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2020
Kloosterman AM, Cimermancic P, Elsayed SS, Du C, Hadjithomas M, Donia MS, et al. Expansion of RiPP biosynthetic space through integration of pan-genomics and machine learning uncovers a novel class of lanthipeptides. PLoS Biol. 2020 ;18(12):e3001026.
Sealfon RSG, Mariani LH, Kretzler M, Troyanskaya OG. Machine learning, the kidney, and genotype-phenotype analysis. Kidney Int. 2020 ;97(6):1141-1149.
Federspiel JD, Cook KC, Kennedy MA, Venkatesh SS, Otter CJ, Hofstadter WA, et al. Mitochondria and Peroxisome Remodeling across Cytomegalovirus Infection Time Viewed through the Lens of Inter-ViSTA. Cell Rep. 2020 ;32(4):107943.
Stern T, Shvartsman SY, Wieschaus EF. Template-based mapping of dynamic motifs in tissue morphogenesis. PLoS Comput Biol. 2020 ;16(8):e1008049.
2019
Zhou J, Schor IE, Yao V, Theesfeld CL, Marco-Ferreres R, Tadych A, et al. Accurate genome-wide predictions of spatio-temporal gene expression during embryonic development. PLoS Genet. 2019 ;15(9):e1008382.
Clark KA, Bushin LB, Seyedsayamdost MR. Aliphatic Ether Bond Formation Expands the Scope of Radical SAM Enzymes in Natural Product Biosynthesis. J Am Chem Soc. 2019 ;141(27):10610-10615.
Moon K, Xu F, Zhang C, Seyedsayamdost MR. Bioactivity-HiTES Unveils Cryptic Antibiotics Encoded in Actinomycete Bacteria. ACS Chem Biol. 2019 ;14(4):767-774.
Giovannucci A, Friedrich J, Gunn P, Kalfon J, Brown BL, Koay SAnn, et al. CaImAn an open source tool for scalable calcium imaging data analysis. Elife. 2019 ;8.
Wang R, Zheng J, Shao X, Ishii Y, Roy A, Bello A, et al. Development of a prognostic composite cytokine signature based on the correlation with nivolumab clearance: translational PK/PD analysis in patients with renal cell carcinoma. J Immunother Cancer. 2019 ;7(1):348.
Cabreros I, Storey JD. A Likelihood-Free Estimator of Population Structure Bridging Admixture Models and Principal Components Analysis. Genetics. 2019 ;212(4):1009-1029.
Liszczak G, Muir TW. Nucleic Acid-Barcoding Technologies: Converting DNA Sequencing into a Broad-Spectrum Molecular Counter. Angew Chem Int Ed Engl. 2019 ;58(13):4144-4162.
Durán AHernández, Greco TM, Vollmer B, Cristea IM, Grünewald K, Topf M. Protein interactions and consensus clustering analysis uncover insights into herpesvirus virion structure and function relationships. PLoS Biol. 2019 ;17(6):e3000316.
Wang S-W, Bitbol A-F, Wingreen NS. Revealing evolutionary constraints on proteins through sequence analysis. PLoS Comput Biol. 2019 ;15(4):e1007010.
A Arguello E, Leach RW, Kleiner RE. Selection with a Site-Specifically Modified RNA Library Reveals the Binding Preferences of N-Methyladenosine Reader Proteins. Biochemistry. 2019 ;58(31):3386-3395.
Chen KM, Cofer EM, Zhou J, Troyanskaya OG. Selene: a PyTorch-based deep learning library for sequence data. Nat Methods. 2019 ;16(4):315-318.
Seyedsayamdost MR. Toward a global picture of bacterial secondary metabolism. J Ind Microbiol Biotechnol. 2019 ;46(3-4):301-311.
Zhou J, Park CY, Theesfeld CL, Wong AK, Yuan Y, Scheckel C, et al. Whole-genome deep-learning analysis identifies contribution of noncoding mutations to autism risk. Nat Genet. 2019 ;51(6):973-980.
2018
Bushin LB, Clark KA, Pelczer I, Seyedsayamdost MR. Charting an Unexplored Streptococcal Biosynthetic Landscape Reveals a Unique Peptide Cyclization Motif. J Am Chem Soc. 2018 ;140(50):17674-17684.
Donnelly AE, Murphy GS, Digianantonio KM, Hecht MH. A de novo enzyme catalyzes a life-sustaining reaction in Escherichia coli. Nat Chem Biol. 2018 ;14(3):253-255.
Wong AK, Krishnan A, Troyanskaya OG. GIANT 2.0: genome-scale integrated analysis of gene networks in tissues. Nucleic Acids Res. 2018 ;46(W1):W65-W70.
DiMaio D, Dermody TS, Enquist LW. Reductio ad Intellectum. Annu Rev Virol. 2018 ;5(1):ii-iv.
2017
Misra M, Audoly B, Shvartsman SY. Complex structures from patterned cell sheets. Philos Trans R Soc Lond B Biol Sci. 2017 ;372(1720).
Ochoa A, Singh M. Domain prediction with probabilistic directional context. Bioinformatics. 2017 ;33(16):2471-2478.
Hristov BH, Singh M. Network-Based Coverage of Mutational Profiles Reveals Cancer Genes. Cell Syst. 2017 ;5(3):221-229.e4.
Beltran PMJean, Federspiel JD, Sheng X, Cristea IM. Proteomics and integrative omic approaches for understanding host-pathogen interactions and infectious diseases. Mol Syst Biol. 2017 ;13(3):922.