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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,...

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Detalles Bibliográficos
Autores principales: Roy Choudhury, Amrita, Zhukov, Nikolay, Novič, Marjana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
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.
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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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