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De novo design of protein structure and function with RFdiffusion.
Watson JL, Juergens D, Bennett NR, Trippe BL, Yim J, Eisenach HE, Ahern W, Borst AJ, Ragotte RJ, Milles LF, Wicky BIM, Hanikel N, Pellock SJ, Courbet A, Sheffler W, Wang J, Venkatesh P, Sappington I, Torres SV, Lauko A, De Bortoli V, Mathieu E, Ovchinnikov S, Barzilay R, Jaakkola TS, DiMaio F, Baek M, Baker D. Watson JL, et al. Among authors: jaakkola ts. Nature. 2023 Aug;620(7976):1089-1100. doi: 10.1038/s41586-023-06415-8. Epub 2023 Jul 11. Nature. 2023. PMID: 37433327 Free PMC article.
[No title available]
[No authors listed] [No authors listed] PMID: 36782655
Prediction of Organic Reaction Outcomes Using Machine Learning.
Coley CW, Barzilay R, Jaakkola TS, Green WH, Jensen KF. Coley CW, et al. Among authors: jaakkola ts. ACS Cent Sci. 2017 May 24;3(5):434-443. doi: 10.1021/acscentsci.7b00064. Epub 2017 Apr 18. ACS Cent Sci. 2017. PMID: 28573205 Free PMC article.
Deep learning-guided discovery of an antibiotic targeting Acinetobacter baumannii.
Liu G, Catacutan DB, Rathod K, Swanson K, Jin W, Mohammed JC, Chiappino-Pepe A, Syed SA, Fragis M, Rachwalski K, Magolan J, Surette MG, Coombes BK, Jaakkola T, Barzilay R, Collins JJ, Stokes JM. Liu G, et al. Nat Chem Biol. 2023 Nov;19(11):1342-1350. doi: 10.1038/s41589-023-01349-8. Epub 2023 May 25. Nat Chem Biol. 2023. PMID: 37231267
Deep learning identifies synergistic drug combinations for treating COVID-19.
Jin W, Stokes JM, Eastman RT, Itkin Z, Zakharov AV, Collins JJ, Jaakkola TS, Barzilay R. Jin W, et al. Among authors: jaakkola ts. Proc Natl Acad Sci U S A. 2021 Sep 28;118(39):e2105070118. doi: 10.1073/pnas.2105070118. Proc Natl Acad Sci U S A. 2021. PMID: 34526388 Free PMC article.
Perspectives on ENCODE.
ENCODE Project Consortium; Snyder MP, Gingeras TR, Moore JE, Weng Z, Gerstein MB, Ren B, Hardison RC, Stamatoyannopoulos JA, Graveley BR, Feingold EA, Pazin MJ, Pagan M, Gilchrist DA, Hitz BC, Cherry JM, Bernstein BE, Mendenhall EM, Zerbino DR, Frankish A, Flicek P, Myers RM. ENCODE Project Consortium, et al. Nature. 2020 Jul;583(7818):693-698. doi: 10.1038/s41586-020-2449-8. Epub 2020 Jul 29. Nature. 2020. PMID: 32728248 Free PMC article.
Expanded encyclopaedias of DNA elements in the human and mouse genomes.
ENCODE Project Consortium; Moore JE, Purcaro MJ, Pratt HE, Epstein CB, Shoresh N, Adrian J, Kawli T, Davis CA, Dobin A, Kaul R, Halow J, Van Nostrand EL, Freese P, Gorkin DU, Shen Y, He Y, Mackiewicz M, Pauli-Behn F, Williams BA, Mortazavi A, Keller CA, Zhang XO, Elhajjajy SI, Huey J, Dickel DE, Snetkova V, Wei X, Wang X, Rivera-Mulia JC, Rozowsky J, Zhang J, Chhetri SB, Zhang J, Victorsen A, White KP, Visel A, Yeo GW, Burge CB, Lécuyer E, Gilbert DM, Dekker J, Rinn J, Mendenhall EM, Ecker JR, Kellis M, Klein RJ, Noble WS, Kundaje A, Guigó R, Farnham PJ, Cherry JM, Myers RM, Ren B, Graveley BR, Gerstein MB, Pennacchio LA, Snyder MP, Bernstein BE, Wold B, Hardison RC, Gingeras TR, Stamatoyannopoulos JA, Weng Z. ENCODE Project Consortium, et al. Nature. 2020 Jul;583(7818):699-710. doi: 10.1038/s41586-020-2493-4. Epub 2020 Jul 29. Nature. 2020. PMID: 32728249 Free PMC article.
High-resolution computational models of genome binding events.
Qi Y, Rolfe A, MacIsaac KD, Gerber GK, Pokholok D, Zeitlinger J, Danford T, Dowell RD, Fraenkel E, Jaakkola TS, Young RA, Gifford DK. Qi Y, et al. Among authors: jaakkola ts. Nat Biotechnol. 2006 Aug;24(8):963-70. doi: 10.1038/nbt1233. Nat Biotechnol. 2006. PMID: 16900145
38 results