An efficient visualization tool for the analysis of protein mutation matrices
dc.contributor.author | David, Maria | |
dc.contributor.author | Lapid, Carlo M | |
dc.contributor.author | Daria, Vincent | |
dc.date.accessioned | 2015-12-07T03:37:41Z | |
dc.date.available | 2015-12-07T03:37:41Z | |
dc.date.issued | 2008-04-28 | |
dc.date.updated | 2015-12-08T02:59:23Z | |
dc.description.abstract | BACKGROUND It is useful to develop a tool that would effectively describe protein mutation matrices specifically geared towards the identification of mutations that produce either wanted or unwanted effects, such as an increase or decrease in affinity, or a predisposition towards misfolding. Here, we describe a tool where such mutations are efficiently identified, categorized and visualized. To categorize the mutations, amino acids in a mutation matrix are arranged according to one of three sets of physicochemical characteristics, namely hydrophilicity, size and polarizability, and charge and polarity. The magnitude and frequencies of mutations for an alignment are subsequently described using color information and scaling factors. RESULTS To illustrate the capabilities of our approach, the technique is used to visualize and to compare mutation patterns in evolving sequences with diametrically opposite characteristics. Results show the emergence of distinct patterns not immediately discernible from the raw matrices. CONCLUSION Our technique enables effective categorization and visualization of mutations by using specifically-arranged mutation matrices. This tool has a number of possible applications in protein engineering, notably in simplifying the identification of mutations and/or mutation trends that are associated with specific engineered protein characteristics and behavior. | |
dc.identifier.issn | 1471-2105 | en_AU |
dc.identifier.uri | http://hdl.handle.net/1885/17065 | |
dc.publisher | BioMed Central | |
dc.rights | © 2008 David et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. | |
dc.source | BMC Bioinformatics | |
dc.subject | amino acids | |
dc.subject | amyloid | |
dc.subject | animals | |
dc.subject | antibodies | |
dc.subject | computer graphics | |
dc.subject | databases, protein | |
dc.subject | electric capacitance | |
dc.subject | hemagglutinins | |
dc.subject | humans | |
dc.subject | hydrophobic and hydrophilic interactions | |
dc.subject | iodide peroxidase | |
dc.subject | mutagenesis | |
dc.subject | protein folding | |
dc.subject | proteins | |
dc.subject | receptors, odorant | |
dc.subject | research design | |
dc.subject | sequence alignment | |
dc.subject | sequence analysis, protein | |
dc.subject | static electricity | |
dc.subject | audiovisual aids | |
dc.subject | mutation | |
dc.subject | user-computer interface | |
dc.title | An efficient visualization tool for the analysis of protein mutation matrices | |
dc.type | Journal article | |
local.bibliographicCitation.issue | 1 | en_AU |
local.bibliographicCitation.lastpage | 14) | |
local.bibliographicCitation.startpage | 218 | en_AU |
local.contributor.affiliation | David, Maria Pamela, University of the Philippines, Philippines | en_AU |
local.contributor.affiliation | Lapid, Carlo, University of the Philippines, Philippines | en_AU |
local.contributor.affiliation | Daria, Vincent, College of Medicine, Biology and Environment, CMBE John Curtin School of Medical Research, Eccles Institute of Neuroscience, The Australian National University | en_AU |
local.contributor.authoruid | Daria, Vincent, u4492652 | |
local.description.notes | Imported from ARIES. At the time of publication, V.R.M.Daria was at Computational Science Research Center and National Institute of Physics, University of the Philippines. | en_AU |
local.identifier.absfor | 060102 | en_AU |
local.identifier.ariespublication | u4492652xPUB11 | en_AU |
local.identifier.citationvolume | 9 | en_AU |
local.identifier.doi | 10.1186/1471-2105-9-218 | en_AU |
local.identifier.essn | 1471-2105 | en_AU |
local.identifier.scopusID | 2-s2.0-44249110700 | |
local.identifier.thomsonID | 000256037700001 | |
local.identifier.uidSubmittedBy | u3488905 | en_AU |
local.type.status | Published Version | en_AU |
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