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

Filters: Keyword is Computational Biology  [Clear All Filters]
2019
J. Zhou, Schor, I. E., Yao, V., Theesfeld, C. L., Marco-Ferreres, R., Tadych, A., Furlong, E. E. M., and Troyanskaya, O. G., “Accurate genome-wide predictions of spatio-temporal gene expression during embryonic development.”, PLoS Genet, vol. 15, no. 9, p. e1008382, 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.
J. Zhou, Park, C. Y., Theesfeld, C. L., Wong, A. K., Yuan, Y., Scheckel, C., Fak, J. J., Funk, J., Yao, K., Tajima, Y., Packer, A., Darnell, R. B., and Troyanskaya, O. G., “Whole-genome deep-learning analysis identifies contribution of noncoding mutations to autism risk.”, Nat Genet, vol. 51, no. 6, pp. 973-980, 2019.
2015
D. Gorenshteyn, Zaslavsky, E., Fribourg, M., Park, C. Y., Wong, A. K., Tadych, A., Hartmann, B. M., Albrecht, R. A., García-Sastre, A., Kleinstein, S. H., Troyanskaya, O. G., and Sealfon, S. C., “Interactive Big Data Resource to Elucidate Human Immune Pathways and Diseases.”, Immunity, vol. 43, no. 3, pp. 605-14, 2015.
2014
A. V. Persikov, Rowland, E. F., Oakes, B. L., Singh, M., and Noyes, M. B., “Deep sequencing of large library selections allows computational discovery of diverse sets of zinc fingers that bind common targets.”, Nucleic Acids Res, vol. 42, no. 3, pp. 1497-508, 2014.
J. Zhou and Troyanskaya, O. G., “Global quantitative modeling of chromatin factor interactions.”, PLoS Comput Biol, vol. 10, no. 3, p. e1003525, 2014.
G. Tkačik, Marre, O., Amodei, D., Schneidman, E., Bialek, W., and Berry, M. J., “Searching for collective behavior in a large network of sensory neurons.”, PLoS Comput Biol, vol. 10, no. 1, p. e1003408, 2014.
2013
P. Jiang, Singh, M., and Coller, H. A., “Computational assessment of the cooperativity between RNA binding proteins and MicroRNAs in Transcript Decay.”, PLoS Comput Biol, vol. 9, no. 5, p. e1003075, 2013.
W. Ju, Greene, C. S., Eichinger, F., Nair, V., Hodgin, J. B., Bitzer, M., Lee, Y. -suk, Zhu, Q., Kehata, M., Li, M., Jiang, S., Rastaldi, M. Pia, Cohen, C. D., Troyanskaya, O. G., and Kretzler, M., “Defining cell-type specificity at the transcriptional level in human disease.”, Genome Res, vol. 23, no. 11, pp. 1862-73, 2013.
D. Ghersi and Singh, M., “Disentangling function from topology to infer the network properties of disease genes.”, BMC Syst Biol, vol. 7, p. 5, 2013.
L. S. Cheung, Simakov, D. S. A., Fuchs, A., Pyrowolakis, G., and Shvartsman, S. Y., “Dynamic model for the coordination of two enhancers of broad by EGFR signaling.”, Proc Natl Acad Sci U S A, vol. 110, no. 44, pp. 17939-44, 2013.
J. Song and Singh, M., “From hub proteins to hub modules: the relationship between essentiality and centrality in the yeast interactome at different scales of organization.”, PLoS Comput Biol, vol. 9, no. 2, p. e1002910, 2013.
C. Y. Park, Wong, A. K., Greene, C. S., Rowland, J., Guan, Y., Bongo, L. A., Burdine, R. D., and Troyanskaya, O. G., “Functional knowledge transfer for high-accuracy prediction of under-studied biological processes.”, PLoS Comput Biol, vol. 9, no. 3, p. e1002957, 2013.
Y. -suk Lee, Krishnan, A., Zhu, Q., and Troyanskaya, O. G., “Ontology-aware classification of tissue and cell-type signals in gene expression profiles across platforms and technologies.”, Bioinformatics, vol. 29, no. 23, pp. 3036-44, 2013.
R. S. Dwyer, Ricci, D. P., Colwell, L. J., Silhavy, T. J., and Wingreen, N. S., “Predicting functionally informative mutations in Escherichia coli BamA using evolutionary covariance analysis.”, Genetics, vol. 195, no. 2, pp. 443-55, 2013.
Y. Pritykin and Singh, M., “Simple topological features reflect dynamics and modularity in protein interaction networks.”, PLoS Comput Biol, vol. 9, no. 10, p. e1003243, 2013.
2012
S. Wang, Furchtgott, L., Huang, K. Casey, and Shaevitz, J. W., “Helical insertion of peptidoglycan produces chiral ordering of the bacterial cell wall.”, Proc Natl Acad Sci U S A, vol. 109, no. 10, pp. E595-604, 2012.
Y. Zhen and Andolfatto, P., “Methods to detect selection on noncoding DNA.”, Methods Mol Biol, vol. 856, pp. 141-59, 2012.
2011
M. D. Chikina and Troyanskaya, O. G., “Accurate quantification of functional analogy among close homologs.”, PLoS Comput Biol, vol. 7, no. 2, p. e1001074, 2011.
J. S. Kanodia, Kim, Y., Tomer, R., Khan, Z., Chung, K., Storey, J. D., Lu, H., Keller, P. J., and Shvartsman, S. Y., “A computational statistics approach for estimating the spatial range of morphogen gradients.”, Development, vol. 138, no. 22, pp. 4867-74, 2011.
P. Andolfatto, Davison, D., Erezyilmaz, D., Hu, T. T., Mast, J., Sunayama-Morita, T., and Stern, D. L., “Multiplexed shotgun genotyping for rapid and efficient genetic mapping.”, Genome Res, vol. 21, no. 4, pp. 610-7, 2011.
2010
M. Wyart, Botstein, D., and Wingreen, N. S., “Evaluating gene expression dynamics using pairwise RNA FISH data.”, PLoS Comput Biol, vol. 6, no. 11, p. e1000979, 2010.
“The Gene Ontology in 2010: extensions and refinements.”, Nucleic Acids Res, vol. 38, no. Database issue, pp. D331-5, 2010.
M. Costanzo, Baryshnikova, A., Bellay, J., Kim, Y., Spear, E. D., Sevier, C. S., Ding, H., L Y Koh, J., Toufighi, K., Mostafavi, S., Prinz, J., St Onge, R. P., VanderSluis, B., Makhnevych, T., Vizeacoumar, F. J., Alizadeh, S., Bahr, S., Brost, R. L., Chen, Y., Cokol, M., Deshpande, R., Li, Z., Lin, Z. - Y., Liang, W., Marback, M., Paw, J., San Luis, B. - J., Shuteriqi, E., Tong, A. Hin Yan, van Dyk, N., Wallace, I. M., Whitney, J. A., Weirauch, M. T., Zhong, G., Zhu, H., Houry, W. A., Brudno, M., Ragibizadeh, S., Papp, B., Pál, C., Roth, F. P., Giaever, G., Nislow, C., Troyanskaya, O. G., Bussey, H., Bader, G. D., Gingras, A. - C., Morris, Q. D., Kim, P. M., Kaiser, C. A., Myers, C. L., Andrews, B. J., and Boone, C., “The genetic landscape of a cell.”, Science, vol. 327, no. 5964, pp. 425-31, 2010.
A. Pop, Huttenhower, C., Iyer-Pascuzzi, A., Benfey, P. N., and Troyanskaya, O. G., “Integrated functional networks of process, tissue, and developmental stage specific interactions in Arabidopsis thaliana.”, BMC Syst Biol, vol. 4, p. 180, 2010.
F. Markowetz, Mulder, K. W., Airoldi, E. M., Lemischka, I. R., and Troyanskaya, O. G., “Mapping dynamic histone acetylation patterns to gene expression in nanog-depleted murine embryonic stem cells.”, PLoS Comput Biol, vol. 6, no. 12, p. e1001034, 2010.
D. Hendrix, Levine, M., and Shi, W., “miRTRAP, a computational method for the systematic identification of miRNAs from high throughput sequencing data.”, Genome Biol, vol. 11, no. 4, p. R39, 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.
2009
Z. Barutcuoglu, Airoldi, E. M., Dumeaux, V., Schapire, R. E., and Troyanskaya, O. G., “Aneuploidy prediction and tumor classification with heterogeneous hidden conditional random fields.”, Bioinformatics, vol. 25, no. 10, pp. 1307-13, 2009.
C. Huttenhower, Myers, C. L., Hibbs, M. A., and Troyanskaya, O. G., “Computational analysis of the yeast proteome: understanding and exploiting functional specificity in genomic data.”, Methods Mol Biol, vol. 548, pp. 273-93, 2009.
J. Cande, Goltsev, Y., and Levine, M. S., “Conservation of enhancer location in divergent insects.”, Proc Natl Acad Sci U S A, vol. 106, no. 34, pp. 14414-9, 2009.
C. Huttenhower, K Mutungu, T., Indik, N., Yang, W., Schroeder, M., Forman, J. J., Troyanskaya, O. G., and Coller, H. A., “Detailing regulatory networks through large scale data integration.”, Bioinformatics, vol. 25, no. 24, pp. 3267-74, 2009.
C. Huttenhower, Haley, E. M., Hibbs, M. A., Dumeaux, V., Barrett, D. R., Coller, H. A., and Troyanskaya, O. G., “Exploring the human genome with functional maps.”, Genome Res, vol. 19, no. 6, pp. 1093-106, 2009.
C. Huttenhower, Mehmood, S. O., and Troyanskaya, O. G., “Graphle: Interactive exploration of large, dense graphs.”, BMC Bioinformatics, vol. 10, p. 417, 2009.
J. Song and Singh, M., “How and when should interactome-derived clusters be used to predict functional modules and protein function?”, Bioinformatics, vol. 25, no. 23, pp. 3143-50, 2009.
C. Huttenhower, Hibbs, M. A., Myers, C. L., Caudy, A. A., Hess, D. C., and Troyanskaya, O. G., “The impact of incomplete knowledge on evaluation: an experimental benchmark for protein function prediction.”, Bioinformatics, vol. 25, no. 18, pp. 2404-10, 2009.
A. V. Persikov, Osada, R., and Singh, M., “Predicting DNA recognition by Cys2His2 zinc finger proteins.”, Bioinformatics, vol. 25, no. 1, pp. 22-9, 2009.
J. A. Capra, Laskowski, R. A., Thornton, J. M., Singh, M., and Funkhouser, T. A., “Predicting protein ligand binding sites by combining evolutionary sequence conservation and 3D structure.”, PLoS Comput Biol, vol. 5, no. 12, p. e1000585, 2009.
A. J. Butte, Sarkar, I. Neil, Ramoni, M., Lussier, Y., and Troyanskaya, O., “Selected proceedings of the First Summit on Translational Bioinformatics 2008.”, BMC Bioinformatics, vol. 10 Suppl 2, p. I1, 2009.
A. C. Edwards, Ayroles, J. F., Stone, E. A., Carbone, M. Anna, Lyman, R. F., and Mackay, T. F. C., “A transcriptional network associated with natural variation in Drosophila aggressive behavior.”, Genome Biol, vol. 10, no. 7, p. R76, 2009.
2008
W. Lu, Bennett, B. D., and Rabinowitz, J. D., “Analytical strategies for LC-MS-based targeted metabolomics.”, J Chromatogr B Analyt Technol Biomed Life Sci, vol. 871, no. 2, pp. 236-42, 2008.
E. L. Hong, Balakrishnan, R., Dong, Q., Christie, K. R., Park, J., Binkley, G., Costanzo, M. C., Dwight, S. S., Engel, S. R., Fisk, D. G., Hirschman, J. E., Hitz, B. C., Krieger, C. J., Livstone, M. S., Miyasato, S. R., Nash, R. S., Oughtred, R., Skrzypek, M. S., Weng, S., Wong, E. D., Zhu, K. K., Dolinski, K., Botstein, D., and J Cherry, M., “Gene Ontology annotations at SGD: new data sources and annotation methods.”, Nucleic Acids Res, vol. 36, no. Database issue, pp. D577-81, 2008.
Y. Guan, Myers, C. L., Lu, R., Lemischka, I. R., Bult, C. J., and Troyanskaya, O. G., “A genomewide functional network for the laboratory mouse.”, PLoS Comput Biol, vol. 4, no. 9, p. e1000165, 2008.
C. L. Vizcarra, Zhang, N., Marshall, S. A., Wingreen, N. S., Zeng, C., and Mayo, S. L., “An improved pairwise decomposable finite-difference Poisson-Boltzmann method for computational protein design.”, J Comput Chem, vol. 29, no. 7, pp. 1153-62, 2008.
G. Tkačik, Callan, C. G., and Bialek, W., “Information capacity of genetic regulatory elements.”, Phys Rev E Stat Nonlin Soft Matter Phys, vol. 78, no. 1 Pt 1, p. 011910, 2008.
E. Banks, Nabieva, E., Chazelle, B., and Singh, M., “Organization of physical interactomes as uncovered by network schemas.”, PLoS Comput Biol, vol. 4, no. 10, p. e1000203, 2008.
G. Tkačik, Gregor, T., and Bialek, W., “The role of input noise in transcriptional regulation.”, PLoS One, vol. 3, no. 7, p. e2774, 2008.
J. - W. Hong, Hendrix, D. A., and Levine, M. S., “Shadow enhancers as a source of evolutionary novelty.”, Science, vol. 321, no. 5894, p. 1314, 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. Lembong, Yakoby, N., and Shvartsman, S. Y., “Spatial regulation of BMP signaling by patterned receptor expression.”, Tissue Eng Part A, vol. 14, no. 9, pp. 1469-77, 2008.
2007
F. Markowetz and Troyanskaya, O. G., “Computational identification of cellular networks and pathways.”, Mol Biosyst, vol. 3, no. 7, pp. 478-82, 2007.
C. L. Myers and Troyanskaya, O. G., “Context-sensitive data integration and prediction of biological networks.”, Bioinformatics, vol. 23, no. 17, pp. 2322-30, 2007.
O. Troyanskaya, “"Getting started in..": a series not to miss.”, PLoS Comput Biol, vol. 3, no. 10, p. 1841, 2007.
S. Heinicke, Livstone, M. S., Lu, C., Oughtred, R., Kang, F., Angiuoli, S. V., White, O., Botstein, D., and Dolinski, K., “The Princeton Protein Orthology Database (P-POD): a comparative genomics analysis tool for biologists.”, PLoS One, vol. 2, no. 8, p. e766, 2007.
2006
C. Huttenhower and Troyanskaya, O. G., “Bayesian data integration: a functional perspective.”, Comput Syst Bioinformatics Conf, pp. 341-51, 2006.
T. Reguly, Breitkreutz, A., Boucher, L., Breitkreutz, B. - J., Hon, G. C., Myers, C. L., Parsons, A., Friesen, H., Oughtred, R., Tong, A., Stark, C., Ho, Y., Botstein, D., Andrews, B., Boone, C., Troyanskya, O. G., Ideker, T., Dolinski, K., Batada, N. N., and Tyers, M., “Comprehensive curation and analysis of global interaction networks in Saccharomyces cerevisiae.”, J Biol, vol. 5, no. 4, p. 11, 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.
M. Diehn, Bhattacharya, R., Botstein, D., and Brown, P. O., “Genome-scale identification of membrane-associated human mRNAs.”, PLoS Genet, vol. 2, no. 1, p. e11, 2006.
Z. Barutcuoglu, Schapire, R. E., and Troyanskaya, O. G., “Hierarchical multi-label prediction of gene function.”, Bioinformatics, vol. 22, no. 7, pp. 830-6, 2006.
D. Botstein, “Willing to do the math: an interview with David Botstein. Interview by Jane Gitschier.”, PLoS Genet, vol. 2, no. 5, p. e79, 2006.
2005
G. T. Reeves, Kalifa, R., Klein, D. E., Lemmon, M. A., and Shvartsman, S. Y., “Computational analysis of EGFR inhibition by Argos.”, Dev Biol, vol. 284, no. 2, pp. 523-35, 2005.
D. Papatsenko and Levine, M., “Computational identification of regulatory DNAs underlying animal development.”, Nat Methods, vol. 2, no. 7, pp. 529-34, 2005.
C. L. Myers, Robson, D., Wible, A., Hibbs, M. A., Chiriac, C., Theesfeld, C. L., Dolinski, K., and Troyanskaya, O. G., “Discovery of biological networks from diverse functional genomic data.”, Genome Biol, vol. 6, no. 13, p. R114, 2005.
Y. Liang, Diehn, M., Watson, N., Bollen, A. W., Aldape, K. D., M Nicholas, K., Lamborn, K. R., Berger, M. S., Botstein, D., Brown, P. O., and Israel, M. A., “Gene expression profiling reveals molecularly and clinically distinct subtypes of glioblastoma multiforme.”, Proc Natl Acad Sci U S A, vol. 102, no. 16, pp. 5814-9, 2005.
A. Stathopoulos and Levine, M., “Localized repressors delineate the neurogenic ectoderm in the early Drosophila embryo.”, Dev Biol, vol. 280, no. 2, pp. 482-93, 2005.
O. G. Troyanskaya, “Putting the 'bio' into bioinformatics.”, Genome Biol, vol. 6, no. 10, p. 351, 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.
E. Nabieva, Jim, K., Agarwal, A., Chazelle, B., and Singh, M., “Whole-proteome prediction of protein function via graph-theoretic analysis of interaction maps.”, Bioinformatics, vol. 21 Suppl 1, pp. i302-10, 2005.
2004
A. Erives and Levine, M., “Coordinate enhancers share common organizational features in the Drosophila genome.”, Proc Natl Acad Sci U S A, vol. 101, no. 11, pp. 3851-6, 2004.
N. Zhang, Zeng, C., and Wingreen, N. S., “Fast accurate evaluation of protein solvent exposure.”, Proteins, vol. 57, no. 3, pp. 565-76, 2004.
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
J. H. Fong, Keating, A. E., and Singh, M., “Predicting specificity in bZIP coiled-coil protein interactions.”, Genome Biol, vol. 5, no. 2, p. R11, 2004.
N. D. Trinklein, Murray, J. I., Hartman, S. J., Botstein, D., and Myers, R. M., “The role of heat shock transcription factor 1 in the genome-wide regulation of the mammalian heat shock response.”, Mol Biol Cell, vol. 15, no. 3, pp. 1254-61, 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.
D. H. Lenz, Mok, K. C., Lilley, B. N., Kulkarni, R. V., Wingreen, N. S., and Bassler, B. L., “The small RNA chaperone Hfq and multiple small RNAs control quorum sensing in Vibrio harveyi and Vibrio cholerae.”, Cell, vol. 118, no. 1, pp. 69-82, 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
S. H Wiley, Shvartsman, S. Y., and Lauffenburger, D. A., “Computational modeling of the EGF-receptor system: a paradigm for systems biology.”, Trends Cell Biol, vol. 13, no. 1, pp. 43-50, 2003.
2002
M. Markstein and Levine, M., “Decoding cis-regulatory DNAs in the Drosophila genome.”, Curr Opin Genet Dev, vol. 12, no. 5, pp. 601-6, 2002.