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Automatic detection of changes in the dynamics of delayed stochastic gene networks and in vivo production of RNA molecules in Escherichia coli
Author(s) -
Jarno Mäkelä,
Heikki Huttunen,
Meenakshisundaram Kandhavelu,
Olli YliHarja,
André S. Ribeiro
Publication year - 2011
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btr471
Subject(s) - escherichia coli , in vivo , dynamics (music) , rna , gene , computational biology , biology , production (economics) , genetics , physics , macroeconomics , acoustics , economics
Production and degradation of RNA and proteins are stochastic processes, difficulting the distinction between spurious fluctuations in their numbers and changes in the dynamics of a genetic circuit. An accurate method of change detection is key to analyze plasticity and robustness of stochastic genetic circuits.

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