Guan Lab

Department of Computational Medicine & Bioinformatics
Found 62 results
Author [ Title(Desc)] Type Year
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Guan Y, Li T, Zhang HJ, Zhu F, Omenn GS.  2018.  Prioritizing Predictive Biomarkers for Gene Essentiality in Cancer Cells with mRNA Expression Data and DNA Copy Number Profile. Bioinformatics. 2018 Jun 15. doi: 10.1093/bioinformatics/bty467
Li H-D, Omenn GS, Guan Y.  2016.  A proteogenomic approach to understand splice isoform functions through sequence and expression-based computational modeling.. Brief Bioinform.
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Horvatovich P, Lundberg EK, Chen Y-J, Sung T-Y, He F, Nice EC, Goode RJA, Yu S, Ranganathan S, Baker MS et al..  2015.  A Quest for Missing Proteins: update 2015 on Chromosome-Centric Human Proteome Project.. J Proteome Res.
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Zhu F, Shi L, Engel JDouglas, Guan Y.  2015.  Regulatory network inferred using expression data of small sample size: application and validation in erythroid system.. Bioinformatics.
Giorgetti E, Yu Z, Chua JP, Shimamura R, Zhao L, Zhu F, Venneti S, Pennuto M, Guan Y, Hung G et al..  2016.  Rescue of Metabolic Alterations in AR113Q Skeletal Muscle by Peripheral Androgen Receptor Gene Silencing.. Cell Rep. 17(1):125-36.
Li H-D, Menon R, Omenn GS, Guan Y.  2014.  Revisiting the identification of canonical splice isoforms through integration of functional genomics and proteomics evidence.. Proteomics. (Hong-dong Li was selected as the winner of the AB SCIEX Young Investigator Award for this work.)
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Zhang H, Zhu F, Dodge H, Higgins G, Omenn G, Guan Y.  2018.  A similarity-based approach to leverage multi-cohort medical data on the diagnosis and prognosis of Alzheimer's disease. Gigascience. Jul 11. doi: 10.1093/gigascience/giy085
Guan Y, Dunham M, Caudy A, Troyanskaya O.  2010.  Systematic planning of genome-scale experiments in poorly studied species.. PLoS Comput Biol. 6(3):e1000698.
Eksi R, Li H-D, Menon R, Wen Y, Omenn GS, Kretzler M, Guan Y.  2013.  Systematically differentiating functions for alternatively spliced isoforms through integrating RNA-seq data.. PLoS Comput Biol. 9(11):e1003314.
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Guan Y, Gorenshteyn D, Burmeister M, Wong AK, Schimenti JC, Handel MAnn, Bult CJ, Hibbs MA, Troyanskaya OG.  2012.  Tissue-specific functional networks for prioritizing phenotype and disease genes.. PLoS Comput Biol. 8(9):e1002694.
Li D, Balamurugan S, Yang YF, Zhang JW, Huang D, Zou LG, Yang WD, Liu JS, Guan Y, Li HY.  In Press.  Transcriptional engineering of microalgae for concurrent lipid overproduction and secretion. Science Advances.
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Quang D, Guan Y, Parker SCJ.  2018.  YAMDA: thousandfold speedup of EM-based motif discovery using deep learning libraries and GPU. Bioinformatics. May 22. doi: 10.1093/bioinformatics/bty396. [Epub ahead of print]

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