Simulation modeling of carcinogenesis.

Abstract:

:A discrete-time simulation model of carcinogenesis is described mathematically using recursive relationships between time-varying model variables. The dynamics of cellular behavior is represented within a biological framework that encompasses two irreversible and heritable genetic changes. Empirical data and biological supposition dealing with both control and experimental animal groups are used together to establish values for model input variables. The estimation of these variables is integral to the simulation process as described in step-by-step detail. Hepatocarcinogenesis in male F344 rats provides the basis for seven modeling scenarios which illustrate the complexity of relationships among cell proliferation, genotoxicity, and tumor risk.

journal_name

Toxicol Appl Pharmacol

authors

Ellwein LB,Cohen SM

doi

10.1016/0041-008x(92)90013-i

subject

Has Abstract

pub_date

1992-03-01 00:00:00

pages

98-108

issue

1

eissn

0041-008X

issn

1096-0333

journal_volume

113

pub_type

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