LONG-RANGE CORRELATIONS IN NUCLEOTIDE-SEQUENCES

被引:1189
作者
PENG, CK
BULDYREV, SV
GOLDBERGER, AL
HAVLIN, S
SCIORTINO, F
SIMONS, M
STANLEY, HE
机构
[1] BOSTON UNIV,DEPT PHYS,BOSTON,MA 02215
[2] HARVARD UNIV,BETH ISRAEL HOSP,SCH MED,DIV CARDIOVASC,BOSTON,MA 02215
[3] NIH,DIV COMP RES & TECHNOL,PHYS SCI LAB,BETHESDA,MD 20892
[4] MIT,DEPT BIOL,CAMBRIDGE,MA 02139
关键词
D O I
10.1038/356168a0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
DNA SEQUENCES have been analysed using models, such as an n-step Markov chain, that incorporate the possibility of short-range nucleotide correlations 1. We propose here a method for studying the stochastic properties of nucleotide sequences by constructing a 1:1 map of the nucleotide sequence onto a walk, which we term a 'DNA walk'. We then use the mapping to provide a quantitative measure of the correlation between nucleotides over long distances along the DNA chain. Thus we uncover in the nucleotide sequence a remarkably long-range power law correlation that implies a new scale-invariant property of DNA. We find such long-range correlations in intron-containing genes and in nontranscribed regulatory DNA sequences, but not in complementary DNA sequences or intron-less genes.
引用
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页码:168 / 170
页数:3
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