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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Databases, Protein
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.
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.
L. Salwinski, Licata, L., Winter, A., Thorneycroft, D., Khadake, J., Ceol, A., Aryamontri, A. Chatr, Oughtred, R., Livstone, M., Boucher, L., Botstein, D., Dolinski, K., Berardini, T., Huala, E., Tyers, M., Eisenberg, D., Cesareni, G., and Hermjakob, H., “Recurated protein interaction datasets.”, Nat Methods, vol. 6, no. 12, pp. 860-1, 2009.
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.
S. Weng, Dong, Q., Balakrishnan, R., Christie, K., Costanzo, M., Dolinski, K., Dwight, S. S., Engel, S., Fisk, D. G., Hong, E., Issel-Tarver, L., Sethuraman, A., Theesfeld, C., Andrada, R., Binkley, G., Lane, C., Schroeder, M., Botstein, D., and J Cherry, M., “Saccharomyces Genome Database (SGD) provides biochemical and structural information for budding yeast proteins.”, Nucleic Acids Res, vol. 31, no. 1, pp. 216-8, 2003.
R. Nash, Weng, S., Hitz, B., Balakrishnan, R., Christie, K. R., Costanzo, M. C., Dwight, S. S., Engel, S. R., Fisk, D. G., Hirschman, J. E., Hong, E. L., Livstone, M. S., Oughtred, R., Park, J., Skrzypek, M., Theesfeld, C. L., Binkley, G., Dong, Q., Lane, C., Miyasato, S., Sethuraman, A., Schroeder, M., Dolinski, K., Botstein, D., and J Cherry, M., “Expanded protein information at SGD: new pages and proteome browser.”, Nucleic Acids Res, vol. 35, no. Database issue, pp. D468-71, 2007.
Databases, Nucleic Acid
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.
L. Issel-Tarver, Christie, K. R., Dolinski, K., Andrada, R., Balakrishnan, R., Ball, C. A., Binkley, G., Dong, S., Dwight, S. S., Fisk, D. G., Harris, M., Schroeder, M., Sethuraman, A., Tse, K., Weng, S., Botstein, D., and J Cherry, M., “Saccharomyces Genome Database.”, Methods Enzymol, vol. 350, pp. 329-46, 2002.
D. G. Fisk, Ball, C. A., Dolinski, K., Engel, S. R., Hong, E. L., Issel-Tarver, L., Schwartz, K., Sethuraman, A., Botstein, D., and J Cherry, M., “Saccharomyces cerevisiae S288C genome annotation: a working hypothesis.”, Yeast, vol. 23, no. 12, pp. 857-65, 2006.
S. S. Dwight, Balakrishnan, R., Christie, K. R., Costanzo, M. C., Dolinski, K., Engel, S. R., Feierbach, B., Fisk, D. G., Hirschman, J., Hong, E. L., Issel-Tarver, L., Nash, R. S., Sethuraman, A., Starr, B., Theesfeld, C. L., Andrada, R., Binkley, G., Dong, Q., Lane, C., Schroeder, M., Weng, S., Botstein, D., and J Cherry, M., “Saccharomyces genome database: underlying principles and organisation.”, Brief Bioinform, vol. 5, no. 1, pp. 9-22, 2004.
Databases, Genetic
M. Diehn, Sherlock, G., Binkley, G., Jin, H., Matese, J. C., Hernandez-Boussard, T., Rees, C. A., J Cherry, M., Botstein, D., Brown, P. O., and Alizadeh, A. A., “SOURCE: a unified genomic resource of functional annotations, ontologies, and gene expression data.”, Nucleic Acids Res, vol. 31, no. 1, pp. 219-23, 2003.
P. A. Gibney, Hickman, M. J., Bradley, P. H., Matese, J. C., and Botstein, D., “Phylogenetic portrait of the Saccharomyces cerevisiae functional genome.”, G3 (Bethesda), vol. 3, no. 8, pp. 1335-40, 2013.
J. E. Hirschman, Balakrishnan, R., Christie, K. R., Costanzo, M. C., Dwight, S. S., Engel, S. R., Fisk, D. G., Hong, E. L., Livstone, M. S., Nash, R., Park, J., Oughtred, R., Skrzypek, M., Starr, B., Theesfeld, C. L., Williams, J., Andrada, R., Binkley, G., Dong, Q., Lane, C., Miyasato, S., Sethuraman, A., Schroeder, M., Thanawala, M. K., Weng, S., Dolinski, K., Botstein, D., and J Cherry, M., “Genome Snapshot: a new resource at the Saccharomyces Genome Database (SGD) presenting an overview of the Saccharomyces cerevisiae genome.”, Nucleic Acids Res, vol. 34, no. Database issue, pp. D442-5, 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.
S. S. Dwight, Harris, M. A., Dolinski, K., Ball, C. A., Binkley, G., Christie, K. R., Fisk, D. G., Issel-Tarver, L., Schroeder, M., Sherlock, G., Sethuraman, A., Weng, S., Botstein, D., and J Cherry, M., “Saccharomyces Genome Database (SGD) provides secondary gene annotation using the Gene Ontology (GO).”, Nucleic Acids Res, vol. 30, no. 1, pp. 69-72, 2002.
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.
O. Alter, Brown, P. O., and Botstein, D., “Generalized singular value decomposition for comparative analysis of genome-scale expression data sets of two different organisms.”, Proc Natl Acad Sci U S A, vol. 100, no. 6, pp. 3351-6, 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.
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. 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.
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.
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.
Databases, Factual
A. G. Gilman, Simon, M. I., Bourne, H. R., Harris, B. A., Long, R., Ross, E. M., Stull, J. T., Taussig, R., Bourne, H. R., Arkin, A. P., Cobb, M. H., Cyster, J. G., Devreotes, P. N., Ferrell, J. E., Fruman, D., Gold, M., Weiss, A., Stull, J. T., Berridge, M. J., Cantley, L. C., Catterall, W. A., Coughlin, S. R., Olson, E. N., Smith, T. F., Brugge, J. S., Botstein, D., Dixon, J. E., Hunter, T., Lefkowitz, R. J., Pawson, A. J., Sternberg, P. W., Varmus, H., Subramaniam, S., Sinkovits, R. S., Li, J., Mock, D., Ning, Y., Saunders, B., Sternweis, P. C., Hilgemann, D., Scheuermann, R. H., DeCamp, D., Hsueh, R., Lin, K. - M., Ni, Y., Seaman, W. E., Simpson, P. C., O'Connell, T. D., Roach, T., Simon, M. I., Choi, S., Eversole-Cire, P., Fraser, I., Mumby, M. C., Zhao, Y., Brekken, D., Shu, H., Meyer, T., Chandy, G., Heo, W. Do, Liou, J., O'Rourke, N., Verghese, M., Mumby, S. M., Han, H., H Brown, A., Forrester, J. S., Ivanova, P., Milne, S. B., Casey, P. J., T Harden, K., Arkin, A. P., Doyle, J., Gray, M. L., Meyer, T., Michnick, S., Schmidt, M. A., Toner, M., Tsien, R. Y., Natarajan, M., Ranganathan, R., and Sambrano, G. R., “Overview of the Alliance for Cellular Signaling.”, Nature, vol. 420, no. 6916, pp. 703-6, 2002.
Databases as Topic
D. Botstein, “It's the data!”, Mol Biol Cell, vol. 21, no. 1, pp. 4-6, 2010.
Database Management Systems
S. S. Dwight, Harris, M. A., Dolinski, K., Ball, C. A., Binkley, G., Christie, K. R., Fisk, D. G., Issel-Tarver, L., Schroeder, M., Sherlock, G., Sethuraman, A., Weng, S., Botstein, D., and J Cherry, M., “Saccharomyces Genome Database (SGD) provides secondary gene annotation using the Gene Ontology (GO).”, Nucleic Acids Res, vol. 30, no. 1, pp. 69-72, 2002.
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.
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.
Data Interpretation, Statistical
O. Alter, Brown, P. O., and Botstein, D., “Generalized singular value decomposition for comparative analysis of genome-scale expression data sets of two different organisms.”, Proc Natl Acad Sci U S A, vol. 100, no. 6, pp. 3351-6, 2003.
Cytosol
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.
Cycloheximide
E. W. Trotter, Kao, C. M. - F., Berenfeld, L., Botstein, D., Petsko, G. A., and Gray, J. V., “Misfolded proteins are competent to mediate a subset of the responses to heat shock in Saccharomyces cerevisiae.”, J Biol Chem, vol. 277, no. 47, pp. 44817-25, 2002.
Cyclin-Dependent Kinase Inhibitor p16
K. S. Smith, Chanda, S. K., Lingbeek, M., Ross, D. T., Botstein, D., van Lohuizen, M., and Cleary, M. L., “Bmi-1 regulation of INK4A-ARF is a downstream requirement for transformation of hematopoietic progenitors by E2a-Pbx1.”, Mol Cell, vol. 12, no. 2, pp. 393-400, 2003.
Cyclic AMP-Dependent Protein Kinases
A. Z. Welch, Gibney, P. A., Botstein, D., and Koshland, D. E., “TOR and RAS pathways regulate desiccation tolerance in Saccharomyces cerevisiae.”, Mol Biol Cell, vol. 24, no. 2, pp. 115-28, 2013.
Curriculum
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
Culture Media, Serum-Free
H. Y. Chang, Chi, J. - T., Dudoit, S., Bondre, C., van de Rijn, M., Botstein, D., and Brown, P. O., “Diversity, topographic differentiation, and positional memory in human fibroblasts.”, Proc Natl Acad Sci U S A, vol. 99, no. 20, pp. 12877-82, 2002.
Culture Media
A. Z. Welch, Gibney, P. A., Botstein, D., and Koshland, D. E., “TOR and RAS pathways regulate desiccation tolerance in Saccharomyces cerevisiae.”, Mol Biol Cell, vol. 24, no. 2, pp. 115-28, 2013.
M. Ronen and Botstein, D., “Transcriptional response of steady-state yeast cultures to transient perturbations in carbon source.”, Proc Natl Acad Sci U S A, vol. 103, no. 2, pp. 389-94, 2006.
A. J. Saldanha, Brauer, M. J., and Botstein, D., “Nutritional homeostasis in batch and steady-state culture of yeast.”, Mol Biol Cell, vol. 15, no. 9, pp. 4089-104, 2004.
N. Slavov and Botstein, D., “Decoupling nutrient signaling from growth rate causes aerobic glycolysis and deregulation of cell size and gene expression.”, Mol Biol Cell, vol. 24, no. 2, pp. 157-68, 2013.
V. M. Boer, Amini, S., and Botstein, D., “Influence of genotype and nutrition on survival and metabolism of starving yeast.”, Proc Natl Acad Sci U S A, vol. 105, no. 19, pp. 6930-5, 2008.
M. J. Brauer, Huttenhower, C., Airoldi, E. M., Rosenstein, R., Matese, J. C., Gresham, D., Boer, V. M., Troyanskaya, O. G., and Botstein, D., “Coordination of growth rate, cell cycle, stress response, and metabolic activity in yeast.”, Mol Biol Cell, vol. 19, no. 1, pp. 352-67, 2008.
P. A. Gibney, Schieler, A., Chen, J. C., Bacha-Hummel, J. M., Botstein, M., Volpe, M., Silverman, S. J., Xu, Y., Bennett, B. D., Rabinowitz, J. D., and Botstein, D., “Common and divergent features of galactose-1-phosphate and fructose-1-phosphate toxicity in yeast.”, Mol Biol Cell, vol. 29, no. 8, pp. 897-910, 2018.
Cryopreservation
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.
Cooperative Behavior
A. G. Gilman, Simon, M. I., Bourne, H. R., Harris, B. A., Long, R., Ross, E. M., Stull, J. T., Taussig, R., Bourne, H. R., Arkin, A. P., Cobb, M. H., Cyster, J. G., Devreotes, P. N., Ferrell, J. E., Fruman, D., Gold, M., Weiss, A., Stull, J. T., Berridge, M. J., Cantley, L. C., Catterall, W. A., Coughlin, S. R., Olson, E. N., Smith, T. F., Brugge, J. S., Botstein, D., Dixon, J. E., Hunter, T., Lefkowitz, R. J., Pawson, A. J., Sternberg, P. W., Varmus, H., Subramaniam, S., Sinkovits, R. S., Li, J., Mock, D., Ning, Y., Saunders, B., Sternweis, P. C., Hilgemann, D., Scheuermann, R. H., DeCamp, D., Hsueh, R., Lin, K. - M., Ni, Y., Seaman, W. E., Simpson, P. C., O'Connell, T. D., Roach, T., Simon, M. I., Choi, S., Eversole-Cire, P., Fraser, I., Mumby, M. C., Zhao, Y., Brekken, D., Shu, H., Meyer, T., Chandy, G., Heo, W. Do, Liou, J., O'Rourke, N., Verghese, M., Mumby, S. M., Han, H., H Brown, A., Forrester, J. S., Ivanova, P., Milne, S. B., Casey, P. J., T Harden, K., Arkin, A. P., Doyle, J., Gray, M. L., Meyer, T., Michnick, S., Schmidt, M. A., Toner, M., Tsien, R. Y., Natarajan, M., Ranganathan, R., and Sambrano, G. R., “Overview of the Alliance for Cellular Signaling.”, Nature, vol. 420, no. 6916, pp. 703-6, 2002.
Connexin 43
S. R McIsaac, Oakes, B. L., Botstein, D., and Noyes, M. B., “Rapid synthesis and screening of chemically activated transcription factors with GFP-based reporters.”, J Vis Exp, no. 81, p. e51153, 2013.
Computer Simulation
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.
O. G. Troyanskaya, Garber, M. E., Brown, P. O., Botstein, D., and Altman, R. B., “Nonparametric methods for identifying differentially expressed genes in microarray data.”, Bioinformatics, vol. 18, no. 11, pp. 1454-61, 2002.
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.
Computer Graphics
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.
R. Nash, Weng, S., Hitz, B., Balakrishnan, R., Christie, K. R., Costanzo, M. C., Dwight, S. S., Engel, S. R., Fisk, D. G., Hirschman, J. E., Hong, E. L., Livstone, M. S., Oughtred, R., Park, J., Skrzypek, M., Theesfeld, C. L., Binkley, G., Dong, Q., Lane, C., Miyasato, S., Sethuraman, A., Schroeder, M., Dolinski, K., Botstein, D., and J Cherry, M., “Expanded protein information at SGD: new pages and proteome browser.”, Nucleic Acids Res, vol. 35, no. Database issue, pp. D468-71, 2007.
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.
J. E. Hirschman, Balakrishnan, R., Christie, K. R., Costanzo, M. C., Dwight, S. S., Engel, S. R., Fisk, D. G., Hong, E. L., Livstone, M. S., Nash, R., Park, J., Oughtred, R., Skrzypek, M., Starr, B., Theesfeld, C. L., Williams, J., Andrada, R., Binkley, G., Dong, Q., Lane, C., Miyasato, S., Sethuraman, A., Schroeder, M., Thanawala, M. K., Weng, S., Dolinski, K., Botstein, D., and J Cherry, M., “Genome Snapshot: a new resource at the Saccharomyces Genome Database (SGD) presenting an overview of the Saccharomyces cerevisiae genome.”, Nucleic Acids Res, vol. 34, no. Database issue, pp. D442-5, 2006.
Computational Biology
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.
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.
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.
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
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.
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.
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.
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.
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.
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.
Colony Count, Microbial
V. M. Boer, Amini, S., and Botstein, D., “Influence of genotype and nutrition on survival and metabolism of starving yeast.”, Proc Natl Acad Sci U S A, vol. 105, no. 19, pp. 6930-5, 2008.
Cluster Analysis
V. M. Boer, Crutchfield, C. A., Bradley, P. H., Botstein, D., and Rabinowitz, J. D., “Growth-limiting intracellular metabolites in yeast growing under diverse nutrient limitations.”, Mol Biol Cell, vol. 21, no. 1, pp. 198-211, 2010.
P. A. Gibney, Hickman, M. J., Bradley, P. H., Matese, J. C., and Botstein, D., “Phylogenetic portrait of the Saccharomyces cerevisiae functional genome.”, G3 (Bethesda), vol. 3, no. 8, pp. 1335-40, 2013.
M. J. Brauer, Yuan, J., Bennett, B. D., Lu, W., Kimball, E., Botstein, D., and Rabinowitz, J. D., “Conservation of the metabolomic response to starvation across two divergent microbes.”, Proc Natl Acad Sci U S A, vol. 103, no. 51, pp. 19302-7, 2006.
C. Lu, Brauer, M. J., and Botstein, D., “Slow growth induces heat-shock resistance in normal and respiratory-deficient yeast.”, Mol Biol Cell, vol. 20, no. 3, pp. 891-903, 2009.
R. Shyamsundar, Kim, Y. H., Higgins, J. P., Montgomery, K., Jorden, M., Sethuraman, A., van de Rijn, M., Botstein, D., Brown, P. O., and Pollack, J. R., “A DNA microarray survey of gene expression in normal human tissues.”, Genome Biol, vol. 6, no. 3, p. R22, 2005.
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.
M. J. Brauer, Huttenhower, C., Airoldi, E. M., Rosenstein, R., Matese, J. C., Gresham, D., Boer, V. M., Troyanskaya, O. G., and Botstein, D., “Coordination of growth rate, cell cycle, stress response, and metabolic activity in yeast.”, Mol Biol Cell, vol. 19, no. 1, pp. 352-67, 2008.
T. O. Nielsen, Hsu, F. D., O'Connell, J. X., C Gilks, B., Sorensen, P. H. B., Linn, S., West, R. B., Liu, C. Long, Botstein, D., Brown, P. O., and van de Rijn, M., “Tissue microarray validation of epidermal growth factor receptor and SALL2 in synovial sarcoma with comparison to tumors of similar histology.”, Am J Pathol, vol. 163, no. 4, pp. 1449-56, 2003.
N. Slavov, Airoldi, E. M., van Oudenaarden, A., and Botstein, D., “A conserved cell growth cycle can account for the environmental stress responses of divergent eukaryotes.”, Mol Biol Cell, vol. 23, no. 10, pp. 1986-97, 2012.
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.
Cloning, Molecular
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.
C. Hei Ho, Magtanong, L., Barker, S. L., Gresham, D., Nishimura, S., Natarajan, P., L Y Koh, J., Porter, J., Gray, C. A., Andersen, R. J., Giaever, G., Nislow, C., Andrews, B., Botstein, D., Graham, T. R., Yoshida, M., and Boone, C., “A molecular barcoded yeast ORF library enables mode-of-action analysis of bioactive compounds.”, Nat Biotechnol, vol. 27, no. 4, pp. 369-77, 2009.
Clone Cells
G. I. Lang, Rice, D. P., Hickman, M. J., Sodergren, E., Weinstock, G. M., Botstein, D., and Desai, M. M., “Pervasive genetic hitchhiking and clonal interference in forty evolving yeast populations.”, Nature, vol. 500, no. 7464, pp. 571-4, 2013.
Chromosomes, Human, Pair 10
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.
Chromosomes, Fungal
J. E. Hirschman, Balakrishnan, R., Christie, K. R., Costanzo, M. C., Dwight, S. S., Engel, S. R., Fisk, D. G., Hong, E. L., Livstone, M. S., Nash, R., Park, J., Oughtred, R., Skrzypek, M., Starr, B., Theesfeld, C. L., Williams, J., Andrada, R., Binkley, G., Dong, Q., Lane, C., Miyasato, S., Sethuraman, A., Schroeder, M., Thanawala, M. K., Weng, S., Dolinski, K., Botstein, D., and J Cherry, M., “Genome Snapshot: a new resource at the Saccharomyces Genome Database (SGD) presenting an overview of the Saccharomyces cerevisiae genome.”, Nucleic Acids Res, vol. 34, no. Database issue, pp. D442-5, 2006.
D. G. Fisk, Ball, C. A., Dolinski, K., Engel, S. R., Hong, E. L., Issel-Tarver, L., Schwartz, K., Sethuraman, A., Botstein, D., and J Cherry, M., “Saccharomyces cerevisiae S288C genome annotation: a working hypothesis.”, Yeast, vol. 23, no. 12, pp. 857-65, 2006.
M. J. Dunham, Badrane, H., Ferea, T., Adams, J., Brown, P. O., Rosenzweig, F., and Botstein, D., “Characteristic genome rearrangements in experimental evolution of Saccharomyces cerevisiae.”, Proc Natl Acad Sci U S A, vol. 99, no. 25, pp. 16144-9, 2002.
J. Schacherer, Ruderfer, D. M., Gresham, D., Dolinski, K., Botstein, D., and Kruglyak, L., “Genome-wide analysis of nucleotide-level variation in commonly used Saccharomyces cerevisiae strains.”, PLoS One, vol. 2, no. 3, p. e322, 2007.
V. M. Boer, Amini, S., and Botstein, D., “Influence of genotype and nutrition on survival and metabolism of starving yeast.”, Proc Natl Acad Sci U S A, vol. 105, no. 19, pp. 6930-5, 2008.
Chromosome Mapping
M. Diehn, Sherlock, G., Binkley, G., Jin, H., Matese, J. C., Hernandez-Boussard, T., Rees, C. A., J Cherry, M., Botstein, D., Brown, P. O., and Alizadeh, A. A., “SOURCE: a unified genomic resource of functional annotations, ontologies, and gene expression data.”, Nucleic Acids Res, vol. 31, no. 1, pp. 219-23, 2003.
S. S. Dwight, Harris, M. A., Dolinski, K., Ball, C. A., Binkley, G., Christie, K. R., Fisk, D. G., Issel-Tarver, L., Schroeder, M., Sherlock, G., Sethuraman, A., Weng, S., Botstein, D., and J Cherry, M., “Saccharomyces Genome Database (SGD) provides secondary gene annotation using the Gene Ontology (GO).”, Nucleic Acids Res, vol. 30, no. 1, pp. 69-72, 2002.
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.
D. Gresham, Dunham, M. J., and Botstein, D., “Comparing whole genomes using DNA microarrays.”, Nat Rev Genet, vol. 9, no. 4, pp. 291-302, 2008.
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.
Chromosome Aberrations
J. Akiko Heck, Gresham, D., Botstein, D., and Alani, E., “Accumulation of recessive lethal mutations in Saccharomyces cerevisiae mlh1 mismatch repair mutants is not associated with gross chromosomal rearrangements.”, Genetics, vol. 174, no. 1, pp. 519-23, 2006.
J. R. Pollack, Sørlie, T., Perou, C. M., Rees, C. A., Jeffrey, S. S., Lonning, P. E., Tibshirani, R., Botstein, D., Børresen-Dale, A. - L., and Brown, P. O., “Microarray analysis reveals a major direct role of DNA copy number alteration in the transcriptional program of human breast tumors.”, Proc Natl Acad Sci U S A, vol. 99, no. 20, pp. 12963-8, 2002.
Chromatography, Liquid
M. J. Brauer, Yuan, J., Bennett, B. D., Lu, W., Kimball, E., Botstein, D., and Rabinowitz, J. D., “Conservation of the metabolomic response to starvation across two divergent microbes.”, Proc Natl Acad Sci U S A, vol. 103, no. 51, pp. 19302-7, 2006.
China
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.
K. Ranade, Jorgenson, E., Sheu, W. H. - H., Pei, D., Hsiung, C. Agnes, Chiang, F. -tien, Chen, Y. - D. I., Pratt, R., Olshen, R. A., Curb, D., Cox, D. R., Botstein, D., and Risch, N., “A polymorphism in the beta1 adrenergic receptor is associated with resting heart rate.”, Am J Hum Genet, vol. 70, no. 4, pp. 935-42, 2002.
Chemistry
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
Cells, Cultured
J. - T. Chi, Chang, H. Y., Haraldsen, G., Jahnsen, F. L., Troyanskaya, O. G., Chang, D. S., Wang, Z., Rockson, S. G., van de Rijn, M., Botstein, D., and Brown, P. O., “Endothelial cell diversity revealed by global expression profiling.”, Proc Natl Acad Sci U S A, vol. 100, no. 19, pp. 10623-8, 2003.
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. Sayama, Diehn, M., Matsuda, K., Lunderius, C., Tsai, M., Tam, S. - Y., Botstein, D., Brown, P. O., and Galli, S. J., “Transcriptional response of human mast cells stimulated via the Fc(epsilon)RI and identification of mast cells as a source of IL-11.”, BMC Immunol, vol. 3, p. 5, 2002.
N. Slavov, Airoldi, E. M., van Oudenaarden, A., and Botstein, D., “A conserved cell growth cycle can account for the environmental stress responses of divergent eukaryotes.”, Mol Biol Cell, vol. 23, no. 10, pp. 1986-97, 2012.
H. Y. Chang, Chi, J. - T., Dudoit, S., Bondre, C., van de Rijn, M., Botstein, D., and Brown, P. O., “Diversity, topographic differentiation, and positional memory in human fibroblasts.”, Proc Natl Acad Sci U S A, vol. 99, no. 20, pp. 12877-82, 2002.
Cell Transformation, Neoplastic
K. S. Smith, Chanda, S. K., Lingbeek, M., Ross, D. T., Botstein, D., van Lohuizen, M., and Cleary, M. L., “Bmi-1 regulation of INK4A-ARF is a downstream requirement for transformation of hematopoietic progenitors by E2a-Pbx1.”, Mol Cell, vol. 12, no. 2, pp. 393-400, 2003.
Cell Survival
J. Akiko Heck, Gresham, D., Botstein, D., and Alani, E., “Accumulation of recessive lethal mutations in Saccharomyces cerevisiae mlh1 mismatch repair mutants is not associated with gross chromosomal rearrangements.”, Genetics, vol. 174, no. 1, pp. 519-23, 2006.
Cell Separation
J. P. Roose, Diehn, M., Tomlinson, M. G., Lin, J., Alizadeh, A. A., Botstein, D., Brown, P. O., and Weiss, A., “T cell receptor-independent basal signaling via Erk and Abl kinases suppresses RAG gene expression.”, PLoS Biol, vol. 1, no. 2, p. E53, 2003.
Cell Proliferation
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.
S. R McIsaac, Oakes, B. L., Wang, X., Dummit, K. A., Botstein, D., and Noyes, M. B., “Synthetic gene expression perturbation systems with rapid, tunable, single-gene specificity in yeast.”, Nucleic Acids Res, vol. 41, no. 4, p. e57, 2013.
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.
Cell Nucleus
K. M. Doherty, Pride, L. D., Lukose, J., Snydsman, B. E., Charles, R., Pramanik, A., Muller, E. G., Botstein, D., and Moore, C. Wood, “Loss of a 20S proteasome activator in Saccharomyces cerevisiae downregulates genes important for genomic integrity, increases DNA damage, and selectively sensitizes cells to agents with diverse mechanisms of action.”, G3 (Bethesda), vol. 2, no. 8, pp. 943-59, 2012.
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.
M. Diehn, Alizadeh, A. A., Rando, O. J., Liu, C. Long, Stankunas, K., Botstein, D., Crabtree, G. R., and Brown, P. O., “Genomic expression programs and the integration of the CD28 costimulatory signal in T cell activation.”, Proc Natl Acad Sci U S A, vol. 99, no. 18, pp. 11796-801, 2002.
G. I. Lang, Rice, D. P., Hickman, M. J., Sodergren, E., Weinstock, G. M., Botstein, D., and Desai, M. M., “Pervasive genetic hitchhiking and clonal interference in forty evolving yeast populations.”, Nature, vol. 500, no. 7464, pp. 571-4, 2013.
Cell Movement
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.
H. Y. Chang, Chi, J. - T., Dudoit, S., Bondre, C., van de Rijn, M., Botstein, D., and Brown, P. O., “Diversity, topographic differentiation, and positional memory in human fibroblasts.”, Proc Natl Acad Sci U S A, vol. 99, no. 20, pp. 12877-82, 2002.
Cell Membrane
M. J. Hickman, Petti, A. A., Ho-Shing, O., Silverman, S. J., R McIsaac, S., Lee, T. A., and Botstein, D., “Coordinated regulation of sulfur and phospholipid metabolism reflects the importance of methylation in the growth of yeast.”, Mol Biol Cell, vol. 22, no. 21, pp. 4192-204, 2011.
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.
Cell Line, Tumor
R. J. Pelham, Rodgers, L., Hall, I., Lucito, R., Nguyen, K. C. Q., Navin, N., Hicks, J., Mu, D., Powers, S., Wigler, M., and Botstein, D., “Identification of alterations in DNA copy number in host stromal cells during tumor progression.”, Proc Natl Acad Sci U S A, vol. 103, no. 52, pp. 19848-53, 2006.
Cell Line
K. S. Smith, Chanda, S. K., Lingbeek, M., Ross, D. T., Botstein, D., van Lohuizen, M., and Cleary, M. L., “Bmi-1 regulation of INK4A-ARF is a downstream requirement for transformation of hematopoietic progenitors by E2a-Pbx1.”, Mol Cell, vol. 12, no. 2, pp. 393-400, 2003.
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.
N. Novoradovskaya, Whitfield, M. L., Basehore, L. S., Novoradovsky, A., Pesich, R., Usary, J., Karaca, M., Wong, W. K., Aprelikova, O., Fero, M., Perou, C. M., Botstein, D., and Braman, J., “Universal Reference RNA as a standard for microarray experiments.”, BMC Genomics, vol. 5, no. 1, p. 20, 2004.
Cell Division
M. L. Whitfield, Sherlock, G., Saldanha, A. J., Murray, J. I., Ball, C. A., Alexander, K. E., Matese, J. C., Perou, C. M., Hurt, M. M., Brown, P. O., and Botstein, D., “Identification of genes periodically expressed in the human cell cycle and their expression in tumors.”, Mol Biol Cell, vol. 13, no. 6, pp. 1977-2000, 2002.
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.
N. Slavov and Botstein, D., “Coupling among growth rate response, metabolic cycle, and cell division cycle in yeast.”, Mol Biol Cell, vol. 22, no. 12, pp. 1997-2009, 2011.
N. Slavov, Macinskas, J., Caudy, A., and Botstein, D., “Metabolic cycling without cell division cycling in respiring yeast.”, Proc Natl Acad Sci U S A, vol. 108, no. 47, pp. 19090-5, 2011.
X. Chen, Cheung, S. Tim, So, S., Fan, S. Tat, Barry, C., Higgins, J., Lai, K. - M., Ji, J., Dudoit, S., Ng, I. O. L., van de Rijn, M., Botstein, D., and Brown, P. O., “Gene expression patterns in human liver cancers.”, Mol Biol Cell, vol. 13, no. 6, pp. 1929-39, 2002.
N. Slavov and Botstein, D., “Decoupling nutrient signaling from growth rate causes aerobic glycolysis and deregulation of cell size and gene expression.”, Mol Biol Cell, vol. 24, no. 2, pp. 157-68, 2013.
S. J. Silverman, Petti, A. A., Slavov, N., Parsons, L., Briehof, R., Thiberge, S. Y., Zenklusen, D., Gandhi, S. J., Larson, D. R., Singer, R. H., and Botstein, D., “Metabolic cycling in single yeast cells from unsynchronized steady-state populations limited on glucose or phosphate.”, Proc Natl Acad Sci U S A, vol. 107, no. 15, pp. 6946-51, 2010.
Cell Differentiation
H. Y. Chang, Chi, J. - T., Dudoit, S., Bondre, C., van de Rijn, M., Botstein, D., and Brown, P. O., “Diversity, topographic differentiation, and positional memory in human fibroblasts.”, Proc Natl Acad Sci U S A, vol. 99, no. 20, pp. 12877-82, 2002.
Cell Cycle Proteins
M. Shapira, Segal, E., and Botstein, D., “Disruption of yeast forkhead-associated cell cycle transcription by oxidative stress.”, Mol Biol Cell, vol. 15, no. 12, pp. 5659-69, 2004.
Cell Cycle
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.
N. Slavov and Botstein, D., “Coupling among growth rate response, metabolic cycle, and cell division cycle in yeast.”, Mol Biol Cell, vol. 22, no. 12, pp. 1997-2009, 2011.
O. Alter, Brown, P. O., and Botstein, D., “Generalized singular value decomposition for comparative analysis of genome-scale expression data sets of two different organisms.”, Proc Natl Acad Sci U S A, vol. 100, no. 6, pp. 3351-6, 2003.
A. J. Saldanha, Brauer, M. J., and Botstein, D., “Nutritional homeostasis in batch and steady-state culture of yeast.”, Mol Biol Cell, vol. 15, no. 9, pp. 4089-104, 2004.
M. Shapira, Segal, E., and Botstein, D., “Disruption of yeast forkhead-associated cell cycle transcription by oxidative stress.”, Mol Biol Cell, vol. 15, no. 12, pp. 5659-69, 2004.
M. J. Brauer, Huttenhower, C., Airoldi, E. M., Rosenstein, R., Matese, J. C., Gresham, D., Boer, V. M., Troyanskaya, O. G., and Botstein, D., “Coordination of growth rate, cell cycle, stress response, and metabolic activity in yeast.”, Mol Biol Cell, vol. 19, no. 1, pp. 352-67, 2008.
M. L. Whitfield, Sherlock, G., Saldanha, A. J., Murray, J. I., Ball, C. A., Alexander, K. E., Matese, J. C., Perou, C. M., Hurt, M. M., Brown, P. O., and Botstein, D., “Identification of genes periodically expressed in the human cell cycle and their expression in tumors.”, Mol Biol Cell, vol. 13, no. 6, pp. 1977-2000, 2002.
N. Slavov, Airoldi, E. M., van Oudenaarden, A., and Botstein, D., “A conserved cell growth cycle can account for the environmental stress responses of divergent eukaryotes.”, Mol Biol Cell, vol. 23, no. 10, pp. 1986-97, 2012.
A. A. Petti, Crutchfield, C. A., Rabinowitz, J. D., and Botstein, D., “Survival of starving yeast is correlated with oxidative stress response and nonrespiratory mitochondrial function.”, Proc Natl Acad Sci U S A, vol. 108, no. 45, pp. E1089-98, 2011.
Cell Biology
D. Botstein, “Technological innovation leads to fundamental understanding in cell biology.”, Mol Biol Cell, vol. 21, no. 22, pp. 3791-2, 2010.
Cell Aging
K. S. Smith, Chanda, S. K., Lingbeek, M., Ross, D. T., Botstein, D., van Lohuizen, M., and Cleary, M. L., “Bmi-1 regulation of INK4A-ARF is a downstream requirement for transformation of hematopoietic progenitors by E2a-Pbx1.”, Mol Cell, vol. 12, no. 2, pp. 393-400, 2003.
Cation Transport Proteins
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.
D. C. Hess, Lu, W., Rabinowitz, J. D., and Botstein, D., “Ammonium toxicity and potassium limitation in yeast.”, PLoS Biol, vol. 4, no. 11, p. e351, 2006.
Case-Control Studies
J. Lapointe, Li, C., Higgins, J. P., van de Rijn, M., Bair, E., Montgomery, K., Ferrari, M., Egevad, L., Rayford, W., Bergerheim, U., Ekman, P., DeMarzo, A. M., Tibshirani, R., Botstein, D., Brown, P. O., Brooks, J. D., and Pollack, J. R., “Gene expression profiling identifies clinically relevant subtypes of prostate cancer.”, Proc Natl Acad Sci U S A, vol. 101, no. 3, pp. 811-6, 2004.
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.
Carrier Proteins
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.
Carcinoma, Squamous Cell
O. G. Troyanskaya, Garber, M. E., Brown, P. O., Botstein, D., and Altman, R. B., “Nonparametric methods for identifying differentially expressed genes in microarray data.”, Bioinformatics, vol. 18, no. 11, pp. 1454-61, 2002.
Carcinoma, Papillary
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.
Carcinoma, Lobular
H. Zhao, Langerød, A., Ji, Y., Nowels, K. W., Nesland, J. M., Tibshirani, R., Bukholm, I. K., Kåresen, R., Botstein, D., Børresen-Dale, A. - L., and Jeffrey, S. S., “Different gene expression patterns in invasive lobular and ductal carcinomas of the breast.”, Mol Biol Cell, vol. 15, no. 6, pp. 2523-36, 2004.
Carcinoma, Hepatocellular
X. Chen, Cheung, S. Tim, So, S., Fan, S. Tat, Barry, C., Higgins, J., Lai, K. - M., Ji, J., Dudoit, S., Ng, I. O. L., van de Rijn, M., Botstein, D., and Brown, P. O., “Gene expression patterns in human liver cancers.”, Mol Biol Cell, vol. 13, no. 6, pp. 1929-39, 2002.
Carcinoma, Ductal, Breast
H. Zhao, Langerød, A., Ji, Y., Nowels, K. W., Nesland, J. M., Tibshirani, R., Bukholm, I. K., Kåresen, R., Botstein, D., Børresen-Dale, A. - L., and Jeffrey, S. S., “Different gene expression patterns in invasive lobular and ductal carcinomas of the breast.”, Mol Biol Cell, vol. 15, no. 6, pp. 2523-36, 2004.
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.
Carcinoma
T. Sorlie, Tibshirani, R., Parker, J., Hastie, T., Marron, J. S., Nobel, A., Deng, S., Johnsen, H., Pesich, R., Geisler, S., Demeter, J., Perou, C. M., Lønning, P. E., Brown, P. O., Børresen-Dale, A. - L., and Botstein, D., “Repeated observation of breast tumor subtypes in independent gene expression data sets.”, Proc Natl Acad Sci U S A, vol. 100, no. 14, pp. 8418-23, 2003.
S. S. Jeffrey, Fero, M. J., Børresen-Dale, A. - L., and Botstein, D., “Expression array technology in the diagnosis and treatment of breast cancer.”, Mol Interv, vol. 2, no. 2, pp. 101-9, 2002.
Carbon
N. Slavov and Botstein, D., “Coupling among growth rate response, metabolic cycle, and cell division cycle in yeast.”, Mol Biol Cell, vol. 22, no. 12, pp. 1997-2009, 2011.
M. J. Brauer, Yuan, J., Bennett, B. D., Lu, W., Kimball, E., Botstein, D., and Rabinowitz, J. D., “Conservation of the metabolomic response to starvation across two divergent microbes.”, Proc Natl Acad Sci U S A, vol. 103, no. 51, pp. 19302-7, 2006.
M. Ronen and Botstein, D., “Transcriptional response of steady-state yeast cultures to transient perturbations in carbon source.”, Proc Natl Acad Sci U S A, vol. 103, no. 2, pp. 389-94, 2006.
V. M. Boer, Crutchfield, C. A., Bradley, P. H., Botstein, D., and Rabinowitz, J. D., “Growth-limiting intracellular metabolites in yeast growing under diverse nutrient limitations.”, Mol Biol Cell, vol. 21, no. 1, pp. 198-211, 2010.
Canavanine
E. W. Trotter, Kao, C. M. - F., Berenfeld, L., Botstein, D., Petsko, G. A., and Gray, J. V., “Misfolded proteins are competent to mediate a subset of the responses to heat shock in Saccharomyces cerevisiae.”, J Biol Chem, vol. 277, no. 47, pp. 44817-25, 2002.
California
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.
Calcium
H. Yoshimoto, Saltsman, K., Gasch, A. P., Li, H. Xia, Ogawa, N., Botstein, D., Brown, P. O., and Cyert, M. S., “Genome-wide analysis of gene expression regulated by the calcineurin/Crz1p signaling pathway in Saccharomyces cerevisiae.”, J Biol Chem, vol. 277, no. 34, pp. 31079-88, 2002.
Calcineurin
H. Yoshimoto, Saltsman, K., Gasch, A. P., Li, H. Xia, Ogawa, N., Botstein, D., Brown, P. O., and Cyert, M. S., “Genome-wide analysis of gene expression regulated by the calcineurin/Crz1p signaling pathway in Saccharomyces cerevisiae.”, J Biol Chem, vol. 277, no. 34, pp. 31079-88, 2002.
Breast Neoplasms
T. Sorlie, Tibshirani, R., Parker, J., Hastie, T., Marron, J. S., Nobel, A., Deng, S., Johnsen, H., Pesich, R., Geisler, S., Demeter, J., Perou, C. M., Lønning, P. E., Brown, P. O., Børresen-Dale, A. - L., and Botstein, D., “Repeated observation of breast tumor subtypes in independent gene expression data sets.”, Proc Natl Acad Sci U S A, vol. 100, no. 14, pp. 8418-23, 2003.
M. van de Rijn, Perou, C. M., Tibshirani, R., Haas, P., Kallioniemi, O., Kononen, J., Torhorst, J., Sauter, G., Zuber, M., Köchli, O. R., Mross, F., Dieterich, H., Seitz, R., Ross, D., Botstein, D., and Brown, P., “Expression of cytokeratins 17 and 5 identifies a group of breast carcinomas with poor clinical outcome.”, Am J Pathol, vol. 161, no. 6, pp. 1991-6, 2002.
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.
H. Zhao, Langerød, A., Ji, Y., Nowels, K. W., Nesland, J. M., Tibshirani, R., Bukholm, I. K., Kåresen, R., Botstein, D., Børresen-Dale, A. - L., and Jeffrey, S. S., “Different gene expression patterns in invasive lobular and ductal carcinomas of the breast.”, Mol Biol Cell, vol. 15, no. 6, pp. 2523-36, 2004.
S. S. Jeffrey, Fero, M. J., Børresen-Dale, A. - L., and Botstein, D., “Expression array technology in the diagnosis and treatment of breast cancer.”, Mol Interv, vol. 2, no. 2, pp. 101-9, 2002.
J. R. Pollack, Sørlie, T., Perou, C. M., Rees, C. A., Jeffrey, S. S., Lonning, P. E., Tibshirani, R., Botstein, D., Børresen-Dale, A. - L., and Brown, P. O., “Microarray analysis reveals a major direct role of DNA copy number alteration in the transcriptional program of human breast tumors.”, Proc Natl Acad Sci U S A, vol. 99, no. 20, pp. 12963-8, 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.
Breast
M. van de Rijn, Perou, C. M., Tibshirani, R., Haas, P., Kallioniemi, O., Kononen, J., Torhorst, J., Sauter, G., Zuber, M., Köchli, O. R., Mross, F., Dieterich, H., Seitz, R., Ross, D., Botstein, D., and Brown, P., “Expression of cytokeratins 17 and 5 identifies a group of breast carcinomas with poor clinical outcome.”, Am J Pathol, vol. 161, no. 6, pp. 1991-6, 2002.
Brain Neoplasms
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.
Bordetella pertussis
J. C. Boldrick, Alizadeh, A. A., Diehn, M., Dudoit, S., Liu, C. Long, Belcher, C. E., Botstein, D., Staudt, L. M., Brown, P. O., and Relman, D. A., “Stereotyped and specific gene expression programs in human innate immune responses to bacteria.”, Proc Natl Acad Sci U S A, vol. 99, no. 2, pp. 972-7, 2002.
Body Mass Index
K. Ranade, Jorgenson, E., Sheu, W. H. - H., Pei, D., Hsiung, C. Agnes, Chiang, F. -tien, Chen, Y. - D. I., Pratt, R., Olshen, R. A., Curb, D., Cox, D. R., Botstein, D., and Risch, N., “A polymorphism in the beta1 adrenergic receptor is associated with resting heart rate.”, Am J Hum Genet, vol. 70, no. 4, pp. 935-42, 2002.
Blotting, Western
K. S. Smith, Chanda, S. K., Lingbeek, M., Ross, D. T., Botstein, D., van Lohuizen, M., and Cleary, M. L., “Bmi-1 regulation of INK4A-ARF is a downstream requirement for transformation of hematopoietic progenitors by E2a-Pbx1.”, Mol Cell, vol. 12, no. 2, pp. 393-400, 2003.
J. P. Roose, Diehn, M., Tomlinson, M. G., Lin, J., Alizadeh, A. A., Botstein, D., Brown, P. O., and Weiss, A., “T cell receptor-independent basal signaling via Erk and Abl kinases suppresses RAG gene expression.”, PLoS Biol, vol. 1, no. 2, p. E53, 2003.
Blotting, Northern
J. P. Roose, Diehn, M., Tomlinson, M. G., Lin, J., Alizadeh, A. A., Botstein, D., Brown, P. O., and Weiss, A., “T cell receptor-independent basal signaling via Erk and Abl kinases suppresses RAG gene expression.”, PLoS Biol, vol. 1, no. 2, p. E53, 2003.
Blood Pressure
K. Ranade, Jorgenson, E., Sheu, W. H. - H., Pei, D., Hsiung, C. Agnes, Chiang, F. -tien, Chen, Y. - D. I., Pratt, R., Olshen, R. A., Curb, D., Cox, D. R., Botstein, D., and Risch, N., “A polymorphism in the beta1 adrenergic receptor is associated with resting heart rate.”, Am J Hum Genet, vol. 70, no. 4, pp. 935-42, 2002.
Biotechnology
D. Botstein, “Why we need more basic biology research, not less.”, Mol Biol Cell, vol. 23, no. 21, pp. 4160-1, 2012.
Biomedical Research
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
Biology
N. Wingreen and Botstein, D., “Back to the future: education for systems-level biologists.”, Nat Rev Mol Cell Biol, vol. 7, no. 11, pp. 829-32, 2006.
D. Botstein, “Why we need more basic biology research, not less.”, Mol Biol Cell, vol. 23, no. 21, pp. 4160-1, 2012.
Biological Science Disciplines
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
Biological Markers
T. O. Nielsen, Hsu, F. D., O'Connell, J. X., C Gilks, B., Sorensen, P. H. B., Linn, S., West, R. B., Liu, C. Long, Botstein, D., Brown, P. O., and van de Rijn, M., “Tissue microarray validation of epidermal growth factor receptor and SALL2 in synovial sarcoma with comparison to tumors of similar histology.”, Am J Pathol, vol. 163, no. 4, pp. 1449-56, 2003.
Biological Evolution
K. Dolinski and Botstein, D., “Orthology and functional conservation in eukaryotes.”, Annu Rev Genet, vol. 41, pp. 465-507, 2007.
D. Botstein, “Genome-sequencing anniversary. Fruits of genome sequences for biology.”, Science, vol. 331, no. 6020, p. 1025, 2011.
D. Botstein, “Lasker∼Koshland to genetics pioneer.”, Cell, vol. 158, no. 6, pp. 1230-2, 2014.
Binding Sites
H. Yoshimoto, Saltsman, K., Gasch, A. P., Li, H. Xia, Ogawa, N., Botstein, D., Brown, P. O., and Cyert, M. S., “Genome-wide analysis of gene expression regulated by the calcineurin/Crz1p signaling pathway in Saccharomyces cerevisiae.”, J Biol Chem, vol. 277, no. 34, pp. 31079-88, 2002.
S. R McIsaac, Petti, A. A., Bussemaker, H. J., and Botstein, D., “Perturbation-based analysis and modeling of combinatorial regulation in the yeast sulfur assimilation pathway.”, Mol Biol Cell, vol. 23, no. 15, pp. 2993-3007, 2012.
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.
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.
S. R McIsaac, Gibney, P. A., Chandran, S. S., Benjamin, K. R., and Botstein, D., “Synthetic biology tools for programming gene expression without nutritional perturbations in Saccharomyces cerevisiae.”, Nucleic Acids Res, vol. 42, no. 6, p. e48, 2014.
S. R McIsaac, Oakes, B. L., Wang, X., Dummit, K. A., Botstein, D., and Noyes, M. B., “Synthetic gene expression perturbation systems with rapid, tunable, single-gene specificity in yeast.”, Nucleic Acids Res, vol. 41, no. 4, p. e57, 2013.
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.
Bibliometrics
D. Botstein, “It's the data!”, Mol Biol Cell, vol. 21, no. 1, pp. 4-6, 2010.
Benzamides
J. P. Roose, Diehn, M., Tomlinson, M. G., Lin, J., Alizadeh, A. A., Botstein, D., Brown, P. O., and Weiss, A., “T cell receptor-independent basal signaling via Erk and Abl kinases suppresses RAG gene expression.”, PLoS Biol, vol. 1, no. 2, p. E53, 2003.
Bayes Theorem
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.
Basic-Leucine Zipper Transcription Factors
S. R McIsaac, Oakes, B. L., Wang, X., Dummit, K. A., Botstein, D., and Noyes, M. B., “Synthetic gene expression perturbation systems with rapid, tunable, single-gene specificity in yeast.”, Nucleic Acids Res, vol. 41, no. 4, p. e57, 2013.
M. J. Hickman, Petti, A. A., Ho-Shing, O., Silverman, S. J., R McIsaac, S., Lee, T. A., and Botstein, D., “Coordinated regulation of sulfur and phospholipid metabolism reflects the importance of methylation in the growth of yeast.”, Mol Biol Cell, vol. 22, no. 21, pp. 4192-204, 2011.
Basic Helix-Loop-Helix Leucine Zipper Transcription Factors
A. A. Petti, R McIsaac, S., Ho-Shing, O., Bussemaker, H. J., and Botstein, D., “Combinatorial control of diverse metabolic and physiological functions by transcriptional regulators of the yeast sulfur assimilation pathway.”, Mol Biol Cell, vol. 23, no. 15, pp. 3008-24, 2012.
S. R McIsaac, Petti, A. A., Bussemaker, H. J., and Botstein, D., “Perturbation-based analysis and modeling of combinatorial regulation in the yeast sulfur assimilation pathway.”, Mol Biol Cell, vol. 23, no. 15, pp. 2993-3007, 2012.
Base Sequence
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.
D. G. Fisk, Ball, C. A., Dolinski, K., Engel, S. R., Hong, E. L., Issel-Tarver, L., Schwartz, K., Sethuraman, A., Botstein, D., and J Cherry, M., “Saccharomyces cerevisiae S288C genome annotation: a working hypothesis.”, Yeast, vol. 23, no. 12, pp. 857-65, 2006.
S. R McIsaac, Oakes, B. L., Botstein, D., and Noyes, M. B., “Rapid synthesis and screening of chemically activated transcription factors with GFP-based reporters.”, J Vis Exp, no. 81, p. e51153, 2013.
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.
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.

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