Characterization of DNA primary sequences based on the average distances between bases

被引:48
作者
Randic, M [1 ]
Basak, SC
机构
[1] Drake Univ, Dept Math & Comp Sci, Des Moines, IA 50311 USA
[2] Univ Minnesota, Nat Resources Res Inst, Duluth, MN 55811 USA
来源
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES | 2001年 / 41卷 / 03期
关键词
D O I
10.1021/ci0000981
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
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.
引用
收藏
页码:561 / 568
页数:8
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