ArticleBMC systems biology2010
Single-cell and coupled GRN models of cell patterning in the Arabidopsis thaliana root stem cell niche.
Article in BMC systems biology, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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27 citing papers in PubMed, 89 citations in OpenAlex.
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- A system-level mechanistic explanation for asymmetric stem cell fates: Arabidopsis thaliana root niche as a study system.Scientific reports · 2020Article
- Griffin: A Tool for Symbolic Inference of Synchronous Boolean Molecular Networks.Frontiers in genetics · 2018Article
- A dynamic genetic-hormonal regulatory network model explains multiple cellular behaviors of the root apical meristem of Arabidopsis thaliana.PLoS computational biology · 2017Article
- Gene regulatory network underlying the immortalization of epithelial cells.BMC systems biology · 2017Article
- A Dynamic Gene Regulatory Network Model That Recovers the Cyclic Behavior of Arabidopsis thaliana Cell Cycle.PLoS computational biology · 2015Article
- Development of cell differentiation in the transition to multicellularity: a dynamical modeling approach.Frontiers in microbiology · 2015Article
- ARACNe-based inference, using curated microarray data, of Arabidopsis thaliana root transcriptional regulatory networks.BMC plant biology · 2014Article
- Mechanical forces as information: an integrated approach to plant and animal development.Frontiers in plant science · 2014Review
- The MADS transcription factor XAL2/AGL14 modulates auxin transport during Arabidopsis root development by regulating PIN expression.The EMBO journal · 2013Article
- An interdisciplinary view on dynamic models for plant genetics and morphogenesis: scope, examples and emerging research avenues.Frontiers in plant science · 2013Article
- Dynamics of cell-fate determination and patterning in the vascular bundles of Arabidopsis thaliana.PloS one · 2013Article
- Finding Missing Interactions of the Arabidopsis thaliana Root Stem Cell Niche Gene Regulatory Network.Frontiers in plant science · 2013Article
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5 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundRecent experimental work has uncovered some of the genetic components required to maintain the Arabidopsis thaliana root stem cell niche (SCN) and its structure. Two main pathways are involved. One pathway depends on the genes SHORTROOT and SCARECROW and the other depends on the PLETHORA genes, which have been proposed to constitute the auxin readouts. Recent evidence suggests that a regulatory circuit, composed of WOX5 and CLE40, also contributes to the SCN maintenance. Yet, we still do not understand how the niche is dynamically maintained and patterned or if the uncovered molecular components are sufficient to recover the observed gene expression configurations that characterize the cell types within the root SCN. Mathematical and computational tools have proven useful in understanding the dynamics of cell differentiation. Hence, to further explore root SCN patterning, we integrated available experimental data into dynamic Gene Regulatory Network (GRN) models and addressed if these are sufficient to attain observed gene expression configurations in the root SCN in a robust and autonomous manner.
resultsWe found that an SCN GRN model based only on experimental data did not reproduce the configurations observed within the root SCN. We developed several alternative GRN models that recover these expected stable gene configurations. Such models incorporate a few additional components and interactions in addition to those that have been uncovered. The recovered configurations are stable to perturbations, and the models are able to recover the observed gene expression profiles of almost all the mutants described so far. However, the robustness of the postulated GRNs is not as high as that of other previously studied networks.
conclusionsThese models are the first published approximations for a dynamic mechanism of the A. thaliana root SCN cellular pattering. Our model is useful to formally show that the data now available are not sufficient to fully reproduce root SCN organization and genetic profiles. We then highlight some experimental holes that remain to be studied and postulate some novel gene interactions. Finally, we suggest the existence of a generic dynamical motif that can be involved in both plant and animal SCN maintenance.
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