Literature DB >> 14575716

Identification of isochore boundaries in the human genome using the technique of wavelet multiresolution analysis.

Sheng-Yun Wen1, Chun-Ting Zhang.   

Abstract

Incorporated with the Z curve method, the technique of wavelet multiresolution (also known as multiscale) analysis has been proposed to identify the boundaries of isochores in the human genome. The human MHC sequence and the longest contigs of human chromosomes 21 and 22 are used as examples. The boundary between the isochores of Class III and Class II in the MHC sequence has been detected and found to be situated at the position 2,490,368bp. This result is in good agreement with the experimental evidence. An isochore with a length of about 7Mb in chromosome 21 has been identified and found to be gene- and Alu-poor. We have also found that the G+C content of chromosome 21 is more homogeneous than that of chromosome 22. Compared with the window-based methods, the present method has the highest resolution for identifying the boundaries of isochores, even at a scale of single base. Compared with the entropic segmentation method, the present method has the merits of more intuitiveness and less calculations. The important conclusion drawn in this study is that the segmentation points, at which the G+C content undergoes relatively dramatic changes, do exist in the human genome. These 'singularity' points may be considered to be candidates of isochore boundaries in the human genome. The method presented is a general one and can be used to analyze any other genomes.

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Year:  2003        PMID: 14575716     DOI: 10.1016/j.bbrc.2003.09.198

Source DB:  PubMed          Journal:  Biochem Biophys Res Commun        ISSN: 0006-291X            Impact factor:   3.575


  8 in total

1.  IsoFinder: computational prediction of isochores in genome sequences.

Authors:  José L Oliver; Pedro Carpena; Michael Hackenberg; Pedro Bernaola-Galván
Journal:  Nucleic Acids Res       Date:  2004-07-01       Impact factor: 16.971

2.  GC/AT-content spikes as genomic punctuation marks.

Authors:  Lingang Zhang; Simon Kasif; Charles R Cantor; Natalia E Broude
Journal:  Proc Natl Acad Sci U S A       Date:  2004-11-17       Impact factor: 11.205

3.  'Genome order index' should not be used for defining compositional constraints in nucleotide sequences--a case study of the Z-curve.

Authors:  Eran Elhaik; Dan Graur; Kresimir Josić
Journal:  Biol Direct       Date:  2010-02-17       Impact factor: 4.540

4.  Application of Wavelet Packet Transform to detect genetic polymorphisms by the analysis of inter-Alu PCR patterns.

Authors:  Maurizio Cardelli; Matteo Nicoli; Armando Bazzani; Claudio Franceschi
Journal:  BMC Bioinformatics       Date:  2010-12-09       Impact factor: 3.169

5.  Noncoding DNA, isochores and gene expression: nucleosome formation potential.

Authors:  Alexander E Vinogradov
Journal:  Nucleic Acids Res       Date:  2005-01-26       Impact factor: 16.971

Review 6.  Investigating genomic structure using changept: A Bayesian segmentation model.

Authors:  Manjula Algama; Jonathan M Keith
Journal:  Comput Struct Biotechnol J       Date:  2014-08-27       Impact factor: 7.271

7.  Comparing segmentations by applying randomization techniques.

Authors:  Niina Haiminen; Heikki Mannila; Evimaria Terzi
Journal:  BMC Bioinformatics       Date:  2007-05-23       Impact factor: 3.169

8.  A Brief Review: The Z-curve Theory and its Application in Genome Analysis.

Authors:  Ren Zhang; Chun-Ting Zhang
Journal:  Curr Genomics       Date:  2014-04       Impact factor: 2.236

  8 in total

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