Publications

  • Perez-Pons, M; Benítez, ID; Molinero, M; García-Hidalgo, MC; Rodríguez-Muñoz, C; Sanchez-Rodriguez, M; Belmonte, T; Vilanova, MR; Moreno, PN; Moreno, MP; Prim, EB; Comella, T; Pérez-Sainz, A; Cuadrat, I; Utrillo-Montagut, L; Nicolas-Sánchez, F; Moncusí-Moix, A; Gort-Paniello, C; Postigo, T; Ortega, A; González, J; Barbé, F; Bermejo-Martin, JF; Torres, G; de Gonzalo-Calvo, D

    Integration of the circulating miRNome and clinical information to predict 90-day mortality in elderly COVID-19 subphenotypes

    iScience 29 -. .

    [doi:10.1016/j.isci.2026.116951]

  • Estella, A; Tedim, AP; Häder, A; Ortega, A; García-Mateo, N; de la Fuente, A; Postigo, T; Núñez, MR; Calvo, JMS; de Gonzalo-Calvo, D; Torres, A; Barbe, F; Deinhardt-Emmer, S; Bermejo-Martin, JF

    Poor control of pulmonary viral replication in COVID-19 patients with early respiratory failure

    Anaesthesia Critical Care & Pain Medicine 45 -. .

    [doi:10.1016/j.accpm.2026.101779]

  • Matute-Blanco, L; Benitez, ID; Belmonte, T; Casanova-Sandoval, J; Garcia-Guimaraes, M; Molinero, M; Rivera, K; Fuertes-Ferre, G; Guerrero, AP; Segovia, RM; Barbe, F; Bardaji, A; Worner, F; Fernandez-Rodriguez, D; de Gonzalo-Calvo, D

    Coronary macrovascular and microvascular involvement and their association with distinct circulating microRNA patterns: The ANFIBIO Study

    ATHEROSCLEROSIS 417 120778-120778. .

    [doi:10.1016/j.atherosclerosis.2026.120778]

  • Sanhueza, S; Cabrera, C; Quiroga, R; Antilef, B; Muñoz, C; Vera, A; Cartes, R; Lamperti, L; Guzmán-Gutiérrez, E; Aguayo, C; Ormazábal, V; Hernández, MA; Lastra, J; Riffo, B; Cerda, G; Ferrada, L; de Gonzalo-Calvo, D; García-Hidalgo, MC; Henríquez, M; Barría, MI; Verdugo, RA; Colombo, A; Labarca, G; Nova-Lamperti, E

    De novo COVID-19-associated insulin resistance drives dysregulated neutrophil extracellular trap formation (NETosis) four months after infection

    Frontiers in Immunology 17 1787799-1787799. .

    [doi:10.3389/fimmu.2026.1787799]

  • Postigo-Casado, T; Ortega, A; Alvaro-Meca, A; Vélez-Serrano, D; García-Mateo, N; Tedim, AP; Almansa, R; Eiros, JM; de Gonzalo-Calvo, D; Moncusí-Moix, A; Gort-Paniello, C; Perez-Pons, M; Molinero, M; Dominguez-Gil, M; de la Fuente, A; González-González, L; Luis-García, T; Rodríguez-Jara, F; Jorge, N; González, J; Torres, G; Gutiérrez-Pérez, ON; Villegas, MJ; Campo, S; Ayllón, E; Albi, TR; Arribas, JD; Domingo, AA; Abadia-Otero, J; Barquero, JG; Trapiello, W; Frade, LJG; Inglada, L; del Campo, F; Barbé, F; Torres, A; López-Izquierdo, R; Bermejo-Martin, JF

    Key factors of the deranged antiviral response in elderly patients with COVID-19: a machine-learning analysis

    GeroScience -. .

    [doi:10.1007/s11357-026-02212-z]

  • Trindade, F; Sopic, M; Davies, MJ; Tsatsanis, C; Pinet, F; Ferreira, HB; Munjas, J; Mayilyan, KR; Formosa, MM; Attard, R; Farrugia, R; Vitorino, R; Khatib, S; Wettinger, SB; Novella, S; Kosek, V; Sohrabi, Y; Magni, P; Devauxv, Y; de Gonzalo-Calvow, D; Mardal, M

    Relevance of pre-analytical factors in multiomics: Toward a standardized blood processing protocol

    TRAC-TRENDS IN ANALYTICAL CHEMISTRY 196 -. .

    [doi:10.1016/j.trac.2026.118676]

  • García-Hidalgo, MC; Mota-Martorell, N; González, J; Benítez, ID; Company-Marín, I; Jové, M; Barbé, F; Amigó, N; Pamplona, R; de Gonzalo-Calvo, D; Torres, G

    Multilayer metabolomic integration reveals bioenergetic disruption in Long COVID

    Journal of Translational Medicine 24 237-237. .

    [doi:10.1186/s12967-026-07684-3]

  • Sánchez-Cucó, A.; Santisteve, S.; Vila, A.; Manzano, C.; Zuil, M.; Monge, A.; Sanz, C.; Gracia-Lavedan, E.; Ramírez-Seco, N.; Suárez, M.; BARRIL, S.; El Arfaoui, W.; Benítez, I.D.; Gatius, S.; Rombolá, C.A.; Fernández, L.; Pardina, M.; Esqué, M.T.; Garcia, V.; González, J.D.; Sampedro, C.A.; Montesinos, M.; Aviles, J.D.; Rodrigo, A.; Abellaneda, J.; Farré, P.; Vilo, L.; de Gonzalo-Calvo, D.; Yip, R.; Yankelevitz, D.F.; Henschke, C.I.; Barbé, F.; González Gutiérrez, J.

    Innovative Approach to Early Lung Cancer Detection: Integrating a Comprehensive Screening Program and an Incidental Pulmonary Nodule Clinic; Enfoque innovador para la detección precoz del cáncer de pulmón: integrando un programa de cribado integral y la consulta de nódulos pulmonares incidentales

    Open Respiratory Archives 8 100527-100527. .

    [doi:10.1016/j.opresp.2025.100527]

  • de Gonzalo-Calvo D.; García-Hidalgo M.C.; Chatterjee S.; Thum S.; Ferreira J.P.; Rossignol P.; Girerd N.; Verdonschot J.A.J.; Heymans S.; Staessen J.A.; Cleland J.G.F.; Zannad F.; Thum T.; Bär C.

    Mechanistic insights into heart failure progression and therapeutic target discovery through plasma microRNA profiling: Findings from HOMAGE

    European Journal of Internal Medicine 147 106724-106724. .

    [doi:10.1016/j.ejim.2026.106724]

  • Rodríguez-Muñoz, C; Vila, A; Santisteve, S; Sánchez-Cucó, A; Benítez, ID; García-Hidalgo, MC; Molinero, M; Perez-Pons, M; Moncusí-Moix, A; Barbé, F; González, J; de Gonzalo-Calvo, D

    TUG1: a potential endogenous reference gene for long noncoding RNA quantification in blood-based studies

    Biomarker Research 13 161-161. .

    [doi:10.1186/s40364-025-00871-2]

  • Molinero, M; Benitez, ID; Perez-Pons, M; Rodriguez-Muñoz, C; Gómez, S; Garcia-Hidalgo, MC; Sanchez-Rodriguez, M; Gort-Paniello, C; Moncusi-Moix, A; Torres, G; Ayestarán, JI; Socias, L; Zuil, M; Motos, A; Fernández-Barat, L; Canseco, J; Nuñez, MR; Ortega, A; Postigo, T; Caballero, J; Barberà, C; González, J; Torres, A; Barbe, F; Bermejo-Martin, JF; Estella, A; de Gonzalo-Calvo, D

    MicroRNA mapping of bronchial aspirate for molecular phenotyping and prognostication in patients on mechanical ventilation

    Molecular Therapy Nucleic Acids 36 102714-102714. .

    [doi:10.1016/j.omtn.2025.102714]

  • Galli, F; Forin, E; Motos, A; Saldarriaga, FJM; Gabarrus, A; Canseco, J; Fernandez-Barat, L; Barbeta, E; Calabretta, D; Ceccato, A; Bermejo-Martin, JF; Ferrer, R; Riera, J; Penuelas, O; Lorente, JA; de Gonzalo-Calvo, D; Menendez, R; Gonzalez, J; Palomeque, A; Soler-Comas, A; Amaya-Villar, R; Anon, JM; Marino, AB; Barbera, C; Barberan, J; Ortiz, AB; Bustamante-Munguira, E; Caballero, J; Canton-Bulnes, ML; Perez, CC; Carbonell, N; Catalan-Gonzalez, M; De Frutos, R; Franco, N; Galban, C; Lago, AL; Gumucio-Sanguino, VD; de la Torre, MD; Diaz, E; Estella, A; Curto, EG; Garcia-Garmendia, JL; Gomez, JM; Huerta, A; Garcia, RNJ; Loza-Vazquez, A; Marin-Corral, J; Delgado, MCM; de la Gandara, AM; Varela, IM; Messa, JL; Albaiceta, GM; Nieto, MT; Novo, MA; Penasco, Y; Perez-Garcia, F; Pozo-Laderas, JC; Ricart, P; Sagredo, V; Sanchez-Miralles, A; Chinesta, SS; Roche-Campo, F; Socias, L; Sole-Violan, J; Suarez-Sipmann, F; Lomas, LT; Trenado, J; Ubeda, A; Valdivia, LJ; Vidal, P; Boado, MV; Rodriguez, A; Ferrer, M; Barbe, F; Torres, A

    Immunosuppressed patients with COVID-19 pneumonia in ICU: clinical characteristics and factors influencing outcomes

    Pneumonia 17 30-30. .

    [doi:10.1186/s41479-025-00181-z]

Projects

  • Construcción de un algoritmo diagnóstico y pronóstico del derrame pleural maligno secundario a cáncer de pulmón mediante firmas de RNA no codificante y Machine Learning
  • Contratos predoctorales de formación en investigación en salud
  • Contrato Miguel Servet - Proyecto + RRHH
  • A systems biology approach to understand COVID-19 physiopathology and predictits outcome (SYSTEMS-BIO COVID) (2021-046-1)
  • Transcriptómica y machine learning para asistir en la toma de decisiones clínicas en pacientes con sospecha de apnea obstructiva del sueño