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CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding.
Ackloo S, Al-Awar R, Amaro RE, Arrowsmith CH, Azevedo H, Batey RA, Bengio Y, Betz UAK, Bologa CG, Chodera JD, Cornell WD, Dunham I, Ecker GF, Edfeldt K, Edwards AM, Gilson MK, Gordijo CR, Hessler G, Hillisch A, Hogner A, Irwin JJ, Jansen JM, Kuhn D, Leach AR, Lee AA, Lessel U, Morgan MR, Moult J, Muegge I, Oprea TI, Perry BG, Riley P, Rousseaux SAL, Saikatendu KS, Santhakumar V, Schapira M, Scholten C, Todd MH, Vedadi M, Volkamer A, Willson TM. Ackloo S, et al. Among authors: dunham i. Nat Rev Chem. 2022 Apr;6(4):287-295. doi: 10.1038/s41570-022-00363-z. Epub 2022 Feb 15. Nat Rev Chem. 2022. PMID: 35783295 Free PMC article.
The PROTACtable genome.
Schneider M, Radoux CJ, Hercules A, Ochoa D, Dunham I, Zalmas LP, Hessler G, Ruf S, Shanmugasundaram V, Hann MM, Thomas PJ, Queisser MA, Benowitz AB, Brown K, Leach AR. Schneider M, et al. Among authors: dunham i. Nat Rev Drug Discov. 2021 Oct;20(10):789-797. doi: 10.1038/s41573-021-00245-x. Epub 2021 Jul 20. Nat Rev Drug Discov. 2021. PMID: 34285415 Review.
Functional annotation of noncoding sequence variants.
Ritchie GR, Dunham I, Zeggini E, Flicek P. Ritchie GR, et al. Among authors: dunham i. Nat Methods. 2014 Mar;11(3):294-6. doi: 10.1038/nmeth.2832. Epub 2014 Feb 2. Nat Methods. 2014. PMID: 24487584 Free PMC article.
Using human genetics to make new medicines.
Barrett JC, Dunham I, Birney E. Barrett JC, et al. Among authors: dunham i. Nat Rev Genet. 2015 Oct;16(10):561-2. doi: 10.1038/nrg3998. Epub 2015 Sep 15. Nat Rev Genet. 2015. PMID: 26370900
An open approach to systematically prioritize causal variants and genes at all published human GWAS trait-associated loci.
Mountjoy E, Schmidt EM, Carmona M, Schwartzentruber J, Peat G, Miranda A, Fumis L, Hayhurst J, Buniello A, Karim MA, Wright D, Hercules A, Papa E, Fauman EB, Barrett JC, Todd JA, Ochoa D, Dunham I, Ghoussaini M. Mountjoy E, et al. Among authors: dunham i. Nat Genet. 2021 Nov;53(11):1527-1533. doi: 10.1038/s41588-021-00945-5. Epub 2021 Oct 28. Nat Genet. 2021. PMID: 34711957 Free PMC article.
Network expansion of genetic associations defines a pleiotropy map of human cell biology.
Barrio-Hernandez I, Schwartzentruber J, Shrivastava A, Del-Toro N, Gonzalez A, Zhang Q, Mountjoy E, Suveges D, Ochoa D, Ghoussaini M, Bradley G, Hermjakob H, Orchard S, Dunham I, Anderson CA, Porras P, Beltrao P. Barrio-Hernandez I, et al. Among authors: dunham i. Nat Genet. 2023 Mar;55(3):389-398. doi: 10.1038/s41588-023-01327-9. Epub 2023 Feb 23. Nat Genet. 2023. PMID: 36823319 Free PMC article.
Applications of machine learning in drug discovery and development.
Vamathevan J, Clark D, Czodrowski P, Dunham I, Ferran E, Lee G, Li B, Madabhushi A, Shah P, Spitzer M, Zhao S. Vamathevan J, et al. Among authors: dunham i. Nat Rev Drug Discov. 2019 Jun;18(6):463-477. doi: 10.1038/s41573-019-0024-5. Nat Rev Drug Discov. 2019. PMID: 30976107 Free PMC article. Review.
The next-generation Open Targets Platform: reimagined, redesigned, rebuilt.
Ochoa D, Hercules A, Carmona M, Suveges D, Baker J, Malangone C, Lopez I, Miranda A, Cruz-Castillo C, Fumis L, Bernal-Llinares M, Tsukanov K, Cornu H, Tsirigos K, Razuvayevskaya O, Buniello A, Schwartzentruber J, Karim M, Ariano B, Martinez Osorio RE, Ferrer J, Ge X, Machlitt-Northen S, Gonzalez-Uriarte A, Saha S, Tirunagari S, Mehta C, Roldán-Romero JM, Horswell S, Young S, Ghoussaini M, Hulcoop DG, Dunham I, McDonagh EM. Ochoa D, et al. Among authors: dunham i. Nucleic Acids Res. 2023 Jan 6;51(D1):D1353-D1359. doi: 10.1093/nar/gkac1046. Nucleic Acids Res. 2023. PMID: 36399499 Free PMC article.
193 results