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Loucera-Mu\'f1ecas C, Canal-Rivero M, Ruiz-Veguilla M, et al. Aripiprazole as protector against COVID-19 mortality. Sci Rep. 2024;14(1):12362. doi:10.1038/s41598-024-60297-y.\par \par Niarakis A, Ostaszewski M, Mazein A, et al. Drug-target identification in COVID-19 disease mechanisms using computational systems biology approaches. Front Immunol. 2024;14:1282859. doi:10.3389/fimmu.2023.1282859.\par \par Chaves-Blanco L, de Salazar A, Fuentes A, et al. Evaluation of a combined detection of SARS-CoV-2 and its variants using real-time allele-specific PCR strategy: an advantage for clinical practice. Epidemiol Infect. 2023;151:e201. doi:10.1017/S095026882300184X.\par \par A second update on mapping the human genetic architecture of COVID-19. Nature. 2023;621(7977):E7-E26. doi:10.1038/s41586-023-06355-3.\par \par Loucera C, Perez-Florido J, Casimiro-Soriguer CS, et al. Assessing the Impact of SARS-CoV-2 Lineages and Mutations on Patient Survival. Viruses. 2022;14(9). doi:10.3390/v14091893.\par \par Ostaszewski M, Niarakis A, Mazein A, et al. COVID19 Disease Map, a computational knowledge repository of virus-host interaction mechanisms. Mol Syst Biol. 2021;17(10):e10387. doi:10.15252/msb.202110387.\par \par Loucera C, Pe\'f1a-Chilet M, Esteban-Medina M, et al. Real world evidence of calcifediol or vitamin D prescription and mortality rate of COVID-19 in a retrospective cohort of hospitalized Andalusian patients. Sci Rep. 2021;11(1):23380. doi:10.1038/s41598-021-02701-5.\par \par Ostaszewski M, Mazein A, Gillespie ME, et al. COVID-19 Disease Map, building a computational repository of SARS-CoV-2 virus-host interaction mechanisms. Sci Data. 2020;7(1):136. doi:10.1038/s41597-020-0477-8.\par \par Loucera C, Esteban-Medina M, Rian K, Falco MM, Dopazo J, Pe\'f1a-Chilet M. Drug repurposing for COVID-19 using machine learning and mechanistic models of signal transduction circuits related to SARS-CoV-2 infection. Signal Transduct Target Ther. 2020;5(1):290. doi:10.1038/s41392-020-00417-y.\par \par }