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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Access to Information
D. Botstein, It's the data!, Mol Biol Cell, vol. 21, no. 1, pp. 4-6, 2010.
Action Potentials
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.
E. Schneidman, Bialek, W., and Berry, M. J., Synergy, redundancy, and independence in population codes., J Neurosci, vol. 23, no. 37, pp. 11539-53, 2003.
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.
E. Schneidman, Puchalla, J. L., Segev, R., Harris, R. A., Bialek, W., and Berry, M. J., Synergy from silence in a combinatorial neural code., J Neurosci, vol. 31, no. 44, pp. 15732-41, 2011.
E. Schneidman, Berry, M. J., Segev, R., and Bialek, W., Weak pairwise correlations imply strongly correlated network states in a neural population., Nature, vol. 440, no. 7087, pp. 1007-12, 2006.
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.
T. L. Adelman, Bialek, W., and Olberg, R. M., The information content of receptive fields., Neuron, vol. 40, no. 4, pp. 823-33, 2003.
E. Schneidman, Puchalla, J. L., Segev, R., Harris, R. A., Bialek, W., and Berry, M. J., Synergy from silence in a combinatorial neural code., J Neurosci, vol. 31, no. 44, pp. 15732-41, 2011.
E. Schneidman, Berry, M. J., Segev, R., and Bialek, W., Weak pairwise correlations imply strongly correlated network states in a neural population., Nature, vol. 440, no. 7087, pp. 1007-12, 2006.
L. C. Osborne, Bialek, W., and Lisberger, S. G., Time course of information about motion direction in visual area MT of macaque monkeys., J Neurosci, vol. 24, no. 13, pp. 3210-22, 2004.
T. Sharpee, Rust, N. C., and Bialek, W., Analyzing neural responses to natural signals: maximally informative dimensions., Neural Comput, vol. 16, no. 2, pp. 223-50, 2004.
E. Schneidman, Bialek, W., and Berry, M. J., Synergy, redundancy, and independence in population codes., J Neurosci, vol. 23, no. 37, pp. 11539-53, 2003.
B. Agüera y Arcas, Fairhall, A. L., and Bialek, W., Computation in a single neuron: Hodgkin and Huxley revisited., Neural Comput, vol. 15, no. 8, pp. 1715-49, 2003.
Adenocarcinoma
M. E. Schaner, Ross, D. T., Ciaravino, G., Sorlie, T., Troyanskaya, O., Diehn, M., Wang, Y. C., Duran, G. E., Sikic, T. L., Caldeira, S., Skomedal, H., Tu, I. - P., Hernandez-Boussard, T., Johnson, S. W., O'Dwyer, P. J., Fero, M. J., Kristensen, G. B., Borresen-Dale, A. - L., Hastie, T., Tibshirani, R., van de Rijn, M., Teng, N. N., Longacre, T. A., Botstein, D., Brown, P. O., and Sikic, B. I., Gene expression patterns in ovarian carcinomas., Mol Biol Cell, vol. 14, no. 11, pp. 4376-86, 2003.
M. E. Garber, Troyanskaya, O. G., Schluens, K., Petersen, S., Thaesler, Z., Pacyna-Gengelbach, M., van de Rijn, M., Rosen, G. D., Perou, C. M., Whyte, R. I., Altman, R. B., Brown, P. O., Botstein, D., and Petersen, I., Diversity of gene expression in adenocarcinoma of the lung., Proc Natl Acad Sci U S A, vol. 98, no. 24, pp. 13784-9, 2001.
X. Chen, Leung, S. Y., Yuen, S. T., Chu, K. - M., Ji, J., Li, R., S Y Chan, A., Law, S., Troyanskaya, O. G., Wong, J., So, S., Botstein, D., and Brown, P. O., Variation in gene expression patterns in human gastric cancers., Mol Biol Cell, vol. 14, no. 8, pp. 3208-15, 2003.
M. E. Schaner, Ross, D. T., Ciaravino, G., Sorlie, T., Troyanskaya, O., Diehn, M., Wang, Y. C., Duran, G. E., Sikic, T. L., Caldeira, S., Skomedal, H., Tu, I. - P., Hernandez-Boussard, T., Johnson, S. W., O'Dwyer, P. J., Fero, M. J., Kristensen, G. B., Borresen-Dale, A. - L., Hastie, T., Tibshirani, R., van de Rijn, M., Teng, N. N., Longacre, T. A., Botstein, D., Brown, P. O., and Sikic, B. I., Gene expression patterns in ovarian carcinomas., Mol Biol Cell, vol. 14, no. 11, pp. 4376-86, 2003.
J. Isaac Murray, Whitfield, M. L., Trinklein, N. D., Myers, R. M., Brown, P. O., and Botstein, D., Diverse and specific gene expression responses to stresses in cultured human cells., Mol Biol Cell, vol. 15, no. 5, pp. 2361-74, 2004.
H. Zhao, Whitfield, M. L., Xu, T., Botstein, D., and Brooks, J. D., Diverse effects of methylseleninic acid on the transcriptional program of human prostate cancer cells., Mol Biol Cell, vol. 15, no. 2, pp. 506-19, 2004.
S. Y. Leung, Chen, X., Chu, K. M., Yuen, S. T., Mathy, J., Ji, J., S Y Chan, A., Li, R., Law, S., Troyanskaya, O. G., Tu, I. - P., Wong, J., So, S., Botstein, D., and Brown, P. O., Phospholipase A2 group IIA expression in gastric adenocarcinoma is associated with prolonged survival and less frequent metastasis., Proc Natl Acad Sci U S A, vol. 99, no. 25, pp. 16203-8, 2002.
M. E. Schaner, Ross, D. T., Ciaravino, G., Sorlie, T., Troyanskaya, O., Diehn, M., Wang, Y. C., Duran, G. E., Sikic, T. L., Caldeira, S., Skomedal, H., Tu, I. - P., Hernandez-Boussard, T., Johnson, S. W., O'Dwyer, P. J., Fero, M. J., Kristensen, G. B., Borresen-Dale, A. - L., Hastie, T., Tibshirani, R., van de Rijn, M., Teng, N. N., Longacre, T. A., Botstein, D., Brown, P. O., and Sikic, B. I., Gene expression patterns in ovarian carcinomas., Mol Biol Cell, vol. 14, no. 11, pp. 4376-86, 2003.
M. E. Garber, Troyanskaya, O. G., Schluens, K., Petersen, S., Thaesler, Z., Pacyna-Gengelbach, M., van de Rijn, M., Rosen, G. D., Perou, C. M., Whyte, R. I., Altman, R. B., Brown, P. O., Botstein, D., and Petersen, I., Diversity of gene expression in adenocarcinoma of the lung., Proc Natl Acad Sci U S A, vol. 98, no. 24, pp. 13784-9, 2001.
J. Isaac Murray, Whitfield, M. L., Trinklein, N. D., Myers, R. M., Brown, P. O., and Botstein, D., Diverse and specific gene expression responses to stresses in cultured human cells., Mol Biol Cell, vol. 15, no. 5, pp. 2361-74, 2004.
H. Zhao, Whitfield, M. L., Xu, T., Botstein, D., and Brooks, J. D., Diverse effects of methylseleninic acid on the transcriptional program of human prostate cancer cells., Mol Biol Cell, vol. 15, no. 2, pp. 506-19, 2004.
X. Chen, Leung, S. Y., Yuen, S. T., Chu, K. - M., Ji, J., Li, R., S Y Chan, A., Law, S., Troyanskaya, O. G., Wong, J., So, S., Botstein, D., and Brown, P. O., Variation in gene expression patterns in human gastric cancers., Mol Biol Cell, vol. 14, no. 8, pp. 3208-15, 2003.
S. Y. Leung, Chen, X., Chu, K. M., Yuen, S. T., Mathy, J., Ji, J., S Y Chan, A., Li, R., Law, S., Troyanskaya, O. G., Tu, I. - P., Wong, J., So, S., Botstein, D., and Brown, P. O., Phospholipase A2 group IIA expression in gastric adenocarcinoma is associated with prolonged survival and less frequent metastasis., Proc Natl Acad Sci U S A, vol. 99, no. 25, pp. 16203-8, 2002.
Adenocarcinoma, Clear Cell
M. E. Schaner, Ross, D. T., Ciaravino, G., Sorlie, T., Troyanskaya, O., Diehn, M., Wang, Y. C., Duran, G. E., Sikic, T. L., Caldeira, S., Skomedal, H., Tu, I. - P., Hernandez-Boussard, T., Johnson, S. W., O'Dwyer, P. J., Fero, M. J., Kristensen, G. B., Borresen-Dale, A. - L., Hastie, T., Tibshirani, R., van de Rijn, M., Teng, N. N., Longacre, T. A., Botstein, D., Brown, P. O., and Sikic, B. I., Gene expression patterns in ovarian carcinomas., Mol Biol Cell, vol. 14, no. 11, pp. 4376-86, 2003.
M. E. Schaner, Ross, D. T., Ciaravino, G., Sorlie, T., Troyanskaya, O., Diehn, M., Wang, Y. C., Duran, G. E., Sikic, T. L., Caldeira, S., Skomedal, H., Tu, I. - P., Hernandez-Boussard, T., Johnson, S. W., O'Dwyer, P. J., Fero, M. J., Kristensen, G. B., Borresen-Dale, A. - L., Hastie, T., Tibshirani, R., van de Rijn, M., Teng, N. N., Longacre, T. A., Botstein, D., Brown, P. O., and Sikic, B. I., Gene expression patterns in ovarian carcinomas., Mol Biol Cell, vol. 14, no. 11, pp. 4376-86, 2003.
M. E. Schaner, Ross, D. T., Ciaravino, G., Sorlie, T., Troyanskaya, O., Diehn, M., Wang, Y. C., Duran, G. E., Sikic, T. L., Caldeira, S., Skomedal, H., Tu, I. - P., Hernandez-Boussard, T., Johnson, S. W., O'Dwyer, P. J., Fero, M. J., Kristensen, G. B., Borresen-Dale, A. - L., Hastie, T., Tibshirani, R., van de Rijn, M., Teng, N. N., Longacre, T. A., Botstein, D., Brown, P. O., and Sikic, B. I., Gene expression patterns in ovarian carcinomas., Mol Biol Cell, vol. 14, no. 11, pp. 4376-86, 2003.
ADP-Ribosylation Factor 1
E. S. Click, Stearns, T., and Botstein, D., Systematic structure-function analysis of the small GTPase Arf1 in yeast., Mol Biol Cell, vol. 13, no. 5, pp. 1652-64, 2002.
ADP-Ribosylation Factors
E. S. Click, Stearns, T., and Botstein, D., Systematic structure-function analysis of the small GTPase Arf1 in yeast., Mol Biol Cell, vol. 13, no. 5, pp. 1652-64, 2002.
Adult
S. P. Bohen, Troyanskaya, O. G., Alter, O., Warnke, R., Botstein, D., Brown, P. O., and Levy, R., Variation in gene expression patterns in follicular lymphoma and the response to rituximab., Proc Natl Acad Sci U S A, vol. 100, no. 4, pp. 1926-30, 2003.
T. Sørlie, Perou, C. M., Fan, C., Geisler, S., Aas, T., Nobel, A., Anker, G., Akslen, L. A., Botstein, D., Børresen-Dale, A. - L., and Lønning, P. Eystein, Gene expression profiles do not consistently predict the clinical treatment response in locally advanced breast cancer., Mol Cancer Ther, vol. 5, no. 11, pp. 2914-8, 2006.
M. L. Whitfield, Finlay, D. R., Murray, J. Isaac, Troyanskaya, O. G., Chi, J. - T., Pergamenschikov, A., McCalmont, T. H., Brown, P. O., Botstein, D., and M Connolly, K., Systemic and cell type-specific gene expression patterns in scleroderma skin., Proc Natl Acad Sci U S A, vol. 100, no. 21, pp. 12319-24, 2003.
S. C. Linn, West, R. B., Pollack, J. R., Zhu, S., Hernandez-Boussard, T., Nielsen, T. O., Rubin, B. P., Patel, iv, R., Goldblum, J. R., Siegmund, D., Botstein, D., Brown, P. O., C Gilks, B., and van de Rijn, M., Gene expression patterns and gene copy number changes in dermatofibrosarcoma protuberans., Am J Pathol, vol. 163, no. 6, pp. 2383-95, 2003.
S. P. Bohen, Troyanskaya, O. G., Alter, O., Warnke, R., Botstein, D., Brown, P. O., and Levy, R., Variation in gene expression patterns in follicular lymphoma and the response to rituximab., Proc Natl Acad Sci U S A, vol. 100, no. 4, pp. 1926-30, 2003.
K. Ranade, Hinds, D., Hsiung, C. Agnes, Chuang, L. - M., Chang, M. - S., Chen, Y. - T., Pesich, R., Hebert, J., Chen, Y. - D. I., Dzau, V., Olshen, R., Curb, D., Botstein, D., Cox, D. R., and Risch, N., A genome scan for hypertension susceptibility loci in populations of Chinese and Japanese origins., Am J Hypertens, vol. 16, no. 2, pp. 158-62, 2003.
M. L. Whitfield, Finlay, D. R., Murray, J. Isaac, Troyanskaya, O. G., Chi, J. - T., Pergamenschikov, A., McCalmont, T. H., Brown, P. O., Botstein, D., and M Connolly, K., Systemic and cell type-specific gene expression patterns in scleroderma skin., Proc Natl Acad Sci U S A, vol. 100, no. 21, pp. 12319-24, 2003.
S. C. Linn, West, R. B., Pollack, J. R., Zhu, S., Hernandez-Boussard, T., Nielsen, T. O., Rubin, B. P., Patel, iv, R., Goldblum, J. R., Siegmund, D., Botstein, D., Brown, P. O., C Gilks, B., and van de Rijn, M., Gene expression patterns and gene copy number changes in dermatofibrosarcoma protuberans., Am J Pathol, vol. 163, no. 6, pp. 2383-95, 2003.
S. P. Bohen, Troyanskaya, O. G., Alter, O., Warnke, R., Botstein, D., Brown, P. O., and Levy, R., Variation in gene expression patterns in follicular lymphoma and the response to rituximab., Proc Natl Acad Sci U S A, vol. 100, no. 4, pp. 1926-30, 2003.
T. Sørlie, Perou, C. M., Fan, C., Geisler, S., Aas, T., Nobel, A., Anker, G., Akslen, L. A., Botstein, D., Børresen-Dale, A. - L., and Lønning, P. Eystein, Gene expression profiles do not consistently predict the clinical treatment response in locally advanced breast cancer., Mol Cancer Ther, vol. 5, no. 11, pp. 2914-8, 2006.
I. S. Lossos, Czerwinski, D. K., Alizadeh, A. A., Wechser, M. A., Tibshirani, R., Botstein, D., and Levy, R., Prediction of survival in diffuse large-B-cell lymphoma based on the expression of six genes., N Engl J Med, vol. 350, no. 18, pp. 1828-37, 2004.
Aged
S. P. Bohen, Troyanskaya, O. G., Alter, O., Warnke, R., Botstein, D., Brown, P. O., and Levy, R., Variation in gene expression patterns in follicular lymphoma and the response to rituximab., Proc Natl Acad Sci U S A, vol. 100, no. 4, pp. 1926-30, 2003.
T. Sørlie, Perou, C. M., Fan, C., Geisler, S., Aas, T., Nobel, A., Anker, G., Akslen, L. A., Botstein, D., Børresen-Dale, A. - L., and Lønning, P. Eystein, Gene expression profiles do not consistently predict the clinical treatment response in locally advanced breast cancer., Mol Cancer Ther, vol. 5, no. 11, pp. 2914-8, 2006.
S. C. Linn, West, R. B., Pollack, J. R., Zhu, S., Hernandez-Boussard, T., Nielsen, T. O., Rubin, B. P., Patel, iv, R., Goldblum, J. R., Siegmund, D., Botstein, D., Brown, P. O., C Gilks, B., and van de Rijn, M., Gene expression patterns and gene copy number changes in dermatofibrosarcoma protuberans., Am J Pathol, vol. 163, no. 6, pp. 2383-95, 2003.
S. P. Bohen, Troyanskaya, O. G., Alter, O., Warnke, R., Botstein, D., Brown, P. O., and Levy, R., Variation in gene expression patterns in follicular lymphoma and the response to rituximab., Proc Natl Acad Sci U S A, vol. 100, no. 4, pp. 1926-30, 2003.
S. C. Linn, West, R. B., Pollack, J. R., Zhu, S., Hernandez-Boussard, T., Nielsen, T. O., Rubin, B. P., Patel, iv, R., Goldblum, J. R., Siegmund, D., Botstein, D., Brown, P. O., C Gilks, B., and van de Rijn, M., Gene expression patterns and gene copy number changes in dermatofibrosarcoma protuberans., Am J Pathol, vol. 163, no. 6, pp. 2383-95, 2003.
S. P. Bohen, Troyanskaya, O. G., Alter, O., Warnke, R., Botstein, D., Brown, P. O., and Levy, R., Variation in gene expression patterns in follicular lymphoma and the response to rituximab., Proc Natl Acad Sci U S A, vol. 100, no. 4, pp. 1926-30, 2003.
T. Sørlie, Perou, C. M., Fan, C., Geisler, S., Aas, T., Nobel, A., Anker, G., Akslen, L. A., Botstein, D., Børresen-Dale, A. - L., and Lønning, P. Eystein, Gene expression profiles do not consistently predict the clinical treatment response in locally advanced breast cancer., Mol Cancer Ther, vol. 5, no. 11, pp. 2914-8, 2006.
I. S. Lossos, Czerwinski, D. K., Alizadeh, A. A., Wechser, M. A., Tibshirani, R., Botstein, D., and Levy, R., Prediction of survival in diffuse large-B-cell lymphoma based on the expression of six genes., N Engl J Med, vol. 350, no. 18, pp. 1828-37, 2004.
Algorithms
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.
V. N. Kristensen, Vaske, C. J., Ursini-Siegel, J., Van Loo, P., Nordgard, S. H., Sachidanandam, R., Sørlie, T., Wärnberg, F., Haakensen, V. D., Helland, Å., Naume, B., Perou, C. M., Haussler, D., Troyanskaya, O. G., and Børresen-Dale, A. - L., Integrated molecular profiles of invasive breast tumors and ductal carcinoma in situ (DCIS) reveal differential vascular and interleukin signaling., Proc Natl Acad Sci U S A, vol. 109, no. 8, pp. 2802-7, 2012.
S. R McIsaac, Silverman, S. J., Parsons, L., Xu, P., Briehof, R., McClean, M. N., and Botstein, D., Visualization and analysis of mRNA molecules using fluorescence in situ hybridization in Saccharomyces cerevisiae., J Vis Exp, no. 76, p. e50382, 2013.
A. V. Rangan, McGrouther, C. C., Kelsoe, J., Schork, N., Stahl, E., Zhu, Q., Krishnan, A., Yao, V., Troyanskaya, O., Bilaloglu, S., Raghavan, P., Bergen, S., Jureus, A., and Landen, M., A loop-counting method for covariate-corrected low-rank biclustering of gene-expression and genome-wide association study data., PLoS Comput Biol, vol. 14, no. 5, p. e1006105, 2018.
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.
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.
L. Batsilas, Berezhkovskii, A. M., and Shvartsman, S. Y., Stochastic model of autocrine and paracrine signals in cell culture assays., Biophys J, vol. 85, no. 6, pp. 3659-65, 2003.
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.
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.
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.
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.
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.
S. R McIsaac, Silverman, S. J., Parsons, L., Xu, P., Briehof, R., McClean, M. N., and Botstein, D., Visualization and analysis of mRNA molecules using fluorescence in situ hybridization in Saccharomyces cerevisiae., J Vis Exp, no. 76, p. e50382, 2013.
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.
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., 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.
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.
A. M. Berezhkovskii and Shvartsman, S. Y., Physical interpretation of mean local accumulation time of morphogen gradient formation., J Chem Phys, vol. 135, no. 15, p. 154115, 2011.
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.
G. Tkačik, Gregor, T., and Bialek, W., The role of input noise in transcriptional regulation., PLoS One, vol. 3, no. 7, p. e2774, 2008.
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.
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.
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.
A. V. Rangan, McGrouther, C. C., Kelsoe, J., Schork, N., Stahl, E., Zhu, Q., Krishnan, A., Yao, V., Troyanskaya, O., Bilaloglu, S., Raghavan, P., Bergen, S., Jureus, A., and Landen, M., A loop-counting method for covariate-corrected low-rank biclustering of gene-expression and genome-wide association study data., PLoS Comput Biol, vol. 14, no. 5, p. e1006105, 2018.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
E. Segal, Shapira, M., Regev, iv, A., Pe'er, D., Botstein, D., Koller, D., and Friedman, N., Module networks: identifying regulatory modules and their condition-specific regulators from gene expression data., Nat Genet, vol. 34, no. 2, pp. 166-76, 2003.
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.
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.
O. G. Troyanskaya, Arbell, O., Koren, Y., Landau, G. M., and Bolshoy, A., Sequence complexity profiles of prokaryotic genomic sequences: a fast algorithm for calculating linguistic complexity., Bioinformatics, vol. 18, no. 5, pp. 679-88, 2002.
L. Batsilas, Berezhkovskii, A. M., and Shvartsman, S. Y., Stochastic model of autocrine and paracrine signals in cell culture assays., Biophys J, vol. 85, no. 6, pp. 3659-65, 2003.
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.
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.
A. V. Rangan, McGrouther, C. C., Kelsoe, J., Schork, N., Stahl, E., Zhu, Q., Krishnan, A., Yao, V., Troyanskaya, O., Bilaloglu, S., Raghavan, P., Bergen, S., Jureus, A., and Landen, M., A loop-counting method for covariate-corrected low-rank biclustering of gene-expression and genome-wide association study data., PLoS Comput Biol, vol. 14, no. 5, p. e1006105, 2018.
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.
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.
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. 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.
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.
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.
T. Sharpee, Rust, N. C., and Bialek, W., Analyzing neural responses to natural signals: maximally informative dimensions., Neural Comput, vol. 16, no. 2, pp. 223-50, 2004.
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.
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.
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.
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.
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. J. Zartman, Cheung, L. S., Niepielko, M. G., Bonini, C., Haley, B., Yakoby, N., and Shvartsman, S. Y., Pattern formation by a moving morphogen source., Phys Biol, vol. 8, no. 4, p. 045003, 2011.
Alleles
D. Botstein and Risch, N., Discovering genotypes underlying human phenotypes: past successes for mendelian disease, future approaches for complex disease., Nat Genet, vol. 33 Suppl, pp. 228-37, 2003.
H. In Kim, Raffler, J., Lu, W., Lee, J. - J., Abbey, D., Saleheen, D., Rabinowitz, J. D., Bennett, M. J., Hand, N. J., Brown, C., and Rader, D. J., Fine Mapping and Functional Analysis Reveal a Role of SLC22A1 in Acylcarnitine Transport., Am J Hum Genet, vol. 101, no. 4, pp. 489-502, 2017.
T. F. C. Mackay, Richards, S., Stone, E. A., Barbadilla, A., Ayroles, J. F., Zhu, D., Casillas, S., Han, Y., Magwire, M. M., Cridland, J. M., Richardson, M. F., Anholt, R. R. H., Barrón, M., Bess, C., Blankenburg, K. Petra, Carbone, M. Anna, Castellano, D., Chaboub, L., Duncan, L., Harris, Z., Javaid, M., Jayaseelan, J. Christina, Jhangiani, S. N., Jordan, K. W., Lara, F., Lawrence, F., Lee, S. L., Librado, P., Linheiro, R. S., Lyman, R. F., Mackey, A. J., Munidasa, M., Muzny, D. Marie, Nazareth, L., Newsham, I., Perales, L., Pu, L. - L., Qu, C., Ràmia, M., Reid, J. G., Rollmann, S. M., Rozas, J., Saada, N., Turlapati, L., Worley, K. C., Wu, Y. - Q., Yamamoto, A., Zhu, Y., Bergman, C. M., Thornton, K. R., Mittelman, D., and Gibbs, R. A., The Drosophila melanogaster Genetic Reference Panel., Nature, vol. 482, no. 7384, pp. 173-8, 2012.
S. M. Tilghman, Bartolomei, M. S., Webber, A. L., Brunkow, M. E., Saam, J., Leighton, P. A., Pfeifer, K., and Zemel, S., Parental imprinting of the H19 and Igf2 genes in the mouse., Cold Spring Harb Symp Quant Biol, vol. 58, pp. 287-95, 1993.
T. F. C. Mackay, Richards, S., Stone, E. A., Barbadilla, A., Ayroles, J. F., Zhu, D., Casillas, S., Han, Y., Magwire, M. M., Cridland, J. M., Richardson, M. F., Anholt, R. R. H., Barrón, M., Bess, C., Blankenburg, K. Petra, Carbone, M. Anna, Castellano, D., Chaboub, L., Duncan, L., Harris, Z., Javaid, M., Jayaseelan, J. Christina, Jhangiani, S. N., Jordan, K. W., Lara, F., Lawrence, F., Lee, S. L., Librado, P., Linheiro, R. S., Lyman, R. F., Mackey, A. J., Munidasa, M., Muzny, D. Marie, Nazareth, L., Newsham, I., Perales, L., Pu, L. - L., Qu, C., Ràmia, M., Reid, J. G., Rollmann, S. M., Rozas, J., Saada, N., Turlapati, L., Worley, K. C., Wu, Y. - Q., Yamamoto, A., Zhu, Y., Bergman, C. M., Thornton, K. R., Mittelman, D., and Gibbs, R. A., The Drosophila melanogaster Genetic Reference Panel., Nature, vol. 482, no. 7384, pp. 173-8, 2012.
M. S. Bartolomei, Webber, A. L., Brunkow, M. E., and Tilghman, S. M., Epigenetic mechanisms underlying the imprinting of the mouse H19 gene., Genes Dev, vol. 7, no. 9, pp. 1663-73, 1993.
H. In Kim, Raffler, J., Lu, W., Lee, J. - J., Abbey, D., Saleheen, D., Rabinowitz, J. D., Bennett, M. J., Hand, N. J., Brown, C., and Rader, D. J., Fine Mapping and Functional Analysis Reveal a Role of SLC22A1 in Acylcarnitine Transport., Am J Hum Genet, vol. 101, no. 4, pp. 489-502, 2017.
D. Gresham, Usaite, R., Germann, S. Manuela, Lisby, M., Botstein, D., and Regenberg, B., Adaptation to diverse nitrogen-limited environments by deletion or extrachromosomal element formation of the GAP1 locus., Proc Natl Acad Sci U S A, vol. 107, no. 43, pp. 18551-6, 2010.
T. F. C. Mackay, Richards, S., Stone, E. A., Barbadilla, A., Ayroles, J. F., Zhu, D., Casillas, S., Han, Y., Magwire, M. M., Cridland, J. M., Richardson, M. F., Anholt, R. R. H., Barrón, M., Bess, C., Blankenburg, K. Petra, Carbone, M. Anna, Castellano, D., Chaboub, L., Duncan, L., Harris, Z., Javaid, M., Jayaseelan, J. Christina, Jhangiani, S. N., Jordan, K. W., Lara, F., Lawrence, F., Lee, S. L., Librado, P., Linheiro, R. S., Lyman, R. F., Mackey, A. J., Munidasa, M., Muzny, D. Marie, Nazareth, L., Newsham, I., Perales, L., Pu, L. - L., Qu, C., Ràmia, M., Reid, J. G., Rollmann, S. M., Rozas, J., Saada, N., Turlapati, L., Worley, K. C., Wu, Y. - Q., Yamamoto, A., Zhu, Y., Bergman, C. M., Thornton, K. R., Mittelman, D., and Gibbs, R. A., The Drosophila melanogaster Genetic Reference Panel., Nature, vol. 482, no. 7384, pp. 173-8, 2012.
Z. Khan, Bloom, J. S., Amini, S., Singh, M., Perlman, D. H., Caudy, A. A., and Kruglyak, L., Quantitative measurement of allele-specific protein expression in a diploid yeast hybrid by LC-MS., Mol Syst Biol, vol. 8, p. 602, 2012.
T. F. C. Mackay, Richards, S., Stone, E. A., Barbadilla, A., Ayroles, J. F., Zhu, D., Casillas, S., Han, Y., Magwire, M. M., Cridland, J. M., Richardson, M. F., Anholt, R. R. H., Barrón, M., Bess, C., Blankenburg, K. Petra, Carbone, M. Anna, Castellano, D., Chaboub, L., Duncan, L., Harris, Z., Javaid, M., Jayaseelan, J. Christina, Jhangiani, S. N., Jordan, K. W., Lara, F., Lawrence, F., Lee, S. L., Librado, P., Linheiro, R. S., Lyman, R. F., Mackey, A. J., Munidasa, M., Muzny, D. Marie, Nazareth, L., Newsham, I., Perales, L., Pu, L. - L., Qu, C., Ràmia, M., Reid, J. G., Rollmann, S. M., Rozas, J., Saada, N., Turlapati, L., Worley, K. C., Wu, Y. - Q., Yamamoto, A., Zhu, Y., Bergman, C. M., Thornton, K. R., Mittelman, D., and Gibbs, R. A., The Drosophila melanogaster Genetic Reference Panel., Nature, vol. 482, no. 7384, pp. 173-8, 2012.
M. S. Bartolomei, Webber, A. L., Brunkow, M. E., and Tilghman, S. M., Epigenetic mechanisms underlying the imprinting of the mouse H19 gene., Genes Dev, vol. 7, no. 9, pp. 1663-73, 1993.
T. F. C. Mackay, Richards, S., Stone, E. A., Barbadilla, A., Ayroles, J. F., Zhu, D., Casillas, S., Han, Y., Magwire, M. M., Cridland, J. M., Richardson, M. F., Anholt, R. R. H., Barrón, M., Bess, C., Blankenburg, K. Petra, Carbone, M. Anna, Castellano, D., Chaboub, L., Duncan, L., Harris, Z., Javaid, M., Jayaseelan, J. Christina, Jhangiani, S. N., Jordan, K. W., Lara, F., Lawrence, F., Lee, S. L., Librado, P., Linheiro, R. S., Lyman, R. F., Mackey, A. J., Munidasa, M., Muzny, D. Marie, Nazareth, L., Newsham, I., Perales, L., Pu, L. - L., Qu, C., Ràmia, M., Reid, J. G., Rollmann, S. M., Rozas, J., Saada, N., Turlapati, L., Worley, K. C., Wu, Y. - Q., Yamamoto, A., Zhu, Y., Bergman, C. M., Thornton, K. R., Mittelman, D., and Gibbs, R. A., The Drosophila melanogaster Genetic Reference Panel., Nature, vol. 482, no. 7384, pp. 173-8, 2012.
S. M. Tilghman, Bartolomei, M. S., Webber, A. L., Brunkow, M. E., Saam, J., Leighton, P. A., Pfeifer, K., and Zemel, S., Parental imprinting of the H19 and Igf2 genes in the mouse., Cold Spring Harb Symp Quant Biol, vol. 58, pp. 287-95, 1993.
Amino Acid Sequence
A. Bejsovec and Wieschaus, E., Signaling activities of the Drosophila wingless gene are separately mutable and appear to be transduced at the cell surface., Genetics, vol. 139, no. 1, pp. 309-20, 1995.
E. S. Click, Stearns, T., and Botstein, D., Systematic structure-function analysis of the small GTPase Arf1 in yeast., Mol Biol Cell, vol. 13, no. 5, pp. 1652-64, 2002.
T. M. Bartlett, Bratton, B. P., Duvshani, A., Miguel, A., Sheng, Y., Martin, N. R., Nguyen, J. P., Persat, A., Desmarais, S. M., VanNieuwenhze, M. S., Huang, K. Casey, Zhu, J., Shaevitz, J. W., and Gitai, Z., A Periplasmic Polymer Curves Vibrio cholerae and Promotes Pathogenesis., Cell, vol. 168, no. 1-2, pp. 172-185.e15, 2017.
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. E. Coulter, Swaykus, E. A., Beran-Koehn, M. A., Goldberg, D., Wieschaus, E., and Schedl, P., Molecular analysis of odd-skipped, a zinc finger encoding segmentation gene with a novel pair-rule expression pattern., EMBO J, vol. 9, no. 11, pp. 3795-804, 1990.

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