We present a generic solvated coarse-grained protein model that can be used to characterize the driving forces behind protein folding. Each amino acid is coarse-grained with two beads, a backbone, and a side chain. Although the backbone beads are modeled as polar entities, side chains are hydrophobic, polar, or charged, thus allowing the exploration of how sequence patterning determines a protein fold. The change in orientation of the atoms of the coarse-grained unit is captured by the addition of two oppositely charged dummy particles inside the backbone coarse-grained bead. These two dummy charges represent a dipole that can fluctuate, thus introducing structural polarization into the coarse-grained model. Realistic α/β content is achieved without any biases in the force field toward a particular secondary structure. The dipoles created by the dummy particles interact with each other and drive the protein models to fold into unique structures depending on the amino acid patterning and presence of capping residues. We have also characterized the role of dipole-dipole and dipole-charge interactions in shaping the secondary and supersecondary structure of proteins. Formation of helix bundles and β-strands are also discussed.
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http://dx.doi.org/10.1021/ct401087a | DOI Listing |
Methods Mol Biol
November 2024
Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
Observing the omnipresence of the Ig-fold in all domains of life, one may wonder why this fold among all is such a wunderkind of evolution. Culminating in vertebrates, it enables a myriad of functions at the heart of the immune, nervous, vascular, and muscular systems. We suggest the Ig-fold resilience lies in the robust folding of a core supersecondary structure (SSS) that can accommodate a myriad of topological variations.
View Article and Find Full Text PDFMethods Mol Biol
November 2024
Faculty of Chemistry, University of Gdańsk, Fahrenheit Union of Universities in Gdańsk, Gdańsk, Poland.
Coarse graining is usually considered as a tool to extend the time and size scale of simulations. However, leaving out the atomistic details to keep their fingerprints in a coarse-grained model also enables us to understand better structure formation and dynamics. In this chapter, by using our scale-consistent theory of coarse graining, we demonstrate that the coarse-grained terms corresponding to the coupling between local conformational states of amino-acid residues explain secondary-structure propagation along polypeptide backbone to stabilize -helices and -strands in proteins and direct the loops preceding and following such segments of protein structure.
View Article and Find Full Text PDFMethods Mol Biol
November 2024
Department of Computer Science, College of Engineering, Virginia Commonwealth University, Virginia, VA, USA.
The secondary structures (SSs) and supersecondary structures (SSSs) underlie the three-dimensional structure of proteins. Prediction of the SSs and SSSs from protein sequences enjoys high levels of use and finds numerous applications in the development of a broad range of other bioinformatics tools. Numerous sequence-based predictors of SS and SSS were developed and published in recent years.
View Article and Find Full Text PDFFEBS Open Bio
December 2024
Chair of Medical Biochemistry, Jagiellonian University - Medical College, Krakow, Poland.
The domain-swapping mechanism involves the exchange of structural elements within a secondary or supersecondary structure between two (or more) proteins. The present paper proposes to interpret the domain-swapping mechanism using a model that assesses the structure of proteins (and complexes) based on building the structure of a common hydrophobic core in a micelle-like arrangement (a central hydrophobic core with a polar shell in contact with polar water), which has a considerable impact on the stabilisation of the domain structure built by domain swapping. Domains with a hydrophobicity system that is incompatible with the micelle-like structure have also been identified.
View Article and Find Full Text PDFAdv Protein Chem Struct Biol
January 2024
Department of Chemistry and Biochemistry, California State University Northridge, Northridge, United States. Electronic address:
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