Detection and visualization of tandem repeats in DNA sequences

被引:39
|
作者
Buchner, M [1 ]
Janjarasjitt, S [1 ]
机构
[1] Case Western Reserve Univ, Dept Elect Engn & Comp Sci, Cleveland, OH 44106 USA
关键词
detection; short-time periodicity transform; tandem repeats in DNA; visualization;
D O I
10.1109/TSP.2003.815396
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
One conspicuous feature of DNA is the extent to which nucleotide subsequences repeat in the genome. Several strongly repetitive tandem (or contiguous) repeats are known to be associated with genetic diseases, while weaker repetitive structures are thought to be representative of historical events associated with sequence repetition. Thus, it is important to develop sensitive and rapid automation of the detection and identification of repeat sequences. A new algorithm for examining periodic patterns in DNA sequences is developed. The algorithm uses the short-time periodicity transform to compute the closest periodic sequence of fixed length at each nucleotide position in a given sequence to be analyzed. Each such subsequence is then compared to its closest periodic sequence to provide a quantitative measure of the amount of repetition within the sequence. In addition to being used to detect the presence of repeat subsequences in DNA, the periodicity explorer algorithm provides a potentially useful visualization of periodic patterns in a DNA sequence through a graphical display of the relative energy in the optimal periodic projections of the analyzed sequences, i.e., the DNA periodogram. Computationally, the algorithm is linear in the length of the analyzed sequence.
引用
收藏
页码:2280 / 2287
页数:8
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