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Dynamical phase transition in models that couple chromatin folding with histone modifications
Amogh Sood1, Greg Schuette1, Bin Zhang1
1Department of Chemistry, <a href="https://ror.org/042nb2s44">Massachusetts Institute of Technology</a>, Cambridge, Massachusetts 02139, USA.
Physical Review. E
|June 22, 2024
Summary
This study models histone modification dynamics, revealing a phase transition in chromatin structure. This transition, crucial for epigenetic stability, is influenced by chromatin
Area of Science:
- Epigenetics and Molecular Biology
- Computational Biology and Biophysics
Background:
- Heritable epigenetic states are established by histone modifications, influencing gene expression without DNA sequence changes.
- The link between chromatin conformational dynamics and epigenetic stability remains largely unexplored.
Purpose of the Study:
- To investigate dynamic fluctuations of histone modifications and nucleosome interactions using kinetic models.
- To explore the influence of chemical modifications and chromatin contacts on epigenetic stability.
Main Methods:
- Development of kinetic models incorporating chemical modification effects on chromatin structure.
- Utilizing stochastic simulations and analytical theory to analyze model dynamics.
- Validating model robustness against parameter and design variations.
Main Results:
- Discovery of distinct steady-state outcomes in different kinetic regimes, analogous to a dynamical phase transition.
- Identification of a robust transition occurring on biologically relevant timescales.
- Demonstration that chromatin viscoelasticity and gel-to-liquid transition timescales impact DNA-based dynamics.
Conclusions:
- Chromatin dynamics and epigenetic stability are intricately linked through a phase transition mechanism.
- The viscoelastic properties of chromatin play a critical role in regulating epigenetic states.
- Kinetic modeling provides insights into the mechanisms underlying epigenetic inheritance and gene regulation.
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