Gerstung, Moritz

Genomic classification and prognosis in acute myeloid leukemia

Papaemmanuil, E., Gerstung, M., Bullinger, L., Gaidzik, V. I., Paschka, P., Roberts, N. D., Potter, N. E., Heuser, M., Thol, F., Bolli, N., et al. (2016) · New England Journal of Medicine

Acute Myeloid Leukemia ResearchRetinoids in leukemia and cellular processes

Cited by 4,350

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

Landscape of somatic mutations in 560 breast cancer whole-genome sequences

Nik-Zainal, S., Davies, H., Staaf, J., Ramakrishna, M., Glodzik, D., Zou, X., Martincorena, I., Alexandrov, L. B., Martin, S., Wedge, D. C., et al. (2016) · Nature

Cancer Genomics and DiagnosticsBRCA gene mutations in cancer

Cited by 2,218

Clinical and biological implications of driver mutations in myelodysplastic syndromes

Papaemmanuil, E., Gerstung, M., Malcovati, L., Tauro, S., Gundem, G., Van Loo, P., Yoon, C. J., Ellis, P., Wedge, D. C., Pellagatti, A., et al. (2013) · Blood

Acute Myeloid Leukemia ResearchCancer Genomics and Diagnostics

Cited by 1,832

High burden and pervasive positive selection of somatic mutations in normal human skin

Martincorena, I., Roshan, A., Gerstung, M., Ellis, P., Van Loo, P., McLaren, S., Wedge, D. C., Fullam, A., Alexandrov, L. B., Tubio, J. M., et al. (2015) · Science

Cancer Genomics and DiagnosticsNonmelanoma Skin Cancer Studies

Cited by 1,770

Universal Patterns of Selection in Cancer and Somatic Tissues

Martincorena, I., Raine, K. M., Gerstung, M., Dawson, K. J., Haase, K., Van Loo, P., Davies, H., Stratton, M. R., & Campbell, P. J. (2017) · Cell

Cancer Genomics and DiagnosticsEvolution and Genetic Dynamics

Cited by 1,523

Cell2location maps fine-grained cell types in spatial transcriptomics

Kleshchevnikov, V., Shmatko, A., Dann, E., Aivazidis, A., King, H. W., Li, T., Elmentaite, R., Lomakin, A., Kedlian, V., Gayoso, A., et al. (2022) · Nature Biotechnology

Single-cell and spatial transcriptomicsGene expression and cancer classification

Cited by 1,279

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

Prediction of acute myeloid leukaemia risk in healthy individuals

Abelson, S., Collord, G., Ng, S. W. K., Weissbrod, O., Mendelson Cohen, N., Niemeyer, E., Barda, N., Zuzarte, P. C., Heisler, L., Sundaravadanam, Y., et al. (2018) · Nature

Acute Myeloid Leukemia ResearchCancer Genomics and Diagnostics

Cited by 850

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

Somatic mutation rates scale with lifespan across mammals

Cagan, A., Baez-Ortega, A., Brzozowska, N., Abascal, F., Coorens, T. H. H., Sanders, M. A., Lawson, A. R. J., Harvey, L. M. R., Bhosle, S., Jones, D., et al. (2021) · Nature

Genetics, Aging, and Longevity in Model OrganismsCancer Genomics and Diagnostics

Cited by 482

Somatic mutation rates scale with lifespan across mammals

Cagan, A., Baez-Ortega, A., Brzozowska, N., Abascal, F., Coorens, T. H. H., Sanders, M. A., Lawson, A. R. J., Harvey, L. M. R., Bhosle, S., Jones, D., et al. (2022) · Nature

Genetics, Aging, and Longevity in Model OrganismsCancer Genomics and Diagnostics

Cited by 481

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

Artificial intelligence in histopathology: enhancing cancer research and clinical oncology

Shmatko, A., Ghaffari Laleh, N., Gerstung, M., & Kather, J. N. (2022) · Nature Cancer

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 446

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

Cited by 412

The longitudinal dynamics and natural history of clonal haematopoiesis

Fabre, M. A., de Almeida, J. G., Fiorillo, E., Mitchell, E., Damaskou, A., Rak, J., Orrù, V., Marongiu, M., Chapman, M. S., Vijayabaskar, M. S., et al. (2022) · Nature

Acute Myeloid Leukemia ResearchCancer Genomics and Diagnostics

Cited by 374

Extensive heterogeneity in somatic mutation and selection in the human bladder

Lawson, A. R. J., Abascal, F., Coorens, T. H. H., Hooks, Y., O’Neill, L., Latimer, C., Raine, K., Sanders, M. A., Warren, A. Y., Mahbubani, K. T. A., et al. (2020) · Science

Cancer Genomics and DiagnosticsBladder and Urothelial Cancer Treatments

Cited by 311

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

Cited by 283

Genomic landscape and chronological reconstruction of driver events in multiple myeloma

Maura, F., Bolli, N., Angelopoulos, N., Dawson, K. J., Leongamornlert, D., Martincorena, I., Mitchell, T. J., Fullam, A., Gonzalez, S., Szalat, R., et al. (2019) · Nature Communications

Multiple Myeloma Research and TreatmentsCancer Genomics and Diagnostics

Cited by 278

Mutant clones in normal epithelium outcompete and eliminate emerging tumours

Colom, B., Herms, A., Hall, M. W. J., Dentro, S. C., King, C., Sood, R. K., Alcolea, M. P., Piedrafita, G., Fernandez-Antoran, D., Ong, S. H., et al. (2021) · Nature

Cancer Genomics and DiagnosticsCancer Cells and Metastasis

Cited by 192

Genomic copy number predicts esophageal cancer years before transformation

Killcoyne, S., Gregson, E., Wedge, D. C., Woodcock, D. J., Eldridge, M. D., de la Rue, R., Miremadi, A., Abbas, S., Blasko, A., Kosmidou, C., et al. (2020) · Nature Medicine

Esophageal Cancer Research and TreatmentCancer Genomics and Diagnostics

Cited by 149

Notch1 mutations drive clonal expansion in normal esophageal epithelium but impair tumor growth

Abby, E., Dentro, S. C., Hall, M. W. J., Fowler, J. C., Ong, S. H., Sood, R., Herms, A., Piedrafita, G., Abnizova, I., Siebel, C. W., et al. (2023) · Nature Genetics

Developmental Biology and Gene RegulationCancer Genomics and Diagnostics

Cited by 121

Learning the natural history of human disease with generative transformers

Shmatko, A., Jung, A. W., Gaurav, K., Brunak, S., Mortensen, L. H., Birney, E., Fitzgerald, T., & Gerstung, M. (2025) · Nature

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 110