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The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles.
Schreiber J, Boix C, Wook Lee J, Li H, Guan Y, Chang CC, Chang JC, Hawkins-Hooker A, Schölkopf B, Schweikert G, Carulla MR, Canakoglu A, Guzzo F, Nanni L, Masseroli M, Carman MJ, Pinoli P, Hong C, Yip KY, Spence JP, Batra SS, Song YS, Mahony S, Zhang Z, Tan W, Shen Y, Sun Y, Shi M, Adrian J, Sandstrom R, Farrell N, Halow J, Lee K, Jiang L, Yang X, Epstein C, Strattan JS, Bernstein B, Snyder M, Kellis M, Stafford W, Kundaje A; ENCODE Imputation Challenge Participants. Schreiber J, et al. Among authors: hawkins hooker a. Genome Biol. 2023 Apr 18;24(1):79. doi: 10.1186/s13059-023-02915-y. Genome Biol. 2023. PMID: 37072822 Free PMC article.
Generating functional protein variants with variational autoencoders.
Hawkins-Hooker A, Depardieu F, Baur S, Couairon G, Chen A, Bikard D. Hawkins-Hooker A, et al. PLoS Comput Biol. 2021 Feb 26;17(2):e1008736. doi: 10.1371/journal.pcbi.1008736. eCollection 2021 Feb. PLoS Comput Biol. 2021. PMID: 33635868 Free PMC article.
Integration of multiple epigenomic marks improves prediction of variant impact in saturation mutagenesis reporter assay.
Shigaki D, Adato O, Adhikari AN, Dong S, Hawkins-Hooker A, Inoue F, Juven-Gershon T, Kenlay H, Martin B, Patra A, Penzar DD, Schubach M, Xiong C, Yan Z, Boyle AP, Kreimer A, Kulakovskiy IV, Reid J, Unger R, Yosef N, Shendure J, Ahituv N, Kircher M, Beer MA. Shigaki D, et al. Among authors: hawkins hooker a. Hum Mutat. 2019 Sep;40(9):1280-1291. doi: 10.1002/humu.23797. Epub 2019 Jun 23. Hum Mutat. 2019. PMID: 31106481 Free PMC article.