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Fourier Analysis of Conservation Patterns in Protein Secondary Structure

Residue conservation is a common observation in alignments of protein families, underscoring positions important in protein structure and function. Though many methods measure the level of conservation of particular residue positions, currently we do not have a way to study spatial oscillations occu...

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Autores principales: Palaniappan, Ashok, Jakobsson, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5342988/
https://www.ncbi.nlm.nih.gov/pubmed/28316759
http://dx.doi.org/10.1016/j.csbj.2017.02.002
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author Palaniappan, Ashok
Jakobsson, Eric
author_facet Palaniappan, Ashok
Jakobsson, Eric
author_sort Palaniappan, Ashok
collection PubMed
description Residue conservation is a common observation in alignments of protein families, underscoring positions important in protein structure and function. Though many methods measure the level of conservation of particular residue positions, currently we do not have a way to study spatial oscillations occurring in protein conservation patterns. It is known that hydrophobicity shows spatial oscillations in proteins, which is characterized by computing the hydrophobic moment of the protein domains. Here, we advance the study of moments of conservation of protein families to know whether there might exist spatial asymmetry in the conservation patterns of regular secondary structures. Analogous to the hydrophobic moment, the conservation moment is defined as the modulus of the Fourier transform of the conservation function of an alignment of related protein, where the conservation function is the vector of conservation values at each column of the alignment. The profile of the conservation moment is useful in ascertaining any periodicity of conservation, which might correlate with the period of the secondary structure. To demonstrate the concept, conservation in the family of potassium ion channel proteins was analyzed using moments. It was shown that the pore helix of the potassium channel showed oscillations in the moment of conservation matching the period of the α-helix. This implied that one side of the pore helix was evolutionarily conserved in contrast to its opposite side. In addition, the method of conservation moments correctly identified the disposition of the voltage sensor of voltage-gated potassium channels to form a 3(10) helix in the membrane.
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spelling pubmed-53429882017-03-17 Fourier Analysis of Conservation Patterns in Protein Secondary Structure Palaniappan, Ashok Jakobsson, Eric Comput Struct Biotechnol J Research Article Residue conservation is a common observation in alignments of protein families, underscoring positions important in protein structure and function. Though many methods measure the level of conservation of particular residue positions, currently we do not have a way to study spatial oscillations occurring in protein conservation patterns. It is known that hydrophobicity shows spatial oscillations in proteins, which is characterized by computing the hydrophobic moment of the protein domains. Here, we advance the study of moments of conservation of protein families to know whether there might exist spatial asymmetry in the conservation patterns of regular secondary structures. Analogous to the hydrophobic moment, the conservation moment is defined as the modulus of the Fourier transform of the conservation function of an alignment of related protein, where the conservation function is the vector of conservation values at each column of the alignment. The profile of the conservation moment is useful in ascertaining any periodicity of conservation, which might correlate with the period of the secondary structure. To demonstrate the concept, conservation in the family of potassium ion channel proteins was analyzed using moments. It was shown that the pore helix of the potassium channel showed oscillations in the moment of conservation matching the period of the α-helix. This implied that one side of the pore helix was evolutionarily conserved in contrast to its opposite side. In addition, the method of conservation moments correctly identified the disposition of the voltage sensor of voltage-gated potassium channels to form a 3(10) helix in the membrane. Research Network of Computational and Structural Biotechnology 2017-02-22 /pmc/articles/PMC5342988/ /pubmed/28316759 http://dx.doi.org/10.1016/j.csbj.2017.02.002 Text en © 2017 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Palaniappan, Ashok
Jakobsson, Eric
Fourier Analysis of Conservation Patterns in Protein Secondary Structure
title Fourier Analysis of Conservation Patterns in Protein Secondary Structure
title_full Fourier Analysis of Conservation Patterns in Protein Secondary Structure
title_fullStr Fourier Analysis of Conservation Patterns in Protein Secondary Structure
title_full_unstemmed Fourier Analysis of Conservation Patterns in Protein Secondary Structure
title_short Fourier Analysis of Conservation Patterns in Protein Secondary Structure
title_sort fourier analysis of conservation patterns in protein secondary structure
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5342988/
https://www.ncbi.nlm.nih.gov/pubmed/28316759
http://dx.doi.org/10.1016/j.csbj.2017.02.002
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