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CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences

Complex informational spectrum analysis for protein sequences (CISAPS) and its web-based server are developed and presented. As recent studies show, only the use of the absolute spectrum in the analysis of protein sequences using the informational spectrum analysis is proven to be insufficient. Ther...

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Detalles Bibliográficos
Autores principales: Chrysostomou, Charalambos, Seker, Huseyin, Aydin, Nizamettin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4302972/
https://www.ncbi.nlm.nih.gov/pubmed/25632276
http://dx.doi.org/10.1155/2015/909765
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author Chrysostomou, Charalambos
Seker, Huseyin
Aydin, Nizamettin
author_facet Chrysostomou, Charalambos
Seker, Huseyin
Aydin, Nizamettin
author_sort Chrysostomou, Charalambos
collection PubMed
description Complex informational spectrum analysis for protein sequences (CISAPS) and its web-based server are developed and presented. As recent studies show, only the use of the absolute spectrum in the analysis of protein sequences using the informational spectrum analysis is proven to be insufficient. Therefore, CISAPS is developed to consider and provide results in three forms including absolute, real, and imaginary spectrum. Biologically related features to the analysis of influenza A subtypes as presented as a case study in this study can also appear individually either in the real or imaginary spectrum. As the results presented, protein classes can present similarities or differences according to the features extracted from CISAPS web server. These associations are probable to be related with the protein feature that the specific amino acid index represents. In addition, various technical issues such as zero-padding and windowing that may affect the analysis are also addressed. CISAPS uses an expanded list of 611 unique amino acid indices where each one represents a different property to perform the analysis. This web-based server enables researchers with little knowledge of signal processing methods to apply and include complex informational spectrum analysis to their work.
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spelling pubmed-43029722015-01-28 CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences Chrysostomou, Charalambos Seker, Huseyin Aydin, Nizamettin Adv Bioinformatics Research Article Complex informational spectrum analysis for protein sequences (CISAPS) and its web-based server are developed and presented. As recent studies show, only the use of the absolute spectrum in the analysis of protein sequences using the informational spectrum analysis is proven to be insufficient. Therefore, CISAPS is developed to consider and provide results in three forms including absolute, real, and imaginary spectrum. Biologically related features to the analysis of influenza A subtypes as presented as a case study in this study can also appear individually either in the real or imaginary spectrum. As the results presented, protein classes can present similarities or differences according to the features extracted from CISAPS web server. These associations are probable to be related with the protein feature that the specific amino acid index represents. In addition, various technical issues such as zero-padding and windowing that may affect the analysis are also addressed. CISAPS uses an expanded list of 611 unique amino acid indices where each one represents a different property to perform the analysis. This web-based server enables researchers with little knowledge of signal processing methods to apply and include complex informational spectrum analysis to their work. Hindawi Publishing Corporation 2015 2015-01-06 /pmc/articles/PMC4302972/ /pubmed/25632276 http://dx.doi.org/10.1155/2015/909765 Text en Copyright © 2015 Charalambos Chrysostomou et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chrysostomou, Charalambos
Seker, Huseyin
Aydin, Nizamettin
CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences
title CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences
title_full CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences
title_fullStr CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences
title_full_unstemmed CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences
title_short CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences
title_sort cisaps: complex informational spectrum for the analysis of protein sequences
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4302972/
https://www.ncbi.nlm.nih.gov/pubmed/25632276
http://dx.doi.org/10.1155/2015/909765
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