1. Quantitative analysis questions the role of MeCP2 as a global regulator of alternative splicing
- Author
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Ruth Shah, Adrian Bird, Justyna Cholewa-Waclaw, Guido Sanguinetti, and Kashyap Chhatbar
- Subjects
Cancer Research ,RNA splicing ,Methyl-CpG-Binding Protein 2 ,Regulator ,QH426-470 ,Biochemistry ,DNA Methyltransferase 3A ,Mice ,Sequencing techniques ,0302 clinical medicine ,Animal Cells ,Gene expression ,DNA (Cytosine-5-)-Methyltransferases ,Genetics (clinical) ,Neurons ,Mice, Knockout ,Regulation of gene expression ,0303 health sciences ,DNA methylation ,Brain ,RNA sequencing ,Chromatin ,Nucleic acids ,Epigenetics ,Cellular Types ,DNA modification ,Chromatin modification ,Research Article ,Chromosome biology ,Protein Binding ,DNA (Cytosine-5-)-Methyltransferase 1 ,Cell biology ,congenital, hereditary, and neonatal diseases and abnormalities ,Rett syndrome ,Computational biology ,Biology ,Methylation ,DNA sequencing ,MECP2 ,Cytosine ,03 medical and health sciences ,Developmental Neuroscience ,Rett Syndrome ,Genetics ,medicine ,Animals ,Humans ,Gene Regulation ,Molecular Biology ,Ecology, Evolution, Behavior and Systematics ,030304 developmental biology ,Biology and life sciences ,Alternative splicing ,DNA ,medicine.disease ,Settore FIS/07 - Fisica Applicata(Beni Culturali, Ambientali, Biol.e Medicin) ,Research and analysis methods ,Alternative Splicing ,Disease Models, Animal ,Molecular biology techniques ,RNA processing ,Cellular Neuroscience ,Mutation ,RNA ,Transcriptome ,Function (biology) ,030217 neurology & neurosurgery ,Neuroscience - Abstract
MeCP2 is an abundant protein in mature nerve cells, where it binds to DNA sequences containing methylated cytosine. Mutations in the MECP2 gene cause the severe neurological disorder Rett syndrome (RTT), provoking intensive study of the underlying molecular mechanisms. Multiple functions have been proposed, one of which involves a regulatory role in splicing. Here we leverage the recent availability of high-quality transcriptomic data sets to probe quantitatively the potential influence of MeCP2 on alternative splicing. Using a variety of machine learning approaches that can capture both linear and non-linear associations, we show that widely different levels of MeCP2 have a minimal effect on alternative splicing in three different systems. Alternative splicing was also apparently indifferent to developmental changes in DNA methylation levels. Our results suggest that regulation of splicing is not a major function of MeCP2. They also highlight the importance of multi-variate quantitative analyses in the formulation of biological hypotheses., Author summary Rett Syndrome (RTT) is a devastating neurological disorder affecting approximately 1 in 10,000 female births. Most cases of RTT are caused by mutations in the gene identified as methyl-CG binding protein 2 (MECP2) which is an epigenetic reader of DNA methylation. Although the primary function of MeCP2 is to recruit NCoR to methylated sites in the genome, the downstream effect on gene expression is subtle and multiple additional functions have been proposed. Here we focus on the influence of MeCP2 on one of these: alternative splicing to generate different messenger RNAs from a single primary transcript. Using machine learning approaches, we show that neither MeCP2 nor DNA methylation influence alternative splicing. Our results emphasize the importance of multi-variate quantitative analyses and they challenge the over-interpretation of causal relationships based on high-throughput data sets.
- Published
- 2020