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A mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem

The shoot apical meristem (SAM) is the primary stem cell niche in plant shoots. Stem cells in the SAM are controlled by an intricate regulatory network, including negative feedback between WUSCHEL (WUS) and CLAVATA3 (CLV3). Recently, we identified a group of signals, Epidermal Patterning Factor-Like...

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Autores principales: Liu, Ziyi, Shpak, Elena D., Hong, Tian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7720093/
https://www.ncbi.nlm.nih.gov/pubmed/33335685
http://dx.doi.org/10.1016/j.csbj.2020.11.017
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author Liu, Ziyi
Shpak, Elena D.
Hong, Tian
author_facet Liu, Ziyi
Shpak, Elena D.
Hong, Tian
author_sort Liu, Ziyi
collection PubMed
description The shoot apical meristem (SAM) is the primary stem cell niche in plant shoots. Stem cells in the SAM are controlled by an intricate regulatory network, including negative feedback between WUSCHEL (WUS) and CLAVATA3 (CLV3). Recently, we identified a group of signals, Epidermal Patterning Factor-Like (EPFL) proteins, that are produced at the peripheral region and are important for SAM homeostasis. Here, we present a mathematical model for the SAM regulatory network. The model revealed that the SAM uses EPFL and signals such as HAIRY MERISTEM from the middle in a synergistic manner to constrain both WUS and CLV3. We found that interconnected negative and positive feedbacks between WUS and CLV3 ensure stable WUS expression in the SAM when facing perturbations, and the positive feedback loop also maintains distinct cell populations containing WUS(on) and CLV3(on) cells in the apical-basal direction. Furthermore, systematic perturbations of the parameters revealed a tradeoff between optimizations of multiple patterning features. Our results provide a holistic view of the regulation of SAM patterning in multiple dimensions. They give insights into how Arabidopsis integrates signals from lateral and apical-basal axes to control the SAM patterning, and they shed light into design principles that may be widely useful for understanding regulatory networks of stem cell niche.
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spelling pubmed-77200932020-12-16 A mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem Liu, Ziyi Shpak, Elena D. Hong, Tian Comput Struct Biotechnol J Research Article The shoot apical meristem (SAM) is the primary stem cell niche in plant shoots. Stem cells in the SAM are controlled by an intricate regulatory network, including negative feedback between WUSCHEL (WUS) and CLAVATA3 (CLV3). Recently, we identified a group of signals, Epidermal Patterning Factor-Like (EPFL) proteins, that are produced at the peripheral region and are important for SAM homeostasis. Here, we present a mathematical model for the SAM regulatory network. The model revealed that the SAM uses EPFL and signals such as HAIRY MERISTEM from the middle in a synergistic manner to constrain both WUS and CLV3. We found that interconnected negative and positive feedbacks between WUS and CLV3 ensure stable WUS expression in the SAM when facing perturbations, and the positive feedback loop also maintains distinct cell populations containing WUS(on) and CLV3(on) cells in the apical-basal direction. Furthermore, systematic perturbations of the parameters revealed a tradeoff between optimizations of multiple patterning features. Our results provide a holistic view of the regulation of SAM patterning in multiple dimensions. They give insights into how Arabidopsis integrates signals from lateral and apical-basal axes to control the SAM patterning, and they shed light into design principles that may be widely useful for understanding regulatory networks of stem cell niche. Research Network of Computational and Structural Biotechnology 2020-11-21 /pmc/articles/PMC7720093/ /pubmed/33335685 http://dx.doi.org/10.1016/j.csbj.2020.11.017 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Liu, Ziyi
Shpak, Elena D.
Hong, Tian
A mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem
title A mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem
title_full A mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem
title_fullStr A mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem
title_full_unstemmed A mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem
title_short A mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem
title_sort mathematical model for understanding synergistic regulations and paradoxical feedbacks in the shoot apical meristem
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7720093/
https://www.ncbi.nlm.nih.gov/pubmed/33335685
http://dx.doi.org/10.1016/j.csbj.2020.11.017
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