Stochastic modeling of biological reactions
Title | Stochastic modeling of biological reactions |
Publication Type | Journal Article |
Year of Publication | 2008 |
Authors | Gadgil, CJ |
Journal | Journal of the Indian Institute of Science |
Volume | 88 |
Issue | 1 |
Pagination | 45-55 |
Date Published | JAN |
Abstract | Several biological systems comprise of reaction networks where the low number of molecules makes it inappropriate to completely characterize system behavior using a continuous approach. Biological systems are also characterized by discrete states (e.g. infected, dead) that are not amenable to the use of a continuous descriptor. This review discusses the need for adopting a discrete stochastic modeling approach for analyzing biological reactions networks. Various stochastic simulation procedures and theoretical studies are presented. The challenges in the theoretical and computational analysis of discrete stochastic biological reaction networks are discussed. |
Funding Agency | Council of Scientific & Industrial Research (CSIR) - India |
Type of Journal (Indian or Foreign) | Indian |
Impact Factor (IF) | 0.301 |