Back

Slab-PTM: A Coarse-Grained Force Field Parameter Patch for Modeling Post-Translational Modification Effects on Biomolecular Condensates

Mu, J.; Lai, L.

2025-11-27 biophysics
10.1101/2025.11.24.690320 bioRxiv
Show abstract

Intrinsically disordered proteins (IDPs) play crucial roles in biomolecular condensate formation. While molecular dynamics simulations employing coarse-grained models have emerged as useful tools for studying IDP phase behavior, current force-field parameterizations remain limited in their ability to simulate post-translational modifications (PTMs), which are the critical regulatory elements of IDP involved condensation with profound biological implications. To address this gap, we developed interaction parameters for five common PTM types: phosphorylated serine (pSer), threonine (pThr), and tyrosine (pTyr); acetylated lysine (AcLys); and asymmetric dimethylarginine (aDMA). Using all-atom umbrella sampling simulations, we computed residue-specific potentials of mean force (PMFs) between modified and canonical amino acids. These PMF-derived parameters were systematically integrated into the established slab-geometry coarse-grained models (CALVADOS and Mpipi) via an additive module termed as Slab-PTM. Benchmark simulations demonstrate that Slab-PTM accurately captures the effects of PTMs on IDP phase behavior while remaining fully compatible with existing LLPS simulation frameworks. In addition, Slab-PTM enables the identification of molecular grammar elements through which PTMs modulate IDP-driven phase separation.

Matching journals

The top 1 journal accounts for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.