Characterization of DNA primary sequences based on the average distances between bases.
We outline numerical characterization of DNA primary sequence based on calculation of the average distance between pairs of nucleic acid bases. This leads to a representation of DNA by a condensed 4 x 4 symmetrical matrix, the elements of which give the average separation between pair of bases X, Y in DNA (X, Y = A, C, G, T). As an invariant of choice we consider the leading eigenvalue of the derived 4 x 4 matrix. Additional structurally related invariants were obtained by constructing additional "higher order" 4 x 4 matrices derived from the initial 4 x 4 matrix by raising its elements to higher powers. Suitably normalized leading eigenvalue of these matrices offer a novel characterization of DNA primary sequences, referred to as "DNA profiles". The approach is illustrated on exon 1 of human beta-globin gene.
Randić
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M
Department of Mathematics & Computer Science, Drake University, Des Moines, Iowa 50311, USA.
Basak
S C
SC
D004247:DNA / Q000737:chemistry*; D008958:Models, Molecular; D017422:Sequence Analysis, DNA / Q000379:methods*
D004247:DNA