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
Link To Document