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David Scott

David Scott

· Noah Harding Professor EmeritusVerified

Rice University · Computational Finance

Active 1962–2023

h-index42
Citations14.0k
Papers14016 last 5y
Funding$380k
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Research topics

  • Biology
  • Genetics
  • Computational biology
  • Evolutionary biology

Selected publications

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

    Nature Genetics · 2020 · 305 citations

    • Biology
    • Genetics
    • Computational biology

    Chromatin is folded into successive layers to organize linear DNA. Genes within the same topologically associating domains (TADs) demonstrate similar expression and histone-modification profiles, and boundaries separating different domains have important roles in reinforcing the stability of these features. Indeed, domain disruptions in human cancers can lead to misregulation of gene expression. However, the frequency of domain disruptions in human cancers remains unclear. Here, as part of the Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium of the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA), which aggregated whole-genome sequencing data from 2,658 cancers across 38 tumor types, we analyzed 288,457 somatic structural variations (SVs) to understand the distributions and effects of SVs across TADs. Notably, SVs can lead to the fusion of discrete TADs, and complex rearrangements markedly change chromatin folding maps in the cancer genomes. Notably, only 14% of the boundary deletions resulted in a change in expression in nearby genes of more than twofold.

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

    Nature Genetics · 2020 · 763 citations

    • Biology
    • Computational biology
    • Genetics

    Chromothripsis is a mutational phenomenon characterized by massive, clustered genomic rearrangements that occurs in cancer and other diseases. Recent studies in selected cancer types have suggested that chromothripsis may be more common than initially inferred from low-resolution copy-number data. Here, as part of the Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium of the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA), we analyze patterns of chromothripsis across 2,658 tumors from 38 cancer types using whole-genome sequencing data. We find that chromothripsis events are pervasive across cancers, with a frequency of more than 50% in several cancer types. Whereas canonical chromothripsis profiles display oscillations between two copy-number states, a considerable fraction of events involve multiple chromosomes and additional structural alterations. In addition to non-homologous end joining, we detect signatures of replication-associated processes and templated insertions. Chromothripsis contributes to oncogene amplification and to inactivation of genes such as mismatch-repair-related genes. These findings show that chromothripsis is a major process that drives genome evolution in human cancer.

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

    Nature Genetics · 2020 · 473 citations

    • Biology
    • Genetics
    • Computational biology

    About half of all cancers have somatic integrations of retrotransposons. Here, to characterize their role in oncogenesis, we analyzed the patterns and mechanisms of somatic retrotransposition in 2,954 cancer genomes from 38 histological cancer subtypes within the framework of the Pan-Cancer Analysis of Whole Genomes (PCAWG) project. We identified 19,166 somatically acquired retrotransposition events, which affected 35% of samples and spanned a range of event types. Long interspersed nuclear element (LINE-1; L1 hereafter) insertions emerged as the first most frequent type of somatic structural variation in esophageal adenocarcinoma, and the second most frequent in head-and-neck and colorectal cancers. Aberrant L1 integrations can delete megabase-scale regions of a chromosome, which sometimes leads to the removal of tumor-suppressor genes, and can induce complex translocations and large-scale duplications. Somatic retrotranspositions can also initiate breakage-fusion-bridge cycles, leading to high-level amplification of oncogenes. These observations illuminate a relevant role of L1 retrotransposition in remodeling the cancer genome, with potential implications for the development of human tumors.

Recent grants

Frequent coauthors

  • Lars Feuerbach

    German Cancer Research Center

    23 shared
  • Alexander Martínez-Fundichely

    Presbyterian Hospital

    23 shared
  • Montserrat Puiggròs

    23 shared
  • Kathleen H. Burns

    21 shared
  • Izar Villasante

    Josep Carreras Leukaemia Research Institute

    21 shared
  • Geoff Macintyre

    Spanish National Cancer Research Centre

    21 shared
  • Rory Johnson

    University Hospital of Bern

    21 shared
  • Eunjung Alice Lee

    Broad Institute

    21 shared

Education

  • PhD, Mathematical Sciences

    Rice University

    1976

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