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Mathematical Characterization of Protein Transmembrane Regions
Graphical bioinformatics has paved a unique way of mathematical characterization of proteins and proteomic maps. The graphics representations and the corresponding mathematical descriptors have proved to be useful and have provided unique solutions to problems related to identification, comparisons,...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3649804/ https://www.ncbi.nlm.nih.gov/pubmed/23690747 http://dx.doi.org/10.1155/2013/607830 |
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author | Roy Choudhury, Amrita Zhukov, Nikolay Novič, Marjana |
author_facet | Roy Choudhury, Amrita Zhukov, Nikolay Novič, Marjana |
author_sort | Roy Choudhury, Amrita |
collection | PubMed |
description | Graphical bioinformatics has paved a unique way of mathematical characterization of proteins and proteomic maps. The graphics representations and the corresponding mathematical descriptors have proved to be useful and have provided unique solutions to problems related to identification, comparisons, and analyses of protein sequences and proteomics maps. Based on sequence information alone, these descriptors are independent from physiochemical properties of amino acids and evolutionary information. In this work, we have presented invariants from amino acid adjacency matrix and decagonal isometries matrix as potential descriptors of protein sequences. Encoding protein sequences into amino acid adjacency matrix is already well established. We have shown its application in classification of transmembrane and nontransmembrane regions of membrane protein sequences. We have introduced the dodecagonal isometries matrix, which is a novel method of encoding protein sequences based on decagonal isometries group. |
format | Online Article Text |
id | pubmed-3649804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-36498042013-05-20 Mathematical Characterization of Protein Transmembrane Regions Roy Choudhury, Amrita Zhukov, Nikolay Novič, Marjana ScientificWorldJournal Research Article Graphical bioinformatics has paved a unique way of mathematical characterization of proteins and proteomic maps. The graphics representations and the corresponding mathematical descriptors have proved to be useful and have provided unique solutions to problems related to identification, comparisons, and analyses of protein sequences and proteomics maps. Based on sequence information alone, these descriptors are independent from physiochemical properties of amino acids and evolutionary information. In this work, we have presented invariants from amino acid adjacency matrix and decagonal isometries matrix as potential descriptors of protein sequences. Encoding protein sequences into amino acid adjacency matrix is already well established. We have shown its application in classification of transmembrane and nontransmembrane regions of membrane protein sequences. We have introduced the dodecagonal isometries matrix, which is a novel method of encoding protein sequences based on decagonal isometries group. Hindawi Publishing Corporation 2013-04-15 /pmc/articles/PMC3649804/ /pubmed/23690747 http://dx.doi.org/10.1155/2013/607830 Text en Copyright © 2013 Amrita Roy Choudhury 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 Roy Choudhury, Amrita Zhukov, Nikolay Novič, Marjana Mathematical Characterization of Protein Transmembrane Regions |
title | Mathematical Characterization of Protein Transmembrane Regions |
title_full | Mathematical Characterization of Protein Transmembrane Regions |
title_fullStr | Mathematical Characterization of Protein Transmembrane Regions |
title_full_unstemmed | Mathematical Characterization of Protein Transmembrane Regions |
title_short | Mathematical Characterization of Protein Transmembrane Regions |
title_sort | mathematical characterization of protein transmembrane regions |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3649804/ https://www.ncbi.nlm.nih.gov/pubmed/23690747 http://dx.doi.org/10.1155/2013/607830 |
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