Mechanism of baricitinib supports artificial intelligence-predicted testing in COVID-19 patients.
Justin StebbingVenkatesh KrishnanStephanie de BonoSilvia OttavianiGiacomo CasaliniPeter J RichardsonVanessa MonteilVolker M LauschkeAli MirazimiSonia YouhannaYee-Joo TanFausto BaldantiAntonella SarasiniJorge A Ross TerresBrian J NickoloffRichard E HiggsGuilherme RochaNicole L ByersDouglas E SchlichtingAjay NirulaAnabela CardosoMario Corbellinonull nullPublished in: EMBO molecular medicine (2020)
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.
Keyphrases
- artificial intelligence
- sars cov
- machine learning
- big data
- deep learning
- rheumatoid arthritis
- respiratory syndrome coronavirus
- endothelial cells
- disease activity
- protein kinase
- systemic lupus erythematosus
- tyrosine kinase
- single cell
- quantum dots
- intensive care unit
- electronic health record
- interstitial lung disease
- acute respiratory distress syndrome
- combination therapy
- replacement therapy
- respiratory failure
- mesenchymal stem cells