Information propagation within the genetic network of Saccharomyces cerevisiae

Sharif Chowdhury, Jason Lloyd-Price, Olli-Pekka Smolander, Wayne C. V. Baici, Timothy R. Hughes, Olli Yli-Harja, Gordon Chua, Andre S. Ribeiro

    Research output: Contribution to journalArticleScientificpeer-review

    11 Citations (Scopus)
    7 Downloads (Pure)

    Abstract

    Background A gene network's capacity to process information, so as to bind past events to future actions, depends on its structure and logic. From previous and new microarray measurements in Saccharomyces cerevisiae following gene deletions and overexpressions, we identify a core gene regulatory network (GRN) of functional interactions between 328 genes and the transfer functions of each gene. Inferred connections are verified by gene enrichment. Results We find that this core network has a generalized clustering coefficient that is much higher than chance. The inferred Boolean transfer functions have a mean p-bias of 0.41, and thus similar amounts of activation and repression interactions. However, the distribution of p-biases differs significantly from what is expected by chance that, along with the high mean connectivity, is found to cause the core GRN of S. cerevisiae's to have an overall sensitivity similar to critical Boolean networks. In agreement, we find that the amount of information propagated between nodes in finite time series is much higher in the inferred core GRN of S. cerevisiae than what is expected by chance. Conclusions We suggest that S. cerevisiae is likely to have evolved a core GRN with enhanced information propagation among its genes.
    Translated title of the contributionInformation propagation within the genetic network of Saccharomyces cerevisiae
    Original languageEnglish
    Pages (from-to)1-10
    Number of pages10
    JournalBMC Systems Biology
    Volume4
    Issue number143
    DOIs
    Publication statusPublished - 2010
    Publication typeA1 Journal article-refereed

    Publication forum classification

    • Publication forum level 2

    Fingerprint

    Dive into the research topics of 'Information propagation within the genetic network of Saccharomyces cerevisiae'. Together they form a unique fingerprint.

    Cite this