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TOPS++FATCAT: Fast flexible structural alignment using constraints derived from TOPS+ Strings Model

BACKGROUND: Protein structure analysis and comparison are major challenges in structural bioinformatics. Despite the existence of many tools and algorithms, very few of them have managed to capture the intuitive understanding of protein structures developed in structural biology, especially in the c...

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Autores principales: Veeramalai, Mallika, Ye, Yuzhen, Godzik, Adam
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2553092/
https://www.ncbi.nlm.nih.gov/pubmed/18759993
http://dx.doi.org/10.1186/1471-2105-9-358
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author Veeramalai, Mallika
Ye, Yuzhen
Godzik, Adam
author_facet Veeramalai, Mallika
Ye, Yuzhen
Godzik, Adam
author_sort Veeramalai, Mallika
collection PubMed
description BACKGROUND: Protein structure analysis and comparison are major challenges in structural bioinformatics. Despite the existence of many tools and algorithms, very few of them have managed to capture the intuitive understanding of protein structures developed in structural biology, especially in the context of rapid database searches. Such intuitions could help speed up similarity searches and make it easier to understand the results of such analyses. RESULTS: We developed a TOPS++FATCAT algorithm that uses an intuitive description of the proteins' structures as captured in the popular TOPS diagrams to limit the search space of the aligned fragment pairs (AFPs) in the flexible alignment of protein structures performed by the FATCAT algorithm. The TOPS++FATCAT algorithm is faster than FATCAT by more than an order of magnitude with a minimal cost in classification and alignment accuracy. For beta-rich proteins its accuracy is better than FATCAT, because the TOPS+ strings models contains important information of the parallel and anti-parallel hydrogen-bond patterns between the beta-strand SSEs (Secondary Structural Elements). We show that the TOPS++FATCAT errors, rare as they are, can be clearly linked to oversimplifications of the TOPS diagrams and can be corrected by the development of more precise secondary structure element definitions. SOFTWARE AVAILABILITY: The benchmark analysis results and the compressed archive of the TOPS++FATCAT program for Linux platform can be downloaded from the following web site: CONCLUSION: TOPS++FATCAT provides FATCAT accuracy and insights into protein structural changes at a speed comparable to sequence alignments, opening up a possibility of interactive protein structure similarity searches.
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spelling pubmed-25530922008-09-25 TOPS++FATCAT: Fast flexible structural alignment using constraints derived from TOPS+ Strings Model Veeramalai, Mallika Ye, Yuzhen Godzik, Adam BMC Bioinformatics Research Article BACKGROUND: Protein structure analysis and comparison are major challenges in structural bioinformatics. Despite the existence of many tools and algorithms, very few of them have managed to capture the intuitive understanding of protein structures developed in structural biology, especially in the context of rapid database searches. Such intuitions could help speed up similarity searches and make it easier to understand the results of such analyses. RESULTS: We developed a TOPS++FATCAT algorithm that uses an intuitive description of the proteins' structures as captured in the popular TOPS diagrams to limit the search space of the aligned fragment pairs (AFPs) in the flexible alignment of protein structures performed by the FATCAT algorithm. The TOPS++FATCAT algorithm is faster than FATCAT by more than an order of magnitude with a minimal cost in classification and alignment accuracy. For beta-rich proteins its accuracy is better than FATCAT, because the TOPS+ strings models contains important information of the parallel and anti-parallel hydrogen-bond patterns between the beta-strand SSEs (Secondary Structural Elements). We show that the TOPS++FATCAT errors, rare as they are, can be clearly linked to oversimplifications of the TOPS diagrams and can be corrected by the development of more precise secondary structure element definitions. SOFTWARE AVAILABILITY: The benchmark analysis results and the compressed archive of the TOPS++FATCAT program for Linux platform can be downloaded from the following web site: CONCLUSION: TOPS++FATCAT provides FATCAT accuracy and insights into protein structural changes at a speed comparable to sequence alignments, opening up a possibility of interactive protein structure similarity searches. BioMed Central 2008-08-31 /pmc/articles/PMC2553092/ /pubmed/18759993 http://dx.doi.org/10.1186/1471-2105-9-358 Text en Copyright © 2008 Veeramalai et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 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.
spellingShingle Research Article
Veeramalai, Mallika
Ye, Yuzhen
Godzik, Adam
TOPS++FATCAT: Fast flexible structural alignment using constraints derived from TOPS+ Strings Model
title TOPS++FATCAT: Fast flexible structural alignment using constraints derived from TOPS+ Strings Model
title_full TOPS++FATCAT: Fast flexible structural alignment using constraints derived from TOPS+ Strings Model
title_fullStr TOPS++FATCAT: Fast flexible structural alignment using constraints derived from TOPS+ Strings Model
title_full_unstemmed TOPS++FATCAT: Fast flexible structural alignment using constraints derived from TOPS+ Strings Model
title_short TOPS++FATCAT: Fast flexible structural alignment using constraints derived from TOPS+ Strings Model
title_sort tops++fatcat: fast flexible structural alignment using constraints derived from tops+ strings model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2553092/
https://www.ncbi.nlm.nih.gov/pubmed/18759993
http://dx.doi.org/10.1186/1471-2105-9-358
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