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Spectral Analysis of Sequence Variability in Basic-Helix-loop-helix (bHLH) Protein Domains
The basic helix-loop-helix (bHLH) family of transcription factors is used as a paradigm to explore structural implications of periodicity patterns in amino acid sequence variability. A Boltzmann-Shannon entropy profile represents site-by-site amino acid variation in the bHLH domain. Spectral analysi...
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Formato: | Texto |
Lenguaje: | English |
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Libertas Academica
2007
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2674655/ https://www.ncbi.nlm.nih.gov/pubmed/19455213 |
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author | Wang, Zhi Atchley, William R. |
author_facet | Wang, Zhi Atchley, William R. |
author_sort | Wang, Zhi |
collection | PubMed |
description | The basic helix-loop-helix (bHLH) family of transcription factors is used as a paradigm to explore structural implications of periodicity patterns in amino acid sequence variability. A Boltzmann-Shannon entropy profile represents site-by-site amino acid variation in the bHLH domain. Spectral analysis of almost 200 bHLH sequences documents the periodic nature of the bHLH sequence variation. Spectral analyses provide strong evidence that the patterns of amino acid variation in large numbers of sequences conform to the classical α-helix three-dimensional structure periodicity of 3.6 amino acids per turn. Multivariate indices of amino acid physiochemical attributes derived from almost 500 amino acid attributes are used to provide information regarding the underlying causal components of the bHLH sequence variability. Five multivariate attribute indices are used that reflect patterns in i) polarity - hydrophobicity - accessibility, ii) propensity for secondary structures, iii) molecular volume, iv) codon composition and v) electrostatic charge. Multiple regression analyses of the entropy values as dependent variables and the factor score means and variances as independent variables are used to partition variation in entropy values into their underlying causal structural components. |
format | Text |
id | pubmed-2674655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2007 |
publisher | Libertas Academica |
record_format | MEDLINE/PubMed |
spelling | pubmed-26746552009-05-19 Spectral Analysis of Sequence Variability in Basic-Helix-loop-helix (bHLH) Protein Domains Wang, Zhi Atchley, William R. Evol Bioinform Online Original Research The basic helix-loop-helix (bHLH) family of transcription factors is used as a paradigm to explore structural implications of periodicity patterns in amino acid sequence variability. A Boltzmann-Shannon entropy profile represents site-by-site amino acid variation in the bHLH domain. Spectral analysis of almost 200 bHLH sequences documents the periodic nature of the bHLH sequence variation. Spectral analyses provide strong evidence that the patterns of amino acid variation in large numbers of sequences conform to the classical α-helix three-dimensional structure periodicity of 3.6 amino acids per turn. Multivariate indices of amino acid physiochemical attributes derived from almost 500 amino acid attributes are used to provide information regarding the underlying causal components of the bHLH sequence variability. Five multivariate attribute indices are used that reflect patterns in i) polarity - hydrophobicity - accessibility, ii) propensity for secondary structures, iii) molecular volume, iv) codon composition and v) electrostatic charge. Multiple regression analyses of the entropy values as dependent variables and the factor score means and variances as independent variables are used to partition variation in entropy values into their underlying causal structural components. Libertas Academica 2007-02-09 /pmc/articles/PMC2674655/ /pubmed/19455213 Text en Copyright © 2006 The authors. http://creativecommons.org/licenses/by/3.0 This article is published under the Creative Commons Attribution By licence. For further information go to: http://creativecommons.org/licenses/by/3.0. (http://creativecommons.org/licenses/by/3.0) |
spellingShingle | Original Research Wang, Zhi Atchley, William R. Spectral Analysis of Sequence Variability in Basic-Helix-loop-helix (bHLH) Protein Domains |
title | Spectral Analysis of Sequence Variability in Basic-Helix-loop-helix (bHLH) Protein Domains |
title_full | Spectral Analysis of Sequence Variability in Basic-Helix-loop-helix (bHLH) Protein Domains |
title_fullStr | Spectral Analysis of Sequence Variability in Basic-Helix-loop-helix (bHLH) Protein Domains |
title_full_unstemmed | Spectral Analysis of Sequence Variability in Basic-Helix-loop-helix (bHLH) Protein Domains |
title_short | Spectral Analysis of Sequence Variability in Basic-Helix-loop-helix (bHLH) Protein Domains |
title_sort | spectral analysis of sequence variability in basic-helix-loop-helix (bhlh) protein domains |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2674655/ https://www.ncbi.nlm.nih.gov/pubmed/19455213 |
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