Golub, Todd R.

Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles

Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S., et al. (2005) · Proceedings of the National Academy of Sciences

Bioinformatics and Genomic NetworksGene expression and cancer classification

Cited by 53,625

Molecular classification of cancer: class discovery and class prediction by gene expression monitoring

Golub, T. R., Slonim, D. K., Tamayo, P., Huard, C., Gaasenbeek, M., Mesirov, J. P., Coller, H., Loh, M. L., Downing, J. R., Caligiuri, M. A., et al. (1999) · Science

Gene expression and cancer classificationBreast Cancer Treatment Studies

Cited by 11,516

PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes

Mootha, V. K., Lindgren, C. M., Eriksson, K.-F., Subramanian, A., Sihag, S., Lehar, J., Puigserver, P., Carlsson, E., Ridderstråle, M., Laurila, E., et al. (2003) · Nature Genetics

Bioinformatics and Genomic NetworksMetabolism, Diabetes, and Cancer

Cited by 10,197

The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity

Barretina, J., Caponigro, G., Stransky, N., Venkatesan, K., Margolin, A. A., Kim, S., Wilson, C. J., Lehár, J., Kryukov, G. V., Sonkin, D., et al. (2012) · Nature

Cancer Genomics and DiagnosticsComputational Drug Discovery Methods

Cited by 7,950

Integrated Genomic Analysis Identifies Clinically Relevant Subtypes of Glioblastoma Characterized by Abnormalities in PDGFRA, IDH1, EGFR, and NF1

Verhaak, R. G. W., Hoadley, K. A., Purdom, E., Wang, V., Qi, Y., Wilkerson, M. D., Miller, C. R., Ding, L., Golub, T., Mesirov, J. P., et al. (2010) · Cancer Cell

Glioma Diagnosis and TreatmentCancer Genomics and Diagnostics

Cited by 7,575

Mutational heterogeneity in cancer and the search for new cancer-associated genes

Lawrence, M. S., Stojanov, P., Polak, P., Kryukov, G. V., Cibulskis, K., Sivachenko, A., Carter, S. L., Stewart, C., Mermel, C. H., Roberts, S. A., et al. (2013) · Nature

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

Cited by 5,461

The Connectivity Map: Using Gene-Expression Signatures to Connect Small Molecules, Genes, and Disease

Lamb, J., Crawford, E. D., Peck, D., Modell, J. W., Blat, I. C., Wrobel, M. J., Lerner, J., Brunet, J.-P., Subramanian, A., Ross, K. N., et al. (2006) · Science

Computational Drug Discovery MethodsBioinformatics and Genomic Networks

Cited by 5,257

Copper induces cell death by targeting lipoylated TCA cycle proteins

Tsvetkov, P., Coy, S., Petrova, B., Dreishpoon, M., Verma, A., Abdusamad, M., Rossen, J., Joesch-Cohen, L., Humeidi, R., Spangler, R. D., et al. (2022) · Science

Cell death mechanisms and regulationMitochondrial Function and Pathology

Cited by 4,932

The landscape of somatic copy-number alteration across human cancers

Beroukhim, R., Mermel, C. H., Porter, D., Wei, G., Raychaudhuri, S., Donovan, J., Barretina, J., Boehm, J. S., Dobson, J., Urashima, M., et al. (2010) · Nature

Cancer Genomics and DiagnosticsGenomic variations and chromosomal abnormalities

Cited by 4,017

A Next Generation Connectivity Map: L1000 Platform and the First 1,000,000 Profiles

Subramanian, A., Narayan, R., Corsello, S. M., Peck, D. D., Natoli, T. E., Lu, X., Gould, J., Davis, J. F., Tubelli, A. A., Asiedu, J. K., et al. (2017) · Cell

Gene expression and cancer classificationBioinformatics and Genomic Networks

Cited by 3,515

Next-generation characterization of the Cancer Cell Line Encyclopedia

Ghandi, M., Huang, F. W., Jané-Valbuena, J., Kryukov, G. V., Lo, C. C., McDonald, E. R., Barretina, J., Gelfand, E. T., Bielski, C. M., Li, H., et al. (2019) · Nature

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

Cited by 3,394

Defining a Cancer Dependency Map

Tsherniak, A., Vazquez, F., Montgomery, P. G., Weir, B. A., Kryukov, G., Cowley, G. S., Gill, S., Harrington, W. F., Pantel, S., Krill-Burger, J. M., et al. (2017) · Cell

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

Cited by 3,276

Discovery and saturation analysis of cancer genes across 21 tumour types

Lawrence, M. S., Stojanov, P., Mermel, C. H., Robinson, J. T., Garraway, L. A., Golub, T. R., Meyerson, M., Gabriel, S. B., Lander, E. S., & Getz, G. (2014) · Nature

Cancer Genomics and DiagnosticsGenomics and Rare Diseases

Cited by 3,096

Activating mutation in the tyrosine kinase JAK2 in polycythemia vera, essential thrombocythemia, and myeloid metaplasia with myelofibrosis

Levine, R. L., Wadleigh, M., Cools, J., Ebert, B. L., Wernig, G., Huntly, B. J. P., Boggon, T. J., Wlodarska, I., Clark, J. J., Moore, S., et al. (2005) · Cancer Cell

Myeloproliferative Neoplasms: Diagnosis and TreatmentAcute Myeloid Leukemia Research

Cited by 2,993

Metagenes and molecular pattern discovery using matrix factorization

Brunet, J.-P., Tamayo, P., Golub, T. R., & Mesirov, J. P. (2004) · Proceedings of the National Academy of Sciences

Gene expression and cancer classificationBioinformatics and Genomic Networks

Cited by 2,183

Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data

Monti, S., Tamayo, P., Mesirov, J., & Golub, T. (2003) · Machine Learning

Gene expression and cancer classificationAdvanced Clustering Algorithms Research

Cited by 2,116

Computational correction of copy number effect improves specificity of CRISPR-Cas9 essentiality screens in cancer cells

Meyers, R. M., Bryan, J. G., McFarland, J. M., Weir, B. A., Sizemore, A. E., Xu, H., Dharia, N. V., Montgomery, P. G., Cowley, G. S., Pantel, S., et al. (2017) · Nature Genetics

CRISPR and Genetic EngineeringChromatin Remodeling and Cancer

Cited by 1,952

Molecular subtypes of diffuse large B cell lymphoma are associated with distinct pathogenic mechanisms and outcomes

Chapuy, B., Stewart, C., Dunford, A. J., Kim, J., Kamburov, A., Redd, R. A., Lawrence, M. S., Roemer, M. G. M., Li, A. J., Ziepert, M., et al. (2018) · Nature Medicine

Lymphoma Diagnosis and TreatmentCNS Lymphoma Diagnosis and Treatment

Cited by 1,941

Systematic discovery of regulatory motifs in human promoters and 3′ UTRs by comparison of several mammals

Xie, X., Lu, J., Kulbokas, E. J., Golub, T. R., Mootha, V., Lindblad-Toh, K., Lander, E. S., & Kellis, M. (2005) · Nature

Genomics and Chromatin DynamicsGenomics and Phylogenetic Studies

Cited by 1,872

Potential role of intratumor bacteria in mediating tumor resistance to the chemotherapeutic drug gemcitabine

Geller, L. T., Barzily-Rokni, M., Danino, T., Jonas, O. H., Shental, N., Nejman, D., Gavert, N., Zwang, Y., Cooper, Z. A., Shee, K., et al. (2017) · Science

Pancreatic and Hepatic Oncology ResearchBacterial Cancer Therapy

Cited by 1,817

Tumour micro-environment elicits innate resistance to RAF inhibitors through HGF secretion

Straussman, R., Morikawa, T., Shee, K., Barzily-Rokni, M., Qian, Z. R., Du, J., Davis, A., Mongare, M. M., Gould, J., Frederick, D. T., et al. (2012) · Nature

Melanoma and MAPK PathwaysCancer Cells and Metastasis

Cited by 1,771

Dissecting the regulatory circuitry of a eukaryotic genome

Holstege, F. C. P., Jennings, E. G., Wyrick, J. J., Lee, T. I., Hengartner, C. J., Green, M. R., Golub, T. R., Lander, E. S., & Young, R. A. (1998) · Cell

Genomics and Chromatin DynamicsFungal and yeast genetics research

Cited by 1,670

Integrative genomic analyses identify MITF as a lineage survival oncogene amplified in malignant melanoma

Garraway, L. A., Widlund, H. R., Rubin, M. A., Getz, G., Berger, A. J., Ramaswamy, S., Beroukhim, R., Milner, D. A., Granter, S. R., Du, J., et al. (2005) · Nature

Melanoma and MAPK PathwaysCutaneous Melanoma Detection and Management

Cited by 1,548

Transformation from committed progenitor to leukaemia stem cell initiated by MLL–AF9

Krivtsov, A. V., Twomey, D., Feng, Z., Stubbs, M. C., Wang, Y., Faber, J., Levine, J. E., Wang, J., Hahn, W. C., Gilliland, D. G., et al. (2006) · Nature

Acute Myeloid Leukemia ResearchHematopoietic Stem Cell Transplantation

Cited by 1,513