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Dihedral-Based Segment Identification and Classification of Biopolymers II: Polynucleotides

[Image: see text] In an accompanying paper (Nagy, G.; Oostenbrink, C. Dihedral-based segment identification and classification of biopolymers I: Proteins. J. Chem. Inf. Model. 2013, DOI: 10.1021/ci400541d), we introduce a new algorithm for structure classification of biopolymeric structures based on...

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Autores principales: Nagy, Gabor, Oostenbrink, Chris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2013
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3904765/
https://www.ncbi.nlm.nih.gov/pubmed/24364355
http://dx.doi.org/10.1021/ci400542n
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author Nagy, Gabor
Oostenbrink, Chris
author_facet Nagy, Gabor
Oostenbrink, Chris
author_sort Nagy, Gabor
collection PubMed
description [Image: see text] In an accompanying paper (Nagy, G.; Oostenbrink, C. Dihedral-based segment identification and classification of biopolymers I: Proteins. J. Chem. Inf. Model. 2013, DOI: 10.1021/ci400541d), we introduce a new algorithm for structure classification of biopolymeric structures based on main-chain dihedral angles. The DISICL algorithm (short for DIhedral-based Segment Identification and CLassification) classifies segments of structures containing two central residues. Here, we introduce the DISICL library for polynucleotides, which is based on the dihedral angles ε, ζ, and χ for the two central residues of a three-nucleotide segment of a single strand. Seventeen distinct structural classes are defined for nucleotide structures, some of which—to our knowledge—were not described previously in other structure classification algorithms. In particular, DISICL also classifies noncanonical single-stranded structural elements. DISICL is applied to databases of DNA and RNA structures containing 80,000 and 180,000 segments, respectively. The classifications according to DISICL are compared to those of another popular classification scheme in terms of the amount of classified nucleotides, average occurrence and length of structural elements, and pairwise matches of the classifications. While the detailed classification of DISICL adds sensitivity to a structure analysis, it can be readily reduced to eight simplified classes providing a more general overview of the secondary structure in polynucleotides.
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spelling pubmed-39047652014-01-29 Dihedral-Based Segment Identification and Classification of Biopolymers II: Polynucleotides Nagy, Gabor Oostenbrink, Chris J Chem Inf Model [Image: see text] In an accompanying paper (Nagy, G.; Oostenbrink, C. Dihedral-based segment identification and classification of biopolymers I: Proteins. J. Chem. Inf. Model. 2013, DOI: 10.1021/ci400541d), we introduce a new algorithm for structure classification of biopolymeric structures based on main-chain dihedral angles. The DISICL algorithm (short for DIhedral-based Segment Identification and CLassification) classifies segments of structures containing two central residues. Here, we introduce the DISICL library for polynucleotides, which is based on the dihedral angles ε, ζ, and χ for the two central residues of a three-nucleotide segment of a single strand. Seventeen distinct structural classes are defined for nucleotide structures, some of which—to our knowledge—were not described previously in other structure classification algorithms. In particular, DISICL also classifies noncanonical single-stranded structural elements. DISICL is applied to databases of DNA and RNA structures containing 80,000 and 180,000 segments, respectively. The classifications according to DISICL are compared to those of another popular classification scheme in terms of the amount of classified nucleotides, average occurrence and length of structural elements, and pairwise matches of the classifications. While the detailed classification of DISICL adds sensitivity to a structure analysis, it can be readily reduced to eight simplified classes providing a more general overview of the secondary structure in polynucleotides. American Chemical Society 2013-12-24 2014-01-27 /pmc/articles/PMC3904765/ /pubmed/24364355 http://dx.doi.org/10.1021/ci400542n Text en Copyright © 2013 American Chemical Society Terms of Use CC-BY (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html)
spellingShingle Nagy, Gabor
Oostenbrink, Chris
Dihedral-Based Segment Identification and Classification of Biopolymers II: Polynucleotides
title Dihedral-Based Segment Identification and Classification of Biopolymers II: Polynucleotides
title_full Dihedral-Based Segment Identification and Classification of Biopolymers II: Polynucleotides
title_fullStr Dihedral-Based Segment Identification and Classification of Biopolymers II: Polynucleotides
title_full_unstemmed Dihedral-Based Segment Identification and Classification of Biopolymers II: Polynucleotides
title_short Dihedral-Based Segment Identification and Classification of Biopolymers II: Polynucleotides
title_sort dihedral-based segment identification and classification of biopolymers ii: polynucleotides
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3904765/
https://www.ncbi.nlm.nih.gov/pubmed/24364355
http://dx.doi.org/10.1021/ci400542n
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