ArticlePLoS genetics2013
Rearrangements of 2.5 kilobases of noncoding DNA from the Drosophila even-skipped locus define predictive rules of genomic cis-regulatory logic.
Article in PLoS genetics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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41 citing papers in PubMed, 72 citations in OpenAlex.
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- Two coacting shadow enhancers regulate twin of eyeless expression during early Drosophila development.Genetics · 2025Article
- The contributions of DNA accessibility and transcription factor occupancy to enhancer activity during cellular differentiation.G3 (Bethesda, Md.) · 2024Article
- Deep molecular learning of transcriptional control of a synthetic CRE enhancer and its variants.iScience · 2024Article
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- Fitting thermodynamic-based models: Incorporating parameter sensitivity improves the performance of an evolutionary algorithm.Mathematical biosciences · 2021Article
- Genome-wide oscillations in G + C density and sequence conservation.Genome research · 2021Article
- Deciphering enhancer sequence using thermodynamics-based models and convolutional neural networks.Nucleic acids research · 2021Article
- Regulatory encoding of quantitative variation in spatial activity of aScience advances · 2020Article
- Fully interpretable deep learning model of transcriptional control.Bioinformatics (Oxford, England) · 2020Article
- Binary Expression Enhances Reliability of Messaging in Gene Networks.Entropy (Basel, Switzerland) · 2020Article
- An in silico analysis of robust but fragile gene regulation links enhancer length to robustness.PLoS computational biology · 2019Article
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- Thermodynamic model of gene regulation for the Or59b olfactory receptor in Drosophila.PLoS computational biology · 2019Article
- The regulatory control of Cebpa enhancers and silencers in the myeloid and red-blood cell lineages.PloS one · 2019Article
- Hunchback is counter-repressed to regulate even-skipped stripe 2 expression in Drosophila embryos.PLoS genetics · 2018Article
- Synthetic enhancer design by in silico compensatory evolution reveals flexibility and constraint in cis-regulation.BMC systems biology · 2017Article
- Quantitative Measurement and Thermodynamic Modeling of Fused Enhancers Support a Two-Tiered Mechanism for Interpreting Regulatory DNA.Cell reports · 2017Article
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8 authors at 6 institutions in 3 countries.
Funding
Abstract
Rearrangements of about 2.5 kilobases of regulatory DNA located 5' of the transcription start site of the Drosophila even-skipped locus generate large-scale changes in the expression of even-skipped stripes 2, 3, and 7. The most radical effects are generated by juxtaposing the minimal stripe enhancers MSE2 and MSE3 for stripes 2 and 3 with and without small "spacer" segments less than 360 bp in length. We placed these fusion constructs in a targeted transformation site and obtained quantitative expression data for these transformants together with their controlling transcription factors at cellular resolution. These data demonstrated that the rearrangements can alter expression levels in stripe 2 and the 2-3 interstripe by a factor of more than 10. We reasoned that this behavior would place tight constraints on possible rules of genomic cis-regulatory logic. To find these constraints, we confronted our new expression data together with previously obtained data on other constructs with a computational model. The model contained representations of thermodynamic protein-DNA interactions including steric interference and cooperative binding, short-range repression, direct repression, activation, and coactivation. The model was highly constrained by the training data, which it described within the limits of experimental error. The model, so constrained, was able to correctly predict expression patterns driven by enhancers for other Drosophila genes; even-skipped enhancers not included in the training set; stripe 2, 3, and 7 enhancers from various Drosophilid and Sepsid species; and long segments of even-skipped regulatory DNA that contain multiple enhancers. The model further demonstrated that elevated expression driven by a fusion of MSE2 and MSE3 was a consequence of the recruitment of a portion of MSE3 to become a functional component of MSE2, demonstrating that cis-regulatory "elements" are not elementary objects.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.