ArticlePloS one2017
Probing the stochastic property of endoreduplication in cell size determination of Arabidopsis thaliana leaf epidermal tissue.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 40 citations in OpenAlex.
- Molecular regulation of plant endoreduplication: core mechanisms and their upstream control.Plant molecular biology · 2026Review
- How stochastic cell fate and endoreduplication yield non-random epidermal patterns.Quantitative plant biology · 2026Article
- Comparative analysis to investigate a possible mechanism for cell enlargement in succulent leaves of Crassothonna capensis (Asteraceae).Journal of plant research · 2026Article
- A CRISPR/Cas9-induced restoration of bioluminescence reporter system for single-cell gene expression analysis in plants.Scientific reports · 2025Article
- A common pathway controls cell size in the sepal and leaf epidermis leading to a nonrandom pattern of giant cells.PLoS biology · 2025Article
- Image-Based Quantitative Analysis of Epidermal Morphology in Wild Potato Leaves.Plants (Basel, Switzerland) · 2024Article
- ATML1 Regulates the Differentiation of ER Body-Containing Large Pavement Cells in Rosette Leaves of Brassicaceae Plants.Plant & cell physiology · 2024Article
- Leaf form diversity and evolution: a never-ending story in plant biology.Journal of plant research · 2024Review
- The Arabidopsis leaf quantitative atlas: a cellular and subcellular mapping through unified data integration.Quantitative plant biology · 2024Article
- The Ubiquitin-26S Proteasome System-A Versatile Player Worthy of Close Attention in Plants.International journal of molecular sciences · 2023Article
- Anisotropic cell growth at the leaf base promotes age-related changes in leaf shape in Arabidopsis thaliana.The Plant cell · 2023Article
- Cycling in a crowd: Coordination of plant cell division, growth, and cell fate.The Plant cell · 2022Review
- Developmental stochasticity and variation in floral phyllotaxis.Journal of plant research · 2021Review
- Histone Deubiquitinase OTU1 Epigenetically Regulates DA1 and DA2, Which Control Arabidopsis Seed and Organ Size.iScience · 2020Article
- Organ-wide and ploidy-dependent regulation both contribute to cell-size determination: evidence from a computational model of tomato fruit.Journal of experimental botany · 2019Article
- Re-examination of the role of endoreduplication on cell-size control in leaves.Journal of plant research · 2019Review
- Expression of a Chloroplast-Targeted Cyanobacterial Flavodoxin in Tomato Plants Increases Harvest Index by Altering Plant Size and Productivity.Frontiers in plant science · 2019Article
Corrections and comments
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
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Abstract
Cell size distribution is highly reproducible, whereas the size of individual cells often varies greatly within a tissue. This is obvious in a population of Arabidopsis thaliana leaf epidermal cells, which ranged from 1,000 to 10,000 μm2 in size. Endoreduplication is a specialized cell cycle in which nuclear genome size (ploidy) is doubled in the absence of cell division. Although epidermal cells require endoreduplication to enhance cellular expansion, the issue of whether this mechanism is sufficient for explaining cell size distribution remains unclear due to a lack of quantitative understanding linking the occurrence of endoreduplication with cell size diversity. Here, we addressed this question by quantitatively summarizing ploidy profile and cell size distribution using a simple theoretical framework. We first found that endoreduplication dynamics is a Poisson process through cellular maturation. This finding allowed us to construct a mathematical model to predict the time evolution of a ploidy profile with a single rate constant for endoreduplication occurrence in a given time. We reproduced experimentally measured ploidy profile in both wild-type leaf tissue and endoreduplication-related mutants with this analytical solution, further demonstrating the probabilistic property of endoreduplication. We next extended the mathematical model by incorporating the element that cell size is determined according to ploidy level to examine cell size distribution. This analysis revealed that cell size is exponentially enlarged 1.5 times every endoreduplication round. Because this theoretical simulation successfully recapitulated experimentally observed cell size distributions, we concluded that Poissonian endoreduplication dynamics and exponential size-boosting are the sources of the broad cell size distribution in epidermal tissue. More generally, this study contributes to a quantitative understanding whereby stochastic dynamics generate steady-state biological heterogeneity.
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