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
Link To Document :
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