McDermott, Ultan

Signatures of mutational processes in human cancer

Initiative, A. P. C. G., Alexandrov, L. B., ICGC Breast Cancer Consortium, ICGC MMML-Seq Consortium, PedBrain, I., Nik-Zainal, S., Wedge, D. C., Aparicio, S. A. J. R., Behjati, S., Biankin, A. V., et al. (2013) · Nature

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

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Genomics of Drug Sensitivity in Cancer (GDSC): a resource for therapeutic biomarker discovery in cancer cells

Yang, W., Soares, J., Greninger, P., Edelman, E. J., Lightfoot, H., Forbes, S., Bindal, N., Beare, D., Smith, J. A., Thompson, I. R., et al. (2012) · Nucleic Acids Research

Cancer Genomics and DiagnosticsComputational Drug Discovery Methods

Cited by 4,051

The repertoire of mutational signatures in human cancer

Alexandrov, L. B., Kim, J., Haradhvala, N. J., Huang, M. N., Tian Ng, A. W., Wu, Y., Boot, A., Covington, K. R., Gordenin, D. A., Bergstrom, E. N., et al. (2020) · Nature

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

Cited by 3,496

Pan-cancer analysis of whole genomes

The ICGC/TCGA Pan-Cancer Analysis of Whole Genomes Consortium, Aaltonen, L. A., Abascal, F., Abeshouse, A., Aburatani, H., Adams, D. J., Agrawal, N., Ahn, K. S., Ahn, S.-M., Aikata, H., et al. (2020) · Nature

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

Cited by 3,064

A Chromatin-Mediated Reversible Drug-Tolerant State in Cancer Cell Subpopulations

Sharma, S. V., Lee, D. Y., Li, B., Quinlan, M. P., Takahashi, F., Maheswaran, S., McDermott, U., Azizian, N., Zou, L., Fischbach, M. A., et al. (2010) · Cell

Cancer Cells and MetastasisEpigenetics and DNA Methylation

Cited by 2,770

Systematic identification of genomic markers of drug sensitivity in cancer cells

Garnett, M. J., Edelman, E. J., Heidorn, S. J., Greenman, C. D., Dastur, A., Lau, K. W., Greninger, P., Thompson, I. R., Luo, X., Soares, J., et al. (2012) · Nature

Cancer Genomics and DiagnosticsLung Cancer Treatments and Mutations

Cited by 2,456

Prospective Derivation of a Living Organoid Biobank of Colorectal Cancer Patients

van de Wetering, M., Francies, H. E., Francis, J. M., Bounova, G., Iorio, F., Pronk, A., van Houdt, W., van Gorp, J., Taylor-Weiner, A., Kester, L., et al. (2015) · Cell

Cancer Cells and MetastasisColorectal Cancer Treatments and Studies

Cited by 2,408

A Landscape of Pharmacogenomic Interactions in Cancer

Iorio, F., Knijnenburg, T. A., Vis, D. J., Bignell, G. R., Menden, M. P., Schubert, M., Aben, N., Gonçalves, E., Barthorpe, S., Lightfoot, H., et al. (2016) · Cell

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

Cited by 2,090

The evolutionary history of 2,658 cancers

Gerstung, M., Jolly, C., Leshchiner, I., Dentro, S. C., Gonzalez, S., Rosebrock, D., Mitchell, T. J., Rubanova, Y., Anur, P., Yu, K., et al. (2020) · Nature

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

Cited by 1,057

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

A CRISPR Dropout Screen Identifies Genetic Vulnerabilities and Therapeutic Targets in Acute Myeloid Leukemia

Tzelepis, K., Koike-Yusa, H., De Braekeleer, E., Li, Y., Metzakopian, E., Dovey, O. M., Mupo, A., Grinkevich, V., Li, M., Mazan, M., et al. (2016) · Cell Reports

Acute Myeloid Leukemia ResearchChromatin Remodeling and Cancer

Cited by 761

Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing

Cortés-Ciriano, I., Lee, J. J.-K., Xi, R., Jain, D., Jung, Y. L., Yang, L., Gordenin, D., Klimczak, L. J., Zhang, C.-Z., Pellman, D. S., et al. (2020) · Nature Genetics

Cancer Genomics and DiagnosticsGenomic variations and chromosomal abnormalities

Cited by 712

Low MITF/AXL ratio predicts early resistance to multiple targeted drugs in melanoma

Müller, J., Krijgsman, O., Tsoi, J., Robert, L., Hugo, W., Song, C., Kong, X., Possik, P. A., Cornelissen-Steijger, P. D. M., Foppen, M. H. G., et al. (2014) · Nature Communications

Melanoma and MAPK PathwaysLung Cancer Treatments and Mutations

Cited by 639

Pan-cancer analysis of whole genomes identifies driver rearrangements promoted by LINE-1 retrotransposition

Rodriguez-Martin, B., Alvarez, E. G., Baez-Ortega, A., Zamora, J., Supek, F., Demeulemeester, J., Santamarina, M., Ju, Y. S., Temes, J., Garcia-Souto, D., et al. (2020) · Nature Genetics

Genomic variations and chromosomal abnormalitiesCancer Genomics and Diagnostics

Cited by 451

MED12 Controls the Response to Multiple Cancer Drugs through Regulation of TGF-β Receptor Signaling

Huang, S., Hölzel, M., Knijnenburg, T., Schlicker, A., Roepman, P., McDermott, U., Garnett, M., Grernrum, W., Sun, C., Prahallad, A., et al. (2012) · Cell

TGF-β signaling in diseasesLung Cancer Treatments and Mutations

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Extensive transduction of nonrepetitive DNA mediated by L1 retrotransposition in cancer genomes

Tubio, J. M. C., Li, Y., Ju, Y. S., Martincorena, I., Cooke, S. L., Tojo, M., Gundem, G., Pipinikas, C. P., Zamora, J., Raine, K., et al. (2014) · Science

Chromosomal and Genetic VariationsGenomic variations and chromosomal abnormalities

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Disruption of chromatin folding domains by somatic genomic rearrangements in human cancer

Akdemir, K. C., Le, V. T., Chandran, S., Li, Y., Verhaak, R. G., Beroukhim, R., Campbell, P. J., Chin, L., Dixon, J. R., Futreal, P. A., et al. (2020) · Nature Genetics

Genomics and Chromatin DynamicsChromatin Remodeling and Cancer

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Mutational signatures of ionizing radiation in second malignancies

Behjati, S., Gundem, G., Wedge, D. C., Roberts, N. D., Tarpey, P. S., Cooke, S. L., Van Loo, P., Alexandrov, L. B., Ramakrishna, M., Davies, H., et al. (2016) · Nature Communications

Cancer Genomics and DiagnosticsDNA Repair Mechanisms

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Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning

Sirinukunwattana, K., Domingo, E., Richman, S. D., Redmond, K. L., Blake, A., Verrill, C., Leedham, S. J., Chatzipli, A., Hardy, C., Whalley, C. M., et al. (2021) · Gut

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

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Recurrent mutation of IGF signalling genes and distinct patterns of genomic rearrangement in osteosarcoma

Behjati, S., Tarpey, P. S., Haase, K., Ye, H., Young, M. D., Alexandrov, L. B., Farndon, S. J., Collord, G., Wedge, D. C., Martincorena, I., et al. (2017) · Nature Communications

Sarcoma Diagnosis and TreatmentBone Tumor Diagnosis and Treatments

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A YAP/FOXM1 axis mediates EMT-associated EGFR inhibitor resistance and increased expression of spindle assembly checkpoint components

Nilsson, M. B., Sun, H., Robichaux, J., Pfeifer, M., McDermott, U., Travers, J., Diao, L., Xi, Y., Tong, P., Shen, L., et al. (2020) · Science Translational Medicine

Lung Cancer Treatments and MutationsHippo pathway signaling and YAP/TAZ

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Logic models to predict continuous outputs based on binary inputs with an application to personalized cancer therapy

Knijnenburg, T. A., Klau, G. W., Iorio, F., Garnett, M. J., McDermott, U., Shmulevich, I., & Wessels, L. F. A. (2016) · Scientific Reports

Gene Regulatory Network AnalysisExplainable Artificial Intelligence (XAI)

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