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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Polymorphism, Single Nucleotide
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.
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.
Polycomb Repressive Complex 1
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.
Point Mutation
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.
Plasmids
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.
Piperazines
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.
Physiology, Comparative
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.
Physics
W. Bialek and Botstein, D., “Introductory science and mathematics education for 21st-Century biologists.”, Science, vol. 303, no. 5659, pp. 788-90, 2004.
Phylogeny
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.
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.
Phosphorylation
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.
Phosphorus
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.
Phosphoric Monoester Hydrolases
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.
Phosphoproteins
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.
Phospholipids
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.
Phospholipases A2
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.
Phospholipases A
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.
Phosphatidylinositol 3-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.
Phosphates
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.
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.
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.
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.
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.
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.
Pheromones
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.
Phenylpyruvic Acids
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.
Phenotype
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.
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.
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.
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.
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.
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.
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.
Peptide Fragments
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.
Paraffin Embedding
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.
Paired Box Transcription Factors
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.
Oxygen Consumption
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.
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.
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.
Oxidative Stress
J. Isaac Murray, Whitfield, M. L., Trinklein, N. D., Myers, R. M., Brown, P. O., and Botstein, D., “Diverse and specific gene expression responses to stresses in cultured human cells.”, Mol Biol Cell, vol. 15, no. 5, pp. 2361-74, 2004.
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.
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.
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.
Oxidative Phosphorylation
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.
Oxidants
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.
Ovarian Neoplasms
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.
I. - P. Tu, Schaner, M., Diehn, M., Sikic, B. I., Brown, P. O., Botstein, D., and Fero, M. J., “A method for detecting and correcting feature misidentification on expression microarrays.”, BMC Genomics, vol. 5, p. 64, 2004.
Osmotic Pressure
J. Isaac Murray, Whitfield, M. L., Trinklein, N. D., Myers, R. M., Brown, P. O., and Botstein, D., “Diverse and specific gene expression responses to stresses in cultured human cells.”, Mol Biol Cell, vol. 15, no. 5, pp. 2361-74, 2004.
Osmolar Concentration
J. Mulholland and Botstein, D., “Immunoelectron microscopy of aldehyde-fixed yeast cells.”, Methods Enzymol, vol. 351, pp. 50-81, 2002.
Oscillometry
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.
Organoselenium Compounds
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.
Open Reading Frames
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.
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.
Oncogene Proteins, Fusion
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.
Oligonucleotide Array Sequence Analysis
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.
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.
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.
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.
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.
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. 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.
I. S. Lossos, Czerwinski, D. K., Alizadeh, A. A., Wechser, M. A., Tibshirani, R., Botstein, D., and Levy, R., “Prediction of survival in diffuse large-B-cell lymphoma based on the expression of six genes.”, N Engl J Med, vol. 350, no. 18, pp. 1828-37, 2004.
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.
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.
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.
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.
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.
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.
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.
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. 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. 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.
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.
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.
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. 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. 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
J. R. Pollack, van de Rijn, M., and Botstein, D., “Challenges in developing a molecular characterization of cancer.”, Semin Oncol, vol. 29, no. 3, pp. 280-5, 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.
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.
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.
I. - P. Tu, Schaner, M., Diehn, M., Sikic, B. I., Brown, P. O., Botstein, D., and Fero, M. J., “A method for detecting and correcting feature misidentification on expression microarrays.”, BMC Genomics, vol. 5, p. 64, 2004.
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.
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.
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. 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. Isaac Murray, Whitfield, M. L., Trinklein, N. D., Myers, R. M., Brown, P. O., and Botstein, D., “Diverse and specific gene expression responses to stresses in cultured human cells.”, Mol Biol Cell, vol. 15, no. 5, pp. 2361-74, 2004.
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. Y. Leung, Chen, X., Chu, K. M., Yuen, S. T., Mathy, J., Ji, J., S Y Chan, A., Li, R., Law, S., Troyanskaya, O. G., Tu, I. - P., Wong, J., So, S., Botstein, D., and Brown, P. O., “Phospholipase A2 group IIA expression in gastric adenocarcinoma is associated with prolonged survival and less frequent metastasis.”, Proc Natl Acad Sci U S A, vol. 99, no. 25, pp. 16203-8, 2002.
M. 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.
Nutritional Physiological Phenomena
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.
Nucleotides
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.
Nucleic Acid Hybridization
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.
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.
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.
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.
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.
Nucleic Acid Denaturation
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.
Nuclear Proteins
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.
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.
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. 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.
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.
Nitrogen
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.
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.
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. 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.
NFATC Transcription Factors
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.
New Jersey
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.
Neoplasms
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.
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.
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.
J. R. Pollack, van de Rijn, M., and Botstein, D., “Challenges in developing a molecular characterization of cancer.”, Semin Oncol, vol. 29, no. 3, pp. 280-5, 2002.
Neoplasm Transplantation
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.
Neoplasm Staging
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.
Neoplasm Proteins
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. Y. Leung, Chen, X., Chu, K. M., Yuen, S. T., Mathy, J., Ji, J., S Y Chan, A., Li, R., Law, S., Troyanskaya, O. G., Tu, I. - P., Wong, J., So, S., Botstein, D., and Brown, P. O., “Phospholipase A2 group IIA expression in gastric adenocarcinoma is associated with prolonged survival and less frequent metastasis.”, Proc Natl Acad Sci U S A, vol. 99, no. 25, pp. 16203-8, 2002.
M. E. Schaner, Ross, D. T., Ciaravino, G., Sorlie, T., Troyanskaya, O., Diehn, M., Wang, Y. C., Duran, G. E., Sikic, T. L., Caldeira, S., Skomedal, H., Tu, I. - P., Hernandez-Boussard, T., Johnson, S. W., O'Dwyer, P. J., Fero, M. J., Kristensen, G. B., Borresen-Dale, A. - L., Hastie, T., Tibshirani, R., van de Rijn, M., Teng, N. N., Longacre, T. A., Botstein, D., Brown, P. O., and Sikic, B. I., “Gene expression patterns in ovarian carcinomas.”, Mol Biol Cell, vol. 14, no. 11, pp. 4376-86, 2003.
Neoplasm Metastasis
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.
Neoplasm Invasiveness
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.
Neoadjuvant Therapy
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.
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.
Natural Language Processing
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.
National Institutes of Health (U.S.)
W. R. Uhlmann, Bennett, R., Botkin, J. R., Botstein, D., Boughman, J. A., Chakravarti, A., Clayton, E. Wright, Kahn, J., Koenig, B., Murray, T. H., Olson, M. V., Rowley, J., Terry, S., and Valle, D., “Planning the genome institute's future.”, Science, vol. 299, no. 5612, p. 1515; author reply 1515, 2003.
NADPH Dehydrogenase
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.
Myocytes, Cardiac
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.
Myo-Inositol-1-Phosphate Synthase
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.
Mutation
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
I. S. Lossos, Alizadeh, A. A., Diehn, M., Warnke, R., Thorstenson, Y., Oefner, P. J., Brown, P. O., Botstein, D., and Levy, R., “Transformation of follicular lymphoma to diffuse large-cell lymphoma: alternative patterns with increased or decreased expression of c-myc and its regulated genes.”, Proc Natl Acad Sci U S A, vol. 99, no. 13, pp. 8886-91, 2002.
D. Botstein, “Ira Herskowitz: 1946-2003.”, Genetics, vol. 166, no. 2, pp. 653-60, 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.
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.
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.
Mutagenesis, Site-Directed
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.
Multivariate Analysis
I. S. Lossos, Czerwinski, D. K., Alizadeh, A. A., Wechser, M. A., Tibshirani, R., Botstein, D., and Levy, R., “Prediction of survival in diffuse large-B-cell lymphoma based on the expression of six genes.”, N Engl J Med, vol. 350, no. 18, pp. 1828-37, 2004.
Multigene Family
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.
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.
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.
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.
J. Isaac Murray, Whitfield, M. L., Trinklein, N. D., Myers, R. M., Brown, P. O., and Botstein, D., “Diverse and specific gene expression responses to stresses in cultured human cells.”, Mol Biol Cell, vol. 15, no. 5, pp. 2361-74, 2004.
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.
Mucin-1
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.
Molecular Weight
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.
Molecular Sequence Data
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.
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.
K. R. Christie, Weng, S., Balakrishnan, R., Costanzo, M. C., Dolinski, K., Dwight, S. S., Engel, S. R., Feierbach, B., Fisk, D. G., Hirschman, J. E., Hong, E. L., Issel-Tarver, L., Nash, R., Sethuraman, A., Starr, B., Theesfeld, C. L., Andrada, R., Binkley, G., Dong, Q., Lane, C., Schroeder, M., Botstein, D., and J Cherry, M., “Saccharomyces Genome Database (SGD) provides tools to identify and analyze sequences from Saccharomyces cerevisiae and related sequences from other organisms.”, Nucleic Acids Res, vol. 32, no. Database issue, pp. D311-4, 2004.
D. 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. 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.
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. 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.
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.
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.
Molecular Sequence Annotation
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.
D. Botstein, “Why we need more basic biology research, not less.”, Mol Biol Cell, vol. 23, no. 21, pp. 4160-1, 2012.
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.
Molecular Chaperones
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.
Molecular Biology
D. Botstein, “Technological innovation leads to fundamental understanding in cell biology.”, Mol Biol Cell, vol. 21, no. 22, pp. 3791-2, 2010.
Models, Statistical
I. S. Lossos, Czerwinski, D. K., Alizadeh, A. A., Wechser, M. A., Tibshirani, R., Botstein, D., and Levy, R., “Prediction of survival in diffuse large-B-cell lymphoma based on the expression of six genes.”, N Engl J Med, vol. 350, no. 18, pp. 1828-37, 2004.
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.
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.
Models, Molecular
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.
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.
Models, Genetic
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.
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.
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.
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.
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.
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. Botstein, “Ira Herskowitz: 1946-2003.”, Genetics, vol. 166, no. 2, pp. 653-60, 2004.
I. S. Lossos, Czerwinski, D. K., Alizadeh, A. A., Wechser, M. A., Tibshirani, R., Botstein, D., and Levy, R., “Prediction of survival in diffuse large-B-cell lymphoma based on the expression of six genes.”, N Engl J Med, vol. 350, no. 18, pp. 1828-37, 2004.

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