Ab initio protein structure assembly using continuous structure fragments and optimized knowledge‐based force field
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Abstract
Ab initio protein folding is one of the major unsolved problems in computational biology owing to the difficulties in force field design and conformational search. We developed a novel program, QUARK, for template-free protein structure prediction. Query sequences are first broken into fragments of 1-20 residues where multiple fragment structures are retrieved at each position from unrelated experimental structures. Full-length structure models are then assembled from fragments using replica-exchange Monte Carlo simulations, which are guided by a composite knowledge-based force field. A number of novel energy terms and Monte Carlo movements are introduced and the particular contributions to enhancing the…
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Topics
Keywords
- Ab initio
- Protein structure prediction
- Force field (fiction)
- Monte Carlo method
- Protein folding
- Replica
- Computer science
- Protein structure
UN Sustainable Development Goals
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