DocumentCode
593671
Title
Long Range Correlations between nucleotide triplets
Author
Vitale, D. ; Kuruoglu, Ercan Engin ; Abul, O.
Author_Institution
ISTI, Pisa, Italy
fYear
2011
fDate
2-5 May 2011
Firstpage
120
Lastpage
123
Abstract
The study of statistical fluctuations in DNA sequences can reveal important characteristics of their organization. Particularly, in the last two decades, several studies have focused on the detection of Long Range Correlations (LRC) in DNA sequences, and on the study of particular long range dependence properties of nucleotides. Since protein coding is carried out by codons (nucleotide triplets), we conduct LRD analysis to see whether there is a long range dependence among nucleotide triplets. Our interest is not limited to auto correlations of single codons, but also extends to cross correlations over all possible pairs of nucleotide triplets. The analysis on nucleotide triplets reveal LRCs for the human Chromosomes 20 and 21. Moreover, some triplets that contain only nucleotides Adenine and Thymine are seen to exhibit correlation significantly higher than others.
Keywords
DNA; fluctuations; molecular biophysics; molecular configurations; proteins; statistical analysis; DNA sequence LRC; DNA sequence organization; DNA sequence statistical fluctuations; LRD analysis; adenine; codons; human chromosome 20; human chromosome 21; long range correlation detection; nucleotide long range dependence properties; nucleotide triplet long range correlations; nucleotide triplets; protein coding; single codon autocorrelation; thymine; Biological cells; Correlation; DNA; Encoding; Genomics; Mutual information; Random variables; Bioinformatics; Long Range Correlations; Mutual Information;
fLanguage
English
Publisher
ieee
Conference_Titel
Health Informatics and Bioinformatics (HIBIT), 2011 6th International Symposium on
Conference_Location
Izmir
Print_ISBN
978-2-4673-4394-4
Type
conf
DOI
10.1109/HIBIT.2011.6450820
Filename
6450820
Link To Document