Getz, Gad

Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation

Malta, T. M., Sokolov, A., Gentles, A. J., Burzykowski, T., Poisson, L., Weinstein, J. N., Kamińska, B., Huelsken, J., Omberg, L., Gevaert, O., et al. (2018) · Cell

Cancer Cells and MetastasisPluripotent Stem Cells Research

Cited by 2,180

Defining T Cell States Associated with Response to Checkpoint Immunotherapy in Melanoma

Sade-Feldman, M., Yizhak, K., Bjorgaard, S. L., Ray, J. P., de Boer, C. G., Jenkins, R. W., Lieb, D. J., Chen, J. H., Frederick, D. T., Barzily-Rokni, M., et al. (2018) · Cell

Cancer Immunotherapy and BiomarkersT-cell and B-cell Immunology

Cited by 2,053

Integrated genomic characterization of pancreatic ductal adenocarcinoma

Raphael, B. J., Hruban, R. H., Aguirre, A. J., Moffitt, R. A., Yeh, J. J., Stewart, C., Robertson, A. G., Cherniack, A. D., Gupta, M., Getz, G., et al. (2017) · Cancer Cell

Pancreatic and Hepatic Oncology ResearchCancer Genomics and Diagnostics

Cited by 2,019

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

Mapping the Hallmarks of Lung Adenocarcinoma with Massively Parallel Sequencing

Imielinski, M., Berger, A. H., Hammerman, P. S., Hernandez, B., Pugh, T. J., Hodis, E., Cho, J., Suh, J., Capelletti, M., Sivachenko, A., et al. (2012) · Cell

Lung Cancer Treatments and MutationsCancer Genomics and Diagnostics

Cited by 1,789

A genomic mutational constraint map using variation in 76,156 human genomes

Chen, S., Francioli, L. C., Goodrich, J. K., Collins, R. L., Kanai, M., Wang, Q., Alföldi, J., Watts, N. A., Vittal, C., Gauthier, L. D., et al. (2024) · Nature

Genomics and Rare DiseasesGenetic Associations and Epidemiology

Cited by 1,727

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

Neoantigen vaccine generates intratumoral T cell responses in phase Ib glioblastoma trial

Keskin, D. B., Anandappa, A. J., Sun, J., Tirosh, I., Mathewson, N. D., Li, S., Oliveira, G., Giobbie-Hurder, A., Felt, K., Gjini, E., et al. (2019) · Nature

Cancer Immunotherapy and BiomarkersImmunotherapy and Immune Responses

Cited by 1,432

Evolution and impact of subclonal mutations in chronic lymphocytic leukemia

Landau, D. A., Carter, S. L., Stojanov, P., McKenna, A., Stevenson, K., Lawrence, M. S., Sougnez, C., Stewart, C., Sivachenko, A., Wang, L., et al. (2013) · Cell

Chronic Lymphocytic Leukemia ResearchCancer Genomics and Diagnostics

Cited by 1,379

Toil enables reproducible, open source, big biomedical data analyses

Vivian, J., Rao, A. A., Nothaft, F. A., Ketchum, C., Armstrong, J., Novak, A., Pfeil, J., Narkizian, J., Deran, A. D., Musselman-Brown, A., et al. (2017) · Nature Biotechnology

Scientific Computing and Data ManagementGenomics and Phylogenetic Studies

Cited by 1,365

The human transcriptome across tissues and individuals

Melé, M., Ferreira, P. G., Reverter, F., DeLuca, D. S., Monlong, J., Sammeth, M., Young, T. R., Goldmann, J. M., Pervouchine, D. D., Sullivan, T. J., et al. (2015) · Science

RNA Research and SplicingGene expression and cancer classification

Cited by 1,304

Distinct patterns of somatic genome alterations in lung adenocarcinomas and squamous cell carcinomas

Cancer Genome Atlas Research Network, Campbell, J. D., Alexandrov, A., Kim, J., Wala, J., Berger, A. H., Pedamallu, C. S., Shukla, S. A., Guo, G., Brooks, A. N., et al. (2016) · Nature Genetics

Lung Cancer Treatments and MutationsCancer Genomics and Diagnostics

Cited by 1,200

Characterizing the cancer genome in lung adenocarcinoma

Weir, B. A., Woo, M. S., Getz, G., Perner, S., Ding, L., Beroukhim, R., Lin, W. M., Province, M. A., Kraja, A., Johnson, L. A., et al. (2007) · Nature

Cancer Genomics and DiagnosticsLung Cancer Treatments and Mutations

Cited by 1,105

Comprehensive and Integrated Genomic Characterization of Adult Soft Tissue Sarcomas

Abeshouse, A., Adebamowo, C., Adebamowo, S. N., Akbani, R., Akeredolu, T., Ally, A., Anderson, M. L., Anur, P., Appelbaum, E. L., Armenia, J., et al. (2017) · Cell

Sarcoma Diagnosis and TreatmentChromatin Remodeling and Cancer

Cited by 1,069

A structural variation reference for medical and population genetics

Collins, R. L., Brand, H., Karczewski, K. J., Zhao, X., Alföldi, J., Francioli, L. C., Khera, A. V., Lowther, C., Gauthier, L. D., Wang, H., et al. (2020) · Nature

Genomic variations and chromosomal abnormalitiesGenomics and Rare Diseases

Cited by 1,037

Spatial organization and molecular correlation of tumor-infiltrating lymphocytes using deep learning on pathology images

Saltz, J., Gupta, R., Hou, L., Kurc, T., Singh, P., Nguyen, V., Samaras, D., Shroyer, K. R., Zhao, T., Batiste, R., et al. (2018) · Cell Reports

AI in cancer detectionCancer Immunotherapy and Biomarkers

Cited by 1,027

Resistance to checkpoint blockade therapy through inactivation of antigen presentation

Sade-Feldman, M., Jiao, Y. J., Chen, J. H., Rooney, M. S., Barzily-Rokni, M., Eliane, J.-P., Bjorgaard, S. L., Hammond, M. R., Vitzthum, H., Blackmon, S. M., et al. (2017) · Nature Communications

Cancer Immunotherapy and BiomarkersImmunotherapy and Immune Responses

Cited by 1,005

Widespread Genetic Heterogeneity in Multiple Myeloma: Implications for Targeted Therapy

Lohr, J. G., Stojanov, P., Carter, S. L., Cruz-Gordillo, P., Lawrence, M. S., Auclair, D., Sougnez, C., Knoechel, B., Gould, J., Saksena, G., et al. (2014) · Cancer Cell

Multiple Myeloma Research and TreatmentsCancer Genomics and Diagnostics

Cited by 988

Tumor cells can follow distinct evolutionary paths to become resistant to epidermal growth factor receptor inhibition

Hata, A. N., Niederst, M. J., Archibald, H. L., Gomez-Caraballo, M., Siddiqui, F. M., Mulvey, H. E., Maruvka, Y. E., Ji, F., Bhang, H.-E. C., Krishnamurthy Radhakrishna, V., et al. (2016) · Nature Medicine

Lung Cancer Treatments and MutationsCancer Genomics and Diagnostics

Cited by 985

Genetic and transcriptional evolution alters cancer cell line drug response

Ben-David, U., Siranosian, B., Ha, G., Tang, H., Oren, Y., Hinohara, K., Strathdee, C. A., Dempster, J., Lyons, N. J., Burns, R., et al. (2018) · Nature

Cancer Genomics and DiagnosticsCancer Cells and Metastasis

Cited by 931

RNA-SeQC: RNA-seq metrics for quality control and process optimization

DeLuca, D. S., Levin, J. Z., Sivachenko, A., Fennell, T., Nazaire, M.-D., Williams, C., Reich, M., Winckler, W., & Getz, G. (2012) · Bioinformatics

Genomics and Phylogenetic StudiesSingle-cell and spatial transcriptomics

Cited by 899

Patterns of somatic structural variation in human cancer genomes

Li, Y., Roberts, N. D., Wala, J. A., Shapira, O., Schumacher, S. E., Kumar, K., Khurana, E., Waszak, S., Korbel, J. O., Haber, J. E., et al. (2020) · Nature

Cancer Genomics and DiagnosticsGenomic variations and chromosomal abnormalities

Cited by 867

Proteogenomic Characterization Reveals Therapeutic Vulnerabilities in Lung Adenocarcinoma

Gillette, M. A., Satpathy, S., Cao, S., Dhanasekaran, S. M., Vasaikar, S. V., Krug, K., Petralia, F., Li, Y., Liang, W.-W., Reva, B., et al. (2020) · Cell

Lung Cancer Treatments and MutationsLung Cancer Research Studies

Cited by 820

Melanoma genome sequencing reveals frequent PREX2 mutations

Berger, M. F., Hodis, E., Heffernan, T. P., Deribe, Y. L., Lawrence, M. S., Protopopov, A., Ivanova, E., Watson, I. R., Nickerson, E., Ghosh, P., et al. (2012) · Nature

Melanoma and MAPK PathwaysCancer Genomics and Diagnostics

Cited by 756