A novel first-generation stochastic gene episilencing (STEP1) model is introduced for quantitatively characterizing the probability of in vitro epigenetically silencing (episilencing) specific tumor-suppressor-microRNA (miRNA) genes by carcinogen exposure. Although the focus is mainly on in-vitro exposure of human cells to ionizing radiation, the mathematical formulations presented are general and can be applied to other carcinogens. With the STEP1 model, a fraction fj of the surviving target cells can have their tumorsuppressor- miRNA gene of type j silenced while the remaining fraction, 1 – fj, of the surviving cells do not undergo gene episilencing. Suppressor gene episilencing is assumed to arise as a Poisson process characterized with and exponential distribution of episilencing doses with mean dj. In addition to providing mathematical functions for evaluating the single- target-gene episilencing probability, functions are also provided for the multi-target-gene episilencing probability for simultaneously silencing of multiple tumor-suppressor-miRNA genes. Functional relationships are first developed for moderate doses where adaptive responses are unlikely and are then modified for low doses where adaptation can occur. Results apply to a specific follow-up time t after carcinogen exposure that exceeds the maximum time for the occurrence of an induced episilencing event.
Scott, Bobby R
"FIRST GENERATION STOCHASTIC GENE EPISILENCING (STEP1) MODEL AND APPLICATIONS TO IN VITRO CARCINOGEN EXPOSURE,"
Dose-Response: An International Journal: Vol. 11
, Article 5.
Available at: https://scholarworks.umass.edu/dose_response/vol11/iss1/5