Improved coarse‐grained model for studying sequence dependent phase separation of disordered proteins
Abstract
We present improvements to the hydropathy scale (HPS) coarse‐grained (CG) model for simulating sequence‐specific behavior of intrinsically disordered proteins (IDPs), including their liquid–liquid phase separation (LLPS). The previous model based on an atomistic hydropathy scale by Kapcha and Rossky (KR scale) is not able to capture some well‐known LLPS trends such as reduced phase separation propensity upon mutations (R‐to‐K and Y‐to‐F). Here, we propose to use the Urry hydropathy scale instead, which was derived from the inverse temperature transitions in a model polypeptide with guest residues X. We introduce two free parameters to shift (Δ) and scale (µ) the overall interaction strengths for the new model (HPS‐Urry) and use the experimental radius of gyration for a diverse group of IDPs to find their optimal values. Interestingly, many possible (Δ, µ) combinations can be used for typical IDPs, but the phase behavior of a low‐complexity (LC) sequence FUS is only well described by one of these models, which highlights the need for a careful validation strategy based on multiple proteins. The CG HPS‐Urry model should enable accurate simulations of protein LLPS and provide a microscopically detailed view of molecular interactions.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- May 24, 2021
- Source ID
- 10.1002/pro.4094
Entities
People
- Jacob Thompson
- Jeetain Mittal
- Roshan Mammen Regy
- Young C. Kim
Organizations
- Division of Materials Research
- Lehigh University
- National Institute of General Medical Sciences
- National Science Foundation
- Office of Naval Research
- United States Naval Research Laboratory