AUTHOR=H-Vázquez Juan , Cal-Sabater Paloma , Arribas-Rodríguez Elisa , Fiz-López Aida , Perez-Segurado Candido , Martín-Muñoz Álvaro , De Prado Ángel , Perez Mazzali Marina , de Castro Carolina G. , del Hierro Alejandro G. , de la Fuente Graciani Ignacio , Pérez González Sonia , Gutiérrez Sara , Tellería Pablo , Novoa Cristina , Rojo Rello Silvia , Garcia-Blesa Antonio , Sedano Rosa , Martínez García Ana María , Garcinuño Pérez Sonsoles , Domínguez-Gil Marta , Hernán García Cristina , Guerra Ma Mercedes , Muñoz-Sánchez Eduardo , Barragan-Pérez Cristina , Diez Morales Soraya , Casazza Donnarumma Oriana , Ramos Pollo Daniel , Santamarta Solla Natalia , Álvarez Manzanares Paula Ma , Bravo Sara , García Alonso Cristina , Avendaño Fernández Luis Alberto , Gay Alonso Jenifer , Garrote José A. , Arranz Eduardo , Eiros José María , Rescalvo Santiago Fernando , Quevedo Villegas Carolina , Tamayo Eduardo , Orduña Antonio , Dueñas Carlos , Peñarrubia María Jesús , Cuesta-Sancho Sara , Montoya María , Bernardo David TITLE=Unbiased immunome characterisation correlates with COVID-19 mRNA vaccine failure in immunocompromised adults JOURNAL=Frontiers in Immunology VOLUME=Volume 15 - 2024 YEAR=2024 URL=https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2024.1405217 DOI=10.3389/fimmu.2024.1405217 ISSN=1664-3224 ABSTRACT=IntroductionCoronavirus disease 2019 (COVID-19) affects the population unequally, with a greater impact on older and immunosuppressed people.MethodsHence, we performed a prospective experimental cohort study to characterise the effect of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccination in immune-compromised patients (older adults and oncohaematologic patients), compared with healthy counterparts, based on deep characterisation of the circulating immune cell subsets.Results and discussionWhile acquired humoral and cellular memory did not predict subsequent infection 18 months after full vaccination, spectral and computational cytometry revealed several subsets within the CD8+ T-cells, B-cells, natural killer (NK) cells, monocytes and TEMRA Tγδ cells that were differentially expressed in individuals who were subsequently infected and not infected not just following immunisation, but also prior to vaccination. Of note, we found up to seven clusters within the TEMRA Tγδ cell population, with some of them being expanded and others decreased in subsequently infected individuals. Moreover, some of these cellular clusters were also related to COVID-19-induced hospitalisation in oncohaematologic patients. Therefore, we have identified a cellular signature that even before vaccination is related to COVID-19 vulnerability as opposed to the acquisition of cellular and/or humoral memory following vaccination with SARS-CoV-2 messenger RNA (mRNA) vaccines.