A coarse-grained DNA model to study protein-DNA interactions and liquid-liquid phase separation
Abstract
Recent advances in coarse-grained (CG) computational models for DNA have enabled molecular- level insights into the behavior of DNA in complex multiscale systems. However, most existing CG DNA models are not compatible with CG protein models, limiting their applications for emerging topics such as protein-nucleic acid assemblies. Here, we present a new computationally efficient CG DNA model. We first use experimental data to establish the models ability to predict various aspects of DNA behavior, including melting thermodynamics and relevant local structural properties such as the major and minor grooves. We then employ an all-atom hydropathy scale to define non-bonded interactions between protein and DNA sites, to make our DNA model compatible with an existing CG protein model (HPS-Urry), that is extensively used to study protein phase separation, and show that our new model reasonably reproduces the experimental binding affinity for a prototypical protein-DNA system. To further demonstrate the capabilities of this new model, we simulate a full nucleosome with and without histone tails, on a microsecond timescale, generating conformational ensembles and provide molecular insights into the role of histone tails in influencing the liquid-liquid phase separation (LLPS) of HP1 proteins. We find that histone tails interact favorably with DNA, influencing the conformational ensemble of the DNA and antagonizing the contacts between HP1 and DNA, thus affecting the ability of DNA to promote LLPS of HP1. These findings shed light on the complex molecular framework that fine-tunes the phase transition properties of heterochromatin proteins and contributes to heterochromatin regulation and function. Overall, the CG DNA model presented here is suitable to facilitate micron-scale studies with sub-nm resolution in many biological and engineering applications and can be used to investigate protein-DNA complexes, such as nucleosomes, or LLPS of proteins with DNA, enabling a mechanistic understanding of how molecular information may be propagated at the genome level.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Intermediate-Resolution Modeling of Dynamic DNAs and Their Phase Separation
Jessica Fong Ng, Shanlong Li, Jianhan Chen·bioRxiv·Sep 15, 2026
- Decoding the role of DNA sequence on protein-DNA co-condensation
Rohit Kumar Singh, Pinaki Swain, … Sandeep Choubey·PLoS Computational BiologyPeer-reviewed·Dec 18, 2025
- On the stability and layered organization of protein-DNA condensates
A. P. Latham, B. Zhang·bioRxiv·Aug 22, 2021
- Interplay between charge distribution and DNA in shaping HP1 paralog phase separation and localization
T. M. Phan, Y. C. Kim, … J. Mittal·bioRxiv·May 28, 2023
- Exploring protein-mediated compaction of DNA by coarse-grained simulations and unsupervised learning
Marjolein de Jager, Pauline J. Kolbeck, … Laura Filion·Biophysical JournalPeer-reviewed·Jul 23, 2024
- Morphology, Slow Dynamics, and Composition-Controlled Phase Behavior in a Minimal Model of Dps:DNA Co-Condensation
Alberto Alonso, Soumik Mitra, … Moumita Das·bioRxiv·Aug 18, 2026