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A phase oscillator model of cell cycles reveals nuclear density control in a branched fungal network.

Journal articles  - Journal Article
McLaughlin, GA; Stormo, BM; Jalihal, AP; Pompan, TL; Mani, M; Elston, TC; Gladfelter, AS
Published in: Proc Natl Acad Sci U S A
July 14, 2026

Maintaining an appropriate nuclear-to-cytoplasmic ratio is essential across cell types for physiological function, and mechanisms of size control have been extensively studied in mononucleate cells. Much less is known about how comparable control is achieved in cells where many nuclei share a common cytoplasm, which are seen in many contexts including muscle, placenta, and filamentous fungi. The filamentous fungus Ashbya gossypii forms a branching mycelial network in which individual nuclei divide asynchronously, while the number of nuclei per cell volume (the nuclear density) is tightly controlled. How global regulation of nuclear density coexists with local cell cycle asynchrony remains unclear. To address this we model nuclei as a dividing population of phase oscillators within a branching cell network and parameterize the model with measurements from Ashbya cells. The model demonstrates that asynchrony is required to prevent large density fluctuations that would result from synchronous division, and that introducing a nuclear density checkpoint to the cell cycles leads to synchrony if it is the only mechanism of density control. We find that coupling branch formation to nuclear density both stabilizes nuclear density and prevents the emergence of synchronous cycles. Supporting these predictions, we demonstrate that mutants with branching defects and increased cell cycle synchrony display greater variability in nuclear density. Our results indicate that asynchronous nuclear cycles together with density-responsive branching maintain a constant nuclear density, revealing a strategy for regulating the nuclear-to-cytoplasmic ratio in large multinucleate cells.

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Published In

Proc Natl Acad Sci U S A

DOI

EISSN

1091-6490

Publication Date

July 14, 2026

Volume

123

Issue

28

Start / End Page

e2534542123

Location

United States

Related Subject Headings

  • Models, Biological
  • Eremothecium
  • Cytoplasm
  • Cell Nucleus
  • Cell Cycle
 

Citation

APA
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McLaughlin, G. A., Stormo, B. M., Jalihal, A. P., Pompan, T. L., Mani, M., Elston, T. C., & Gladfelter, A. S. (2026). A phase oscillator model of cell cycles reveals nuclear density control in a branched fungal network. Proc Natl Acad Sci U S A, 123(28), e2534542123. https://doi.org/10.1073/pnas.2534542123
McLaughlin, Grace A., Benjamin M. Stormo, Ameya P. Jalihal, Taylor L. Pompan, Madhav Mani, Timothy C. Elston, and Amy S. Gladfelter. “A phase oscillator model of cell cycles reveals nuclear density control in a branched fungal network.Proc Natl Acad Sci U S A 123, no. 28 (July 14, 2026): e2534542123. https://doi.org/10.1073/pnas.2534542123.
McLaughlin GA, Stormo BM, Jalihal AP, Pompan TL, Mani M, Elston TC, et al. A phase oscillator model of cell cycles reveals nuclear density control in a branched fungal network. Proc Natl Acad Sci U S A. 2026 Jul 14;123(28):e2534542123.
McLaughlin, Grace A., et al. “A phase oscillator model of cell cycles reveals nuclear density control in a branched fungal network.Proc Natl Acad Sci U S A, vol. 123, no. 28, July 2026, p. e2534542123. Pubmed, doi:10.1073/pnas.2534542123.
McLaughlin GA, Stormo BM, Jalihal AP, Pompan TL, Mani M, Elston TC, Gladfelter AS. A phase oscillator model of cell cycles reveals nuclear density control in a branched fungal network. Proc Natl Acad Sci U S A. 2026 Jul 14;123(28):e2534542123.
Journal cover image

Published In

Proc Natl Acad Sci U S A

DOI

EISSN

1091-6490

Publication Date

July 14, 2026

Volume

123

Issue

28

Start / End Page

e2534542123

Location

United States

Related Subject Headings

  • Models, Biological
  • Eremothecium
  • Cytoplasm
  • Cell Nucleus
  • Cell Cycle