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GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics.
Zvyagin M, Brace A, Hippe K, Deng Y, Zhang B, Bohorquez CO, Clyde A, Kale B, Perez-Rivera D, Ma H, Mann CM, Irvin M, Pauloski JG, Ward L, Hayot-Sasson V, Emani M, Foreman S, Xie Z, Lin D, Shukla M, Nie W, Romero J, Dallago C, Vahdat A, Xiao C, Gibbs T, Foster I, Davis JJ, Papka ME, Brettin T, Stevens R, Anandkumar A, Vishwanath V, Ramanathan A. Zvyagin M, et al. Among authors: clyde a. bioRxiv [Preprint]. 2022 Nov 23:2022.10.10.511571. doi: 10.1101/2022.10.10.511571. bioRxiv. 2022. PMID: 36451881 Free PMC article. Preprint.
Open science discovery of potent noncovalent SARS-CoV-2 main protease inhibitors.
Boby ML, Fearon D, Ferla M, Filep M, Koekemoer L, Robinson MC; COVID Moonshot Consortium‡; Chodera JD, Lee AA, London N, von Delft A, von Delft F, Achdout H, Aimon A, Alonzi DS, Arbon R, Aschenbrenner JC, Balcomb BH, Bar-David E, Barr H, Ben-Shmuel A, Bennett J, Bilenko VA, Borden B, Boulet P, Bowman GR, Brewitz L, Brun J, Bvnbs S, Calmiano M, Carbery A, Carney DW, Cattermole E, Chang E, Chernyshenko E, Clyde A, Coffland JE, Cohen G, Cole JC, Contini A, Cox L, Croll TI, Cvitkovic M, De Jonghe S, Dias A, Donckers K, Dotson DL, Douangamath A, Duberstein S, Dudgeon T, Dunnett LE, Eastman P, Erez N, Eyermann CJ, Fairhead M, Fate G, Fedorov O, Fernandes RS, Ferrins L, Foster R, Foster H, Fraisse L, Gabizon R, García-Sastre A, Gawriljuk VO, Gehrtz P, Gileadi C, Giroud C, Glass WG, Glen RC, Glinert I, Godoy AS, Gorichko M, Gorrie-Stone T, Griffen EJ, Haneef A, Hassell Hart S, Heer J, Henry M, Hill M, Horrell S, Huang QYJ, Huliak VD, Hurley MFD, Israely T, Jajack A, Jansen J, Jnoff E, Jochmans D, John T, Kaminow B, Kang L, Kantsadi AL, Kenny PW, Kiappes JL, Kinakh SO, Kovar B, Krojer T, La VNT, Laghnimi-Hahn S, Lefker BA, Levy H, Lithgo RM, Logvinenko IG, Lukacik P, Macdonald HB, M… See abstract for full author list ➔ Boby ML, et al. Among authors: clyde a. Science. 2023 Nov 10;382(6671):eabo7201. doi: 10.1126/science.abo7201. Epub 2023 Nov 10. Science. 2023. PMID: 37943932 Free PMC article.
Learning curves for drug response prediction in cancer cell lines.
Partin A, Brettin T, Evrard YA, Zhu Y, Yoo H, Xia F, Jiang S, Clyde A, Shukla M, Fonstein M, Doroshow JH, Stevens RL. Partin A, et al. Among authors: clyde a. BMC Bioinformatics. 2021 May 17;22(1):252. doi: 10.1186/s12859-021-04163-y. BMC Bioinformatics. 2021. PMID: 34001007 Free PMC article.
A cross-study analysis of drug response prediction in cancer cell lines.
Xia F, Allen J, Balaprakash P, Brettin T, Garcia-Cardona C, Clyde A, Cohn J, Doroshow J, Duan X, Dubinkina V, Evrard Y, Fan YJ, Gans J, He S, Lu P, Maslov S, Partin A, Shukla M, Stahlberg E, Wozniak JM, Yoo H, Zaki G, Zhu Y, Stevens R. Xia F, et al. Among authors: clyde a. Brief Bioinform. 2022 Jan 17;23(1):bbab356. doi: 10.1093/bib/bbab356. Brief Bioinform. 2022. PMID: 34524425 Free PMC article.
Structural, Electronic, and Electrostatic Determinants for Inhibitor Binding to Subsites S1 and S2 in SARS-CoV-2 Main Protease.
Kneller DW, Li H, Galanie S, Phillips G, Labbé A, Weiss KL, Zhang Q, Arnould MA, Clyde A, Ma H, Ramanathan A, Jonsson CB, Head MS, Coates L, Louis JM, Bonnesen PV, Kovalevsky A. Kneller DW, et al. Among authors: clyde a. J Med Chem. 2021 Dec 9;64(23):17366-17383. doi: 10.1021/acs.jmedchem.1c01475. Epub 2021 Oct 27. J Med Chem. 2021. PMID: 34705466 Free PMC article.
High-Throughput Virtual Screening and Validation of a SARS-CoV-2 Main Protease Noncovalent Inhibitor.
Clyde A, Galanie S, Kneller DW, Ma H, Babuji Y, Blaiszik B, Brace A, Brettin T, Chard K, Chard R, Coates L, Foster I, Hauner D, Kertesz V, Kumar N, Lee H, Li Z, Merzky A, Schmidt JG, Tan L, Titov M, Trifan A, Turilli M, Van Dam H, Chennubhotla SC, Jha S, Kovalevsky A, Ramanathan A, Head MS, Stevens R. Clyde A, et al. J Chem Inf Model. 2022 Jan 10;62(1):116-128. doi: 10.1021/acs.jcim.1c00851. Epub 2021 Nov 18. J Chem Inf Model. 2022. PMID: 34793155 Free article.
#COVIDisAirborne: AI-Enabled Multiscale Computational Microscopy of Delta SARS-CoV-2 in a Respiratory Aerosol.
Dommer A, Casalino L, Kearns F, Rosenfeld M, Wauer N, Ahn SH, Russo J, Oliveira S, Morris C, Bogetti A, Trifan A, Brace A, Sztain T, Clyde A, Ma H, Chennubhotla C, Lee H, Turilli M, Khalid S, Tamayo-Mendoza T, Welborn M, Christensen A, Smith DGA, Qiao Z, Sirumalla SK, O'Connor M, Manby F, Anandkumar A, Hardy D, Phillips J, Stern A, Romero J, Clark D, Dorrell M, Maiden T, Huang L, McCalpin J, Woods C, Gray A, Williams M, Barker B, Rajapaksha H, Pitts R, Gibbs T, Stone J, Zuckerman D, Mulholland A, Miller T 3rd, Jha S, Ramanathan A, Chong L, Amaro R. Dommer A, et al. Among authors: clyde a. bioRxiv [Preprint]. 2021 Nov 15:2021.11.12.468428. doi: 10.1101/2021.11.12.468428. bioRxiv. 2021. PMID: 34816263 Free PMC article. Updated. Preprint.
We present a series of initial scientific discoveries for the SARS-CoV-2 Delta variant, noting that the full scientific impact of this work has yet to be realized. ...#COVIDisAirborne: AI-Enabled Multiscale Computational Microscopy ofDeltaSARS-CoV-2 in a Respiratory …
We present a series of initial scientific discoveries for the SARS-CoV-2 Delta variant, noting that the full scientific impact of thi …
Pandemic drugs at pandemic speed: infrastructure for accelerating COVID-19 drug discovery with hybrid machine learning- and physics-based simulations on high-performance computers.
Bhati AP, Wan S, Alfè D, Clyde AR, Bode M, Tan L, Titov M, Merzky A, Turilli M, Jha S, Highfield RR, Rocchia W, Scafuri N, Succi S, Kranzlmüller D, Mathias G, Wifling D, Donon Y, Di Meglio A, Vallecorsa S, Ma H, Trifan A, Ramanathan A, Brettin T, Partin A, Xia F, Duan X, Stevens R, Coveney PV. Bhati AP, et al. Among authors: clyde ar. Interface Focus. 2021 Oct 12;11(6):20210018. doi: 10.1098/rsfs.2021.0018. eCollection 2021 Dec 6. Interface Focus. 2021. PMID: 34956592 Free PMC article.
#COVIDisAirborne: AI-enabled multiscale computational microscopy of delta SARS-CoV-2 in a respiratory aerosol.
Dommer A, Casalino L, Kearns F, Rosenfeld M, Wauer N, Ahn SH, Russo J, Oliveira S, Morris C, Bogetti A, Trifan A, Brace A, Sztain T, Clyde A, Ma H, Chennubhotla C, Lee H, Turilli M, Khalid S, Tamayo-Mendoza T, Welborn M, Christensen A, Smith DG, Qiao Z, Sirumalla SK, O'Connor M, Manby F, Anandkumar A, Hardy D, Phillips J, Stern A, Romero J, Clark D, Dorrell M, Maiden T, Huang L, McCalpin J, Woods C, Gray A, Williams M, Barker B, Rajapaksha H, Pitts R, Gibbs T, Stone J, Zuckerman DM, Mulholland AJ, Miller T 3rd, Jha S, Ramanathan A, Chong L, Amaro RE. Dommer A, et al. Among authors: clyde a. Int J High Perform Comput Appl. 2023 Jan;37(1):28-44. doi: 10.1177/10943420221128233. Epub 2022 Oct 2. Int J High Perform Comput Appl. 2023. PMID: 36647365 Free PMC article.
30 results