Information propagation within the genetic network of Saccharomyces cerevisiae

Julkaisun otsikon käännös: 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

    Tutkimustuotos: ArtikkeliTieteellinenvertaisarvioitu

    11 Sitaatiot (Scopus)
    7 Lataukset (Pure)

    Abstrakti

    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.
    Julkaisun otsikon käännösInformation propagation within the genetic network of Saccharomyces cerevisiae
    AlkuperäiskieliEnglanti
    Sivut1-10
    Sivumäärä10
    JulkaisuBMC Systems Biology
    Vuosikerta4
    Numero143
    DOI - pysyväislinkit
    TilaJulkaistu - 2010
    OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

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