Nagy G, Oostenbrink C. Dihedral-based segment identification and classification of biopolymers II: polynucleotides.
J Chem Inf Model 2014;
54:278-88. [PMID:
24364355 PMCID:
PMC3904765 DOI:
10.1021/ci400542n]
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Abstract
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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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