• DocumentCode
    1674938
  • Title

    Methylation Inhibitors and Carcinogens in an Agent-Based Model for Colon Crypt Dynamics during Cancer Development

  • Author

    Roznovat, Irina A. ; Ruskin, Heather J.

  • Author_Institution
    Centre for Sci. Comput. & Complex Syst. Modelling (SCI-SYM), Dublin City Univ., Dublin, Ireland
  • fYear
    2013
  • Firstpage
    152
  • Lastpage
    157
  • Abstract
    Cancer, (uncontrolled cell proliferation), has demonstrably high impact on human life: complex feelings and lifestyle changes, caused by malignancy, affect not only patients, but also family and friends. Cancer origin has been linked to genetic and epigenetic abnormalities that target stem cells. Here, we introduce an agent-based model for colon crypt dynamics, where the agents represent three cell types: stem, progenitor and differentiated cells. Additionally, we describe two test cases developed to analyse the influence of epigenetic inhibitors and carcinogens in tumour development. The focus is on the way in which DNA methylation patterns can be affected by de-regulations in cellular mechanisms in the colon crypt during cancer initiation and progression. Results to date have shown significant differences in average DNA methylation level for crypts, where epigenetic inhibitors have been temporarily or permanently present, in comparison to those with no such inhibitors. Considerable variation in methylation level has also been observed in systems affected by carcinogens, compared to those unaffected.
  • Keywords
    DNA; biochemistry; biological organs; cancer; cellular biophysics; genetics; inhibitors; molecular biophysics; tumours; DNA methylation patterns; agent-based model; average DNA methylation level; cancer development; cancer initiation; cancer progression; carcinogens; cell types; cellular mechanisms; colon crypt dynamics; differentiated cells; epigenetic abnormalities; genetic abnormalities; malignancy; methylation inhibitors; progenitor cells; stem cells; tumour development; uncontrolled cell proliferation; Cancer; Colon; Cryptography; DNA; Inhibitors; Stem cells; Tumors; agent-based; carcinogen; colon crypt; colorectal cancer dynamics; computational model; epigenetics; methylation inhibitor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modelling Symposium (EMS), 2013 European
  • Conference_Location
    Manchester
  • Print_ISBN
    978-1-4799-2577-3
  • Type

    conf

  • DOI
    10.1109/EMS.2013.27
  • Filename
    6779838