Home LiteratureArticle Details
PMID: 17040121 Published · ppublish English Journal Article Research Support, N.I.H., Extramural

Large-scale turnover of functional transcription factor binding sites in Drosophila.

PLoS computational biology ·Vol. 2 ·No. 10 ·2006-10-00 ·Pages e130

Moses AM, Pollard DA, Nix DA, Iyer VN, Li XY, Biggin MD, Eisen MB

Abstract

The gain and loss of functional transcription factor binding sites has been proposed as a major source of evolutionary change in cis-regulatory DNA and gene expression. We have developed an evolutionary model to study binding-site turnover that uses multiple sequence alignments to assess the evolutionary constraint on individual binding sites, and to map gain and loss events along a phylogenetic tree. We apply this model to study the evolutionary dynamics of binding sites of the Drosophila melanogaster transcription factor Zeste, using genome-wide in vivo (ChIP-chip) binding data to identify functional Zeste binding sites, and the genome sequences of D. melanogaster, D. simulans, D. erecta, and D. yakuba to study their evolution. We estimate that more than 5% of functional Zeste binding sites in D. melanogaster were gained along the D. melanogaster lineage or lost along one of the other lineages. We find that Zeste-bound regions have a reduced rate of binding-site loss and an increased rate of binding-site gain relative to flanking sequences. Finally, we show that binding-site gains and losses are asymmetrically distributed with respect to D. melanogaster, consistent with lineage-specific acquisition and loss of Zeste-responsive regulatory elements.

MeSH Terms
Animals Base Sequence Binding Sites Computational Biology Conserved Sequence DNA, Intergenic/genetics DNA-Binding Proteins/genetics Drosophila Proteins/genetics Drosophila melanogaster/genetics,metabolism Evolution, Molecular Models, Genetic Molecular Sequence Data Promoter Regions, Genetic/genetics Response Elements/genetics Selection, Genetic Sequence Alignment Transcription Factors/metabolism
Chemicals
DNA, Intergenic DNA-Binding Proteins Drosophila Proteins Transcription Factors z protein, Drosophila
Authors & Affiliations
7 authors, click to expand affiliations / ORCID
Moses Alan M
Graduate Group in Biophysics, University of California Berkeley, Berkeley, California, United States of America.
Pollard Daniel A
Nix David A
Iyer Venky N
Li Xiao-Yong
Biggin Mark D
Eisen Michael B
References (62)
62 references, click to expand
  1. Evidence for redundancy but not trans factor-cis element coevolution in the regulation of Drosophila Yp genes.
    Genetics. 1999 Jun;152(2):605-16 PMID: 10353903
  2. The specificity of protein-DNA crosslinking by formaldehyde: in vitro and in drosophila embryos.
    Nucleic Acids Res. 2000 Jan 15;28(2):e4 PMID: 10606672
  3. Evidence for stabilizing selection in a eukaryotic enhancer element.
    Nature. 2000 Feb 3;403(6769):564-7 PMID: 10676967
  4. DNA binding sites: representation and discovery.
    Bioinformatics. 2000 Jan;16(1):16-23 PMID: 10812473
  5. Conservation of DNA regulatory motifs and discovery of new motifs in microbial genomes.
    Genome Res. 2000 Jun;10(6):744-57 PMID: 10854408
  6. Evolution of transcriptional regulation.
    Curr Opin Genet Dev. 2000 Oct;10(5):575-9 PMID: 10980438
  7. Human-mouse genome comparisons to locate regulatory sites.
    Nat Genet. 2000 Oct;26(2):225-8 PMID: 11017083
  8. The correlation between intron length and recombination in drosophila. Dynamic equilibrium between mutational and selective forces.
    Genetics. 2000 Nov;156(3):1175-90 PMID: 11063693
  9. Genome-wide location and function of DNA binding proteins.
    Science. 2000 Dec 22;290(5500):2306-9 PMID: 11125145
  10. Phylogenetic footprinting of transcription factor binding sites in proteobacterial genomes.
    Nucleic Acids Res. 2001 Feb 1;29(3):774-82 PMID: 11160901
  11. Genomic binding sites of the yeast cell-cycle transcription factors SBF and MBF.
    Nature. 2001 Jan 25;409(6819):533-8 PMID: 11206552
  12. Rapid evolution of cis-regulatory sequences via local point mutations.
    Mol Biol Evol. 2001 Sep;18(9):1764-70 PMID: 11504856
  13. Enrichment of regulatory signals in conserved non-coding genomic sequence.
    Bioinformatics. 2001 Oct;17(10):871-7 PMID: 11673231
  14. Evolution of transcription factor binding sites in Mammalian gene regulatory regions: conservation and turnover.
    Mol Biol Evol. 2002 Jul;19(7):1114-21 PMID: 12082130
  15. LAGAN and Multi-LAGAN: efficient tools for large-scale multiple alignment of genomic DNA.
    Genome Res. 2003 Apr;13(4):721-31 PMID: 12654723
  16. Tracing the evolutionary history of Drosophila regulatory regions with models that identify transcription factor binding sites.
    Mol Biol Evol. 2003 May;20(5):703-14 PMID: 12679540
  17. Turnover of binding sites for transcription factors involved in early Drosophila development.
    Gene. 2003 May 22;310:215-20 PMID: 12801649
  18. GAGA facilitates binding of Pleiohomeotic to a chromatinized Polycomb response element.
    Nucleic Acids Res. 2003 Jul 15;31(14):4147-56 PMID: 12853632
  19. Transcription regulation and animal diversity.
    Nature. 2003 Jul 10;424(6945):147-51 PMID: 12853946
  20. Position specific variation in the rate of evolution in transcription factor binding sites.
    BMC Evol Biol. 2003 Aug 28;3:19 PMID: 12946282
  21. Temporal patterns of fruit fly (Drosophila) evolution revealed by mutation clocks.
    Mol Biol Evol. 2004 Jan;21(1):36-44 PMID: 12949132
  22. Positive selection on a human-specific transcription factor binding site regulating IL4 expression.
    Curr Biol. 2003 Dec 2;13(23):2118-23 PMID: 14654003
  23. Transcriptional regulation and the evolution of development.
    Int J Dev Biol. 2003;47(7-8):675-84 PMID: 14756343
  24. Expected rates and modes of evolution of enhancer sequences.
    Mol Biol Evol. 2004 Jun;21(6):1064-73 PMID: 15014138
  25. Population genetic variation in gene expression is associated with phenotypic variation in Saccharomyces cerevisiae.
    Genome Biol. 2004;5(4):R26 PMID: 15059259
  26. A method for the rapid sequence-independent amplification of microdissected chromosomal material.
    Genomics. 1992 Aug;13(4):1322-4 PMID: 1505965
  27. Genetic and developmental basis of evolutionary pelvic reduction in threespine sticklebacks.
    Nature. 2004 Apr 15;428(6984):717-23 PMID: 15085123
  28. A neutral model of transcriptome evolution.
    PLoS Biol. 2004 May;2(5):E132 PMID: 15138501
  29. Population genetic and phylogenetic evidence for positive selection on regulatory mutations at the factor VII locus in humans.
    Genetics. 2004 Jun;167(2):867-77 PMID: 15238535
  30. Positive selection on MMP3 regulation has shaped heart disease risk.
    Curr Biol. 2004 Sep 7;14(17):1531-9 PMID: 15341739
  31. Drosophila DNase I footprint database: a systematic genome annotation of transcription factor binding sites in the fruitfly, Drosophila melanogaster.
    Bioinformatics. 2005 Apr 15;21(8):1747-9 PMID: 15572468
  32. MONKEY: identifying conserved transcription-factor binding sites in multiple alignments using a binding site-specific evolutionary model.
    Genome Biol. 2004;5(12):R98 PMID: 15575972
  33. Chance caught on the wing: cis-regulatory evolution and the origin of pigment patterns in Drosophila.
    Nature. 2005 Feb 3;433(7025):481-7 PMID: 15690032
  34. Functional evolution of a cis-regulatory module.
    PLoS Biol. 2005 Apr;3(4):e93 PMID: 15757364
  35. Developmental genetic basis for the evolution of pelvic fin loss in the pufferfish Takifugu rubripes.
    Dev Biol. 2005 May 15;281(2):227-39 PMID: 15893975
  36. Evolutionary population genetics of promoters: predicting binding sites and functional phylogenies.
    Proc Natl Acad Sci U S A. 2005 Nov 1;102(44):15936-41 PMID: 16236723
  37. Adaptive evolution of non-coding DNA in Drosophila.
    Nature. 2005 Oct 20;437(7062):1149-52 PMID: 16237443
  38. Ancient and recent positive selection transformed opioid cis-regulation in humans.
    PLoS Biol. 2005 Dec;3(12):e387 PMID: 16274263
  39. Repeated morphological evolution through cis-regulatory changes in a pleiotropic gene.
    Nature. 2006 Apr 20;440(7087):1050-3 PMID: 16625197
  40. Computational models for neurogenic gene expression in the Drosophila embryo.
    Curr Biol. 2006 Jul 11;16(13):1358-65 PMID: 16750631
  41. Natural selection on gene expression.
    Trends Genet. 2006 Aug;22(8):456-61 PMID: 16806568
  42. Detecting the limits of regulatory element conservation and divergence estimation using pairwise and multiple alignments.
    BMC Bioinformatics. 2006 Aug 14;7:376 PMID: 16904011
  43. Widespread discordance of gene trees with species tree in Drosophila: evidence for incomplete lineage sorting.
    PLoS Genet. 2006 Oct 27;2(10):e173 PMID: 17132051
  44. The initiation of pair-rule stripes in the Drosophila blastoderm.
    Curr Opin Genet Dev. 1991 Aug;1(2):255-60 PMID: 1822273
  45. Sequence logos: a new way to display consensus sequences.
    Nucleic Acids Res. 1990 Oct 25;18(20):6097-100 PMID: 2172928
  46. Methods for calculating the probabilities of finding patterns in sequences.
    Comput Appl Biosci. 1989 Apr;5(2):89-96 PMID: 2720468
  47. Transcription factors that activate the Ultrabithorax promoter in developmentally staged extracts.
    Cell. 1988 Jun 3;53(5):699-711 PMID: 2897243
  48. Zeste encodes a sequence-specific transcription factor that activates the Ultrabithorax promoter in vitro.
    Cell. 1988 Jun 3;53(5):713-22 PMID: 3131017
  49. The Drosophila zeste protein binds cooperatively to sites in many gene regulatory regions: implications for transvection and gene regulation.
    EMBO J. 1988 Dec 1;7(12):3907-15 PMID: 3145199
  50. Conserved features of eukaryotic hsp70 genes revealed by comparison with the nucleotide sequence of human hsp70.
    Proc Natl Acad Sci U S A. 1985 Oct;82(19):6455-9 PMID: 3931075
  51. Dating of the human-ape splitting by a molecular clock of mitochondrial DNA.
    J Mol Evol. 1985;22(2):160-74 PMID: 3934395
  52. Two types of molecular evolution. Evidence from studies of interspecific hybridization.
    Proc Natl Acad Sci U S A. 1974 Jul;71(7):2843-7 PMID: 4212492
  53. Computer methods to locate signals in nucleic acid sequences.
    Nucleic Acids Res. 1984 Jan 11;12(1 Pt 2):505-19 PMID: 6364039
  54. Use of the 'Perceptron' algorithm to distinguish translational initiation sites in E. coli.
    Nucleic Acids Res. 1982 May 11;10(9):2997-3011 PMID: 7048259
  55. Evolutionary trees from DNA sequences: a maximum likelihood approach.
    J Mol Evol. 1981;17(6):368-76 PMID: 7288891
  56. Molecular phylogeny and divergence times of drosophilid species.
    Mol Biol Evol. 1995 May;12(3):391-404 PMID: 7739381
  57. Two homeo domain proteins bind with similar specificity to a wide range of DNA sites in Drosophila embryos.
    Genes Dev. 1994 Jul 15;8(14):1678-92 PMID: 7958848
  58. Searching for regulatory elements in human noncoding sequences.
    Curr Opin Struct Biol. 1997 Jun;7(3):399-406 PMID: 9204283
  59. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.
    Nucleic Acids Res. 1997 Sep 1;25(17):3389-402 PMID: 9254694
  60. PAML: a program package for phylogenetic analysis by maximum likelihood.
    Comput Appl Biosci. 1997 Oct;13(5):555-6 PMID: 9367129
  61. Functional analysis of eve stripe 2 enhancer evolution in Drosophila: rules governing conservation and change.
    Development. 1998 Mar;125(5):949-58 PMID: 9449677
  62. Evolutionary distances for protein-coding sequences: modeling site-specific residue frequencies.
    Mol Biol Evol. 1998 Jul;15(7):910-7 PMID: 9656490
Article Info
Journal
PLoS computational biology
Abbr.
PLoS Comput Biol
ISSN
1553-7358
Published
2006-10-00
Epub
2006-00-21
Pages
e130
Language
English
Region
United States
NLM ID
101238922
PMCID
PMC1599766
Subset
IM
Grants
NHGRI NIH HHS · R01 HG002779-01 · United States
NHGRI NIH HHS · R01 HG002779-04 · United States
NHGRI NIH HHS · R01 HG002779 · United States
NHGRI NIH HHS · R01-HG002779-02 · United States
NIGMS NIH HHS · R01 GM070444 · United States
NHGRI NIH HHS · R01 HG002779-03 · United States
NHGRI NIH HHS · R01 HG002779-02 · United States
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]