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Genetic Effects on Transcriptome Profiles in Colon Epithelium Provide Functional Insights for Genetic Risk Loci.
Díez-Obrero V, Dampier CH, Moratalla-Navarro F, Devall M, Plummer SJ, Díez-Villanueva A, Peters U, Bien S, Huyghe JR, Kundaje A, Ibáñez-Sanz G, Guinó E, Obón-Santacana M, Carreras-Torres R, Casey G, Moreno V. Díez-Obrero V, et al. Among authors: kundaje a. Cell Mol Gastroenterol Hepatol. 2021;12(1):181-197. doi: 10.1016/j.jcmgh.2021.02.003. Epub 2021 Feb 16. Cell Mol Gastroenterol Hepatol. 2021. PMID: 33601062 Free PMC article.
Transparency and reproducibility in artificial intelligence.
Haibe-Kains B, Adam GA, Hosny A, Khodakarami F; Massive Analysis Quality Control (MAQC) Society Board of Directors; Waldron L, Wang B, McIntosh C, Goldenberg A, Kundaje A, Greene CS, Broderick T, Hoffman MM, Leek JT, Korthauer K, Huber W, Brazma A, Pineau J, Tibshirani R, Hastie T, Ioannidis JPA, Quackenbush J, Aerts HJWL. Haibe-Kains B, et al. Among authors: kundaje a. Nature. 2020 Oct;586(7829):E14-E16. doi: 10.1038/s41586-020-2766-y. Epub 2020 Oct 14. Nature. 2020. PMID: 33057217 Free PMC article.
Integrative annotation of chromatin elements from ENCODE data.
Hoffman MM, Ernst J, Wilder SP, Kundaje A, Harris RS, Libbrecht M, Giardine B, Ellenbogen PM, Bilmes JA, Birney E, Hardison RC, Dunham I, Kellis M, Noble WS. Hoffman MM, et al. Among authors: kundaje a. Nucleic Acids Res. 2013 Jan;41(2):827-41. doi: 10.1093/nar/gks1284. Epub 2012 Dec 5. Nucleic Acids Res. 2013. PMID: 23221638 Free PMC article.
Discovery of widespread transcription initiation at microsatellites predictable by sequence-based deep neural network.
Grapotte M, Saraswat M, Bessière C, Menichelli C, Ramilowski JA, Severin J, Hayashizaki Y, Itoh M, Tagami M, Murata M, Kojima-Ishiyama M, Noma S, Noguchi S, Kasukawa T, Hasegawa A, Suzuki H, Nishiyori-Sueki H, Frith MC; FANTOM consortium; Chatelain C, Carninci P, de Hoon MJL, Wasserman WW, Bréhélin L, Lecellier CH. Grapotte M, et al. Nat Commun. 2021 Jun 2;12(1):3297. doi: 10.1038/s41467-021-23143-7. Nat Commun. 2021. PMID: 34078885 Free PMC article.
Base-resolution models of transcription-factor binding reveal soft motif syntax.
Avsec Ž, Weilert M, Shrikumar A, Krueger S, Alexandari A, Dalal K, Fropf R, McAnany C, Gagneur J, Kundaje A, Zeitlinger J. Avsec Ž, et al. Among authors: kundaje a. Nat Genet. 2021 Mar;53(3):354-366. doi: 10.1038/s41588-021-00782-6. Epub 2021 Feb 18. Nat Genet. 2021. PMID: 33603233 Free PMC article.
H3K4me3 breadth is linked to cell identity and transcriptional consistency.
Benayoun BA, Pollina EA, Ucar D, Mahmoudi S, Karra K, Wong ED, Devarajan K, Daugherty AC, Kundaje AB, Mancini E, Hitz BC, Gupta R, Rando TA, Baker JC, Snyder MP, Cherry JM, Brunet A. Benayoun BA, et al. Among authors: kundaje ab. Cell. 2014 Jul 31;158(3):673-88. doi: 10.1016/j.cell.2014.06.027. Cell. 2014. PMID: 25083876 Free PMC article.
181 results