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PMID: 14613976 Published · ppublish English Journal Article Research Support, U.S. Gov't, P.H.S.

Nucleotide frequency variation across human genes.

Genome research ·Vol. 13 ·No. 12 ·2003-12-00 ·Pages 2594-601

Louie E, Ott J, Majewski J

Abstract

The frequencies of individual nucleotides exhibit significant fluctuations across eukaryotic genes. In this paper, we investigate nucleotide variation across an averaged representation of all known human genes. Such a representation allows us to average out random fluctuations that constitute noise and uncover remarkable systematic trends in nucleotide distributions, particularly near boundaries between genetic elements--the promoter, exons, and introns. We propose that such variations result from differential mutational pressures and from the presence of specific regulatory motifs, such as transcription and splicing factor binding sites. Specifically, we observe significant GC and TA biases (excess of G over C and T over A) in noncoding regions of genes. Such biases are most probably caused by transcription-coupled mismatch repair, an effect that has recently been detected in mammalian genes. Subsequently, we examine the distribution of all hexanucleotides and identify motifs that are overrepresented within regulatory regions. By clustering and aligning such sequences, we recognize families of putative regulatory elements involved in exonic and intronic splicing control, and 3' mRNA processing. Some of our motifs have been identified in prior theoretical and experimental studies, thus validating our approach, but we detect several novel sequences that we propose as candidates for future functional assays and mutation screens for genetic disorders.

MeSH Terms
AT Rich Sequence/genetics Base Composition Computational Biology/methods,statistics & numerical data Exons/genetics GC Rich Sequence/genetics Genes Genetic Variation Humans Introns/genetics Nucleotides/chemistry,genetics
Chemicals
Nucleotides
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Louie Elizabeth
The Rockefeller University, New York, New York 10021, USA.
Ott Jurg
Majewski Jacek
References (47)
47 references, click to expand
  1. Intra-strand biases in bacteriophage T4 genome.
    Gene. 1999 Sep 30;238(1):59-64 PMID: 10570984
  2. Mechanism and regulation of mRNA polyadenylation.
    Genes Dev. 1997 Nov 1;11(21):2755-66 PMID: 9353246
  3. Functional analyses of natural variation in Sp1 binding sites of a TATA-less promoter.
    J Mol Evol. 1999 Dec;49(6):736-49 PMID: 10594175
  4. Strand symmetry around the beta-globin origin of replication in primates.
    Mol Biol Evol. 2000 Mar;17(3):416-22 PMID: 10723742
  5. An overview on the distribution of word counts in Markov chains.
    J Comput Biol. 2000 Feb-Apr;7(1-2):193-201 PMID: 10890396
  6. Chargaff's legacy.
    Gene. 2000 Dec 30;261(1):127-37 PMID: 11164044
  7. Initial sequencing and analysis of the human genome.
    Nature. 2001 Feb 15;409(6822):860-921 PMID: 11237011
  8. Deamination as the basis of strand-asymmetric evolution in transcribed Escherichia coli sequences.
    Mol Biol Evol. 2001 Jun;18(6):1147-50 PMID: 11371605
  9. Multiple transcript cleavage precedes polymerase release in termination by RNA polymerase II.
    Cell. 2001 Jun 1;105(5):669-81 PMID: 11389836
  10. Recognition of polyadenylation sites in yeast pre-mRNAs by cleavage and polyadenylation factor.
    EMBO J. 2001 Jun 15;20(12):3197-209 PMID: 11406596
  11. Identification of alternate polyadenylation sites and analysis of their tissue distribution using EST data.
    Genome Res. 2001 Sep;11(9):1520-6 PMID: 11544195
  12. Regulatory functions of 3'UTRs.
    Biochem Biophys Res Commun. 2001 Oct 26;288(2):291-5 PMID: 11606041
  13. Skew of mononucleotide frequencies, relative abundance of dinucleotides, and DNA strand asymmetry.
    J Mol Evol. 2001 Oct-Nov;53(4-5):364-76 PMID: 11675596
  14. A PUF family portrait: 3'UTR regulation as a way of life.
    Trends Genet. 2002 Mar;18(3):150-7 PMID: 11858839
  15. Methylation patterns of the human beta-glucuronidase gene locus: boundaries of methylation and general implications for frequent point mutations at CpG dinucleotides.
    Genomics. 2002 Mar;79(3):363-75 PMID: 11863366
  16. Comprehensive analysis of CpG islands in human chromosomes 21 and 22.
    Proc Natl Acad Sci U S A. 2002 Mar 19;99(6):3740-5 PMID: 11891299
  17. Probabilistic prediction of Saccharomyces cerevisiae mRNA 3'-processing sites.
    Nucleic Acids Res. 2002 Apr 15;30(8):1851-8 PMID: 11937640
  18. The human genome browser at UCSC.
    Genome Res. 2002 Jun;12(6):996-1006 PMID: 12045153
  19. Transcription-associated mutational asymmetry in mammalian evolution.
    Nat Genet. 2003 Apr;33(4):514-7 PMID: 12612582
  20. The consensus sequence YGTGTTYY located downstream from the AATAAA signal is required for efficient formation of mRNA 3' termini.
    Nucleic Acids Res. 1985 Feb 25;13(4):1347-68 PMID: 2987822
  21. The mosaic genome of warm-blooded vertebrates.
    Science. 1985 May 24;228(4702):953-8 PMID: 4001930
  22. CpG islands in vertebrate genomes.
    J Mol Biol. 1987 Jul 20;196(2):261-82 PMID: 3656447
  23. Sequence logos: a new way to display consensus sequences.
    Nucleic Acids Res. 1990 Oct 25;18(20):6097-100 PMID: 2172928
  24. The distribution of genes in the human genome.
    Gene. 1991 Apr;100:181-7 PMID: 2055469
  25. Over- and under-representation of short oligonucleotides in DNA sequences.
    Proc Natl Acad Sci U S A. 1992 Feb 15;89(4):1358-62 PMID: 1741388
  26. Mutations which alter splicing in the human hypoxanthine-guanine phosphoribosyltransferase gene.
    Nucleic Acids Res. 1992 Mar 25;20(6):1201-8 PMID: 1373235
  27. The upstream sequence element of the C2 complement poly(A) signal activates mRNA 3' end formation by two distinct mechanisms.
    Genes Dev. 1998 Aug 15;12(16):2522-34 PMID: 9716405
  28. The PUMILIO-RNA interaction: a single RNA-binding domain monomer recognizes a bipartite target sequence.
    Biochemistry. 1999 Jan 12;38(2):596-604 PMID: 9888799
  29. Selection and characterization of pre-mRNA splicing enhancers: identification of novel SR protein-specific enhancer sequences.
    Mol Cell Biol. 1999 Mar;19(3):1705-19 PMID: 10022858
  30. Detection of polyadenylation signals in human DNA sequences.
    Gene. 1999 Apr 29;231(1-2):77-86 PMID: 10231571
  31. Structure and function of nucleic acids as cell constituents.
    Fed Proc. 1951 Sep;10(3):654-9 PMID: 14887699
  32. Predictive identification of exonic splicing enhancers in human genes.
    Science. 2002 Aug 9;297(5583):1007-13 PMID: 12114529
  33. Why are complementary DNA strands symmetric?
    Bioinformatics. 2002 Aug;18(8):1021-33 PMID: 12176825
  34. Upstream elements present in the 3'-untranslated region of collagen genes influence the processing efficiency of overlapping polyadenylation signals.
    J Biol Chem. 2002 Nov 8;277(45):42733-40 PMID: 12200454
  35. Distribution and characterization of regulatory elements in the human genome.
    Genome Res. 2002 Dec;12(12):1827-36 PMID: 12466286
  36. CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice.
    Nucleic Acids Res. 1994 Nov 11;22(22):4673-80 PMID: 7984417
  37. Biased distribution of adenine and thymine in gene nucleotide sequences.
    J Mol Evol. 1994 Nov;39(5):439-47 PMID: 7528807
  38. A subset of SR proteins activates splicing of the cardiac troponin T alternative exon by direct interactions with an exonic enhancer.
    Mol Cell Biol. 1995 Sep;15(9):4898-907 PMID: 7651409
  39. CpG islands and genes.
    Curr Opin Genet Dev. 1995 Jun;5(3):309-14 PMID: 7549424
  40. Asymmetric substitution patterns in the two DNA strands of bacteria.
    Mol Biol Evol. 1996 May;13(5):660-5 PMID: 8676740
  41. Over- and underrepresentation of short DNA words in herpesvirus genomes.
    J Comput Biol. 1996 Fall;3(3):345-60 PMID: 8891954
  42. Transcription-induced mutations: increase in C to T mutations in the nontranscribed strand during transcription in Escherichia coli.
    Proc Natl Acad Sci U S A. 1996 Nov 26;93(24):13919-24 PMID: 8943036
  43. Intronic and exonic sequences modulate 5' splice site selection in plant nuclei.
    Nucleic Acids Res. 1997 Mar 1;25(5):1071-7 PMID: 9023120
  44. Sequence-specific RNA binding by an SR protein requires RS domain phosphorylation: creation of an SRp40-specific splicing enhancer.
    Proc Natl Acad Sci U S A. 1997 Feb 18;94(4):1148-53 PMID: 9037021
  45. Strand asymmetries in DNA evolution.
    Trends Genet. 1997 Jun;13(6):240-5 PMID: 9196330
  46. G triplets located throughout a class of small vertebrate introns enforce intron borders and regulate splice site selection.
    Mol Cell Biol. 1997 Aug;17(8):4562-71 PMID: 9234714
  47. In silico detection of control signals: mRNA 3'-end-processing sequences in diverse species.
    Proc Natl Acad Sci U S A. 1999 Nov 23;96(24):14055-60 PMID: 10570197
Article Info
Journal
Genome research
Abbr.
Genome Res
ISSN
1088-9051
Published
2003-12-00
Epub
2003-00-12
Pages
2594-601
Language
English
Region
United States
NLM ID
9518021
PMCID
PMC403801
Subset
IM
Grants
NHGRI NIH HHS · R01 HG000008 · United States
NHGRI NIH HHS · HG00008 · United States
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