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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Female
S. P. Bohen, Troyanskaya, O. G., Alter, O., Warnke, R., Botstein, D., Brown, P. O., and Levy, R., “Variation in gene expression patterns in follicular lymphoma and the response to rituximab.”, Proc Natl Acad Sci U S A, vol. 100, no. 4, pp. 1926-30, 2003.
S. 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.
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.
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.
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.
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. 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.
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.
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.
D. Botstein, “Lasker∼Koshland to genetics pioneer.”, Cell, vol. 158, no. 6, pp. 1230-2, 2014.
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.
Fermentation
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.
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.
Fibroblasts
N. Slavov, Airoldi, E. M., van Oudenaarden, A., and Botstein, D., “A conserved cell growth cycle can account for the environmental stress responses of divergent eukaryotes.”, Mol Biol Cell, vol. 23, no. 10, pp. 1986-97, 2012.
H. Y. Chang, 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.
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.
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.
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. D. Trinklein, Murray, J. I., Hartman, S. J., Botstein, D., and Myers, R. M., “The role of heat shock transcription factor 1 in the genome-wide regulation of the mammalian heat shock response.”, Mol Biol Cell, vol. 15, no. 3, pp. 1254-61, 2004.
Fixatives
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.
Flow Cytometry
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.
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.
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.
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. 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.
Fluorescence
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.
Fluorouracil
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.
Food
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.
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.
Forkhead Transcription Factors
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.
Formaldehyde
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.
Frameshift 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.
Fructosephosphates
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.
Fungal Proteins
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.
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.
G2 Phase Cell Cycle Checkpoints
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.
Galactokinase
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.
S. R McIsaac, Gibney, P. A., Chandran, S. S., Benjamin, K. R., and Botstein, D., “Synthetic biology tools for programming gene expression without nutritional perturbations in Saccharomyces cerevisiae.”, Nucleic Acids Res, vol. 42, no. 6, p. e48, 2014.
S. R McIsaac, 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.
Galactosephosphates
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.
Gastric Mucosa
X. Chen, Leung, S. Y., Yuen, S. T., Chu, K. - M., Ji, J., Li, R., S Y Chan, A., Law, S., Troyanskaya, O. G., Wong, J., So, S., Botstein, D., and Brown, P. O., “Variation in gene expression patterns in human gastric cancers.”, Mol Biol Cell, vol. 14, no. 8, pp. 3208-15, 2003.
S. Y. Leung, Chen, X., Chu, K. M., Yuen, S. T., Mathy, J., Ji, J., S Y Chan, A., Li, R., Law, S., Troyanskaya, O. G., Tu, I. - P., Wong, J., So, S., Botstein, D., and Brown, P. O., “Phospholipase A2 group IIA expression in gastric adenocarcinoma is associated with prolonged survival and less frequent metastasis.”, Proc Natl Acad Sci U S A, vol. 99, no. 25, pp. 16203-8, 2002.
GATA3 Transcription Factor
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.
Gene Amplification
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.
Gene Deletion
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.
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.
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.
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.
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.
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.
Gene Dosage
J. R. Pollack, Sørlie, T., Perou, C. M., Rees, C. A., Jeffrey, S. S., Lonning, P. E., Tibshirani, R., Botstein, D., Børresen-Dale, A. - L., and Brown, P. O., “Microarray analysis reveals a major direct role of DNA copy number alteration in the transcriptional program of human breast tumors.”, Proc Natl Acad Sci U S A, vol. 99, no. 20, pp. 12963-8, 2002.
M. 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.
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.
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.
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.
Gene Duplication
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.
Gene Expression
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.
O. G. Troyanskaya, Garber, M. E., Brown, P. O., Botstein, D., and Altman, R. B., “Nonparametric methods for identifying differentially expressed genes in microarray data.”, Bioinformatics, vol. 18, no. 11, pp. 1454-61, 2002.
M. 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.
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.
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.
Gene Expression Profiling
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.
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.
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.
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.
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.
T. Sørlie, Perou, C. M., Fan, C., Geisler, S., Aas, T., Nobel, A., Anker, G., Akslen, L. A., Botstein, D., Børresen-Dale, A. - L., and Lønning, P. Eystein, “Gene expression profiles do not consistently predict the clinical treatment response in locally advanced breast cancer.”, Mol Cancer Ther, vol. 5, no. 11, pp. 2914-8, 2006.
M. J. Hickman, Petti, A. A., Ho-Shing, O., Silverman, S. J., R McIsaac, S., Lee, T. A., and Botstein, D., “Coordinated regulation of sulfur and phospholipid metabolism reflects the importance of methylation in the growth of yeast.”, Mol Biol Cell, vol. 22, no. 21, pp. 4192-204, 2011.
M. 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.
E. I. Boyle, Weng, S., Gollub, J., Jin, H., Botstein, D., J Cherry, M., and Sherlock, G., “GO::TermFinder--open source software for accessing Gene Ontology information and finding significantly enriched Gene Ontology terms associated with a list of genes.”, Bioinformatics, vol. 20, no. 18, pp. 3710-5, 2004.
S. P. Bohen, Troyanskaya, O. G., Alter, O., Warnke, R., Botstein, D., Brown, P. O., and Levy, R., “Variation in gene expression patterns in follicular lymphoma and the response to rituximab.”, Proc Natl Acad Sci U S A, vol. 100, no. 4, pp. 1926-30, 2003.
J. - T. Chi, Chang, H. Y., Haraldsen, G., Jahnsen, F. L., Troyanskaya, O. G., Chang, D. S., Wang, Z., Rockson, S. G., van de Rijn, M., Botstein, D., and Brown, P. O., “Endothelial cell diversity revealed by global expression profiling.”, Proc Natl Acad Sci U S A, vol. 100, no. 19, pp. 10623-8, 2003.
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.
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.
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.
Y. Liang, Diehn, M., Watson, N., Bollen, A. W., Aldape, K. D., M Nicholas, K., Lamborn, K. R., Berger, M. S., Botstein, D., Brown, P. O., and Israel, M. A., “Gene expression profiling reveals molecularly and clinically distinct subtypes of glioblastoma multiforme.”, Proc Natl Acad Sci U S A, vol. 102, no. 16, pp. 5814-9, 2005.
S. 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.
H. Zhao, Langerød, A., Ji, Y., Nowels, K. W., Nesland, J. M., Tibshirani, R., Bukholm, I. K., Kåresen, R., Botstein, D., Børresen-Dale, A. - L., and Jeffrey, S. S., “Different gene expression patterns in invasive lobular and ductal carcinomas of the breast.”, Mol Biol Cell, vol. 15, no. 6, pp. 2523-36, 2004.
T. 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.
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.
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.
J. Gollub, Ball, C. A., Binkley, G., Demeter, J., Finkelstein, D. B., Hebert, J. M., Hernandez-Boussard, T., Jin, H., Kaloper, M., Matese, J. C., Schroeder, M., Brown, P. O., Botstein, D., and Sherlock, G., “The Stanford Microarray Database: data access and quality assessment tools.”, Nucleic Acids Res, vol. 31, no. 1, pp. 94-6, 2003.
C. A. Rees, Demeter, J., Matese, J. C., Botstein, D., and Sherlock, G., “GeneXplorer: an interactive web application for microarray data visualization and analysis.”, BMC Bioinformatics, vol. 5, p. 141, 2004.
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.
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.
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.
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.
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.
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. D. Trinklein, Murray, J. I., Hartman, S. J., Botstein, D., and Myers, R. M., “The role of heat shock transcription factor 1 in the genome-wide regulation of the mammalian heat shock response.”, Mol Biol Cell, vol. 15, no. 3, pp. 1254-61, 2004.
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. 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.
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.
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.
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.
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. 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. 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. 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.
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.
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.
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.
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.
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.
Gene Expression Regulation
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. - T. Chi, Chang, H. Y., Haraldsen, G., Jahnsen, F. L., Troyanskaya, O. G., Chang, D. S., Wang, Z., Rockson, S. G., van de Rijn, M., Botstein, D., and Brown, P. O., “Endothelial cell diversity revealed by global expression profiling.”, Proc Natl Acad Sci U S A, vol. 100, no. 19, pp. 10623-8, 2003.
K. S. Smith, Chanda, S. K., Lingbeek, M., Ross, D. T., Botstein, D., van Lohuizen, M., and Cleary, M. L., “Bmi-1 regulation of INK4A-ARF is a downstream requirement for transformation of hematopoietic progenitors by E2a-Pbx1.”, Mol Cell, vol. 12, no. 2, pp. 393-400, 2003.
J. 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.
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.
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.
N. D. Trinklein, Murray, J. I., Hartman, S. J., Botstein, D., and Myers, R. M., “The role of heat shock transcription factor 1 in the genome-wide regulation of the mammalian heat shock response.”, Mol Biol Cell, vol. 15, no. 3, pp. 1254-61, 2004.
K. Sayama, Diehn, M., Matsuda, K., Lunderius, C., Tsai, M., Tam, S. - Y., Botstein, D., Brown, P. O., and Galli, S. J., “Transcriptional response of human mast cells stimulated via the Fc(epsilon)RI and identification of mast cells as a source of IL-11.”, BMC Immunol, vol. 3, p. 5, 2002.
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. 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.
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.
N. Slavov, Airoldi, E. M., van Oudenaarden, A., and Botstein, D., “A conserved cell growth cycle can account for the environmental stress responses of divergent eukaryotes.”, Mol Biol Cell, vol. 23, no. 10, pp. 1986-97, 2012.
H. Y. Chang, 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.
Gene Expression Regulation, Fungal
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.
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.
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.
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.
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. Hickman, Petti, A. A., Ho-Shing, O., Silverman, S. J., R McIsaac, S., Lee, T. A., and Botstein, D., “Coordinated regulation of sulfur and phospholipid metabolism reflects the importance of methylation in the growth of yeast.”, Mol Biol Cell, vol. 22, no. 21, pp. 4192-204, 2011.
M. 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.
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. 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.
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. Botstein, “Ira Herskowitz: 1946-2003.”, Genetics, vol. 166, no. 2, pp. 653-60, 2004.
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. 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.
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.
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.
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, 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 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.
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.
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. 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.
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.
Gene Expression Regulation, Neoplastic
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Gene Expression Regulation, Viral
D. Botstein, “Ira Herskowitz: 1946-2003.”, Genetics, vol. 166, no. 2, pp. 653-60, 2004.
Gene Knockout Techniques
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.
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.
Gene Library
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.
Gene Rearrangement
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.
Gene Regulatory Networks
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. Botstein and Fink, G. R., “Yeast: an experimental organism for 21st Century biology.”, Genetics, vol. 189, no. 3, pp. 695-704, 2011.
K. Dolinski and Botstein, D., “Automating the construction of gene ontologies.”, Nat Biotechnol, vol. 31, no. 1, pp. 34-5, 2013.
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.
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.
Genes
D. Botstein, “Genome-sequencing anniversary. Fruits of genome sequences for biology.”, Science, vol. 331, no. 6020, p. 1025, 2011.
Genes, BRCA1
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.
Genes, erbB-2
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.
Genes, Fungal
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. 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. 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.
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.
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.
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.
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.
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. 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.
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.
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.
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, 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.
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.
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.
E. L. Hong, Balakrishnan, R., Dong, Q., Christie, K. R., Park, J., Binkley, G., Costanzo, M. C., Dwight, S. S., Engel, S. R., Fisk, D. G., Hirschman, J. E., Hitz, B. C., Krieger, C. J., Livstone, M. S., Miyasato, S. R., Nash, R. S., Oughtred, R., Skrzypek, M. S., Weng, S., Wong, E. D., Zhu, K. K., Dolinski, K., Botstein, D., and J Cherry, M., “Gene Ontology annotations at SGD: new data sources and annotation methods.”, Nucleic Acids Res, vol. 36, no. Database issue, pp. D577-81, 2008.
N. 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.
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.
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.
Genes, Lethal
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.
Genes, Mitochondrial
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.
Genes, myc
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.
Genes, p53
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.
Genes, Recessive
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.
Genes, Regulator
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.
Genes, Reporter
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.
Genes, Suppressor
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.
Genetic Diseases, Inborn
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.
Genetic Engineering
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.
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, 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.
Genetic Fitness
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.
Genetic Markers
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.

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