PNAS paper: A genome-wide network model capturing seed germination reveals coordinated regulation of plant cellular phase transitions.
The paper focuses on seed germination, a trait of key agricultural and ecological significance representing a phase transition from embryonic to vegetative states. It is both the starting point for the majority of world agriculture and determines the entry point of plants into ecosystems. Germination is a complex trait with only a handful of regulators having been identified through classical genetic screens. In this manuscript we generated and analysed a genome-wide network model using publicly available data that describes global transcriptional interactions in Arabidopsis seeds that we term “SeedNet”, and show that SeedNet represents a step-change in our understanding of the regulation of germination.
SeedNet: Global gene interactions during seed germination and dormancy. Genes associated with Dormancy are coloured red, those associated with germination are coloured blue.
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Proceedings of the National Academy of Sciences USA, 2011 108 (23) 9709-9714: http://intl.pnas.org/content/108/23/9709.full
Abstract:
Seed germination is a complex trait of key ecological and
agronomic significance. Few genetic factors regulating germination
have been identified, and the means by which their concerted
action controls this developmental process remains largely unknown.
Using publicly available gene expression data from Arabidopsis
thaliana, we generated a condition-dependent network
model of global transcriptional interactions (SeedNet) that shows
evidence of evolutionary conservation in flowering plants. The
topology of the SeedNet graph reflects the biological process, including
two state-dependent sets of interactions associated with
dormancy or germination. SeedNet highlights interactions between
known regulators of this process and predicts the germinationassociated
function of uncharacterized hub nodes connected to
them with 50% accuracy. An intermediate transition region between
the dormancy and germination subdomains is enriched with
genes involved in cellular phase transitions. The phase transition
regulators SERRATE and EARLY FLOWERING IN SHORT DAYS from
this region affect seed germination, indicating that conserved
mechanisms control transitions in cell identity in plants. The Seed-
Net dormancy region is strongly associated with vegetative abiotic
stress response genes. These data suggest that seed dormancy, an
adaptive trait that arose evolutionarily late, evolved by coopting
existing genetic pathways regulating cellular phase transition and
abiotic stress. SeedNet is available as a community resource (http://
vseed.nottingham.ac.uk) to aid dissection of this complex trait and
gene function in diverse processes.
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