A Nonequilibrium Simulation Framework for Reproducing Protein Aggregation in All-Atom Molecular Dynamics Simulations

Protein aggregation is a central challenge in protein science and biopharmaceutical formulation, yet its reproduction by all-atom molecular dynamics (MD) simulations remains difficult within accessible computational limits. Here, we demonstrate that explicit control of the denaturation extent of initial protein structures enables reproducible thermal aggregation in MD simulations. Using hen egg white lysozyme (LYZ) as a model system, we generated unfolded conformational ensembles by high-temperature MD (300-700 K) and examined their aggregation behavior. Two factors proved critical for reproducing LYZ aggregation: a sufficiently high initial denaturation extent and direct initiation of simulations without an additional structural relaxation step. Under these conditions, 100 ns simulations successfully reproduced experimentally established additive effects: arginine suppressed aggregation only at high concentration (1 M), while sodium chloride promoted aggregation via nonspecific ionic effects. This proof-of-concept study establishes denaturation-controlled MD as a practical framework for computational evaluation of protein aggregation and stabilizer effects.

Authors

Institutions

Publication Details

Journal
The Journal of Physical Chemistry B
Published
2026-03-14
DOI
https://doi.org/10.1021/acs.jpcb.6c00236
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Nonequilibrium Simulation Framework for Reproducing Protein Aggregation in All-Atom Molecular Dynamics Simulations

Kentaro Shiraki, Tomoto Ura, Toya Yoshida, Moe Iijima
The Journal of Physical Chemistry B
Protein Structure and Dynamics
article

A Nonequilibrium Simulation Framework for Reproducing Protein Aggregation in All-Atom Molecular Dynamics Simulations

Kentaro Shiraki, Tomoto Ura, Toya Yoshida, Moe Iijima
article en

Abstract

Protein aggregation is a central challenge in protein science and biopharmaceutical formulation, yet its reproduction by all-atom molecular dynamics (MD) simulations remains difficult within accessible computational limits. Here, we demonstrate that explicit control of the denaturation extent of initial protein structures enables reproducible thermal aggregation in MD simulations. Using hen egg white lysozyme (LYZ) as a model system, we generated unfolded conformational ensembles by high-temperature MD (300-700 K) and examined their aggregation behavior. Two factors proved critical for reproducing LYZ aggregation: a sufficiently high initial denaturation extent and direct initiation of simulations without an additional structural relaxation step. Under these conditions, 100 ns simulations successfully reproduced experimentally established additive effects: arginine suppressed aggregation only at high concentration (1 M), while sodium chloride promoted aggregation via nonspecific ionic effects. This proof-of-concept study establishes denaturation-controlled MD as a practical framework for computational evaluation of protein aggregation and stabilizer effects.

The Journal of Physical Chemistry BVol. 130(12)
University of Tsukuba (JP)
Zero hunger
Openalex Percentile: Top 22%
Protein Structure and Dynamics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.