• DocumentCode
    680210
  • Title

    A new mathematical model for progression of colorectal cancer

  • Author

    Shuhao Sun ; Klebaner, Fima ; Tianhai Tian

  • Author_Institution
    Sch. of Math. Sci., Monash Univ., Melbourne, VIC, Australia
  • fYear
    2013
  • fDate
    18-21 Dec. 2013
  • Firstpage
    560
  • Lastpage
    565
  • Abstract
    Tumorigenesis can be regarded as an evolutionary process, in which the transformation of a normal cell into a tumor cell involves a number of limiting genetic and epigenetic events. To study the progression process, a time scheme has been presented for colorectal cancer through micro-adenoma, small-adenoma, large-adenoma early carcinoma, advanced carcinoma and metastasis processes by an extensive clinical investigation. In addition, a mathematical model has been designed to describe this biological process. It is a challenge to calculate the time required for the first mutation occurs and to determine the influence of tumor size on the mutation rate. In this work we present a general framework to remedy the shortcoming of existing models. By matching the clinical cancer time scheme, we determine the values of a number of parameters, including the selective advantage of cancer cells and initial mutation rate for individual patients. The averaged values of doubling time and selective advantage coefficient generated by our model are consistent with the predictions made by the published models.
  • Keywords
    cancer; cellular biophysics; genetics; advanced carcinoma; colorectal cancer progression; epigenetic events; large adenoma early carcinoma; metastasis; microadenoma; normal cell; small adenoma; tumor cell; tumorigenesis; Equations; Mathematical model; Metastasis; Sociology; Statistics; Tumors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine (BIBM), 2013 IEEE International Conference on
  • Conference_Location
    Shanghai
  • Type

    conf

  • DOI
    10.1109/BIBM.2013.6732558
  • Filename
    6732558