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In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm

dc.contributor.authorArtigas, Laura
dc.contributor.authorComa, Mireia
dc.contributor.authorMatos-Filipe, Pedro
dc.contributor.authorAguirre-Plans, Joaquim
dc.contributor.authorFarrés, Judith
dc.contributor.authorValls, Raquel
dc.contributor.authorFernandez-Fuentes, Narcis
dc.contributor.authorde la Haba-Rodriguez, Juan
dc.contributor.authorOlvera, Alex
dc.contributor.authorBarbera, Jose
dc.contributor.authorMorales, Rafael
dc.contributor.authorOliva, Baldo
dc.contributor.authorMas, Jose Manuel
dc.contributor.authoraffiliation[Artigas,L; Coma,M; Matos-Filipe,P; Farrés,J; Valls,R; Mas,JM] Anaxomics Biotech, Barcelona, Spain. [Matos-Filipe,P; Aguirre-Plans,J; Oliva,B] Structural Bioinformatics Group, Research Programme on Biomedical Informatics, Department of Experimental and Health Science, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain. [Fernandez-Fuentes,N] Department of Biosciences, U Science Tech, Universitat de Vic-Universitat Central de Catalunya, Vic, Catalonia, Spain. [de la Haba-Rodriguez,J] Maimonides Biomedical Research Institute, Reina Sofia Hospital, University of Cordoba, Cordoba, Spain. [Olvera,A] Institut de Recerca de la Sida-IrsiCaixa, Hospital Universitari Germans Trias i Pujol, Badalona (Barcelona), Spain. [Barbera,J; Morales,R] Servicio de Medicina interna-Unidad de Infecciosas, La Mancha-Centro Hospital, Alcázar de San Juan, Spain.
dc.date.accessioned2020-12-04T11:17:23Z
dc.date.available2020-12-04T11:17:23Z
dc.date.issued2020-10-02
dc.description.abstractFrom January 2020, COVID-19 is spreading around the world producing serious respiratory symptoms in infected patients that in some cases can be complicated by the severe acute respiratory syndrome, sepsis and septic shock, multiorgan failure, including acute kidney injury and cardiac injury. Cost and time efficient approaches to reduce the burthen of the disease are needed. To find potential COVID-19 treatments among the whole arsenal of existing drugs, we combined system biology and artificial intelligence-based approaches. The drug combination of pirfenidone and melatonin has been identified as a candidate treatment that may contribute to reduce the virus infection. Starting from different drug targets the effect of the drugs converges on human proteins with a known role in SARS-CoV-2 infection cycle. Simultaneously, GUILDify v2.0 web server has been used as an alternative method to corroborate the effect of pirfenidone and melatonin against the infection of SARS-CoV-2. We have also predicted a potential therapeutic effect of the drug combination over the respiratory associated pathology, thus tackling at the same time two important issues in COVID-19. These evidences, together with the fact that from a medical point of view both drugs are considered safe and can be combined with the current standard of care treatments for COVID-19 makes this combination very attractive for treating patients at stage II, non-severe symptomatic patients with the presence of virus and those patients who are at risk of developing severe pulmonary complications.es_ES
dc.description.versionYeses_ES
dc.identifier.citationArtigas L, Coma M, Matos-Filipe P, Aguirre-Plans J, Farrés J, Valls R. In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm. PLoS One. 2020 Oct 2;15(10):e0240149.es_ES
dc.identifier.doi10.1371/journal.pone.0240149es_ES
dc.identifier.essn1932-6203
dc.identifier.pmcPMC7531795
dc.identifier.pmid33006999es_ES
dc.identifier.urihttp://hdl.handle.net/10668/3220
dc.journal.titlePLoS ONE
dc.language.isoen
dc.page.number20 p.
dc.publisherPLOSes_ES
dc.relation.publisherversionhttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0240149es_ES
dc.rights.accessRightsopen access
dc.subjectCoronavirus infectionses_ES
dc.subjectInfecciones por coronaviruses_ES
dc.subjectAntiviral agentses_ES
dc.subjectMelatonines_ES
dc.subjectCombined modality therapyes_ES
dc.subjectAntiviraleses_ES
dc.subjectMelatoninaes_ES
dc.subjectTerapia combinadaes_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Chemical Actions and Uses::Pharmacologic Actions::Therapeutic Uses::Anti-Infective Agents::Antiviral Agentses_ES
dc.subject.meshMedical Subject Headings::Diseases::Virus Diseases::RNA Virus Infections::Nidovirales Infections::Coronaviridae Infections::Coronavirus Infectionses_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Amino Acids, Peptides, and Proteins::Proteins::DNA-Binding Proteins::Receptors, Cytoplasmic and Nuclear::Receptors, Melatonines_ES
dc.subject.meshMedical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Therapeutics::Combined Modality Therapyes_ES
dc.subject.meshMedical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Drug Discovery::Drug Repositioninges_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Heterocyclic Compounds::Heterocyclic Compounds, 1-Ring::Pyridines::Pyridoneses_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Enzymes and Coenzymes::Enzymes::Hydrolases::Peptide Hydrolases::Proprotein Convertases::Furines_ES
dc.subject.meshMedical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humanses_ES
dc.subject.meshMedical Subject Headings::Information Science::Information Science::Medical Informatics::Medical Informatics Applications::Information Systems::Databases as Topic::Databases, Factual::Databases, Pharmaceuticales_ES
dc.titleIn-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine stormes_ES
dc.typeresearch article
dc.type.hasVersionVoR
dspace.entity.typePublication

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