Dynamics of Transcription Factor Binding Site Evolution

被引:65
|
作者
Tugrul, Murat [1 ]
Paixao, Tiago [1 ]
Barton, Nicholas H. [1 ]
Tkacik, Gasper [1 ]
机构
[1] IST Austria, Klosterneuburg, Austria
来源
PLOS GENETICS | 2015年 / 11卷 / 11期
基金
欧洲研究理事会;
关键词
STATISTICAL PHYSICS; DOSAGE COMPENSATION; RAPID EVOLUTION; INDEL RATES; SPECIFICITY; SELECTION; SEQUENCE; GENOME; ORIGINS; ENERGY;
D O I
10.1371/journal.pgen.1005639
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Evolution of gene regulation is crucial for our understanding of the phenotypic differences between species, populations and individuals. Sequence-specific binding of transcription factors to the regulatory regions on the DNA is a key regulatory mechanism that determines gene expression and hence heritable phenotypic variation. We use a biophysical model for directional selection on gene expression to estimate the rates of gain and loss of transcription factor binding sites (TFBS) in finite populations under both point and insertion/deletion mutations. Our results show that these rates are typically slow for a single TFBS in an isolated DNA region, unless the selection is extremely strong. These rates decrease drastically with increasing TFBS length or increasingly specific protein-DNA interactions, making the evolution of sites longer than similar to 10 bp unlikely on typical eukaryotic speciation timescales. Similarly, evolution converges to the stationary distribution of binding sequences very slowly, making the equilibrium assumption questionable. The availability of longer regulatory sequences in which multiple binding sites can evolve simultaneously, the presence of "pre-sites" or partially decayed old sites in the initial sequence, and biophysical cooperativity between transcription factors, can all facilitate gain of TFBS and reconcile theoretical calculations with timescales inferred from comparative genomics.
引用
收藏
页数:28
相关论文
共 50 条
  • [21] LogoMotif: A Comprehensive Database of Transcription Factor Binding Site Profiles in Actinobacteria
    Augustijn, Hannah E.
    Karapliafis, Dimitris
    Joosten, Kristy M. M.
    Rigali, Sebastien
    van Wezel, Gilles P.
    Medema, Marnix H.
    JOURNAL OF MOLECULAR BIOLOGY, 2024, 436 (17)
  • [22] Prediction of Cell Type Specific Transcription Factor Binding Site Occupancy
    Ahsan, Faizy
    Precup, Doina
    Blanchette, Mathieu
    PROCEEDINGS OF THE 7TH ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY, AND HEALTH INFORMATICS, 2016, : 497 - 498
  • [23] Transcription factor binding dynamics during human ES cell differentiation
    Tsankov, Alexander M.
    Gu, Hongcang
    Akopian, Veronika
    Ziller, Michael J.
    Donaghey, Julie
    Amit, Ido
    Gnirke, Andreas
    Meissner, Alexander
    NATURE, 2015, 518 (7539) : 344 - 349
  • [24] A systematic, large-scale comparison of transcription factor binding site models
    Hombach, Daniela
    Schwarz, Jana Marie
    Robinson, Peter N.
    Schuelke, Markus
    Seelow, Dominik
    BMC GENOMICS, 2016, 17
  • [25] Robust Transcription Factor Binding Site Prediction Using Deep Neural Networks
    Geete, Kanu
    Pandey, Manish
    CURRENT BIOINFORMATICS, 2020, 15 (10) : 1137 - 1152
  • [26] MCOIN: a novel heuristic for determining transcription factor binding site motif width
    Kilpatrick, Alastair M.
    Ward, Bruce
    Aitken, Stuart
    ALGORITHMS FOR MOLECULAR BIOLOGY, 2013, 8
  • [27] Evolution of DNA-Binding Sites of a Floral Master Regulatory Transcription Factor
    Muino, Jose M.
    de Bruijn, Suzanne
    Pajoro, Alice
    Geuten, Koen
    Vingron, Martin
    Angenent, Gerco C.
    Kaufmann, Kerstin
    MOLECULAR BIOLOGY AND EVOLUTION, 2016, 33 (01) : 185 - 200
  • [28] The evolution of gene expression and binding specificity of the largest transcription factor family in primates
    Kapopoulou, Adamandia
    Mathew, Lisha
    Wong, Alex
    Trono, Didier
    Jensen, Jeffrey D.
    EVOLUTION, 2016, 70 (01) : 167 - 180
  • [29] Methylated Cytosines Mutate to Transcription Factor Binding Sites that Drive Tetrapod Evolution
    He, Ximiao
    Tillo, Desiree
    Vierstra, Jeff
    Syed, Khund-Sayeed
    Deng, Callie
    Ray, G. Jordan
    Stamatoyannopoulos, John
    FitzGerald, Peter C.
    Vinson, Charles
    GENOME BIOLOGY AND EVOLUTION, 2015, 7 (11): : 3155 - 3169
  • [30] Interplay of cis and trans mechanisms driving transcription factor binding and gene expression evolution
    Wong, Emily S.
    Schmitt, Bianca M.
    Kazachenka, Anastasiya
    Thybert, David
    Redmond, Aisling
    Connor, Frances
    Rayner, Tim F.
    Feig, Christine
    Ferguson-Smith, Anne C.
    Marioni, John C.
    Odom, Duncan T.
    Flicek, Paul
    NATURE COMMUNICATIONS, 2017, 8