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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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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. |
format | Online Article Text |
id | pubmed-4302972 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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