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Evaluation and optimization of sequence-based gene regulatory deep learning models.
Rafi AM, Nogina D, Penzar D, Lee D, Lee D, Kim N, Kim S, Kim D, Shin Y, Kwak IY, Meshcheryakov G, Lando A, Zinkevich A, Kim BC, Lee J, Kang T, Vaishnav ED, Yadollahpour P; Random Promoter DREAM Challenge Consortium; Kim S, Albrecht J, Regev A, Gong W, Kulakovskiy IV, Meyer P, de Boer C. Rafi AM, et al. bioRxiv [Preprint]. 2024 Feb 17:2023.04.26.538471. doi: 10.1101/2023.04.26.538471. bioRxiv. 2024. PMID: 38405704 Free PMC article. Preprint.
The evolution, evolvability and engineering of gene regulatory DNA.
Vaishnav ED, de Boer CG, Molinet J, Yassour M, Fan L, Adiconis X, Thompson DA, Levin JZ, Cubillos FA, Regev A. Vaishnav ED, et al. Nature. 2022 Mar;603(7901):455-463. doi: 10.1038/s41586-022-04506-6. Epub 2022 Mar 9. Nature. 2022. PMID: 35264797 Free PMC article.
Global discovery of lupus genetic risk variant allelic enhancer activity.
Lu X, Chen X, Forney C, Donmez O, Miller D, Parameswaran S, Hong T, Huang Y, Pujato M, Cazares T, Miraldi ER, Ray JP, de Boer CG, Harley JB, Weirauch MT, Kottyan LC. Lu X, et al. Nat Commun. 2021 Mar 12;12(1):1611. doi: 10.1038/s41467-021-21854-5. Nat Commun. 2021. PMID: 33712590 Free PMC article.