Stochastic modeling of biological reactions

TitleStochastic modeling of biological reactions
Publication TypeJournal Article
Year of Publication2008
AuthorsGadgil, CJ
JournalJournal of the Indian Institute of Science
Volume88
Issue1
Pagination45-55
Date PublishedJAN
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
Divison category: 
Biochemical Sciences