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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RNA
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.
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.
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.
RNA, Fungal
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.
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.
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.
RNA, Messenger
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
RNA, Neoplasm
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.
S-Adenosylmethionine
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.
Saccharomyces
A. A. Caudy, Guan, Y., Jia, Y., Hansen, C., DeSevo, C., Hayes, A. P., Agee, J., Alvarez-Dominguez, J. R., Arellano, H., Barrett, D., Bauerle, C., Bisaria, N., Bradley, P. H., J Breunig, S., Bush, E., Cappel, D., Capra, E., Chen, W., Clore, J., Combs, P. A., Doucette, C., Demuren, O., Fellowes, P., Freeman, S., Frenkel, E., Gadala-Maria, D., Gawande, R., Glass, D., Grossberg, S., Gupta, A., Hammonds-Odie, L., Hoisos, A., Hsi, J., Hsu, Y. - H. Huang, Inukai, S., Karczewski, K. J., Ke, X., Kojima, M., Leachman, S., Lieber, D., Liebowitz, A., Liu, J., Liu, Y., Martin, T., Mena, J., Mendoza, R., Myhrvold, C., Millian, C., Pfau, S., Raj, S., Rich, M., Rokicki, J., Rounds, W., Salazar, M., Salesi, M., Sharma, R., Silverman, S., Singer, C., Sinha, S., Staller, M., Stern, P., Tang, H., Weeks, S., Weidmann, M., Wolf, A., Young, C., Yuan, J., Crutchfield, C., McClean, M., Murphy, C. T., Llinás, M., Botstein, D., Troyanskaya, O. G., and Dunham, M. J., “A new system for comparative functional genomics of Saccharomyces yeasts.”, Genetics, vol. 195, no. 1, pp. 275-87, 2013.
Saccharomyces cerevisiae
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.
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.
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.
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.
D. Gresham, Ruderfer, D. M., Pratt, S. C., Schacherer, J., Dunham, M. J., Botstein, D., and Kruglyak, L., “Genome-wide detection of polymorphisms at nucleotide resolution with a single DNA microarray.”, Science, vol. 311, no. 5769, pp. 1932-6, 2006.
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.
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.
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.
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.
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.
W. Wang, J Cherry, M., Botstein, D., and Li, H., “A systematic approach to reconstructing transcription networks in Saccharomycescerevisiae.”, Proc Natl Acad Sci U S A, vol. 99, no. 26, pp. 16893-8, 2002.
G. I. Lang, Murray, A. W., and Botstein, D., “The cost of gene expression underlies a fitness trade-off in yeast.”, Proc Natl Acad Sci U S A, vol. 106, no. 14, pp. 5755-60, 2009.
D. Gresham, Boer, V. M., Caudy, A., Ziv, N., Brandt, N. J., Storey, J. D., and Botstein, D., “System-level analysis of genes and functions affecting survival during nutrient starvation in Saccharomyces cerevisiae.”, Genetics, vol. 187, no. 1, pp. 299-317, 2011.
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.
D. Botstein, “It's the data!”, Mol Biol Cell, vol. 21, no. 1, pp. 4-6, 2010.
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.
M. J. Brauer, Saldanha, A. J., Dolinski, K., and Botstein, D., “Homeostatic adjustment and metabolic remodeling in glucose-limited yeast cultures.”, Mol Biol Cell, vol. 16, no. 5, pp. 2503-17, 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.
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.
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.
K. Dolinski and Botstein, D., “Changing perspectives in yeast research nearly a decade after the genome sequence.”, Genome Res, vol. 15, no. 12, pp. 1611-9, 2005.
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, 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.
K. Dolinski and Botstein, D., “Orthology and functional conservation in eukaryotes.”, Annu Rev Genet, vol. 41, pp. 465-507, 2007.
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. 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
P. A. Gibney, Lu, C., Caudy, A. A., Hess, D. C., and Botstein, D., “Yeast metabolic and signaling genes are required for heat-shock survival and have little overlap with the heat-induced genes.”, Proc Natl Acad Sci U S A, vol. 110, no. 46, pp. E4393-402, 2013.
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, Silverman, S. J., McClean, M. N., Gibney, P. A., Macinskas, J., Hickman, M. J., Petti, A. A., and Botstein, D., “Fast-acting and nearly gratuitous induction of gene expression and protein depletion in Saccharomyces cerevisiae.”, Mol Biol Cell, vol. 22, no. 22, pp. 4447-59, 2011.
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.
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.
D. Botstein and Fink, G. R., “Yeast: an experimental organism for 21st Century biology.”, Genetics, vol. 189, no. 3, pp. 695-704, 2011.
Y. - F. Xu, Lu, W., Chen, J. C., Johnson, S. A., Gibney, P. A., Thomas, D. G., Brown, G., May, A. L., Campagna, S. R., Yakunin, A. F., Botstein, D., and Rabinowitz, J. D., “Discovery and Functional Characterization of a Yeast Sugar Alcohol Phosphatase.”, ACS Chem Biol, vol. 13, no. 10, pp. 3011-3020, 2018.
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.
M. Shakoury-Elizeh, Tiedeman, J., Rashford, J., Ferea, T., Demeter, J., Garcia, E., Rolfes, R., Brown, P. O., Botstein, D., and Philpott, C. C., “Transcriptional remodeling in response to iron deprivation in Saccharomyces cerevisiae.”, Mol Biol Cell, vol. 15, no. 3, pp. 1233-43, 2004.
G. I. Lang and Botstein, D., “A test of the coordinated expression hypothesis for the origin and maintenance of the GAL cluster in yeast.”, PLoS One, vol. 6, no. 9, p. e25290, 2011.
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.
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. 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.
D. Gresham, Desai, M. M., Tucker, C. M., Jenq, H. T., Pai, D. A., Ward, A., DeSevo, C. G., Botstein, D., and Dunham, M. J., “The repertoire and dynamics of evolutionary adaptations to controlled nutrient-limited environments in yeast.”, PLoS Genet, vol. 4, no. 12, p. e1000303, 2008.
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.
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.
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.
G. I. Lang, Botstein, D., and Desai, M. M., “Genetic variation and the fate of beneficial mutations in asexual populations.”, Genetics, vol. 188, no. 3, pp. 647-61, 2011.
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.
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.
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.
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.
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.
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.
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.
Saccharomyces cerevisiae Proteins
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.
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.
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.
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, 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.
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.
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.
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.
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.
D. Gresham, Desai, M. M., Tucker, C. M., Jenq, H. T., Pai, D. A., Ward, A., DeSevo, C. G., Botstein, D., and Dunham, M. J., “The repertoire and dynamics of evolutionary adaptations to controlled nutrient-limited environments in yeast.”, PLoS Genet, vol. 4, no. 12, p. e1000303, 2008.
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.
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, Saldanha, A. J., Dolinski, K., and Botstein, D., “Homeostatic adjustment and metabolic remodeling in glucose-limited yeast cultures.”, Mol Biol Cell, vol. 16, no. 5, pp. 2503-17, 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.
K. Dolinski and Botstein, D., “Changing perspectives in yeast research nearly a decade after the genome sequence.”, Genome Res, vol. 15, no. 12, pp. 1611-9, 2005.
R. Balakrishnan, Christie, K. R., Costanzo, M. C., Dolinski, K., Dwight, S. S., Engel, S. R., Fisk, D. G., Hirschman, J. E., Hong, E. L., Nash, R., Oughtred, R., Skrzypek, M., Theesfeld, C. L., Binkley, G., Dong, Q., Lane, C., Sethuraman, A., Weng, S., Botstein, D., and J Cherry, M., “Fungal BLAST and Model Organism BLASTP Best Hits: new comparison resources at the Saccharomyces Genome Database (SGD).”, Nucleic Acids Res, vol. 33, no. Database issue, pp. D374-7, 2005.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Y. - F. Xu, Lu, W., Chen, J. C., Johnson, S. A., Gibney, P. A., Thomas, D. G., Brown, G., May, A. L., Campagna, S. R., Yakunin, A. F., Botstein, D., and Rabinowitz, J. D., “Discovery and Functional Characterization of a Yeast Sugar Alcohol Phosphatase.”, ACS Chem Biol, vol. 13, no. 10, pp. 3011-3020, 2018.
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.
S. R McIsaac, Silverman, S. J., McClean, M. N., Gibney, P. A., Macinskas, J., Hickman, M. J., Petti, A. A., and Botstein, D., “Fast-acting and nearly gratuitous induction of gene expression and protein depletion in Saccharomyces cerevisiae.”, Mol Biol Cell, vol. 22, no. 22, pp. 4447-59, 2011.
M. Shakoury-Elizeh, Tiedeman, J., Rashford, J., Ferea, T., Demeter, J., Garcia, E., Rolfes, R., Brown, P. O., Botstein, D., and Philpott, C. C., “Transcriptional remodeling in response to iron deprivation in Saccharomyces cerevisiae.”, Mol Biol Cell, vol. 15, no. 3, pp. 1233-43, 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.
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.
G. I. Lang and Botstein, D., “A test of the coordinated expression hypothesis for the origin and maintenance of the GAL cluster in yeast.”, PLoS One, vol. 6, no. 9, p. e25290, 2011.
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.
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.
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. 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.
Saccharomycetales
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.
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.
Sarcoma
T. O. Nielsen, West, R. B., Linn, S. C., Alter, O., Knowling, M. A., O'Connell, J. X., Zhu, S., Fero, M., Sherlock, G., Pollack, J. R., Brown, P. O., Botstein, D., and van de Rijn, M., “Molecular characterisation of soft tissue tumours: a gene expression study.”, Lancet, vol. 359, no. 9314, pp. 1301-7, 2002.
Sarcoma, Synovial
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.
Science
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.
Scleroderma, Diffuse
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.
Selection, Genetic
G. I. Lang, Botstein, D., and Desai, M. M., “Genetic variation and the fate of beneficial mutations in asexual populations.”, Genetics, vol. 188, no. 3, pp. 647-61, 2011.
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.
D. Gresham, Desai, M. M., Tucker, C. M., Jenq, H. T., Pai, D. A., Ward, A., DeSevo, C. G., Botstein, D., and Dunham, M. J., “The repertoire and dynamics of evolutionary adaptations to controlled nutrient-limited environments in yeast.”, PLoS Genet, vol. 4, no. 12, p. e1000303, 2008.
G. I. Lang, Murray, A. W., and Botstein, D., “The cost of gene expression underlies a fitness trade-off in yeast.”, Proc Natl Acad Sci U S A, vol. 106, no. 14, pp. 5755-60, 2009.
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.
Seminal Plasma Proteins
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.
Sensitivity and Specificity
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.
Sequence Alignment
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.
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.
Sequence Analysis
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.
Sequence Analysis, DNA
D. Gresham, Boer, V. M., Caudy, A., Ziv, N., Brandt, N. J., Storey, J. D., and Botstein, D., “System-level analysis of genes and functions affecting survival during nutrient starvation in Saccharomyces cerevisiae.”, Genetics, vol. 187, no. 1, pp. 299-317, 2011.
D. Botstein, “Genome-sequencing anniversary. Fruits of genome sequences for biology.”, Science, vol. 331, no. 6020, p. 1025, 2011.
K. Dolinski and Botstein, D., “Changing perspectives in yeast research nearly a decade after the genome sequence.”, Genome Res, vol. 15, no. 12, pp. 1611-9, 2005.
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.
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.
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.
Sequence Analysis, Protein
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.
Sequence Deletion
D. Gresham, Ruderfer, D. M., Pratt, S. C., Schacherer, J., Dunham, M. J., Botstein, D., and Kruglyak, L., “Genome-wide detection of polymorphisms at nucleotide resolution with a single DNA microarray.”, Science, vol. 311, no. 5769, pp. 1932-6, 2006.
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.
Sequence Homology
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.
Sequence Homology, Amino Acid
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. 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.
Sequence Homology, Nucleic Acid
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.
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.
Serum Response Element
H. Y. Chang, Sneddon, J. B., Alizadeh, A. A., Sood, R., West, R. B., Montgomery, K., Chi, J. - T., van de Rijn, M., Botstein, D., and Brown, P. O., “Gene expression signature of fibroblast serum response predicts human cancer progression: similarities between tumors and wounds.”, PLoS Biol, vol. 2, no. 2, p. E7, 2004.
Sex Factors
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.
Signal Transduction
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.
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.
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.
P. A. Gibney, Lu, C., Caudy, A. A., Hess, D. C., and Botstein, D., “Yeast metabolic and signaling genes are required for heat-shock survival and have little overlap with the heat-induced genes.”, Proc Natl Acad Sci U S A, vol. 110, no. 46, pp. E4393-402, 2013.
M. Shakoury-Elizeh, Tiedeman, J., Rashford, J., Ferea, T., Demeter, J., Garcia, E., Rolfes, R., Brown, P. O., Botstein, D., and Philpott, C. C., “Transcriptional remodeling in response to iron deprivation in Saccharomyces cerevisiae.”, Mol Biol Cell, vol. 15, no. 3, pp. 1233-43, 2004.
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.
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.
Sirolimus
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.
Skin
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.
Skin Neoplasms
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.
Smoking
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.
Sodium
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.
Soft Tissue Neoplasms
T. O. Nielsen, West, R. B., Linn, S. C., Alter, O., Knowling, M. A., O'Connell, J. X., Zhu, S., Fero, M., Sherlock, G., Pollack, J. R., Brown, P. O., Botstein, D., and van de Rijn, M., “Molecular characterisation of soft tissue tumours: a gene expression study.”, Lancet, vol. 359, no. 9314, pp. 1301-7, 2002.
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.
Software
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.
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.
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.
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.
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.
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.
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
Software Design
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.
Species Specificity
K. Dolinski and Botstein, D., “Orthology and functional conservation in eukaryotes.”, Annu Rev Genet, vol. 41, pp. 465-507, 2007.
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.
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.
Spores, Fungal
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.
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.
Staining and Labeling
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.
Staphylococcus aureus
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.
Statistics as Topic
D. Botstein, “It's the data!”, Mol Biol Cell, vol. 21, no. 1, pp. 4-6, 2010.
Statistics, Nonparametric
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.
Stochastic Processes
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.
Stomach Neoplasms
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.
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.
Stress, Physiological
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.
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.
Stromal Cells
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.
Structure-Activity Relationship
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.
Sugar Phosphates
Y. - F. Xu, Lu, W., Chen, J. C., Johnson, S. A., Gibney, P. A., Thomas, D. G., Brown, G., May, A. L., Campagna, S. R., Yakunin, A. F., Botstein, D., and Rabinowitz, J. D., “Discovery and Functional Characterization of a Yeast Sugar Alcohol Phosphatase.”, ACS Chem Biol, vol. 13, no. 10, pp. 3011-3020, 2018.
Sulfates
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.
D. Gresham, Desai, M. M., Tucker, C. M., Jenq, H. T., Pai, D. A., Ward, A., DeSevo, C. G., Botstein, D., and Dunham, M. J., “The repertoire and dynamics of evolutionary adaptations to controlled nutrient-limited environments in yeast.”, PLoS Genet, vol. 4, no. 12, p. e1000303, 2008.
Sulfur
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.
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.
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.
Sulfurtransferases
M. Shakoury-Elizeh, Tiedeman, J., Rashford, J., Ferea, T., Demeter, J., Garcia, E., Rolfes, R., Brown, P. O., Botstein, D., and Philpott, C. C., “Transcriptional remodeling in response to iron deprivation in Saccharomyces cerevisiae.”, Mol Biol Cell, vol. 15, no. 3, pp. 1233-43, 2004.

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