List of Faculty Publications

Below is a list of Faculty publications imported from PubMed or manually added. By default, publications are sorted by year with titles displayed in ascending alphabetical order.
Shortcuts: Wühr, Martin | Wingreen, Ned | Wieschaus, Eric | Troyanskaya, Olga | Tilghman, Shirley | Storey, John | Singh, Mona | Shvartsman, Stanislav | Shaevitz, Joshua | Rabinowitz, Joshua | Murphy, Coleen | Levine, Michael {Levine, Michael S.} | Gregor, Thomas | Botstein, David | Bialek, William | Ayroles, Julien | Andolfatto, Peter | Akey, Joshua

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2019
K. M. Chen, Cofer, E. M., Zhou, J., and Troyanskaya, O. G., “Selene: a PyTorch-based deep learning library for sequence data.”, Nat Methods, vol. 16, no. 4, pp. 315-318, 2019.
2017
P. F. Przytycki and Singh, M., “Differential analysis between somatic mutation and germline variation profiles reveals cancer-related genes.”, Genome Med, vol. 9, no. 1, p. 79, 2017.
2014
P. Jiang and Singh, M., “CCAT: Combinatorial Code Analysis Tool for transcriptional regulation.”, Nucleic Acids Res, vol. 42, no. 5, pp. 2833-47, 2014.
C. P. Broedersz, Wang, X., Meir, Y., Loparo, J. J., Rudner, D. Z., and Wingreen, N. S., “Condensation and localization of the partitioning protein ParB on the bacterial chromosome.”, Proc Natl Acad Sci U S A, vol. 111, no. 24, pp. 8809-14, 2014.
D. Ghersi and Singh, M., “Interaction-based discovery of functionally important genes in cancers.”, Nucleic Acids Res, vol. 42, no. 3, p. e18, 2014.
D. Ghersi and Singh, M., “molBLOCKS: decomposing small molecule sets and uncovering enriched fragments.”, Bioinformatics, vol. 30, no. 14, pp. 2081-3, 2014.
Z. Khan, Wang, Y. - C., Wieschaus, E. F., and Kaschube, M., “Quantitative 4D analyses of epithelial folding during Drosophila gastrulation.”, Development, vol. 141, no. 14, pp. 2895-900, 2014.
2012
A. K. Wong, Park, C. Y., Greene, C. S., Bongo, L. A., Guan, Y., and Troyanskaya, O. G., “IMP: a multi-species functional genomics portal for integration, visualization and prediction of protein functions and networks.”, Nucleic Acids Res, vol. 40, no. Web Server issue, pp. W484-90, 2012.
M. F. Clasquin, Melamud, E., and Rabinowitz, J. D., “LC-MS data processing with MAVEN: a metabolomic analysis and visualization engine.”, Curr Protoc Bioinformatics, vol. Chapter 14, p. Unit14.11, 2012.
2011
Z. Khan, Amini, S., Bloom, J. S., Ruse, C., Caudy, A. A., Kruglyak, L., Singh, M., Perlman, D. H., and Tavazoie, S., “Accurate proteome-wide protein quantification from high-resolution 15N mass spectra.”, Genome Biol, vol. 12, no. 12, p. R122, 2011.
C. S. Greene and Troyanskaya, O. G., “PILGRM: an interactive data-driven discovery platform for expert biologists.”, Nucleic Acids Res, vol. 39, no. Web Server issue, pp. W368-74, 2011.
2010
“The Gene Ontology in 2010: extensions and refinements.”, Nucleic Acids Res, vol. 38, no. Database issue, pp. D331-5, 2010.
E. Melamud, Vastag, L., and Rabinowitz, J. D., “Metabolomic analysis and visualization engine for LC-MS data.”, Anal Chem, vol. 82, no. 23, pp. 9818-26, 2010.
S. R. Engel, Balakrishnan, R., Binkley, G., Christie, K. R., Costanzo, M. C., Dwight, S. S., Fisk, D. G., Hirschman, J. E., Hitz, B. C., Hong, E. L., Krieger, C. J., Livstone, M. S., Miyasato, S. R., Nash, R., Oughtred, R., Park, J., Skrzypek, M. S., Weng, S., Wong, E. D., Dolinski, K., Botstein, D., and J Cherry, M., “Saccharomyces Genome Database provides mutant phenotype data.”, Nucleic Acids Res, vol. 38, no. Database issue, pp. D433-6, 2010.
P. Jiang and Singh, M., “SPICi: a fast clustering algorithm for large biological networks.”, Bioinformatics, vol. 26, no. 8, pp. 1105-11, 2010.
2009
C. Huttenhower, Mehmood, S. O., and Troyanskaya, O. G., “Graphle: Interactive exploration of large, dense graphs.”, BMC Bioinformatics, vol. 10, p. 417, 2009.
2008
L. S. Chen and Storey, J. D., “Eigen-R2 for dissecting variation in high-dimensional studies.”, Bioinformatics, vol. 24, no. 19, pp. 2260-2, 2008.
J. M. Guberman, Fay, A., Dworkin, J., Wingreen, N. S., and Gitai, Z., “PSICIC: noise and asymmetry in bacterial division revealed by computational image analysis at sub-pixel resolution.”, PLoS Comput Biol, vol. 4, no. 11, p. e1000233, 2008.
C. Huttenhower, Schroeder, M., Chikina, M. D., and Troyanskaya, O. G., “The Sleipnir library for computational functional genomics.”, Bioinformatics, vol. 24, no. 13, pp. 1559-61, 2008.
J. W. Shaevitz, “Super-resolution for a 3D world.”, Nat Methods, vol. 5, no. 6, pp. 471-2, 2008.
2007
C. Huttenhower, Flamholz, A. I., Landis, J. N., Sahi, S., Myers, C. L., Olszewski, K. L., Hibbs, M. A., Siemers, N. O., Troyanskaya, O. G., and Coller, H. A., “Nearest Neighbor Networks: clustering expression data based on gene neighborhoods.”, BMC Bioinformatics, vol. 8, p. 250, 2007.
F. Markowetz, Kostka, D., Troyanskaya, O. G., and Spang, R., “Nested effects models for high-dimensional phenotyping screens.”, Bioinformatics, vol. 23, no. 13, pp. i305-12, 2007.
2006
C. Huttenhower and Troyanskaya, O. G., “Bayesian data integration: a functional perspective.”, Comput Syst Bioinformatics Conf, pp. 341-51, 2006.
C. L. Myers, Barrett, D. R., Hibbs, M. A., Huttenhower, C., and Troyanskaya, O. G., “Finding function: evaluation methods for functional genomic data.”, BMC Genomics, vol. 7, p. 187, 2006.
R. S. G. Sealfon, Hibbs, M. A., Huttenhower, C., Myers, C. L., and Troyanskaya, O. G., “GOLEM: an interactive graph-based gene-ontology navigation and analysis tool.”, BMC Bioinformatics, vol. 7, p. 443, 2006.
2005
R. Balakrishnan, Christie, K. R., Costanzo, M. C., Dolinski, K., Dwight, S. S., Engel, S. R., Fisk, D. G., Hirschman, J. E., Hong, E. L., Nash, R., Oughtred, R., Skrzypek, M., Theesfeld, C. L., Binkley, G., Dong, Q., Lane, C., Sethuraman, A., Weng, S., Botstein, D., and J Cherry, M., “Fungal BLAST and Model Organism BLASTP Best Hits: new comparison resources at the Saccharomyces Genome Database (SGD).”, Nucleic Acids Res, vol. 33, no. Database issue, pp. D374-7, 2005.
C. L. Kingsford, Chazelle, B., and Singh, M., “Solving and analyzing side-chain positioning problems using linear and integer programming.”, Bioinformatics, vol. 21, no. 7, pp. 1028-36, 2005.
G. Wallace, Anshus, O. J., Bi, P., Chen, H., Chen, Y., Clark, D., Cook, P., Finkelstein, A., Funkhouser, T., Gupta, A., Hibbs, M., Li, K., Liu, Z., Samanta, R., Sukthankar, R., and Troyanskaya, O., “Tools and applications for large-scale display walls.”, IEEE Comput Graph Appl, vol. 25, no. 4, pp. 24-33, 2005.
M. A. Hibbs, Dirksen, N. C., Li, K., and Troyanskaya, O. G., “Visualization methods for statistical analysis of microarray clusters.”, BMC Bioinformatics, vol. 6, p. 115, 2005.
C. L. Myers, Chen, X., and Troyanskaya, O. G., “Visualization-based discovery and analysis of genomic aberrations in microarray data.”, BMC Bioinformatics, vol. 6, p. 146, 2005.
2004
C. L. Myers, Dunham, M. J., Kung, S. Y., and Troyanskaya, O. G., “Accurate detection of aneuploidies in array CGH and gene expression microarray data.”, Bioinformatics, vol. 20, no. 18, pp. 3533-43, 2004.
R. Osada, Zaslavsky, E., and Singh, M., “Comparative analysis of methods for representing and searching for transcription factor binding sites.”, Bioinformatics, vol. 20, no. 18, pp. 3516-25, 2004.
C. A. Rees, Demeter, J., Matese, J. C., Botstein, D., and Sherlock, G., “GeneXplorer: an interactive web application for microarray data visualization and analysis.”, BMC Bioinformatics, vol. 5, p. 141, 2004.
E. I. Boyle, Weng, S., Gollub, J., Jin, H., Botstein, D., J Cherry, M., and Sherlock, G., “GO::TermFinder--open source software for accessing Gene Ontology information and finding significantly enriched Gene Ontology terms associated with a list of genes.”, Bioinformatics, vol. 20, no. 18, pp. 3710-5, 2004.
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
K. R. Christie, Weng, S., Balakrishnan, R., Costanzo, M. C., Dolinski, K., Dwight, S. S., Engel, S. R., Feierbach, B., Fisk, D. G., Hirschman, J. E., Hong, E. L., Issel-Tarver, L., Nash, R., Sethuraman, A., Starr, B., Theesfeld, C. L., Andrada, R., Binkley, G., Dong, Q., Lane, C., Schroeder, M., Botstein, D., and J Cherry, M., “Saccharomyces Genome Database (SGD) provides tools to identify and analyze sequences from Saccharomyces cerevisiae and related sequences from other organisms.”, Nucleic Acids Res, vol. 32, no. Database issue, pp. D311-4, 2004.
R. G. Endres, Schulthess, T. C., and Wingreen, N. S., “Toward an atomistic model for predicting transcription-factor binding sites.”, Proteins, vol. 57, no. 2, pp. 262-8, 2004.
2003
O. G. Troyanskaya, Dolinski, K., Owen, A. B., Altman, R. B., and Botstein, D., “A Bayesian framework for combining heterogeneous data sources for gene function prediction (in Saccharomyces cerevisiae).”, Proc Natl Acad Sci U S A, vol. 100, no. 14, pp. 8348-53, 2003.
J. Gollub, Ball, C. A., Binkley, G., Demeter, J., Finkelstein, D. B., Hebert, J. M., Hernandez-Boussard, T., Jin, H., Kaloper, M., Matese, J. C., Schroeder, M., Brown, P. O., Botstein, D., and Sherlock, G., “The Stanford Microarray Database: data access and quality assessment tools.”, Nucleic Acids Res, vol. 31, no. 1, pp. 94-6, 2003.
2001
O. Troyanskaya, Cantor, M., Sherlock, G., Brown, P., Hastie, T., Tibshirani, R., Botstein, D., and Altman, R. B., “Missing value estimation methods for DNA microarrays.”, Bioinformatics, vol. 17, no. 6, pp. 520-5, 2001.