A computational model for the cancer field effect.

Karl Deutscher,Thomas Hillen,Jay Newby

Frontiers in artificial intelligence(2023)

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摘要
Using simulations we support the understanding that tobacco smoking is a potent carcinogen, which can be reinforced by alcohol consumption. The effect of alcohol alone is significantly less than the effect of tobacco. We further observe that pairing tumor excision with field removal delays recurrence compared to tumor excision alone. We track cell lineages and find that, in most cases, a polyclonal field develops, where the number of distinct cell lineages decreases over time as some lineages become dominant over others. Finally, we find tumor masses rarely form via monoclonal origin.
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关键词
cancer field effect,field cancerization,carcinogenesis,head and neck squamous cell carcinoma,computational modeling,hybrid cellular automaton
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