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Complex role of time delay in dynamical coordination of neural progenitor fate decisions mediated by Notch pathway

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  • Zhang, Yuan
  • Cao, Jinde
  • Liu, Lixia
  • Liu, Haihong
  • Li, Zhouhong

Abstract

Although the oscillation and bistability in Notch signaling pathway are essential for neural development, the precise regulation mechanism and biological significance underlying these dynamics have so far remained elusive. In this work, we proposed a specific delayed computational model to qualitatively explore the dynamical coordination of neural progenitor fate decisions. We found that the double-negative feedback loop formed by Hes1 and miR-9 can give rise to bistability that possesses the potential to create two coexisting stable steady states of high and low levels of Hes1, thereby resulting in two distinct fates: quiescent progenitors and differentiated neurons. Furthermore, we theoretically revealed that the time delay resulting from Hes1 protein production can induce stable sustained oscillations through a supercritical Hopf bifurcation, which facilitates the neural progenitor maintenance and proliferation. Uniquely, we discovered an emerging role of the time delay that has ability to trigger spontaneous switches between bistable states without any modification of model parameters and initial conditions, and established the corresponding basins of attraction to illustrate the principle of this time-delay-based switches. Moreover, we observed delay-induced transient chaos phenomenon in our work. Our results are consistent with several experimental observations and theoretical results, which may provide a new clue for exploring the complex regulatory mechanism of neural development.

Suggested Citation

  • Zhang, Yuan & Cao, Jinde & Liu, Lixia & Liu, Haihong & Li, Zhouhong, 2024. "Complex role of time delay in dynamical coordination of neural progenitor fate decisions mediated by Notch pathway," Chaos, Solitons & Fractals, Elsevier, vol. 180(C).
  • Handle: RePEc:eee:chsofr:v:180:y:2024:i:c:s0960077924000304
    DOI: 10.1016/j.chaos.2024.114479
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    References listed on IDEAS

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    1. Thoiyab, N. Mohamed & Muruganantham, P. & Zhu, Quanxin & Gunasekaran, Nallappan, 2021. "Novel results on global stability analysis for multiple time-delayed BAM neural networks under parameter uncertainties," Chaos, Solitons & Fractals, Elsevier, vol. 152(C).
    2. Tchitnga, R. & Mezatio, B.A. & Fozin, T. Fonzin & Kengne, R. & Louodop Fotso, P.H. & Fomethe, A., 2019. "A novel hyperchaotic three-component oscillator operating at high frequency," Chaos, Solitons & Fractals, Elsevier, vol. 118(C), pages 166-180.
    3. Luo, Danfeng & Tian, Mengquan & Zhu, Quanxin, 2022. "Some results on finite-time stability of stochastic fractional-order delay differential equations," Chaos, Solitons & Fractals, Elsevier, vol. 158(C).
    4. Marc Goodfellow & Nicholas E. Phillips & Cerys Manning & Tobias Galla & Nancy Papalopulu, 2014. "microRNA input into a neural ultradian oscillator controls emergence and timing of alternative cell states," Nature Communications, Nature, vol. 5(1), pages 1-10, May.
    5. Meryem B. Baghdadi & David Castel & Léo Machado & So-ichiro Fukada & David E. Birk & Frederic Relaix & Shahragim Tajbakhsh & Philippos Mourikis, 2018. "Reciprocal signalling by Notch–Collagen V–CALCR retains muscle stem cells in their niche," Nature, Nature, vol. 557(7707), pages 714-718, May.
    6. Adan Aguirre & Maria E. Rubio & Vittorio Gallo, 2010. "Notch and EGFR pathway interaction regulates neural stem cell number and self-renewal," Nature, Nature, vol. 467(7313), pages 323-327, September.
    7. Tian, Zhongda, 2020. "Chaotic characteristic analysis of network traffic time series at different time scales," Chaos, Solitons & Fractals, Elsevier, vol. 130(C).
    8. Yao Zhang & Ines Lahmann & Katharina Baum & Hiromi Shimojo & Philippos Mourikis & Jana Wolf & Ryoichiro Kageyama & Carmen Birchmeier, 2021. "Oscillations of Delta-like1 regulate the balance between differentiation and maintenance of muscle stem cells," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    Full references (including those not matched with items on IDEAS)

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