journal article·2015-09-01Open access

Self-assembly dynamics for the transition of a globular aggregate to a fibril network of lysozyme proteins via a coarse-grained Monte Carlo simulation

R. B. Pandey, B. L. Farmer, Bernard S. Gerstman

AIP Advances· Volume 5· Issue 9

Abstract

The self-organizing dynamics of lysozymes (an amyloid protein with 148 residues) with different numbers of protein chains, Nc = 1,5,10, and 15 (concentration 0.004 – 0.063) is studied by a coarse-grained Monte Carlo simulation with knowledge-based residue-residue interactions. The dynamics of an isolated lysozyme (Nc = 1) is ultra-slow (quasi-static) at low temperatures and becomes diffusive asymptotically on raising the temperature. In contrast, the presence of interacting proteins leads to concentration induced protein diffusion at low temperatures and concentration-tempering sub-diffusion at high temperatures. Variation of the radius of gyration of the protein with temperature shows a systematic transition from a globular structure (at low T) to a random coil (high T) conformation when the proteins are isolated. The crossover from globular to random coil becomes sharper upon increasing the protein concentration (i.e. with Nc = 5,10), with larger Rg at higher temperatures and concentration; Rg becomes smaller on adding more protein chains (e.g. Nc = 15) a non-monotonic response to protein concentration. Analysis of the structure factor (S(q)) provides an estimate of the effective dimension (D ≥ 3, globular conformation at low temperature, and D ∼ 1.7, random coil, at high temperatures) of the isolated protein. With many interacting proteins, the morphology of the self-assembly varies with scale, i.e. at the low temperature (T = 0.015), D ∼ 2.9 on the scale comparable to the radius of gyration of the protein, and D ∼ 2.3 at the large scale over the entire sample. The global network of fibrils appears at high temperature (T = 0.021) with D ∼ 1.7 (i.e. a random coil morphology at large scale) involving tenuous distribution of micro-globules (at small scales).
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Research context

OpenAlex topics: Proteins in Food Systems · Alzheimer's disease research and treatments · Protein Structure and Dynamics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

University of Southern Mississippi 1 Department of Physics and Astronomy, , Hattiesburg, MS 39406, USA

Air Force Research Laboratory 2 Materials and Manufacturing Directorate, , Wright Patterson Air Force Base, OH 45433, USA and/or Materials Science and Engineering, , Raleigh, NC 27606, USA

North Carolina State University 2 Materials and Manufacturing Directorate, , Wright Patterson Air Force Base, OH 45433, USA and/or Materials Science and Engineering, , Raleigh, NC 27606, USA

Florida International University 3 Department of Physics, , University Park, Miami, FL 33199, USA

Funding

Air Force Research Laboratory

References (25)

Show source-provided references
1. The competition between protein folding and aggregation: off-lattice minimalist model studies10.1002/bit.20302 ↗
2. Effect of beta-sheet propensity on peptide aggregation10.1063/1.3108461 ↗
3. How native proteins aggregate in solution: a dynamic Monte Carlo simulation10.1016/j.bpc.2007.12.008 ↗
4. Lattice models of peptide aggregation: evaluation of conformational search algorithms10.1002/jcc.20306 ↗
5. Aggregation and network formation in self-assembly of protein (H3.1) by a coarse-grained Monte Carlo simulation10.1063/1.4901129 ↗
6. Molecular Dynamics investigations of the α-helix to β-barrel conformational transformation in the RfaH transcription factor10.1021/jp502193v ↗
7. Amyloid fibril formation of hen lysozyme depends on the instability of the C-helix (88-89)10.1271/bbb.80032 ↗
8. Formation of amyloid fibrils from fully reduced hen egg white lysozyme10.1110/ps.03183404 ↗
9. Analysis of core region from egg white lysozyme forming amyloid fibrils10.7150/ijbs.5380 ↗
10. The effect of concentration, temperature and stirring on hen egg white lysozyme amyloid formation10.1039/c3sm51671g ↗
11. Structure, orientation and stability of lysozyme confined in layered materials10.1039/c3sm27880h ↗
12. Instability, unfolding and aggregation of human lysozyme variants underlying amyloid fibrillogenesis10.1038/385787a0 ↗
13. A hierarchical coarse-grained (all atom to all residue) computer simulation approach: self-assembly of peptides
14. Challenges in protein-folding simulations10.1038/nphys1713 ↗
15. Conformational response to solvent interaction and temperature of a protein (histone h3.1) by a multi-grained Monte Carlo simulation
16. Medium and long range interaction parameters between amino acids for predicting three dimensional structures of proteins10.1021/ma60054a013 ↗
17. Estimation of effective inter residue contact energies from protein crystal structures: quasi-chemical approximation10.1021/ma00145a039 ↗
18. Residue-residue potentials with a favorable contact pair term for simulation and treading10.1006/jmbi.1996.0114 ↗
19. The origin and extent of coarse grained irregularities in protein internal packing I10.1002/prot.10435 ↗
20. Pair potentials for protein folding: choice of reference states and sensitivity of predicted native states to variations in the interaction schemes
21. Contact potential that recognizes the correct folding of globular proteins10.1016/0022-2836(92)90228-C ↗
22. Knowledge-based potentials for protein folding: what can we learn from protein structures?
24. Distinction in binding of peptides (P2E) and its mutations (P2G, P2Q) to a graphene sheet via a hierarchical coarse-grained Monte Carlo simulation10.1063/1.4825370 ↗
25. See supplementary material at http://dx.doi.org/10.1063/1.4921074 for the residue-residue interaction table (from Ref. 19), range of interaction in LJ interaction.