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Published on: July 14, 2015
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Protein structure and evolution: are they constrained globally by a principle derived from information theory?
1Faculty of Science, Engineering and Computing, Kingston University, London, UK.
Plos One
|May 14, 2015
Summary
Information theory reveals a "Conservation of Information" principle guiding protein structure and evolution. This principle, independent of amino acid properties, constrains the global system of proteins, impacting protein length and amino acid composition.
Area of Science:
- Biophysics
- Computational Biology
- Evolutionary Biology
Background:
- Physicochemical properties of amino acids are known to influence protein structure, function, and evolution.
- Information theory principles may also impose constraints on protein structure and evolutionary trajectories.
Purpose of the Study:
- To investigate whether information theory principles, specifically a conservation principle, can explain global properties of proteins.
- To test predictions derived from information theory against the full set of proteins in the SwissProt database.
Main Methods:
- Analysis of the global properties of all proteins in SwissProt release 13-11.
- Experimental testing of predictions derived from information theory.
- Examination of the relationship between unique amino acid count, total protein length, average protein length, and the occurrence of proteins with specific unique amino acid counts.
Main Results:
- Protein collective structure exhibits properties consistent with guidance by a conservation principle.
- This principle, termed "Conservation of Information," defines global properties of systems composed of discrete components (proteins assembled from amino acids).
- Conservation of Information operates at a global level, independent of local physicochemical properties and natural selection, constraining the overall protein system.
Conclusions:
- A "Conservation of Information" principle appears to constrain the global system of proteins.
- This principle influences protein evolution at a level distinct from natural selection.
- The findings suggest a counter-intuitive but supported conclusion regarding global constraints on protein evolution.
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