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Open science discovery of potent noncovalent SARS-CoV-2 main protease inhibitors.


ABSTRACT: We report the results of the COVID Moonshot, a fully open-science, crowdsourced, and structure-enabled drug discovery campaign targeting the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) main protease. We discovered a noncovalent, nonpeptidic inhibitor scaffold with lead-like properties that is differentiated from current main protease inhibitors. Our approach leveraged crowdsourcing, machine learning, exascale molecular simulations, and high-throughput structural biology and chemistry. We generated a detailed map of the structural plasticity of the SARS-CoV-2 main protease, extensive structure-activity relationships for multiple chemotypes, and a wealth of biochemical activity data. All compound designs (>18,000 designs), crystallographic data (>490 ligand-bound x-ray structures), assay data (>10,000 measurements), and synthesized molecules (>2400 compounds) for this campaign were shared rapidly and openly, creating a rich, open, and intellectual property-free knowledge base for future anticoronavirus drug discovery.

SUBMITTER: Boby ML 

PROVIDER: S-EPMC7615835 | biostudies-literature | 2023 Nov

REPOSITORIES: biostudies-literature

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Open science discovery of potent noncovalent SARS-CoV-2 main protease inhibitors.

Boby Melissa L ML   Fearon Daren D   Ferla Matteo M   Filep Mihajlo M   Koekemoer Lizbé L   Robinson Matthew C MC   Chodera John D JD   Lee Alpha A AA   London Nir N   von Delft Annette A   von Delft Frank F   Achdout Hagit H   Aimon Anthony A   Alonzi Dominic S DS   Arbon Robert R   Aschenbrenner Jasmin C JC   Balcomb Blake H BH   Bar-David Elad E   Barr Haim H   Ben-Shmuel Amir A   Bennett James J   Bilenko Vitaliy A VA   Borden Bruce B   Boulet Pascale P   Bowman Gregory R GR   Brewitz Lennart L   Brun Juliane J   Bvnbs Sarma S   Calmiano Mark M   Carbery Anna A   Carney Daniel W DW   Cattermole Emma E   Chang Edcon E   Chernyshenko Eugene E   Clyde Austin A   Coffland Joseph E JE   Cohen Galit G   Cole Jason C JC   Contini Alessandro A   Cox Lisa L   Croll Tristan Ian TI   Cvitkovic Milan M   De Jonghe Steven S   Dias Alex A   Donckers Kim K   Dotson David L DL   Douangamath Alice A   Duberstein Shirly S   Dudgeon Tim T   Dunnett Louise E LE   Eastman Peter P   Erez Noam N   Eyermann Charles J CJ   Fairhead Michael M   Fate Gwen G   Fedorov Oleg O   Fernandes Rafaela S RS   Ferrins Lori L   Foster Richard R   Foster Holly H   Fraisse Laurent L   Gabizon Ronen R   García-Sastre Adolfo A   Gawriljuk Victor O VO   Gehrtz Paul P   Gileadi Carina C   Giroud Charline C   Glass William G WG   Glen Robert C RC   Glinert Itai I   Godoy Andre S AS   Gorichko Marian M   Gorrie-Stone Tyler T   Griffen Ed J EJ   Haneef Amna A   Hassell Hart Storm S   Heer Jag J   Henry Michael M   Hill Michelle M   Horrell Sam S   Huang Qiu Yu Judy QYJ   Huliak Victor D VD   Hurley Matthew F D MFD   Israely Tomer T   Jajack Andrew A   Jansen Jitske J   Jnoff Eric E   Jochmans Dirk D   John Tobias T   Kaminow Benjamin B   Kang Lulu L   Kantsadi Anastassia L AL   Kenny Peter W PW   Kiappes J L JL   Kinakh Serhii O SO   Kovar Boris B   Krojer Tobias T   La Van Ngoc Thuy VNT   Laghnimi-Hahn Sophie S   Lefker Bruce A BA   Levy Haim H   Lithgo Ryan M RM   Logvinenko Ivan G IG   Lukacik Petra P   Macdonald Hannah Bruce HB   MacLean Elizabeth M EM   Makower Laetitia L LL   Malla Tika R TR   Marples Peter G PG   Matviiuk Tatiana T   McCorkindale Willam W   McGovern Briana L BL   Melamed Sharon S   Melnykov Kostiantyn P KP   Michurin Oleg O   Miesen Pascal P   Mikolajek Halina H   Milne Bruce F BF   Minh David D   Morris Aaron A   Morris Garrett M GM   Morwitzer Melody Jane MJ   Moustakas Demetri D   Mowbray Charles E CE   Nakamura Aline M AM   Neto Jose Brandao JB   Neyts Johan J   Nguyen Luong L   Noske Gabriela D GD   Oleinikovas Vladas V   Oliva Glaucius G   Overheul Gijs J GJ   Owen C David CD   Pai Ruby R   Pan Jin J   Paran Nir N   Payne Alexander Matthew AM   Perry Benjamin B   Pingle Maneesh M   Pinjari Jakir J   Politi Boaz B   Powell Ailsa A   Pšenák Vladimír V   Pulido Iván I   Puni Reut R   Rangel Victor L VL   Reddi Rambabu N RN   Rees Paul P   Reid St Patrick SP   Reid Lauren L   Resnick Efrat E   Ripka Emily Grace EG   Robinson Ralph P RP   Rodriguez-Guerra Jaime J   Rosales Romel R   Rufa Dominic A DA   Saar Kadi K   Saikatendu Kumar Singh KS   Salah Eidarus E   Schaller David D   Scheen Jenke J   Schiffer Celia A CA   Schofield Christopher J CJ   Shafeev Mikhail M   Shaikh Aarif A   Shaqra Ala M AM   Shi Jiye J   Shurrush Khriesto K   Singh Sukrit S   Sittner Assa A   Sjö Peter P   Skyner Rachael R   Smalley Adam A   Smeets Bart B   Smilova Mihaela D MD   Solmesky Leonardo J LJ   Spencer John J   Strain-Damerell Claire C   Swamy Vishwanath V   Tamir Hadas H   Taylor Jenny C JC   Tennant Rachael E RE   Thompson Warren W   Thompson Andrew A   Tomásio Susana S   Tomlinson Charles W E CWE   Tsurupa Igor S IS   Tumber Anthony A   Vakonakis Ioannis I   van Rij Ronald P RP   Vangeel Laura L   Varghese Finny S FS   Vaschetto Mariana M   Vitner Einat B EB   Voelz Vincent V   Volkamer Andrea A   Walsh Martin A MA   Ward Walter W   Weatherall Charlie C   Weiss Shay S   White Kris M KM   Wild Conor Francis CF   Witt Karolina D KD   Wittmann Matthew M   Wright Nathan N   Yahalom-Ronen Yfat Y   Yilmaz Nese Kurt NK   Zaidmann Daniel D   Zhang Ivy I   Zidane Hadeer H   Zitzmann Nicole N   Zvornicanin Sarah N SN  

Science (New York, N.Y.) 20231110 6671


We report the results of the COVID Moonshot, a fully open-science, crowdsourced, and structure-enabled drug discovery campaign targeting the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) main protease. We discovered a noncovalent, nonpeptidic inhibitor scaffold with lead-like properties that is differentiated from current main protease inhibitors. Our approach leveraged crowdsourcing, machine learning, exascale molecular simulations, and high-throughput structural biology and chem  ...[more]

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