ArticlePLoS genetics2010
Evolutionary mirages: selection on binding site composition creates the illusion of conserved grammars in Drosophila enhancers.
Article in PLoS genetics, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers.
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51 citing papers in PubMed.
- Evolutionary turnover of key amino acids explains conservation of function without conservation of sequence in transcriptional activation domains.PLoS genetics · 2026Article
- ChromBPNet: bias factorized, base-resolution deep learning models of chromatin accessibility reveal cis-regulatory sequence syntax, transcription factor footprints and regulatory variants.bioRxiv : the preprint server for biology · 2025Article
- Dissection of core promoter syntax through single nucleotide resolution modeling of transcription initiation.bioRxiv : the preprint server for biology · 2024Article
- Disparate Dynamics of Gene Body andPlants (Basel, Switzerland) · 2021Article
- A flexible repertoire of transcription factor binding sites and a diversity threshold determines enhancer activity in embryonic stem cells.Genome research · 2021Article
- Enhancer grammar in development, evolution, and disease: dependencies and interplay.Developmental cell · 2021Review
- Base-resolution models of transcription-factor binding reveal soft motif syntax.Nature genetics · 2021Article
- Conservation of peripheral nervous system formation mechanisms in divergent ascidian embryos.eLife · 2020Article
- Signaling pathways have an inherent need for noise to acquire information.BMC bioinformatics · 2020Article
- Article
- Spatially varying cis-regulatory divergence in Drosophila embryos elucidates cis-regulatory logic.PLoS genetics · 2018Article
- Uncoupling evolutionary changes in DNA sequence, transcription factor occupancy and enhancer activity.eLife · 2017Article
- In silico evolution of the Drosophila gap gene regulatory sequence under elevated mutational pressure.BMC evolutionary biology · 2017Article
- Quantitatively predictable control of Drosophila transcriptional enhancers in vivo with engineered transcription factors.Nature genetics · 2016Article
- Brachyury, Foxa2 and the cis-Regulatory Origins of the Notochord.PLoS genetics · 2015Article
- Zelda overcomes the high intrinsic nucleosome barrier at enhancers during Drosophila zygotic genome activation.Genome research · 2015Article
- Suboptimization of developmental enhancers.Science (New York, N.Y.) · 2015Article
- The achaete-scute complex in Diptera: patterns of noncoding sequence evolution.Journal of evolutionary biology · 2015Article
- Identification of Lineage-Specific Cis-Regulatory Modules Associated with Variation in Transcription Factor Binding and Chromatin Activity Using Ornstein-Uhlenbeck Models.Molecular biology and evolution · 2015Article
- What does it take to evolve an enhancer? A simulation-based study of factors influencing the emergence of combinatorial regulation.Genome biology and evolution · 2015Article
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Abstract
The clustering of transcription factor binding sites in developmental enhancers and the apparent preferential conservation of clustered sites have been widely interpreted as proof that spatially constrained physical interactions between transcription factors are required for regulatory function. However, we show here that selection on the composition of enhancers alone, and not their internal structure, leads to the accumulation of clustered sites with evolutionary dynamics that suggest they are preferentially conserved. We simulated the evolution of idealized enhancers from Drosophila melanogaster constrained to contain only a minimum number of binding sites for one or more factors. Under this constraint, mutations that destroy an existing binding site are tolerated only if a compensating site has emerged elsewhere in the enhancer. Overlapping sites, such as those frequently observed for the activator Bicoid and repressor Krüppel, had significantly longer evolutionary half-lives than isolated sites for the same factors. This leads to a substantially higher density of overlapping sites than expected by chance and the appearance that such sites are preferentially conserved. Because D. melanogaster (like many other species) has a bias for deletions over insertions, sites tended to become closer together over time, leading to an overall clustering of sites in the absence of any selection for clustered sites. Since this effect is strongest for the oldest sites, clustered sites also incorrectly appear to be preferentially conserved. Following speciation, sites tend to be closer together in all descendent species than in their common ancestors, violating the common assumption that shared features of species' genomes reflect their ancestral state. Finally, we show that selection on binding site composition alone recapitulates the observed number of overlapping and closely neighboring sites in real D. melanogaster enhancers. Thus, this study calls into question the common practice of inferring "cis-regulatory grammars" from the organization and evolutionary dynamics of developmental enhancers.
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