Multiscale Modeling of Amyloid Fibrils Formed by Aggregating Peptides Derived from the Amyloidogenic Fragment of the A-Chain of Insulin

被引:6
作者
Kolinski, Michal [1 ]
Dec, Robert [2 ]
Dzwolak, Wojciech [2 ]
机构
[1] Polish Acad Sci, Mossakowski Med Res Inst, Bioinformat Lab, 5 Pawinskiego St, PL-02106 Warsaw, Poland
[2] Univ Warsaw, Fac Chem, Biol & Chem Res Ctr, 1 Pasteura St, PL-02093 Warsaw, Poland
关键词
multiscale modeling; amyloid fibril; flexible docking; fibril structure prediction; peptide aggregation; molecular dynamics; peptide docking; protofilament structure; CABS-dock; STRUCTURE PREDICTION; SECONDARY STRUCTURE; BETA; STATE; PROTEINS; SIMULATIONS; CHIRALITY; REVEALS; DOCKING; SPINES;
D O I
10.3390/ijms222212325
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Computational prediction of molecular structures of amyloid fibrils remains an exceedingly challenging task. In this work, we propose a multi-scale modeling procedure for the structure prediction of amyloid fibrils formed by the association of ACC(1-13) aggregation-prone peptides derived from the N-terminal region of insulin's A-chain. First, a large number of protofilament models composed of five copies of interacting ACC(1-13) peptides were predicted by application of CABS-dock coarse-grained (CG) docking simulations. Next, the models were reconstructed to all-atom (AA) representations and refined during molecular dynamics (MD) simulations in explicit solvent. The top-scored protofilament models, selected using symmetry criteria, were used for the assembly of long fibril structures. Finally, the amyloid fibril models resulting from the AA MD simulations were compared with atomic force microscopy (AFM) imaging experimental data. The obtained results indicate that the proposed multi-scale modeling procedure is capable of predicting protofilaments with high accuracy and may be applied for structure prediction and analysis of other amyloid fibrils.
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页数:17
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