco ML, de de Gonzalo‐Calvo D, González J, Caballero J, Barberá C, Martín Delgado MC, Valdivia LJ, Martín‐López C, Nieto MT, Jorge García RN, Maseda E, Loza‐Vázquez A, Eiros JM, Motos A, Fernández‐Barat L, Casenco‐Ribas J, Ceccato A, Barbé F, Kelvin DJ, Bermejo‐Martin JF, Tedim AP, Resino S, Torres A. Machine-learning analysis identifies "elite" viral controllers with increased survival and homeostatic responses in critical COVID-19. Clin Transl Med 2025; 15:e70241. [PMID: 40285348 PMCID: PMC12031886 DOI: 10.1002/ctm2.70241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 01/24/2025] [Accepted: 02/12/2025] [Indexed: 04/29/2025] Open
Affiliation(s)
- Nadia García‐Mateo
- Group for Biomedical Research in Sepsis (BioSepsis)Instituto de Investigación Biomédica de Salamanca (IBSAL)Gerencia Regional de Salud de Castilla y LeónSalamancaSpain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
| | - Alejandro Álvaro‐Meca
- Department of Preventive Medicine and Public HealthFaculty of Health ScienceUniversidad Rey Juan CarlosAlcorcónMadridSpain
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)Instituto de Salud Carlos IIIMadridSpain
| | - Tamara Postigo
- Group for Biomedical Research in Sepsis (BioSepsis)Instituto de Investigación Biomédica de Salamanca (IBSAL)Gerencia Regional de Salud de Castilla y LeónSalamancaSpain
| | - Alicia Ortega
- Group for Biomedical Research in Sepsis (BioSepsis)Instituto de Investigación Biomédica de Salamanca (IBSAL)Gerencia Regional de Salud de Castilla y LeónSalamancaSpain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
| | - Amanda de la de la Fuente
- Group for Biomedical Research in Sepsis (BioSepsis)Instituto de Investigación Biomédica de Salamanca (IBSAL)Gerencia Regional de Salud de Castilla y LeónSalamancaSpain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
| | - Raquel Almansa
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Department of Cellular BiologyHistology and PharmacologyUniversity of ValladolidValladolidSpain
| | - Noelia Jorge
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
| | - Laura González‐González
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
| | - Lara Sánchez Recio
- Group for Biomedical Research in Sepsis (BioSepsis)Instituto de Investigación Biomédica de Salamanca (IBSAL)Gerencia Regional de Salud de Castilla y LeónSalamancaSpain
| | - Isidoro Martínez
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)Instituto de Salud Carlos IIIMadridSpain
- Viral Infection and Immunity UnitCentro Nacional de MicrobiologíaInstituto de Salud Carlos IIIMajadahondaSpain
| | - María Martín‐Vicente
- Viral Infection and Immunity UnitCentro Nacional de MicrobiologíaInstituto de Salud Carlos IIIMajadahondaSpain
| | - María José Muñoz‐Gómez
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)Instituto de Salud Carlos IIIMadridSpain
- Viral Infection and Immunity UnitCentro Nacional de MicrobiologíaInstituto de Salud Carlos IIIMajadahondaSpain
| | - Vicente Más
- Viral Infection and Immunity UnitCentro Nacional de MicrobiologíaInstituto de Salud Carlos IIIMajadahondaSpain
| | - Mónica Vázquez
- Viral Infection and Immunity UnitCentro Nacional de MicrobiologíaInstituto de Salud Carlos IIIMajadahondaSpain
| | - Olga Cano
- Viral Infection and Immunity UnitCentro Nacional de MicrobiologíaInstituto de Salud Carlos IIIMajadahondaSpain
| | - Daniel Vélez‐Serrano
- Department of Statistics and Operations ResearchUniversidad Complutense de MadridPlaza de CienciasMadridSpain
| | - Luis Tamayo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Critical Care Medicine ServiceHospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - José Ángel Berezo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Critical Care Medicine ServiceHospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Rubén Herrán‐Monge
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Critical Care Medicine ServiceHospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Jesús Blanco
- Critical Care Medicine ServiceHospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Pedro Enríquez
- Critical Care Medicine ServiceHospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Pablo Ryan‐Murua
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)Instituto de Salud Carlos IIIMadridSpain
- Internal Medicine ServiceHospital Infanta LeonorMadridSpain
| | | | - Covadonga Rodríguez
- Critical Care Medicine Service, Hospital Infanta Leonor, Avenida de la Gran Vía del EsteMadridSpain
| | - Gloria Andrade
- Critical Care Medicine Service, Hospital Infanta Leonor, Avenida de la Gran Vía del EsteMadridSpain
| | - Elena Bustamante‐Munguira
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Critical Care Medicine ServiceHospital Clínico Universitario de ValladolidGerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Gloria Renedo Sánchez‐Girón
- Critical Care Medicine ServiceHospital Clínico Universitario de ValladolidGerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Ramón Cicuendez Ávila
- Critical Care Medicine ServiceHospital Clínico Universitario de ValladolidGerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Juan Bustamante‐Munguira
- Cardiovascular Surgery ServiceHospital Clínico Universitario de ValladolidGerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Wysali Trapiello
- Clinical Analysis ServiceHospital Clínico Universitario de ValladolidGerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Elena Gallego Curto
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Critical Care Medicine ServiceHospital San Pedro de AlcántaraCáceresSpain
| | | | | | | | | | - Estel Güell
- Department of Intensive Care MedicineHospital de MataróMataróBarcelonaSpain
| | - Fernando Casadiego
- Department of Intensive Care MedicineHospital de MataróMataróBarcelonaSpain
| | - Ángel Estella
- Intensive Care UnitHospital Universitario de JerezDepartamento de MedicinaUniversidad de CádizINiBICAJerez de la FronteraSpain
| | - María Recuerda Núñez
- Intensive Care UnitHospital Universitario de JerezDepartamento de MedicinaUniversidad de CádizINiBICAJerez de la FronteraSpain
| | | | | | - Yhivian Peñasco‐Martín
- Critical Care Medicine ServiceHospital Universitario Marqués de ValdecillaSantanderSpain
| | | | | | | | - Felipe Pérez‐García
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)Instituto de Salud Carlos IIIMadridSpain
- Clinical Microbiology ServiceHospital Universitario Príncipe de AsturiasMadridSpain
- Biomedicine and Biotechnology DepartmentFaculty of MedicineUniversidad de AlcaláMadridSpain
| | - Ana Moreno‐Romero
- Clinical Analysis ServiceHospital Universitario Príncipe de AsturiasMadridSpain
| | - Lorenzo Socias
- Intensive Care UnitHospital Universitario Son LlàtzerPalmaSpain
| | - Juan López Messa
- Critical Care Medicine ServiceComplejo Asistencial Universitario de PalenciaPalenciaSpain
| | - Leire Pérez Bastida
- Critical Care Medicine ServiceComplejo Asistencial Universitario de PalenciaPalenciaSpain
| | - Pablo Vidal‐Cortés
- Intensive Care UnitComplejo Hospitalario Universitario de OurenseOurenseSpain
| | | | | | | | - Víctor Sagredo Meneses
- Critical Care Medicine ServiceComplejo Universitario Asistencial de SalamancaSalamancaSpain
| | - Noelia Albalá Martínez
- Critical Care Medicine ServiceComplejo Universitario Asistencial de SalamancaSalamancaSpain
| | | | - José Manuel Gómez
- Critical Care Medicine ServiceHospital General Universitario Gregorio MarañónMadridSpain
| | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico Universitario de ValenciaValenciaSpain
| | - María Luisa Blasco
- Intensive Care Unit, Hospital Clínico Universitario de ValenciaValenciaSpain
| | - David de de Gonzalo‐Calvo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Translational Research in Respiratory MedicineUniversity Hospital Arnau de Vilanova and Santa MariaInstitut de Recerca Biomèdica de LleidaLleidaSpain
| | - Jessica González
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Translational Research in Respiratory MedicineUniversity Hospital Arnau de Vilanova and Santa MariaInstitut de Recerca Biomèdica de LleidaLleidaSpain
| | - Jesús Caballero
- Critical Care Medicine ServiceHospital Universitari Arnau de VilanovaLleidaSpain
| | - Carme Barberá
- Critical Care Medicine ServiceHospital Universitari de Santa MariaLleidaSpain
| | - María Cruz Martín Delgado
- Intensive Care UnitHospital Universitario de TorrejónUniversidad Francisco de VitoriaTorrejón de ArdozMadridSpain
| | | | | | | | | | - Emilio Maseda
- Anesthesiology and Reanimation ServiceHospital Universitario de la PazMadridSpain
| | - Ana Loza‐Vázquez
- Critical Care Medicine ServiceHospital Universitario Nuestra Señora de ValmeSevillaSpain
| | - José María Eiros
- Microbiology ServiceHospital Universitario Río HortegaGerencia Regional de Salud de Castilla y LeónValladolidSpain
| | - Anna Motos
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Department of PulmonologyHospital Clinic de BarcelonaInstitut D Investigacions August Pi I Sunyer (IDIBAPS)Universidad de BarcelonaBarcelonaSpain
| | - Laia Fernández‐Barat
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Department of PulmonologyHospital Clinic de BarcelonaInstitut D Investigacions August Pi I Sunyer (IDIBAPS)Universidad de BarcelonaBarcelonaSpain
| | - Joan Casenco‐Ribas
- Department of PulmonologyHospital Clinic de BarcelonaInstitut D Investigacions August Pi I Sunyer (IDIBAPS)Universidad de BarcelonaBarcelonaSpain
| | - Adrián Ceccato
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Critical Care CenterInstitut d'Investigació i Innovació Parc Taulí (I3PT)Hospital Universitari Sagrat CorSabadellSpain
| | - Ferrán Barbé
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Translational Research in Respiratory MedicineUniversity Hospital Arnau de Vilanova and Santa MariaInstitut de Recerca Biomèdica de LleidaLleidaSpain
| | - David J. Kelvin
- Department of Microbiology and ImmunologyFaculty of MedicineCanadian Center for Vaccinology (CCfV)Dalhousie UniversityHalifaxNSCanada
- Laboratory of ImmunityShantou University Medical CollegeShantouGuangdongChina
| | - Jesús F. Bermejo‐Martin
- Group for Biomedical Research in Sepsis (BioSepsis)Instituto de Investigación Biomédica de Salamanca (IBSAL)Gerencia Regional de Salud de Castilla y LeónSalamancaSpain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Department of MedicineFaculty of MedicineUniversidad de SalamancaSalamancaSpain
| | - Ana P. Tedim
- Group for Biomedical Research in Sepsis (BioSepsis)Instituto de Investigación Biomédica de Salamanca (IBSAL)Gerencia Regional de Salud de Castilla y LeónSalamancaSpain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
| | - Salvador Resino
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC)Instituto de Salud Carlos IIIMadridSpain
- Viral Infection and Immunity UnitCentro Nacional de MicrobiologíaInstituto de Salud Carlos IIIMajadahondaSpain
| | - Antoni Torres
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Department of PulmonologyHospital Clinic de BarcelonaInstitut D Investigacions August Pi I Sunyer (IDIBAPS)Universidad de BarcelonaBarcelonaSpain
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Sánchez A, García-Pardo G, Martí A, Gómez-Bertomeu F, Chafino S, Massanella M, Flores-Piñas M, Cedó L, Vidal F, Peraire J, Rull A. Omics for searching plasma biomarkers associated with unfavorable COVID-19 progression in hypertensive patients. Sci Rep 2025; 15:10343. [PMID: 40133696 PMCID: PMC11937446 DOI: 10.1038/s41598-025-94725-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Accepted: 03/17/2025] [Indexed: 03/27/2025] Open
Abstract
Hypertension is one of the most common risk factors for COVID-19 clinical progression. The identification of plasma biomarkers for anticipating worse clinical outcomes and to better understand the shared mechanisms between hypertension and COVID-19 are needed. A hypothesis-generating study was designed to compare plasma proteomics and metabolomics between 22 hypertensives (HT) and 41 non-hypertensives (nHT) patients with the most unfavorable COVID-19 progression. A total of 43 molecules were significantly differed between HT (n = 22) and nHT (n = 41). Random Forest (RF) analysis identified myo-inositol, gelsolin and phosphatidylcholine (PC) 32:1 as the top molecules for distinguishing between HT and nHT. Plasma myo-inositol and gelsolin were higher (P = 0.03 and P = 0.02, respectively) and plasma PC 32:1 was lower (P = 0.03) in HT compared to nHT. Biological processes like stress response and blood coagulation, along with KEGG pathways including ascorbate and aldarate metabolism (P = 0.021) and linoleic acid metabolism (P = 0.028), were altered in hypertensive patients with the most unfavorable COVID-19 progression. There is a clear link between hypertension and severe COVID-19. Key biological pathways to consider for improving the prognosis and quality of life of hypertensive patients who become infected with SARS-CoV-2 include oxidative stress, ascorbate and aldarate metabolism, lipid metabolism, immune system and inflammation.
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Affiliation(s)
- Alba Sánchez
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Graciano García-Pardo
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili (URV), Tarragona, Spain
| | - Anna Martí
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
| | - Frederic Gómez-Bertomeu
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili (URV), Tarragona, Spain
| | - Silvia Chafino
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Marta Massanella
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- IrsiCaixa, Hospital Universitari Germans Trias i Pujol, 08916, Badalona, Spain
| | - Marina Flores-Piñas
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
| | - Lídia Cedó
- Grup de Recerca en Diabetis i Malalties Metabòliques Associades (DIAMET), Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari Joan XXIII, Tarragona, Spain
- CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM)-Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Francesc Vidal
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili (URV), Tarragona, Spain
| | - Joaquim Peraire
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain.
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
- Universitat Rovira i Virgili (URV), Tarragona, Spain.
| | - Anna Rull
- Infection and Immunity (INIM), Institut Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain.
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
- Universitat Rovira i Virgili (URV), Tarragona, Spain.
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3
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Hagman K, Postigo T, Diez-Castro D, Ursing J, Bermejo-Martin JF, de la Fuente A, Tedim AP. Prevalence and clinical relevance of viraemia in viral respiratory tract infections: a systematic review. THE LANCET. MICROBE 2025; 6:100967. [PMID: 39342950 DOI: 10.1016/j.lanmic.2024.100967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 07/12/2024] [Accepted: 07/30/2024] [Indexed: 10/01/2024]
Abstract
In this Review, we analysed the prevalence of viraemia during infection with SARS-CoV-2 and other relevant respiratory viruses, including other human coronaviruses such as MERS-CoV and SARS-CoV, adenovirus, human metapneumovirus, human rhinovirus/enterovirus, influenza A and B virus, parainfluenza virus, and respiratory syncytial virus. First, a preliminary systematic search was conducted to identify articles published before May 23, 2024 that reported on viraemia during infection with respiratory viruses. The articles were then analysed for relevant terms to identify the prevalence of viraemia, its association with the disease severity and long-term consequences, and host responses. A total of 202 articles were included in the final study. The pooled prevalence of viraemia was 34% for SARS-CoV-2 and between 6% and 65% for other viruses. Association of viraemia with disease severity was extensively reported for SARS-CoV-2 and also for SARS-CoV, MERS-CoV, adenoviruses, rhinoviruses, respiratory syncytial virus, and influenza A(H1N1)pdm09 (albeit with low evidence). SARS-CoV-2 viraemia was linked to memory problems and worsened quality of life. Viraemia was associated with signatures denoting dysregulated host responses. In conclusion, the high prevalence of viraemia and its association with disease severity suggests that viraemia could be a relevant pathophysiological event with important translational implications in respiratory viral infections.
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Affiliation(s)
- Karl Hagman
- Department of Infectious Diseases, Sahlgrenska University Hospital, Gothenburg, Sweden; Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Tamara Postigo
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - David Diez-Castro
- Department of Anatomy and Histology, Faculty of Medicine, University of Salamanca, Salamanca, Spain; Group for Biomedical Research in Neuroendocrinology and Obesity, IBSAL, University of Salamanca, Salamanca, Spain
| | - Johan Ursing
- Department of Infectious Diseases, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Jesús F Bermejo-Martin
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Department of Medicine, Faculty of Medicine, University of Salamanca, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain.
| | - Amanda de la Fuente
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain
| | - Ana P Tedim
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain
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4
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de la Fuente A, López-Sánchez J, Vaquero-Roncero LM, Merino García M, Sánchez Barrado ME, Sánchez-Hernández MV, Garcia-Mateo N, Rico-Feijoo J, Muñoz-Bellvís L, González de Castro R, Tedim AP, Ortega A, Abdel-Lah Fernández O, Suárez-de-la-Rica A, Maseda E, Trejo González I, García Carrera GL, Marcos-Vidal JM, Nieto Arranz JM, Chiscano-Camón L, Ferrer R, Ruiz-Rodríguez JC, González-López JJ, Vila Fernández JA, Prieto Carballo R, Lopez-Izquierdo R, Garrosa S, Barón B, Esteban-Velasco C, Aldecoa C, Bermejo-Martin JF. Synergistic impact of innate immunity hyper-activation and endothelial dysfunction on the magnitude of organ failure in the infection-sepsis continuum. Int J Infect Dis 2024; 146:107142. [PMID: 38901729 DOI: 10.1016/j.ijid.2024.107142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 06/04/2024] [Accepted: 06/14/2024] [Indexed: 06/22/2024] Open
Abstract
OBJECTIVES Identifying host response biomarkers implicated in the emergence of organ failure during infection is key to improving the early detection of this complication. METHODS Twenty biomarkers of innate immunity, T-cell response, endothelial dysfunction, coagulation, and immunosuppression were profiled in 180 surgical patients with infections of diverse severity (IDS) and 53 with no infection (nIDS). Those better differentiating IDS/nIDS in the area under the curve were combined to test their association with the sequential organ failure assessment score by linear regression analysis in IDS. Results were validated in another IDS cohort of 174 patients. RESULTS C-reactive protein, procalcitonin, pentraxin-3, lipocalin-2 (LCN2), tumoral necrosis factor-α, angiopoietin-2, triggering receptor expressed on myeloid cells-1 (TREM-1) and interleukin (IL)-15 yielded an area under the curve ≥0.75 to differentiate IDS from nIDS. The combination of LCN2, IL-15, TREM-1, angiopoietin-2 (Dys-4) showed the strongest association with sequential organ failure assessment score in IDS (adjusted regression coefficient; standard error; P): Dys-4 (3.55;0.44; <0.001), LCN2 (2.24; 0.28; <0.001), angiopoietin-2 (1.92; 0.33; <0.001), IL-15 (1.78; 0.40; <0.001), TREM-1(1.74; 0.46; <0.001), tumoral necrosis factor-α (1.60; 0.31; <0.001), pentraxin-3 (1.12; 0.18; <0.001), procalcitonin (0.85; 0.12; <0.001). Dys-4 provided similar results in the validation cohort. CONCLUSIONS There is a synergistic impact of innate immunity hyper-activation (LCN2, IL-15, TREM-1) and endothelial dysfunction (angiopoietin-2) on the magnitude of organ failure during infection.
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Affiliation(s)
- Amanda de la Fuente
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain
| | - Jaime López-Sánchez
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - Luis Mario Vaquero-Roncero
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Anaesthesiology and Reanimation Service, Complejo Asistencial Universitario de Salamanca, Salamanca, Spain
| | - María Merino García
- Anaesthesiology and Reanimation Service, Complejo Asistencial Universitario de León, León, Spain
| | - María Elisa Sánchez Barrado
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Anaesthesiology and Reanimation Service, Complejo Asistencial Universitario de Salamanca, Salamanca, Spain
| | | | - Nadia Garcia-Mateo
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain
| | - Jesús Rico-Feijoo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Anaesthesiology and Reanimation Service, Hospital Universitario Río Hortega, Valladolid, Spain
| | - Luis Muñoz-Bellvís
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | | | - Ana P Tedim
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain
| | - Alicia Ortega
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain
| | - Omar Abdel-Lah Fernández
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - Alejandro Suárez-de-la-Rica
- Department of Anesthesiology and Surgical Critical Care, Hospital Universitario de La Princesa, Madrid, Spain
| | - Emilio Maseda
- Department of Anesthesiology and Surgical Critical Care, Hospital Universitario La Paz, Madrid, Spain
| | - Ignacio Trejo González
- Anaesthesiology and Reanimation Service, Complejo Asistencial Universitario de Salamanca, Salamanca, Spain
| | | | - José Miguel Marcos-Vidal
- Anaesthesiology and Reanimation Service, Complejo Asistencial Universitario de León, León, Spain
| | - Juan Manuel Nieto Arranz
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - Luis Chiscano-Camón
- Intensive Care Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Shock, Organ Dysfunction and Resuscitation Research Group, Vall d'Hebron Research Institute (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ricard Ferrer
- Intensive Care Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Shock, Organ Dysfunction and Resuscitation Research Group, Vall d'Hebron Research Institute (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Juan Carlos Ruiz-Rodríguez
- Intensive Care Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Shock, Organ Dysfunction and Resuscitation Research Group, Vall d'Hebron Research Institute (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Juan José González-López
- Department of Clinical Microbiology, Vall d'Hebron Hospital Universitari, Barcelona, Spain; Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Departament of Genetics and Microbiology, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - José Alberto Vila Fernández
- Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Regina Prieto Carballo
- Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Raul Lopez-Izquierdo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Sonsoles Garrosa
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - Beatriz Barón
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - Carmen Esteban-Velasco
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - César Aldecoa
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Anaesthesiology and Reanimation Service, Hospital Universitario Río Hortega, Valladolid, Spain
| | - Jesús F Bermejo-Martin
- Group for Biomedical Research in Respiratory Infection & Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Department of Medicine, Faculty of Medicine, University of Salamanca, Salamanca, Spain.
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5
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Compeer B, Neijzen TR, van Lelyveld SFL, Martina BEE, Russell CA, Goeijenbier M. Uncovering the Contrasts and Connections in PASC: Viral Load and Cytokine Signatures in Acute COVID-19 versus Post-Acute Sequelae of SARS-CoV-2 (PASC). Biomedicines 2024; 12:1941. [PMID: 39335455 PMCID: PMC11428903 DOI: 10.3390/biomedicines12091941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/13/2024] [Accepted: 08/20/2024] [Indexed: 09/30/2024] Open
Abstract
The recent global COVID-19 pandemic has had a profound and enduring impact, resulting in substantial loss of life. The scientific community has responded unprecedentedly by investigating various aspects of the crisis, particularly focusing on the acute phase of COVID-19. The roles of the viral load, cytokines, and chemokines during the acute phase and in the context of patients who experienced enduring symptoms upon infection, so called Post-Acute Sequelae of COVID-19 or PASC, have been studied extensively. Here, in this review, we offer a virologist's perspective on PASC, highlighting the dynamics of SARS-CoV-2 viral loads, cytokines, and chemokines in different organs of patients across the full clinical spectrum of acute-phase disease. We underline that the probability of severe or critical disease progression correlates with increased viral load levels detected in the upper respiratory tract (URT), lower respiratory tract (LRT), and plasma. Acute-phase viremia is a clear, although not unambiguous, predictor of PASC development. Moreover, both the quantity and diversity of functions of cytokines and chemokines increase with acute-phase disease severity. Specific cytokines remain or become elevated in the PASC phase, although the driving factor of ongoing inflammation found in patients with PASC remains to be investigated. The key findings highlighted in this review contribute to a further understanding of PASC and their differences and overlap with acute disease.
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Affiliation(s)
- Brandon Compeer
- Artemis Bioservices B.V., 2629 JD Delft, The Netherlands
- Department of Medical Microbiology, University Medical Center Amsterdam (UMC, Amsterdam), 1105 AZ Amsterdam, The Netherlands
| | - Tobias R Neijzen
- Department of Intensive Care Medicine, Spaarne Gasthuis, 2035 RC Haarlem, The Netherlands
| | | | | | - Colin A Russell
- Department of Medical Microbiology, University Medical Center Amsterdam (UMC, Amsterdam), 1105 AZ Amsterdam, The Netherlands
| | - Marco Goeijenbier
- Department of Medical Microbiology, University Medical Center Amsterdam (UMC, Amsterdam), 1105 AZ Amsterdam, The Netherlands
- Department of Intensive Care, Erasmus MC University Medical Centre, 3015 GD Rotterdam, The Netherlands
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6
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Nakamura K, Goto T, Shiraishi K, Yonekawa A, Eriguchi Y, Akashi K, Shimono N, Chong Y. Clinical and virological features of SARS-CoV-2 Omicron variant-infected immunocompromised patients receiving immunosuppressive medications. BMC Infect Dis 2024; 24:736. [PMID: 39060971 PMCID: PMC11282631 DOI: 10.1186/s12879-024-09633-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 07/18/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND The prognosis of immunocompromised individuals with COVID-19 remains a significant concern. Information regarding the clinical and virological characteristics of immunocompromised patients infected with SARS-CoV-2 during the Omicron variant period is limited. METHODS Medical records of patients admitted to our hospital with COVID-19 during the Omicron (BA.1-5) epidemic were retrospectively reviewed. Clinical, virological (nasopharyngeal swabs and blood), and serological data were compared between immunocompromised patients receiving immunosuppressive medications (calcineurin inhibitors, mycophenolate mofetil, or steroids) and control patients not receiving immunosuppressive medications. RESULTS Twenty-eight immunocompromised patients (25 transplant recipients) and 26 control patients were included. Fourteen of the immunocompromised patients (50%) received monoclonal antibodies. The immunocompromised group included 15 mild/moderate (53.6%), 10 severe (35.7%), and three critical (10.7%) disease severities. The mortality rate due to COVID-19 during hospitalization was 3.6% (1/28) in the immunocompromised group, with no difference between the two groups. Three cases of re-exacerbation after discharge occurred in the immunocompromised group and none in the control group. Linear regression based on nasopharyngeal real-time-PCR cycle threshold (Ct) values according to the time since symptom onset showed markedly slower viral clearance in the immunocompromised group than in the control group (Pslope = 0.078). In the immunocompromised group, patients who received monoclonal antibodies showed faster viral clearance than those who did not receive monoclonal antibodies. The convalescent anti-spike IgG titers were comparable to those in the control group in patients who received monoclonal antibodies and significantly lower than those in the control patients in patients who did not receive monoclonal antibodies (P < 0.001). The prevalence of viremia at onset was significantly higher in the immunocompromised group than in the control group (35.7%, [10/28] vs. 11.5%, [3/26]; P = 0.003). All three patients with critical disease severity in the immunocompromised group exhibited viremia, one of whom died. All three patients with viremia in the control group were critical, of whom two died. CONCLUSIONS Immunocompromised individuals receiving immunosuppressive medications are more likely to show delayed post-infection SARS-CoV-2 viral clearance and the development of viremia, potentially resulting in worsening severity and outcomes, especially in viremic patients, even during the Omicron epidemic.
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Affiliation(s)
- Keiji Nakamura
- Department of General Medicine, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
- Center for the Study of Global Infection, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Takeyuki Goto
- Medicine and Biosystemic Science, Kyushu University Graduate School of Medical Sciences (The First Department of Internal Medicine), 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Kenichiro Shiraishi
- Department of Clinical Immunology, Rheumatology, and Infectious Disease, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Akiko Yonekawa
- Center for the Study of Global Infection, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Yoshihiro Eriguchi
- Department of Clinical Immunology, Rheumatology, and Infectious Disease, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Koichi Akashi
- Medicine and Biosystemic Science, Kyushu University Graduate School of Medical Sciences (The First Department of Internal Medicine), 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Nobuyuki Shimono
- Department of General Medicine, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
- Center for the Study of Global Infection, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Yong Chong
- Department of Clinical Immunology, Rheumatology, and Infectious Disease, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan.
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7
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Belmonte T, Perez-Pons M, Benítez ID, Molinero M, García-Hidalgo MC, Rodríguez-Muñoz C, Gort-Paniello C, Moncusí-Moix A, Madè A, Devaux Y, Martelli F, Ortega A, González J, Torres G, Barbé F, de Gonzalo-Calvo D. Addressing the unsolved challenges in microRNA-based biomarker development: Suitable endogenous reference microRNAs for SARS-CoV-2 infection severity. Int J Biol Macromol 2024; 269:131926. [PMID: 38688344 DOI: 10.1016/j.ijbiomac.2024.131926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 05/02/2024]
Abstract
Circulating cell-free microRNAs (miRNAs) are promising biomarkers for medical decision-making. Suitable endogenous controls are essential to ensure reproducibility. We aimed to identify and validate endogenous reference miRNAs for qPCR data normalization in samples from SARS-CoV-2-infected hospitalized patients. We used plasma samples (n = 170) from COVID-19 patients collected at hospital admission (COVID-Ponent project, www.clinicaltrials.gov/NCT04824677). First, 179 miRNAs were profiled using RT-qPCR. After stability assessment, candidates were validated using the same methodology. miRNA stability was analyzed using the geNorm, NormFinder and BestKeeper algorithms. Stability was further evaluated using an RNA-seq dataset derived from COVID-19 hospitalized patients, along with plasma samples from patients with critical COVID-19 profiled using RT-qPCR. In the screening phase, after strict control of expression levels, stability assessment selected eleven candidates (miR-17-5p, miR-20a-5p, miR-30e-5p, miR-106a-5p, miR-151a-5p, miR-185-5p, miR-191-5p, miR-423-3p, miR-425-5p, miR-484 and miR-625-5p). In the validation phase, all algorithms identified miR-106a-5p and miR-484 as top endogenous controls. No association was observed between these miRNAs and clinical or sociodemographic characteristics. Both miRNAs were stably detected and showed low variability in the additional analyses. In conclusion, a 2-miRNA panel composed of miR-106a-5p and miR-484 constitutes a first-line normalizer for miRNA-based biomarker development using qPCR in hospitalized patients infected with SARS-CoV-2.
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Affiliation(s)
- Thalia Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María C García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Carlos Rodríguez-Muñoz
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Alisia Madè
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 MI, Italy
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Precision Health, Luxembourg Institute of Health, L-1445 Strassen, Luxembourg
| | - Fabio Martelli
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 MI, Italy
| | - Alicia Ortega
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Gerencia Regional de Salud de Castilla y León, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
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Sganzerla Martinez G, Garduno A, Toloue Ostadgavahi A, Hewins B, Dutt M, Kumar A, Martin-Loeches I, Kelvin DJ. Identification of Marker Genes in Infectious Diseases from ScRNA-seq Data Using Interpretable Machine Learning. Int J Mol Sci 2024; 25:5920. [PMID: 38892107 PMCID: PMC11172967 DOI: 10.3390/ijms25115920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 05/24/2024] [Accepted: 05/25/2024] [Indexed: 06/21/2024] Open
Abstract
A common result of infection is an abnormal immune response, which may be detrimental to the host. To control the infection, the immune system might undergo regulation, therefore producing an excess of either pro-inflammatory or anti-inflammatory pathways that can lead to widespread inflammation, tissue damage, and organ failure. A dysregulated immune response can manifest as changes in differentiated immune cell populations and concentrations of circulating biomarkers. To propose an early diagnostic system that enables differentiation and identifies the severity of immune-dysregulated syndromes, we built an artificial intelligence tool that uses input data from single-cell RNA sequencing. In our results, single-cell transcriptomics successfully distinguished between mild and severe sepsis and COVID-19 infections. Moreover, by interpreting the decision patterns of our classification system, we identified that different immune cells upregulating or downregulating the expression of the genes CD3, CD14, CD16, FOSB, S100A12, and TCRɣδ can accurately differentiate between different degrees of infection. Our research has identified genes of significance that effectively distinguish between infections, offering promising prospects as diagnostic markers and providing potential targets for therapeutic intervention.
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Affiliation(s)
- Gustavo Sganzerla Martinez
- Microbiology and Immunology, Dalhousie University, Halifax, NS B3H 4H7, Canada; (G.S.M.); (A.T.O.); (B.H.); (M.D.); (A.K.)
- Department of Pediatrics, Izaak Walton Killam (IWK) Health Center, Canadian Center for Vaccinology, Halifax, NS B3H 4H7, Canada
- Department of Immunology, Shantou University Medical College, Shantou 512025, China
| | - Alexis Garduno
- Department of Clinical Medicine, Trinity College Dublin, D08 NHY1 Dublin, Ireland; (A.G.); (I.M.-L.)
- Department of Intensive Care Medicine, St. James’s Hospital, D08 NHY1 Dublin, Ireland
| | - Ali Toloue Ostadgavahi
- Microbiology and Immunology, Dalhousie University, Halifax, NS B3H 4H7, Canada; (G.S.M.); (A.T.O.); (B.H.); (M.D.); (A.K.)
- Department of Pediatrics, Izaak Walton Killam (IWK) Health Center, Canadian Center for Vaccinology, Halifax, NS B3H 4H7, Canada
- Department of Immunology, Shantou University Medical College, Shantou 512025, China
| | - Benjamin Hewins
- Microbiology and Immunology, Dalhousie University, Halifax, NS B3H 4H7, Canada; (G.S.M.); (A.T.O.); (B.H.); (M.D.); (A.K.)
- Department of Pediatrics, Izaak Walton Killam (IWK) Health Center, Canadian Center for Vaccinology, Halifax, NS B3H 4H7, Canada
- Department of Immunology, Shantou University Medical College, Shantou 512025, China
| | - Mansi Dutt
- Microbiology and Immunology, Dalhousie University, Halifax, NS B3H 4H7, Canada; (G.S.M.); (A.T.O.); (B.H.); (M.D.); (A.K.)
- Department of Pediatrics, Izaak Walton Killam (IWK) Health Center, Canadian Center for Vaccinology, Halifax, NS B3H 4H7, Canada
- Department of Immunology, Shantou University Medical College, Shantou 512025, China
| | - Anuj Kumar
- Microbiology and Immunology, Dalhousie University, Halifax, NS B3H 4H7, Canada; (G.S.M.); (A.T.O.); (B.H.); (M.D.); (A.K.)
- Department of Pediatrics, Izaak Walton Killam (IWK) Health Center, Canadian Center for Vaccinology, Halifax, NS B3H 4H7, Canada
- Department of Immunology, Shantou University Medical College, Shantou 512025, China
| | - Ignacio Martin-Loeches
- Department of Clinical Medicine, Trinity College Dublin, D08 NHY1 Dublin, Ireland; (A.G.); (I.M.-L.)
- Department of Intensive Care Medicine, St. James’s Hospital, D08 NHY1 Dublin, Ireland
- Multidisciplinary Intensive Care Research Organization (MICRO), St. James’s Hospital, D08 NHY1 Dublin, Ireland
| | - David J. Kelvin
- Microbiology and Immunology, Dalhousie University, Halifax, NS B3H 4H7, Canada; (G.S.M.); (A.T.O.); (B.H.); (M.D.); (A.K.)
- Department of Pediatrics, Izaak Walton Killam (IWK) Health Center, Canadian Center for Vaccinology, Halifax, NS B3H 4H7, Canada
- Department of Immunology, Shantou University Medical College, Shantou 512025, China
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Cilloniz C, Dy-Agra G, Pagcatipunan RS, Torres A. Viral Pneumonia: From Influenza to COVID-19. Semin Respir Crit Care Med 2024; 45:207-224. [PMID: 38228165 DOI: 10.1055/s-0043-1777796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024]
Abstract
Respiratory viruses are increasingly recognized as a cause of community-acquired pneumonia (CAP). The implementation of new diagnostic technologies has facilitated their identification, especially in vulnerable population such as immunocompromised and elderly patients and those with severe cases of pneumonia. In terms of severity and outcomes, viral pneumonia caused by influenza viruses appears similar to that caused by non-influenza viruses. Although several respiratory viruses may cause CAP, antiviral therapy is available only in cases of CAP caused by influenza virus or respiratory syncytial virus. Currently, evidence-based supportive care is key to managing severe viral pneumonia. We discuss the evidence surrounding epidemiology, diagnosis, management, treatment, and prevention of viral pneumonia.
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Affiliation(s)
- Catia Cilloniz
- Hospital Clinic of Barcelona, IDIBAPS, CIBERESA, Barcelona, Spain
- Faculty of Health Sciences, Continental University, Huancayo, Peru
| | - Guinevere Dy-Agra
- Institute of Pulmonary Medicine, St Luke's Medical Center-Global City, Taguig, Metro Manila, Philippines
| | - Rodolfo S Pagcatipunan
- Institute of Pulmonary Medicine, St Luke's Medical Center-Global City, Taguig, Metro Manila, Philippines
| | - Antoni Torres
- Hospital Clinic of Barcelona, IDIBAPS, CIBERESA, Barcelona, Spain
- School of Medicine, University of Barcelona, Barcelona, Spain
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10
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de la Fuente A, Postigo T, Sanus Ferri F, Domínguez-Gil M, Álvarez-Manzanares J, Eiros JM, Carbajosa Rodríguez V, Sanchez Ramon S, Ortega A, Fadrique Millán LN, Vaquero-Roncero LM, Esteban-Velasco C, Navarro-Matías E, Barbé F, Bermejo-Martin JF, Lopez-Izquierdo R. Synergistic impact of N-antigenemia profiled by a rapid antigen test and low anti-S1 antibodies on the risk of hospitalization in COVID-19. Int J Infect Dis 2024; 140:132-135. [PMID: 38311026 DOI: 10.1016/j.ijid.2024.01.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 01/22/2024] [Accepted: 01/26/2024] [Indexed: 02/06/2024] Open
Abstract
OBJECTIVES Identifying patients with COVID-19 who are at risk of poor evolution is key to early decide on their hospitalization. We evaluated the combined impact of nucleocapsid (N)-antigenemia profiled by a rapid test and antibodies against the S1 subunit of the SARS-CoV S protein (S1) on the hospitalization risk of patients with COVID-19. METHODS N-antigenemia and anti-S1 antibodies were profiled at admission to the emergency department in 146 patients with COVID-19 using the Panbio® antigen Rapid Test and the SARS-CoV-2 immunoglobulin G II Quant/SARS-CoV-2 immunoglobulin G assay from Abbott. A multivariable analysis was used to evaluate the impact of these factors on hospitalization. RESULTS Patients with a positive N-antigen test in plasma and anti-S1 levels <2821 arbitrary units/mL needed hospitalization more frequently (20 of 23, 87%). A total of 20 of 71 (28.2%) of those showing a negative N-antigen test and anti-S1 ≥2821 arbitrary units/mL were hospitalized for 18 of 52 (34.6%) of the patients with only one of these conditions. Patients with a positive N-antigen test and low antibody levels showed an odds ratio, 95% confidence interval, and P-value for hospitalization of 18.21, 2.74-121.18, and 0.003, respectively, and exhibited the highest mortality (30.4%). CONCLUSIONS Simultaneous profiling of a rapid N-antigen test in plasma and anti-S1 levels could help to early identify patients with COVID-19 needing hospitalization.
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Affiliation(s)
- Amanda de la Fuente
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain
| | - Tamara Postigo
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, Salamanca, Spain
| | - Francisco Sanus Ferri
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB07/06/2008), Instituto de Salud Carlos III, Madrid, Spain
| | - Marta Domínguez-Gil
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Microbiology Service, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Jesús Álvarez-Manzanares
- Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Jose María Eiros
- Microbiology Service, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Virginia Carbajosa Rodríguez
- Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Susana Sanchez Ramon
- Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Alicia Ortega
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain
| | - Laura N Fadrique Millán
- Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Luis Mario Vaquero-Roncero
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Anaesthesiology and Reanimation Service, Complejo Asistencial Universitario de Salamanca, Salamanca, Spain
| | - Carmen Esteban-Velasco
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - Elena Navarro-Matías
- Primary Care Research Unit of Salamanca (APISAL), Salamanca Primary Care Management, Salamanca, Spain; Institute of Biomedical Research of Salamanca (IBSAL), Salamanca, Spain; Castilla and León Health Service-SACYL, Gerencia Regional de Salud, Valladolid, Spain
| | - Ferran Barbé
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB07/06/2008), Instituto de Salud Carlos III, Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRB Lleida, Lleida, Spain
| | - Jesús F Bermejo-Martin
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; School of Medicine, Universidad de Salamanca, Salamanca, Spain.
| | - Raul Lopez-Izquierdo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES, CB22/06/00035), Instituto de Salud Carlos III, Madrid, Spain; Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
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11
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Yang Z, Cai K, Liao Y, Wu WC, Xing L, Hu M, Ren J, Zhang J, Zhu X, Yuan K, Wang S, Huang H, Yang C, Zhang M, Shi M, Lu H. Total Infectome Characterization of Respiratory Infections during the 2022-23 COVID-19 Outbreak in China Revealed Extensive Coinfections with Links to SARS-CoV-2 Status, Age, and Disease Severity. Pathogens 2024; 13:216. [PMID: 38535561 PMCID: PMC10974474 DOI: 10.3390/pathogens13030216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/29/2024] [Accepted: 02/20/2024] [Indexed: 02/11/2025] Open
Abstract
Between 7 December 2022 and 28 February 2023, China experienced a new wave of COVID-19 that swept across the entire country and resulted in an increasing amount of respiratory infections and hospitalizations. The purpose of this study is to reveal the intensity and composition of coinfecting microbial agents. In total, 196 inpatients were recruited from The Third People's Hospital of Shenzhen, and 169 respiratory and 73 blood samples were collected for metagenomic next-generation sequencing. The total "Infectome" was characterized and compared across different groups defined by the SARS-CoV-2 detection status, age groups, and severity of disease. Our results revealed a total of 22 species of pathogenic microbes (4 viruses, 13 bacteria, and 5 fungi), and more were discovered in the respiratory tract than in blood. The diversity of the total infectome was highly distinguished between respiratory and blood samples, and it was generally higher in patients that were SARS-CoV-2-positive, older in age, and with more severe disease. At the individual pathogen level, HSV-1 seemed to be the major contributor to these differences observed in the overall comparisons. Collectively, this study reveals the highly complex respiratory infectome and high-intensity coinfection in patients admitted to the hospital during the period of the 2023 COVID-19 pandemic in China.
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Affiliation(s)
- Zhongzhou Yang
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China; (Z.Y.); (Y.L.); (W.-C.W.); (M.H.); (C.Y.)
| | - Kanru Cai
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, The Third People’s Hospital of Shenzhen, Shenzhen 518112, China; (K.C.); (J.Z.); (X.Z.); (M.Z.)
| | - Yuqi Liao
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China; (Z.Y.); (Y.L.); (W.-C.W.); (M.H.); (C.Y.)
| | - Wei-Chen Wu
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China; (Z.Y.); (Y.L.); (W.-C.W.); (M.H.); (C.Y.)
| | - Li Xing
- BGI Genomics, BGI-Shenzhen, Shenzhen 518000, China; (L.X.); (J.R.); (K.Y.); (S.W.); (H.H.)
| | - Minxuan Hu
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China; (Z.Y.); (Y.L.); (W.-C.W.); (M.H.); (C.Y.)
| | - Jiali Ren
- BGI Genomics, BGI-Shenzhen, Shenzhen 518000, China; (L.X.); (J.R.); (K.Y.); (S.W.); (H.H.)
| | - Jieyun Zhang
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, The Third People’s Hospital of Shenzhen, Shenzhen 518112, China; (K.C.); (J.Z.); (X.Z.); (M.Z.)
| | - Xiuyun Zhu
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, The Third People’s Hospital of Shenzhen, Shenzhen 518112, China; (K.C.); (J.Z.); (X.Z.); (M.Z.)
| | - Ke Yuan
- BGI Genomics, BGI-Shenzhen, Shenzhen 518000, China; (L.X.); (J.R.); (K.Y.); (S.W.); (H.H.)
| | - Shunyao Wang
- BGI Genomics, BGI-Shenzhen, Shenzhen 518000, China; (L.X.); (J.R.); (K.Y.); (S.W.); (H.H.)
| | - Hui Huang
- BGI Genomics, BGI-Shenzhen, Shenzhen 518000, China; (L.X.); (J.R.); (K.Y.); (S.W.); (H.H.)
| | - Chunhui Yang
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China; (Z.Y.); (Y.L.); (W.-C.W.); (M.H.); (C.Y.)
| | - Mingxia Zhang
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, The Third People’s Hospital of Shenzhen, Shenzhen 518112, China; (K.C.); (J.Z.); (X.Z.); (M.Z.)
| | - Mang Shi
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China; (Z.Y.); (Y.L.); (W.-C.W.); (M.H.); (C.Y.)
| | - Hongzhou Lu
- Department of Infectious Diseases, National Clinical Research Center for Infectious Diseases, The Third People’s Hospital of Shenzhen, Shenzhen 518112, China
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Reddy H, Javvaji CK, Malali S, Kumar S, Acharya S, Toshniwal S. Navigating the Cytokine Storm: A Comprehensive Review of Chemokines and Cytokines in Sepsis. Cureus 2024; 16:e54275. [PMID: 38496165 PMCID: PMC10944554 DOI: 10.7759/cureus.54275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 02/11/2024] [Indexed: 03/19/2024] Open
Abstract
This comprehensive review thoroughly explores the intricate relationship between chemokines, cytokines, and the cytokine storm in sepsis, offering a nuanced understanding of the molecular mechanisms underpinning this life-threatening syndrome. Beginning with examining sepsis stages and immune response dynamics, the review emphasizes the dysregulation leading to the cytokine storm, where pro- and anti-inflammatory cytokines disrupt the delicate immune equilibrium. Delving into chemokines, the discussion encompasses subfamilies, receptors, and functions, highlighting their critical roles in immune cell migration and activation during sepsis. The implications for clinical practice are substantial, suggesting avenues for targeted diagnostics and therapeutic interventions. The review identifies areas for future research, including the search for novel biomarkers, deeper insights into cytokine regulation, and the pursuit of personalized medicine approaches. This comprehensive exploration aims to guide clinicians, researchers, and policymakers in navigating the complexities of sepsis, fostering a foundation for transformative advancements in understanding and managing this formidable clinical challenge.
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Affiliation(s)
- Harshitha Reddy
- Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Chaitanya Kumar Javvaji
- Pediatrics, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Suprit Malali
- Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Sunil Kumar
- Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Sourya Acharya
- Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Saket Toshniwal
- Internal Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
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13
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Salvador E, Mazzi C, De Santis N, Bertoli G, Jonjić A, Coklo M, Majdan M, Peñalvo JL, Buonfrate D. Impact of domiciliary administration of NSAIDs on COVID-19 hospital outcomes: an unCoVer analysis. Front Pharmacol 2023; 14:1252800. [PMID: 37876733 PMCID: PMC10591104 DOI: 10.3389/fphar.2023.1252800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/25/2023] [Indexed: 10/26/2023] Open
Abstract
Background: Effective domiciliary treatment can be useful in the early phase of COVID-19 to limit disease progression, and pressure on hospitals. There are discrepant data on the use of non-steroidal anti-inflammatory drugs (NSAIDs). Aim of this study is to evaluate whether the clinical outcome of patients who were hospitalized for COVID-19 is influenced by domiciliary treatment with NSAIDs. Secondary objective was to explore the association between other patient characteristics/therapies and outcome. Methods: A large dataset of COVID-19 patients was created in the context of a European Union-funded project (unCoVer). The primary outcome was explored using a study level random effects meta-analysis for binary (multivariate logistic regression models) outcomes adjusted for selected factors, including demographics and other comorbidities. Results: 218 out of 1,144 patients reported use of NSAIDs before admission. No association between NSAIDs use and clinical outcome was found (unadj. OR: 0.96, 95%CI: 0.68-1.38). The model showed an independent upward risk of death with increasing age (OR 1.06; 95% CI 1.05-1.07) and male sex (1.36; 95% CI 1.04-1.76). Conclusion: In our study, the domiciliary use of NSAIDs did not show association with clinical outcome in patients hospitalized with COVID-19. Older ages and male sex were associated to an increased risk of death.
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Affiliation(s)
- Elena Salvador
- Department of Infectious Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Cristina Mazzi
- Clinical Research Unit, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Nicoletta De Santis
- Department of Infectious Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Giulia Bertoli
- Department of Infectious Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Antonija Jonjić
- Centre for Applied Bioanthropology, Institute for Anthropological Research, Zagreb, Croatia
| | - Miran Coklo
- Centre for Applied Bioanthropology, Institute for Anthropological Research, Zagreb, Croatia
| | - Marek Majdan
- Institute for Global Health and Epidemiology, Trnava University, Trnava, Slovakia
| | - José L. Peñalvo
- Unit of Non-Communicable Diseases, Institute of Tropical Medicine, Antwerp, Belgium
- Global Health Institute, University of Antwerp, Antwerp, Belgium
| | - Dora Buonfrate
- Department of Infectious Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
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14
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Banecki KMRM, Dora KA. Endothelin-1 in Health and Disease. Int J Mol Sci 2023; 24:11295. [PMID: 37511055 PMCID: PMC10379484 DOI: 10.3390/ijms241411295] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/04/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
Discovered almost 40 years ago, the potent vasoconstrictor peptide endothelin-1 (ET-1) has a wide range of roles both physiologically and pathologically. In recent years, there has been a focus on the contribution of ET-1 to disease. This has led to the development of various ET receptor antagonists, some of which are approved for the treatment of pulmonary arterial hypertension, while clinical trials for other diseases have been numerous yet, for the most part, unsuccessful. However, given the vast physiological impact of ET-1, it is both surprising and disappointing that therapeutics targeting the ET-1 pathway remain limited. Strategies aimed at the pathways influencing the synthesis and release of ET-1 could provide new therapeutic avenues, yet research using cultured cells in vitro has had little follow up in intact ex vivo and in vivo preparations. This article summarises what is currently known about the synthesis, storage and release of ET-1 as well as the role of ET-1 in several diseases including cardiovascular diseases, COVID-19 and chronic pain. Unravelling the ET-1 pathway and identifying therapeutic targets has the potential to treat many diseases whether through disease prevention, slowing disease progression or reversing pathology.
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Affiliation(s)
| | - Kim A Dora
- Department of Pharmacology, University of Oxford, Mansfield Road, Oxford OX1 3QT, UK
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