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
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