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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Transforming Growth Factor beta
J. Lembong, Yakoby, N., and Shvartsman, S. Y., Spatial regulation of BMP signaling by patterned receptor expression., Tissue Eng Part A, vol. 14, no. 9, pp. 1469-77, 2008.
Transcriptome
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
C. J. Nirschl, Suárez-Fariñas, M., Izar, B., Prakadan, S., Dannenfelser, R., Tirosh, I., Liu, Y., Zhu, Q., K Devi, S. P., Carroll, S. L., Chau, D., Rezaee, M., Kim, T. - G., Huang, R., Fuentes-Duculan, J., Song-Zhao, G. X., Gulati, N., Lowes, M. A., King, S. L., Quintana, F. J., Lee, Y. -suk, Krueger, J. G., Sarin, K. Y., Yoon, C. H., Garraway, L., Regev, iv, A., Shalek, A. K., Troyanskaya, O. G., and Anandasabapathy, N., IFNγ-Dependent Tissue-Immune Homeostasis Is Co-opted in the Tumor Microenvironment., Cell, vol. 170, no. 1, pp. 127-141.e15, 2017.
C. Cao, Lemaire, L. A., Wang, W., Yoon, P. H., Choi, Y. A., Parsons, L. R., Matese, J. C., Wang, W., Levine, M., and Chen, K., Comprehensive single-cell transcriptome lineages of a proto-vertebrate., Nature, vol. 571, no. 7765, pp. 349-354, 2019.
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
J. Zhou, Schor, I. E., Yao, V., Theesfeld, C. L., Marco-Ferreres, R., Tadych, A., Furlong, E. E. M., and Troyanskaya, O. G., Accurate genome-wide predictions of spatio-temporal gene expression during embryonic development., PLoS Genet, vol. 15, no. 9, p. e1008382, 2019.
Transcription Factors
A. Stolfi, T Gainous, B., Young, J. J., Mori, A., Levine, M., and Christiaen, L., Early chordate origins of the vertebrate second heart field., Science, vol. 329, no. 5991, pp. 565-8, 2010.
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
C. Huttenhower, K Mutungu, T., Indik, N., Yang, W., Schroeder, M., Forman, J. J., Troyanskaya, O. G., and Coller, H. A., Detailing regulatory networks through large scale data integration., Bioinformatics, vol. 25, no. 24, pp. 3267-74, 2009.
J. J. Zartman, Yakoby, N., Bristow, C. A., Zhou, X., Schlichting, K., Dahmann, C., and Shvartsman, S. Y., Cad74A is regulated by BR and is required for robust dorsal appendage formation in Drosophila oogenesis., Dev Biol, vol. 322, no. 2, pp. 289-301, 2008.
S. De Renzis, Yu, J., Zinzen, R., and Wieschaus, E., Dorsal-ventral pattern of Delta trafficking is established by a Snail-Tom-Neuralized pathway., Dev Cell, vol. 10, no. 2, pp. 257-64, 2006.
J. J. Zartman, Cheung, L. S., Niepielko, M. G., Bonini, C., Haley, B., Yakoby, N., and Shvartsman, S. Y., Pattern formation by a moving morphogen source., Phys Biol, vol. 8, no. 4, p. 045003, 2011.
M. Markstein, Zinzen, R., Markstein, P., Yee, K. - P., Erives, A., Stathopoulos, A., and Levine, M., A regulatory code for neurogenic gene expression in the Drosophila embryo., Development, vol. 131, no. 10, pp. 2387-94, 2004.
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.
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
L. A. Goentoro, Yakoby, N., Goodhouse, J., Schüpbach, T., and Shvartsman, S. Y., Quantitative analysis of the GAL4/UAS system in Drosophila oogenesis., Genesis, vol. 44, no. 2, pp. 66-74, 2006.
Y. Guan, Yao, V., Tsui, K., Gebbia, M., Dunham, M. J., Nislow, C., and Troyanskaya, O. G., Nucleosome-coupled expression differences in closely-related species., BMC Genomics, vol. 12, p. 466, 2011.
Social Behavior
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
Signal Transduction
N. Yakoby, Lembong, J., Schüpbach, T., and Shvartsman, S. Y., Drosophila eggshell is patterned by sequential action of feedforward and feedback loops., Development, vol. 135, no. 2, pp. 343-51, 2008.
S. Goyal, Yuan, J., Chen, T., Rabinowitz, J. D., and Wingreen, N. S., Achieving optimal growth through product feedback inhibition in metabolism., PLoS Comput Biol, vol. 6, no. 6, p. e1000802, 2010.
Y. - F. Xu, Létisse, F., Absalan, F., Lu, W., Kuznetsova, E., Brown, G., Caudy, A. A., Yakunin, A. F., Broach, J. R., and Rabinowitz, J. D., Nucleotide degradation and ribose salvage in yeast., Mol Syst Biol, vol. 9, p. 665, 2013.
J. J. Zartman, Yakoby, N., Bristow, C. A., Zhou, X., Schlichting, K., Dahmann, C., and Shvartsman, S. Y., Cad74A is regulated by BR and is required for robust dorsal appendage formation in Drosophila oogenesis., Dev Biol, vol. 322, no. 2, pp. 289-301, 2008.
J. Lembong, Yakoby, N., and Shvartsman, S. Y., Spatial regulation of BMP signaling by patterned receptor expression., Tissue Eng Part A, vol. 14, no. 9, pp. 1469-77, 2008.
S. De Renzis, Yu, J., Zinzen, R., and Wieschaus, E., Dorsal-ventral pattern of Delta trafficking is established by a Snail-Tom-Neuralized pathway., Dev Cell, vol. 10, no. 2, pp. 257-64, 2006.
J. J. Zartman, Cheung, L. S., Niepielko, M. G., Bonini, C., Haley, B., Yakoby, N., and Shvartsman, S. Y., Pattern formation by a moving morphogen source., Phys Biol, vol. 8, no. 4, p. 045003, 2011.
W. A. Rogers, Goyal, Y., Yamaya, K., Shvartsman, S. Y., and Levine, M. S., Uncoupling neurogenic gene networks in the Drosophila embryo., Genes Dev, vol. 31, no. 7, pp. 634-638, 2017.
R. Menon, Otto, E. A., Kokoruda, A., Zhou, J., Zhang, Z., Yoon, E., Chen, Y. - C., Troyanskaya, O., Spence, J. R., Kretzler, M., and Cebrián, C., Single-cell analysis of progenitor cell dynamics and lineage specification in the human fetal kidney., Development, vol. 145, no. 16, 2018.
S. - J. Yan, Zartman, J. J., Zhang, M., Scott, A., Shvartsman, S. Y., and Li, W. X., Bistability coordinates activation of the EGFR and DPP pathways in Drosophila vein differentiation., Mol Syst Biol, vol. 5, p. 278, 2009.
Selection, Genetic
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
T. F. C. Mackay, Richards, S., Stone, E. A., Barbadilla, A., Ayroles, J. F., Zhu, D., Casillas, S., Han, Y., Magwire, M. M., Cridland, J. M., Richardson, M. F., Anholt, R. R. H., Barrón, M., Bess, C., Blankenburg, K. Petra, Carbone, M. Anna, Castellano, D., Chaboub, L., Duncan, L., Harris, Z., Javaid, M., Jayaseelan, J. Christina, Jhangiani, S. N., Jordan, K. W., Lara, F., Lawrence, F., Lee, S. L., Librado, P., Linheiro, R. S., Lyman, R. F., Mackey, A. J., Munidasa, M., Muzny, D. Marie, Nazareth, L., Newsham, I., Perales, L., Pu, L. - L., Qu, C., Ràmia, M., Reid, J. G., Rollmann, S. M., Rozas, J., Saada, N., Turlapati, L., Worley, K. C., Wu, Y. - Q., Yamamoto, A., Zhu, Y., Bergman, C. M., Thornton, K. R., Mittelman, D., and Gibbs, R. A., The Drosophila melanogaster Genetic Reference Panel., Nature, vol. 482, no. 7384, pp. 173-8, 2012.
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
Saccharomyces cerevisiae Proteins
Y. - F. Xu, Létisse, F., Absalan, F., Lu, W., Kuznetsova, E., Brown, G., Caudy, A. A., Yakunin, A. F., Broach, J. R., and Rabinowitz, J. D., Nucleotide degradation and ribose salvage in yeast., Mol Syst Biol, vol. 9, p. 665, 2013.
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. 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.
L. A. Goentoro, Yakoby, N., Goodhouse, J., Schüpbach, T., and Shvartsman, S. Y., Quantitative analysis of the GAL4/UAS system in Drosophila oogenesis., Genesis, vol. 44, no. 2, pp. 66-74, 2006.
H. Yoshimoto, Saltsman, K., Gasch, A. P., Li, H. Xia, Ogawa, N., Botstein, D., Brown, P. O., and Cyert, M. S., Genome-wide analysis of gene expression regulated by the calcineurin/Crz1p signaling pathway in Saccharomyces cerevisiae., J Biol Chem, vol. 277, no. 34, pp. 31079-88, 2002.
Y. Guan, Yao, V., Tsui, K., Gebbia, M., Dunham, M. J., Nislow, C., and Troyanskaya, O. G., Nucleosome-coupled expression differences in closely-related species., BMC Genomics, vol. 12, p. 466, 2011.
Saccharomyces cerevisiae
M. F. Clasquin, Melamud, E., Singer, A., Gooding, J. R., Xu, X., Dong, A., Cui, H., Campagna, S. R., Savchenko, A., Yakunin, A. F., Rabinowitz, J. D., and Caudy, A. A., Riboneogenesis in yeast., Cell, vol. 145, no. 6, pp. 969-80, 2011.
Y. - F. Xu, Létisse, F., Absalan, F., Lu, W., Kuznetsova, E., Brown, G., Caudy, A. A., Yakunin, A. F., Broach, J. R., and Rabinowitz, J. D., Nucleotide degradation and ribose salvage in yeast., Mol Syst Biol, vol. 9, p. 665, 2013.
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. 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.
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.
Y. Guan, Yao, V., Tsui, K., Gebbia, M., Dunham, M. J., Nislow, C., and Troyanskaya, O. G., Nucleosome-coupled expression differences in closely-related species., BMC Genomics, vol. 12, p. 466, 2011.
Saccharomyces
A. A. Caudy, Guan, Y., Jia, Y., Hansen, C., DeSevo, C., Hayes, A. P., Agee, J., Alvarez-Dominguez, J. R., Arellano, H., Barrett, D., Bauerle, C., Bisaria, N., Bradley, P. H., J Breunig, S., Bush, E., Cappel, D., Capra, E., Chen, W., Clore, J., Combs, P. A., Doucette, C., Demuren, O., Fellowes, P., Freeman, S., Frenkel, E., Gadala-Maria, D., Gawande, R., Glass, D., Grossberg, S., Gupta, A., Hammonds-Odie, L., Hoisos, A., Hsi, J., Hsu, Y. - H. Huang, Inukai, S., Karczewski, K. J., Ke, X., Kojima, M., Leachman, S., Lieber, D., Liebowitz, A., Liu, J., Liu, Y., Martin, T., Mena, J., Mendoza, R., Myhrvold, C., Millian, C., Pfau, S., Raj, S., Rich, M., Rokicki, J., Rounds, W., Salazar, M., Salesi, M., Sharma, R., Silverman, S., Singer, C., Sinha, S., Staller, M., Stern, P., Tang, H., Weeks, S., Weidmann, M., Wolf, A., Young, C., Yuan, J., Crutchfield, C., McClean, M., Murphy, C. T., Llinás, M., Botstein, D., Troyanskaya, O. G., and Dunham, M. J., A new system for comparative functional genomics of Saccharomyces yeasts., Genetics, vol. 195, no. 1, pp. 275-87, 2013.
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.
Y. Guan, Yao, V., Tsui, K., Gebbia, M., Dunham, M. J., Nislow, C., and Troyanskaya, O. G., Nucleosome-coupled expression differences in closely-related species., BMC Genomics, vol. 12, p. 466, 2011.
Phylogeny
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
K. M. Kapheim, Pan, H., Li, C., Salzberg, S. L., Puiu, D., Magoc, T., Robertson, H. M., Hudson, M. E., Venkat, A., Fischman, B. J., Hernandez, A., Yandell, M., Ence, D., Holt, C., Yocum, G. D., Kemp, W. P., Bosch, J., Waterhouse, R. M., Zdobnov, E. M., Stolle, E., F Kraus, B., Helbing, S., Moritz, R. F. A., Glastad, K. M., Hunt, B. G., Goodisman, M. A. D., Hauser, F., Grimmelikhuijzen, C. J. P., Pinheiro, D. Guariz, Nunes, F. Morais Fra, Soares, M. Prioli Mir, Tanaka, É. Donato, Simões, Z. Luz Paulin, Hartfelder, K., Evans, J. D., Barribeau, S. M., Johnson, R. M., Massey, J. H., Southey, B. R., Hasselmann, M., Hamacher, D., Biewer, M., Kent, C. F., Zayed, A., Blatti, C., Sinha, S., J Johnston, S., Hanrahan, S. J., Kocher, S. D., Wang, J., Robinson, G. E., and Zhang, G., Social evolution. Genomic signatures of evolutionary transitions from solitary to group living., Science, vol. 348, no. 6239, pp. 1139-43, 2015.
Phenotype
J. Zhou, Park, C. Y., Theesfeld, C. L., Wong, A. K., Yuan, Y., Scheckel, C., Fak, J. J., Funk, J., Yao, K., Tajima, Y., Packer, A., Darnell, R. B., and Troyanskaya, O. G., Whole-genome deep-learning analysis identifies contribution of noncoding mutations to autism risk., Nat Genet, vol. 51, no. 6, pp. 973-980, 2019.
K. K. Benson, Hu, W., Weller, A. H., Bennett, A. H., Chen, E. R., Khetarpal, S. A., Yoshino, S., Bone, W. P., Wang, L., Rabinowitz, J. D., Voight, B. F., and Soccio, R. E., Natural human genetic variation determines basal and inducible expression of , an obesity-associated gene., Proc Natl Acad Sci U S A, vol. 116, no. 46, pp. 23232-23242, 2019.
T. F. C. Mackay, Richards, S., Stone, E. A., Barbadilla, A., Ayroles, J. F., Zhu, D., Casillas, S., Han, Y., Magwire, M. M., Cridland, J. M., Richardson, M. F., Anholt, R. R. H., Barrón, M., Bess, C., Blankenburg, K. Petra, Carbone, M. Anna, Castellano, D., Chaboub, L., Duncan, L., Harris, Z., Javaid, M., Jayaseelan, J. Christina, Jhangiani, S. N., Jordan, K. W., Lara, F., Lawrence, F., Lee, S. L., Librado, P., Linheiro, R. S., Lyman, R. F., Mackey, A. J., Munidasa, M., Muzny, D. Marie, Nazareth, L., Newsham, I., Perales, L., Pu, L. - L., Qu, C., Ràmia, M., Reid, J. G., Rollmann, S. M., Rozas, J., Saada, N., Turlapati, L., Worley, K. C., Wu, Y. - Q., Yamamoto, A., Zhu, Y., Bergman, C. M., Thornton, K. R., Mittelman, D., and Gibbs, R. A., The Drosophila melanogaster Genetic Reference Panel., Nature, vol. 482, no. 7384, pp. 173-8, 2012.
J. Zhou, Park, C. Y., Theesfeld, C. L., Wong, A. K., Yuan, Y., Scheckel, C., Fak, J. J., Funk, J., Yao, K., Tajima, Y., Packer, A., Darnell, R. B., and Troyanskaya, O. G., Whole-genome deep-learning analysis identifies contribution of noncoding mutations to autism risk., Nat Genet, vol. 51, no. 6, pp. 973-980, 2019.
Oxidative Stress
J. Fan, Ye, J., Kamphorst, J. J., Shlomi, T., Thompson, C. B., and Rabinowitz, J. D., Quantitative flux analysis reveals folate-dependent NADPH production., Nature, vol. 510, no. 7504, pp. 298-302, 2014.
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.
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.
Oligonucleotide Array Sequence Analysis
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.
C. Huttenhower, K Mutungu, T., Indik, N., Yang, W., Schroeder, M., Forman, J. J., Troyanskaya, O. G., and Coller, H. A., Detailing regulatory networks through large scale data integration., Bioinformatics, vol. 25, no. 24, pp. 3267-74, 2009.
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.
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.
A. Baryshnikova, Costanzo, M., Kim, Y., Ding, H., Koh, J., Toufighi, K., Youn, J. - Y., Ou, J., San Luis, B. - J., Bandyopadhyay, S., Hibbs, M., Hess, D., Gingras, A. - C., Bader, G. D., Troyanskaya, O. G., Brown, G. W., Andrews, B., Boone, C., and Myers, C. L., Quantitative analysis of fitness and genetic interactions in yeast on a genome scale., Nat Methods, vol. 7, no. 12, pp. 1017-24, 2010.

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