Unveiling Stem Cell Induction Mechanisms From Spatiotemporal Cell-Type-Specific Gene Regulatory Networks In Postembryonic Root Organogensis
Cabrera, J.; Sanchez-Corrionero, A.; de Luis Balaguer, A.; Serrano-Ron, L.; del Barrio, C.; Cubas, P.; Perez-Garcia, P.; Sozzani, R.; Moreno-Risueno, M.
Show abstract
Plants grow continuously by developing new organs, a complex process that requires the formation of specific and functional tissue patterns. Tap root systems, as observed in Arabidopsis thaliana, undergo lateral root formation, a developmental mechanism that necessitates the establishment of stem cell lineages. However, the underlying mechanisms remain poorly understood. We have reconstructed a spatiotemporal cell-type-specific transcriptional map of early lateral root organogenesis in Arabidopsis, profiling single and double fluorescent markers across 8 different cell types in the root stem cell lineage. Employing dynamic Bayesian network inference, based on time-course experiments and developmental time, alongside tree-based methods, we investigated lineage developmental progression and precursor stem-cell specification. Our results reveal a morphogenic cascade of hierarchical interdependent transcription factors driving stem cell initiation, and identify the QC/Endodermis transitioning cells as root stem cell progenitors. The associated formative program involves a profound transcriptomic re-arrangement, which, remarkably, precedes the activation of known stem-cell transcriptional signatures. Our data support a model in which root-stem-cell networks do not initiate stem formation, although various stem cell regulators are involved. Collectively, our study identifies core transcriptional signatures associated with stem cell induction and elucidates the dynamic regulatory mechanism driving early stem cell lineage establishment.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Stem-cell-ubiquitous genes spatiotemporally coordinate division through regulation of stem-cell-specific gene networks 97%
- Strigolactones optimise plant water usage by modulating vessel formation 96%
- A Day in the Life of Arabidopsis: 24-Hour Time-lapse Single-nucleus Transcriptomics Reveal Cell-type specific Circadian Rhythms 95%
Similar papers in this journal
Similar papers in this journal
- Spatial consistency of cell growth direction during organ morphogenesis requires CELLULOSE-SYNTHASE INTERACTIVE1 94%
- A Retinoic Acid:YAP1 signaling axis controls atrial lineage commitment 94%
- Modular mechanisms of immune priming and growth inhibition mediated by plant effector-triggered immunity 93%
Similar papers in this journal
- Tbx1 stabilizes differentiation of the cardiopharyngeal mesoderm and drives morphogenesis in the pharyngeal apparatus 94%
- Gastruloid-derived Primordial Germ Cell-like Cells (Gld-PGCLCs) develop dynamically within integrated tissues 93%
- Neural crest induction requires SALL4-mediated BAF recruitment to lineage specific enhancers 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.