Home LiteratureArticle Details
PMID: 11861919 Published · ppublish English Journal Article Research Support, U.S. Gov't, Non-P.H.S.

Nucleotides of transcription factor binding sites exert interdependent effects on the binding affinities of transcription factors.

Nucleic acids research ·Vol. 30 ·No. 5 ·2002-03-01 ·Pages 1255-61

Bulyk ML, Johnson PL, Church GM

Abstract

We can determine the effects of many possible sequence variations in transcription factor binding sites using microarray binding experiments. Analysis of wild-type and mutant Zif268 (Egr1) zinc fingers bound to microarrays containing all possible central 3 bp triplet binding sites indicates that the nucleotides of transcription factor binding sites cannot be treated independently. This indicates that the current practice of characterizing transcription factor binding sites by mutating individual positions of binding sites one base pair at a time does not provide a true picture of the sequence specificity. Similarly, current bioinformatic practices using either just a consensus sequence, or even mononucleotide frequency weight matrices to provide more complete descriptions of transcription factor binding sites, are not accurate in depicting the true binding site specificities, since these methods rely upon the assumption that the nucleotides of binding sites exert independent effects on binding affinity. Our results stress the importance of complete reference tables of all possible binding sites for comparing protein binding preferences for various DNA sequences. We also show results suggesting that microarray binding data using particular subsets of all possible binding sites can be used to extrapolate the relative binding affinities of all possible full-length binding sites, given a known binding site for use as a starting sequence for site preference refinement.

MeSH Terms
Animals Base Sequence Binding Sites DNA/metabolism DNA-Binding Proteins/chemistry,genetics,metabolism Early Growth Response Protein 1 Immediate-Early Proteins Markov Chains Mice Models, Molecular Mutation Nucleotides/metabolism,physiology Oligonucleotide Array Sequence Analysis/methods Peptide Library Transcription Factors/chemistry,genetics,metabolism Zinc Fingers
Chemicals
DNA-Binding Proteins Early Growth Response Protein 1 Egr1 protein, mouse Immediate-Early Proteins Nucleotides Peptide Library Transcription Factors DNA
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Bulyk Martha L
Harvard University Graduate Biophysics Program, Harvard Medical School, Boston, MA 02115, USA.
Johnson Philip L F
Church George M
References (22)
22 references, click to expand
  1. Genie--gene finding in Drosophila melanogaster.
    Genome Res. 2000 Apr;10(4):529-38 PMID: 10779493
  2. Oligonucleotide frequency matrices addressed to recognizing functional DNA sites.
    Bioinformatics. 1999 Jul-Aug;15(7-8):631-43 PMID: 10487871
  3. Non-independence of Mnt repressor-operator interaction determined by a new quantitative multiple fluorescence relative affinity (QuMFRA) assay.
    Nucleic Acids Res. 2001 Jun 15;29(12):2471-8 PMID: 11410653
  4. Exploring the DNA-binding specificities of zinc fingers with DNA microarrays.
    Proc Natl Acad Sci U S A. 2001 Jun 19;98(13):7158-63 PMID: 11404456
  5. Quantitative analysis of the relationship between nucleotide sequence and functional activity.
    Nucleic Acids Res. 1986 Aug 26;14(16):6661-79 PMID: 3092188
  6. Profile analysis: detection of distantly related proteins.
    Proc Natl Acad Sci U S A. 1987 Jul;84(13):4355-8 PMID: 3474607
  7. Methods to define and locate patterns of motifs in sequences.
    Comput Appl Biosci. 1988 Mar;4(1):53-60 PMID: 2898280
  8. Stochastic models for heterogeneous DNA sequences.
    Bull Math Biol. 1989;51(1):79-94 PMID: 2706403
  9. Zinc finger-DNA recognition: crystal structure of a Zif268-DNA complex at 2.1 A.
    Science. 1991 May 10;252(5007):809-17 PMID: 2028256
  10. Toward rules relating zinc finger protein sequences and DNA binding site preferences.
    Proc Natl Acad Sci U S A. 1992 Aug 15;89(16):7345-9 PMID: 1502144
  11. Determination of the base recognition positions of zinc fingers from sequence analysis.
    EMBO J. 1992 Dec;11(12):4507-17 PMID: 1425585
  12. A weight array method for splicing signal analysis.
    Comput Appl Biosci. 1993 Oct;9(5):499-509 PMID: 8293321
  13. Toward a code for the interactions of zinc fingers with DNA: selection of randomized fingers displayed on phage.
    Proc Natl Acad Sci U S A. 1994 Nov 8;91(23):11163-7 PMID: 7972027
  14. Selection of DNA binding sites for zinc fingers using rationally randomized DNA reveals coded interactions.
    Proc Natl Acad Sci U S A. 1994 Nov 8;91(23):11168-72 PMID: 7972028
  15. DNA recognition code of transcription factors in the helix-turn-helix, probe helix, hormone receptor, and zinc finger families.
    Proc Natl Acad Sci U S A. 1994 Dec 20;91(26):12357-61 PMID: 7809040
  16. MatInd and MatInspector: new fast and versatile tools for detection of consensus matches in nucleotide sequence data.
    Nucleic Acids Res. 1995 Dec 11;23(23):4878-84 PMID: 8532532
  17. A statistical model for locating regulatory regions in genomic DNA.
    J Mol Biol. 1997 Apr 25;268(1):8-14 PMID: 9149136
  18. Meta-MEME: motif-based hidden Markov models of protein families.
    Comput Appl Biosci. 1997 Aug;13(4):397-406 PMID: 9283754
  19. TRANSFAC database as a bridge between sequence data libraries and biological function.
    Pac Symp Biocomput. 1997;:477-85 PMID: 9390316
  20. Profile hidden Markov models.
    Bioinformatics. 1998;14(9):755-63 PMID: 9918945
  21. Analysis of zinc fingers optimized via phage display: evaluating the utility of a recognition code.
    J Mol Biol. 1999 Feb 5;285(5):1917-34 PMID: 9925775
  22. Promoter prediction on a genomic scale--the Adh experience.
    Genome Res. 2000 Apr;10(4):539-42 PMID: 10779494
Article Info
Journal
Nucleic acids research
Abbr.
Nucleic Acids Res
ISSN
1362-4962
Published
2002-03-01
Pages
1255-61
Language
English
Region
England
NLM ID
0411011
PMCID
PMC101241
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]