EMBO molecular medicine · 2020
Mechanism of baricitinib supports artificial intelligence-predicted testing in COVID-19 patients.
СтатьяПоддержка исследования: вне правительства СШАНазвание и аннотация: Перевод в очереди
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Stebbing Justin, Krishnan Venkatesh, de Bono Stephanie, Ottaviani Silvia, Casalini Giacomo, Richardson Peter J, Monteil Vanessa, Lauschke Volker M, Mirazimi Ali, Youhanna Sonia, Tan Yee-Joo, Baldanti Fausto, Sarasini Antonella, Terres Jorge A Ross, Nickoloff Brian J, Higgs Richard E, Rocha Guilherme, Byers Nicole L, Schlichting Douglas E, Nirula Ajay, Cardoso Anabela, Corbellino Mario, Sacco Baricitinib Study Group
Аннотация
Baricitinib is an oral Janus kinase (JAK)1/JAK2 inhibitor approved for the treatment of rheumatoid arthritis (RA) that was independently predicted, using artificial intelligence (AI) algorithms, to be useful for COVID-19 infection via proposed anti-cytokine effects and as an inhibitor of host cell viral propagation. We evaluated the in vitro pharmacology of baricitinib across relevant leukocyte subpopulations coupled to its in vivo pharmacokinetics and showed it inhibited signaling of cytokines implicated in COVID-19 infection. We validated the AI-predicted biochemical inhibitory effects of baricitinib on human numb-associated kinase (hNAK) members measuring nanomolar affinities for AAK1, BIKE, and GAK. Inhibition of NAKs led to reduced viral infectivity with baricitinib using human primary liver spheroids. These effects occurred at exposure levels seen clinically. In a case series of patients with bilateral COVID-19 pneumonia, baricitinib treatment was associated with clinical and radiologic recovery, a rapid decline in SARS-CoV-2 viral load, inflammatory markers, and IL-6 levels. Collectively, these data support further evaluation of the anti-cytokine and anti-viral activity of baricitinib and support its assessment in randomized trials in hospitalized COVID-19 patients.
Предметные рубрики MeSH
AdultAgedAntiviral AgentsArtificial IntelligenceAzetidinesBetacoronavirusCOVID-19Coronavirus InfectionsCytokinesDrug Evaluation, PreclinicalDrug RepositioningFemaleHumansIntracellular Signaling Peptides and ProteinsLeukocytesLiverMaleMiddle AgedPandemicsPneumonia, ViralProtein Kinase InhibitorsProtein Serine-Threonine KinasesPurinesPyrazolesSARS-CoV-2Spheroids, CellularSulfonamidesCOVID-19 Drug Treatment