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Deprecated: Implicit conversion from float 231.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Chem+Commun+(Camb) 2021 ; 57 (48): 5909-5912 Nephropedia Template TP
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Discovery of SARS-CoV-2 main protease inhibitors using a synthesis-directed de novo design model #MMPMID34008627
Morris A; McCorkindale W; Consortium TCM; Drayman N; Chodera JD; Tay S; London N; Lee AA
Chem Commun (Camb) 2021[Jun]; 57 (48): 5909-5912 PMID34008627show ga
The SARS-CoV-2 main viral protease (Mpro) is an attractive target for antivirals given its distinctiveness from host proteases, essentiality in the viral life cycle and conservation across coronaviridae. We launched the COVID Moonshot initiative to rapidly develop patent-free antivirals with open science and open data. Here we report the use of machine learning for de novo design, coupled with synthesis route prediction, in our campaign. We discover novel chemical scaffolds active in biochemical and live virus assays, synthesized with model generated routes.