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Folding by Numbers: Primary Sequence Statistics and Their Use in Studying Protein Folding

The exponential growth over the past several decades in the quantity of both primary sequence data available and the number of protein structures determined has provided a wealth of information describing the relationship between protein primary sequence and tertiary structure. This growing reposito...

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Detalles Bibliográficos
Autores principales: Wathen, Brent, Jia, Zongchao
Formato: Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2680634/
https://www.ncbi.nlm.nih.gov/pubmed/19468326
http://dx.doi.org/10.3390/ijms10041567
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author Wathen, Brent
Jia, Zongchao
author_facet Wathen, Brent
Jia, Zongchao
author_sort Wathen, Brent
collection PubMed
description The exponential growth over the past several decades in the quantity of both primary sequence data available and the number of protein structures determined has provided a wealth of information describing the relationship between protein primary sequence and tertiary structure. This growing repository of data has served as a prime source for statistical analysis, where underlying relationships between patterns of amino acids and protein structure can be uncovered. Here, we survey the main statistical approaches that have been used for identifying patterns within protein sequences, and discuss sequence pattern research as it relates to both secondary and tertiary protein structure. Limitations to statistical analyses are discussed, and a context for their role within the field of protein folding is given. We conclude by describing a novel statistical study of residue patterning in β-strands, which finds that hydrophobic (i,i+2) pairing in β-strands occurs more often than expected at locations near strand termini. Interpretations involving β-sheet nucleation and growth are discussed.
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spelling pubmed-26806342009-05-22 Folding by Numbers: Primary Sequence Statistics and Their Use in Studying Protein Folding Wathen, Brent Jia, Zongchao Int J Mol Sci Review The exponential growth over the past several decades in the quantity of both primary sequence data available and the number of protein structures determined has provided a wealth of information describing the relationship between protein primary sequence and tertiary structure. This growing repository of data has served as a prime source for statistical analysis, where underlying relationships between patterns of amino acids and protein structure can be uncovered. Here, we survey the main statistical approaches that have been used for identifying patterns within protein sequences, and discuss sequence pattern research as it relates to both secondary and tertiary protein structure. Limitations to statistical analyses are discussed, and a context for their role within the field of protein folding is given. We conclude by describing a novel statistical study of residue patterning in β-strands, which finds that hydrophobic (i,i+2) pairing in β-strands occurs more often than expected at locations near strand termini. Interpretations involving β-sheet nucleation and growth are discussed. Molecular Diversity Preservation International (MDPI) 2009-04-08 /pmc/articles/PMC2680634/ /pubmed/19468326 http://dx.doi.org/10.3390/ijms10041567 Text en © 2009 by the authors; licensee Molecular Diversity Preservation International, Basel, Switzerland. http://creativecommons.org/licenses/by/3.0 This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Review
Wathen, Brent
Jia, Zongchao
Folding by Numbers: Primary Sequence Statistics and Their Use in Studying Protein Folding
title Folding by Numbers: Primary Sequence Statistics and Their Use in Studying Protein Folding
title_full Folding by Numbers: Primary Sequence Statistics and Their Use in Studying Protein Folding
title_fullStr Folding by Numbers: Primary Sequence Statistics and Their Use in Studying Protein Folding
title_full_unstemmed Folding by Numbers: Primary Sequence Statistics and Their Use in Studying Protein Folding
title_short Folding by Numbers: Primary Sequence Statistics and Their Use in Studying Protein Folding
title_sort folding by numbers: primary sequence statistics and their use in studying protein folding
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2680634/
https://www.ncbi.nlm.nih.gov/pubmed/19468326
http://dx.doi.org/10.3390/ijms10041567
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