Abstract

Entropy should directly reflect the extent of disorder in proteins. By clustering structurally related proteins and studying the multiple-sequence-alignment of the sequences of these clusters, we were able to link between sequence, structure, and disorder information. We introduced several parameters as measures of fluctuations at a given MSA site and used these as representative of the sequence and structure entropy at that site. In general, we found a tendency for negative correlations between disorder and structure, and significant positive correlations between disorder and the fluctuations in the system. We also found evidence for residue-type conservation for those residues proximate to potentially disordered sites. Mutation at the disorder site itself appear to be allowed. In addition, we found positive correlation for disorder and accessible surface area, validating that disordered residues occur in exposed regions of proteins. Finally, we also found that fluctuations in the dihedral angles at the original mutated residue and disorder are positively correlated while dihedral angle fluctuations in spatially proximal residues are negatively correlated with disorder. Our results seem to indicate permissible variability in the disordered site, but greater rigidity in the parts of the protein with which the disordered site interacts. This is another indication that disordered residues are involved in protein function.

Highlights

  • Protein disorder, where whole proteins or protein segments are either unstable or meta-stable, has proven to be a critical property to understand function in biological systems [1–33]

  • The correlation values between δ and the entropy of the disordered site are weaker. This indicates that the residue type substitution rate is not significantly different between ordered and disordered residues in this case

  • We investigated the relationship between entropy and disorder using native protein structures found in the PDB

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Summary

Introduction

Protein disorder, where whole proteins or protein segments are either unstable or meta-stable, has proven to be a critical property to understand function in biological systems [1–33]. Such disordered proteins and regions have been demonstrated to become more abundant as organism complexity increases [23,29,34–37] This increase in disorder with organism complexity likely results from the key roles played by disorder in the signaling and regulatory processes underlying cellular differentiation, cell cycle control, gene regulation, and protein–protein interactions, especially enabling the existence of hubs [10,13,38–44]. The origin of these effects arises because disordered proteins enable more diverse function, yet are still able to maintain a high degree of specialization in their specific interactions.

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