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Page 1
Inferring protein 3D structure from deep mutation scans.
Rollins NJ, Brock KP, Poelwijk FJ, Stiffler MA, Gauthier NP, Sander C, Marks DS. Rollins NJ, et al. Among authors: marks ds. Nat Genet. 2019 Jul;51(7):1170-1176. doi: 10.1038/s41588-019-0432-9. Epub 2019 Jun 17. Nat Genet. 2019. PMID: 31209393 Free PMC article.
High-Content Screening and Computational Prediction Reveal Viral Genes That Suppress the Innate Immune Response.
Ng TL, Olson EJ, Yoo TY, Weiss HS, Koide Y, Koch PD, Rollins NJ, Mach P, Meisinger T, Bricken T, Chang TZ, Molloy C, Zürcher J, Chang RL, Mitchison TJ, Glass JI, Marks DS, Way JC, Silver PA. Ng TL, et al. Among authors: marks ds. mSystems. 2022 Apr 26;7(2):e0146621. doi: 10.1128/msystems.01466-21. Epub 2022 Mar 23. mSystems. 2022. PMID: 35319251 Free PMC article.
Learning from prepandemic data to forecast viral escape.
Thadani NN, Gurev S, Notin P, Youssef N, Rollins NJ, Ritter D, Sander C, Gal Y, Marks DS. Thadani NN, et al. Among authors: marks ds. Nature. 2023 Oct;622(7984):818-825. doi: 10.1038/s41586-023-06617-0. Epub 2023 Oct 11. Nature. 2023. PMID: 37821700 Free PMC article.
Machine learning for functional protein design.
Notin P, Rollins N, Gal Y, Sander C, Marks D. Notin P, et al. Nat Biotechnol. 2024 Feb;42(2):216-228. doi: 10.1038/s41587-024-02127-0. Epub 2024 Feb 15. Nat Biotechnol. 2024. PMID: 38361074 Review.
Protein design using structure-based residue preferences.
Ding D, Shaw AY, Sinai S, Rollins N, Prywes N, Savage DF, Laub MT, Marks DS. Ding D, et al. Among authors: marks ds. Nat Commun. 2024 Feb 22;15(1):1639. doi: 10.1038/s41467-024-45621-4. Nat Commun. 2024. PMID: 38388493 Free PMC article.
164 results