bioRxivMolecular BiologyPreprint
Modeling of Epigenetic Modification-Induced Changes in CRX-dependent Genes cis-Regulatory Elements
Reafa A. HossainiD, Nicholas R. DunhamiD, Megan E. Harris, Taylor Hutchinson, Justin KiddiD, Lindsay R. Kohler, Gregory J. Salamon, Alexander L. SchmidtiD, Madison D. Thomas, Ray A. EnkeiD, Christopher BerndseniD
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Abstract
PurposeDNA methylation is a well characterized epigenetic repressor of mRNA transcription in many plant and vertebrate systems. However, the mechanism of this repression is not fully understood. The process of synthesizing a strand of RNA from DNA, or transcription, is controlled by proteins that regulate RNA polymerase activity by binding to specific gene regulatory sequences. Cone-rod homeobox (CRX) is a well-characterized mammalian transcription factor that controls photoreceptor cell specific gene expression. While much is known about the functions and DNA binding specificity of CRX, less is known about how DNA methylation modulates CRX binding affinity to genomic cis-regulatory elements.\n\nMethodsWe used bisulfite pyrosequencing of human ocular tissues to measure DNA methylation levels of the regulatory regions of RHO, PDE6B, PAX6, and LINE. To describe the molecular mechanism of repression, we used molecular modeling to illustrate the effect of DNA methylation on human RHO regulatory sequences.\n\nResultsIn this study, we demonstrate an inverse correlation between DNA methylation in regulatory regions adjacent to the human RHO and PDE6B genes and their subsequent transcription in human ocular tissues. Docking of CRX to our DNA models shows that CRX interacts with the grooves of these sequences, suggesting changes in groove structure could regulate binding. Molecular dynamics simulations of the RHO promoter and enhancer regions show changes in the flexibility and groove width upon epigenetic modification. Models also demonstrate that changes to the local dynamics of CRX binding sites within RHO regulatory sequences which may account for the repression of CRX dependent transcription.\n\nConclusionCollectively, these data demonstrate epigenetic regulation of CRX binding sites in human retinal tissue and provide insight into the mechanism of this mode of epigenetic regulation to be tested in future experiments.
- organism: human
- assay: DNA methylation
- research focus: gene regulatory network inference
- approach: mixed model
- approach: machine learning (classical)
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