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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M. E. Kavousanakis, Kanodia, J. S., Kim, Y., Kevrekidis, I. G., and Shvartsman, S. Y., A compartmental model for the bicoid gradient., Dev Biol, vol. 345, no. 1, pp. 12-7, 2010.
C. H. Hansen, Sourjik, V., and Wingreen, N. S., A dynamic-signaling-team model for chemotaxis receptors in Escherichia coli., Proc Natl Acad Sci U S A, vol. 107, no. 40, pp. 17170-5, 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.
G. J. Stephens, Johnson-Kerner, B., Bialek, W., and Ryu, W. S., From modes to movement in the behavior of Caenorhabditis elegans., PLoS One, vol. 5, no. 11, p. e13914, 2010.
Y. Guan, Ackert-Bicknell, C. L., Kell, B., Troyanskaya, O. G., and Hibbs, M. A., Functional genomics complements quantitative genetics in identifying disease-gene associations., PLoS Comput Biol, vol. 6, no. 11, p. e1000991, 2010.
T. Mora and Wingreen, N. S., Limits of sensing temporal concentration changes by single cells., Phys Rev Lett, vol. 104, no. 24, p. 248101, 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.
D. Gresham, Curry, B., Ward, A., D Gordon, B., Brizuela, L., Kruglyak, L., and Botstein, D., Optimized detection of sequence variation in heterozygous genomes using DNA microarrays with isothermal-melting probes., Proc Natl Acad Sci U S A, vol. 107, no. 4, pp. 1482-7, 2010.
A. Baryshnikova, Costanzo, M., Kim, Y., Ding, H., Koh, J., Toufighi, K., Youn, J. - Y., Ou, J., San Luis, B. - J., Bandyopadhyay, S., Hibbs, M., Hess, D., Gingras, A. - C., Bader, G. D., Troyanskaya, O. G., Brown, G. W., Andrews, B., Boone, C., and Myers, C. L., Quantitative analysis of fitness and genetic interactions in yeast on a genome scale., Nat Methods, vol. 7, no. 12, pp. 1017-24, 2010.
C. Y. Park, Hess, D. C., Huttenhower, C., and Troyanskaya, O. G., Simultaneous genome-wide inference of physical, genetic, regulatory, and functional pathway components., PLoS Comput Biol, vol. 6, no. 11, p. e1001009, 2010.
P. Jiang and Singh, M., SPICi: a fast clustering algorithm for large biological networks., Bioinformatics, vol. 26, no. 8, pp. 1105-11, 2010.
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.
P. H. Bradley, Brauer, M. J., Rabinowitz, J. D., and Troyanskaya, O. G., Coordinated concentration changes of transcripts and metabolites in Saccharomyces cerevisiae., PLoS Comput Biol, vol. 5, no. 1, p. e1000270, 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.
Y. Deng and Shaevitz, J. W., Effect of aberration on height calibration in three-dimensional localization-based microscopy and particle tracking., Appl Opt, vol. 48, no. 10, pp. 1886-90, 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.
M. D. Chikina, Huttenhower, C., Murphy, C. T., and Troyanskaya, O. G., Global prediction of tissue-specific gene expression and context-dependent gene networks in Caenorhabditis elegans., PLoS Comput Biol, vol. 5, no. 6, p. e1000417, 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.
R. G. Endres and Wingreen, N. S., Maximum likelihood and the single receptor., Phys Rev Lett, vol. 103, no. 15, p. 158101, 2009.
J. S. Bloom, Khan, Z., Kruglyak, L., Singh, M., and Caudy, A. A., Measuring differential gene expression by short read sequencing: quantitative comparison to 2-channel gene expression microarrays., BMC Genomics, vol. 10, p. 221, 2009.
Z. Khan, Bloom, J. S., Kruglyak, L., and Singh, M., A practical algorithm for finding maximal exact matches in large sequence datasets using sparse suffix arrays., Bioinformatics, vol. 25, no. 13, pp. 1609-16, 2009.
E. M. Airoldi, Huttenhower, C., Gresham, D., Lu, C., Caudy, A. A., Dunham, M. J., Broach, J. R., Botstein, D., and Troyanskaya, O. G., Predicting cellular growth from gene expression signatures., PLoS Comput Biol, vol. 5, no. 1, p. e1000257, 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.
Z. Khan, Bloom, J. S., Garcia, B. A., Singh, M., and Kruglyak, L., Protein quantification across hundreds of experimental conditions., Proc Natl Acad Sci U S A, vol. 106, no. 37, pp. 15544-8, 2009.
T. Mora, Yu, H., Sowa, Y., and Wingreen, N. S., Steps in the bacterial flagellar motor., PLoS Comput Biol, vol. 5, no. 10, p. e1000540, 2009.
C. Huttenhower and Troyanskaya, O. G., Assessing the functional structure of genomic data., Bioinformatics, vol. 24, no. 13, pp. i330-8, 2008.
P. A. DiMaggio, McAllister, S. R., Floudas, C. A., Feng, X. - J., Rabinowitz, J. D., and Rabitz, H. A., Biclustering via optimal re-ordering of data matrices in systems biology: rigorous methods and comparative studies., BMC Bioinformatics, vol. 9, p. 458, 2008.
J. A. Capra and Singh, M., Characterization and prediction of residues determining protein functional specificity., Bioinformatics, vol. 24, no. 13, pp. 1473-80, 2008.
L. Peña-Castillo, Tasan, M., Myers, C. L., Lee, H., Joshi, T., Zhang, C., Guan, Y., Leone, M., Pagnani, A., Kim, W. Kyu, Krumpelman, C., Tian, W., Obozinski, G., Qi, Y., Mostafavi, S., Lin, G. Ning, Berriz, G. F., Gibbons, F. D., Lanckriet, G., Qiu, J., Grant, C., Barutcuoglu, Z., Hill, D. P., Warde-Farley, D., Grouios, C., Ray, D., Blake, J. A., Deng, M., Jordan, M. I., Noble, W. S., Morris, Q., Klein-Seetharaman, J., Bar-Joseph, iv, Z., Chen, T., Sun, F., Troyanskaya, O. G., Marcotte, E. M., Xu, D., Hughes, T. R., and Roth, F. P., A critical assessment of Mus musculus gene function prediction using integrated genomic evidence., Genome Biol, vol. 9 Suppl 1, p. S2, 2008.
S. R. McAllister, Feng, X. - J., DiMaggio, P. A., Floudas, C. A., Rabinowitz, J. D., and Rabitz, H., Descriptor-free molecular discovery in large libraries by adaptive substituent reordering., Bioorg Med Chem Lett, vol. 18, no. 22, pp. 5967-70, 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.
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., Peterson, R., and Singh, M., NetGrep: fast network schema searches in interactomes., Genome Biol, vol. 9, no. 9, p. R138, 2008.
L. C. Osborne, Palmer, S. E., Lisberger, S. G., and Bialek, W., The neural basis for combinatorial coding in a cortical population response., J Neurosci, vol. 28, no. 50, pp. 13522-31, 2008.
I. Nemenman, Lewen, G. D., Bialek, W., and van Steveninck, R. R. de Ruyte, Neural coding of natural stimuli: information at sub-millisecond resolution., PLoS Comput Biol, vol. 4, no. 3, p. e1000025, 2008.
Y. Guan, Myers, C. L., Hess, D. C., Barutcuoglu, Z., Caudy, A. A., and Troyanskaya, O. G., Predicting gene function in a hierarchical context with an ensemble of classifiers., Genome Biol, vol. 9 Suppl 1, p. S3, 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.
G. Tkačik, Gregor, T., and Bialek, W., The role of input noise in transcriptional regulation., PLoS One, vol. 3, no. 7, p. e2774, 2008.
H. Wang, Wingreen, N. S., and Mukhopadhyay, R., Self-organized periodicity of protein clusters in growing bacteria., Phys Rev Lett, vol. 101, no. 21, p. 218101, 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.
L. Qiao, Nachbar, R. B., Kevrekidis, I. G., and Shvartsman, S. Y., Bistability and oscillations in the Huang-Ferrell model of MAPK signaling., PLoS Comput Biol, vol. 3, no. 9, pp. 1819-26, 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.
J. W. Shaevitz and Fletcher, D. A., Enhanced three-dimensional deconvolution microscopy using a measured depth-varying point-spread function., J Opt Soc Am A Opt Image Sci Vis, vol. 24, no. 9, pp. 2622-7, 2007.
M. A. Hibbs, Hess, D. C., Myers, C. L., Huttenhower, C., Li, K., and Troyanskaya, O. G., Exploring the functional landscape of gene expression: directed search of large microarray compendia., Bioinformatics, vol. 23, no. 20, pp. 2692-9, 2007.
S. Goyal and Wingreen, N. S., Growth-induced instability in metabolic networks., Phys Rev Lett, vol. 98, no. 13, p. 138105, 2007.
J. P. Huelsenbeck and Andolfatto, P., Inference of population structure under a Dirichlet process model., Genetics, vol. 175, no. 4, pp. 1787-802, 2007.
O. G. Troyanskaya, Integrated analysis of microarray results., Methods Mol Biol, vol. 382, pp. 429-37, 2007.
M. Coppey, Berezhkovskii, A. M., Kim, Y., Boettiger, A. N., and Shvartsman, S. Y., Modeling the bicoid gradient: diffusion and reversible nuclear trapping of a stable protein., Dev Biol, vol. 312, no. 2, pp. 623-30, 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.
J. A. Capra and Singh, M., Predicting functionally important residues from sequence conservation., Bioinformatics, vol. 23, no. 15, pp. 1875-82, 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.
E. Kruus, Thumfort, P., Tang, C., and Wingreen, N. S., Gibbs sampling and helix-cap motifs., Nucleic Acids Res, vol. 33, no. 16, pp. 5343-53, 2005.
W. Wang, J Cherry, M., Nochomovitz, Y., Jolly, E., Botstein, D., and Li, H., Inference of combinatorial regulation in yeast transcriptional networks: a case study of sporulation., Proc Natl Acad Sci U S A, vol. 102, no. 6, pp. 1998-2003, 2005.
N. Slonim, Atwal, G. Singh, Tkačik, G., and Bialek, W., Information-based clustering., Proc Natl Acad Sci U S A, vol. 102, no. 51, pp. 18297-302, 2005.
O. G. Troyanskaya, Putting microarrays in a context: integrated analysis of diverse biological data., Brief Bioinform, vol. 6, no. 1, pp. 34-43, 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.
J. W. Shaevitz, Block, S. M., and Schnitzer, M. J., Statistical kinetics of macromolecular dynamics., Biophys J, vol. 89, no. 4, pp. 2277-85, 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.
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.