Simulation of FUS Protein Condensates with an Adapted Coarse-Grained Model

被引:127
作者
Benayad, Zakarya [1 ,2 ]
von Buelow, Soren [1 ]
Stelzl, Lukas S. [1 ]
Hummer, Gerhard [1 ,3 ]
机构
[1] Max Planck Inst Biophys, Dept Theoret Biophys, D-60438 Frankfurt, Germany
[2] PSL Univ, Dept Chim, Ecole Normale Super, F-75005 Paris, France
[3] Goethe Univ Frankfurt, Inst Biophys, D-60438 Frankfurt, Germany
关键词
LIQUID PHASE-SEPARATION; MARTINI FORCE-FIELD; MOLECULAR-DYNAMICS; DISORDERED PROTEINS; SURFACE-TENSION; RNA; TRANSITION; GRANULES; BEHAVIOR; WATER;
D O I
10.1021/acs.jctc.0c01064
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Disordered proteins and nucleic acids can condense into droplets that resemble the membraneless organelles observed in living cells. MD simulations offer a unique tool to characterize the molecular interactions governing the formation of these biomolecular condensates, their physicochemical properties, and the factors controlling their composition and size. However, biopolymer condensation depends sensitively on the balance between different energetic and entropic contributions. Here, we develop a general strategy to fine-tune the potential energy function for molecular dynamics simulations of biopolymer phase separation. We rebalance protein-protein interactions against solvation and entropic contributions to match the excess free energy of transferring proteins between dilute solution and condensate. We illustrate this formalism by simulating liquid droplet formation of the FUS low-complexity domain (LCD) with a rebalanced MARTINI model. By scaling the strength of the nonbonded interactions in the coarse-grained MARTINI potential energy function, we map out a phase diagram in the plane of protein concentration and interaction strength. Above a critical scaling factor of alpha(c) approximate to 0.6, FUS-LCD condensation is observed, where alpha = 1 and 0 correspond to full and repulsive interactions in the MARTINI model. For a scaling factor alpha = 0.65, we recover experimental densities of the dilute and dense phases, and thus the excess protein transfer free energy into the droplet and the saturation concentration where FUS-LCD condenses. In the region of phase separation, we simulate FUS-LCD droplets of four different sizes in stable equilibrium with the dilute phase and slabs of condensed FUS-LCD for tens of microseconds, and over one millisecond in aggregate. We determine surface tensions in the range of 0.01-0.4 mN/m from the fluctuations of the droplet shape and from the capillary-wave-like broadening of the interface between the two phases. From the dynamics of the protein end-to-end distance, we estimate shear viscosities from 0.001 to 0.02 Pa s for the FUS-LCD droplets with scaling factors alpha in the range of 0.625-0.75, where we observe liquid droplets. Significant hydration of the interior of the droplets keeps the proteins mobile and the droplets fluid.
引用
收藏
页码:525 / 537
页数:13
相关论文
共 79 条
[1]   Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers [J].
Abraham, Mark James ;
Murtola, Teemu ;
Schulz, Roland ;
Páll, Szilárd ;
Smith, Jeremy C. ;
Hess, Berk ;
Lindah, Erik .
SoftwareX, 2015, 1-2 :19-25
[2]   DETERMINATION OF SURFACE TENSIONS OF PROTEINS .2. SURFACE-TENSION OF SERUM-ALBUMIN, ALTERED AT THE PROTEIN-AIR INTERFACE [J].
ABSOLOM, DR ;
VANOSS, CJ ;
ZINGG, W ;
NEUMANN, AW .
BIOCHIMICA ET BIOPHYSICA ACTA, 1981, 670 (01) :74-78
[3]   Considerations and Challenges in Studying Liquid-Liquid Phase Separation and Biomolecular Condensates [J].
Alberti, Simon ;
Gladfelter, Amy ;
Mittag, Tanja .
CELL, 2019, 176 (03) :419-434
[4]   Biomolecular condensates: organizers of cellular biochemistry [J].
Banani, Salman F. ;
Lee, Hyun O. ;
Hyman, Anthony A. ;
Rosen, Michael K. .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2017, 18 (05) :285-298
[5]   Sequence Effects on Size, Shape, and Structural Heterogeneity in Intrinsically Disordered Proteins [J].
Baul, Upayan ;
Chakraborty, Debayan ;
Mugnai, Mauro L. ;
Straub, John E. ;
Thirumalai, D. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2019, 123 (16) :3462-3474
[6]   GROMACS - A MESSAGE-PASSING PARALLEL MOLECULAR-DYNAMICS IMPLEMENTATION [J].
BERENDSEN, HJC ;
VANDERSPOEL, D ;
VANDRUNEN, R .
COMPUTER PHYSICS COMMUNICATIONS, 1995, 91 (1-3) :43-56
[7]   MOLECULAR-DYNAMICS WITH COUPLING TO AN EXTERNAL BATH [J].
BERENDSEN, HJC ;
POSTMA, JPM ;
VANGUNSTEREN, WF ;
DINOLA, A ;
HAAK, JR .
JOURNAL OF CHEMICAL PHYSICS, 1984, 81 (08) :3684-3690
[8]   RNA transcription modulates phase transition-driven nuclear body assembly [J].
Berry, Joel ;
Weber, Stephanie C. ;
Vaidya, Nilesh ;
Haataja, Mikko ;
Brangwynne, Clifford P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (38) :E5237-E5245
[9]   Diffusive model of protein folding dynamics with Kramers turnover in rate [J].
Best, RB ;
Hummer, G .
PHYSICAL REVIEW LETTERS, 2006, 96 (22)
[10]   Balanced Protein-Water Interactions Improve Properties of Disordered Proteins and Non-Specific Protein Association [J].
Best, Robert B. ;
Zheng, Wenwei ;
Mittal, Jeetain .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2014, 10 (11) :5113-5124