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Considering the kinetics of mRNA synthesis in the analysis of the genome and epigenome reveals determinants of co-transcriptional splicing
- Source :
- Nucleic acids research, vol 43, iss 2, Nucleic Acids Research
- Publication Year :
- 2015
- Publisher :
- eScholarship, University of California, 2015.
-
Abstract
- When messenger RNA splicing occurs co-transcriptionally, the potential for kinetic control based on transcription dynamics is widely recognized. Indeed, perturbation studies have reported that when transcription kinetics are perturbed genetically or pharmacologically splice patterns may change. However, whether kinetic control is contributing to the control of splicing within the normal range of physiological conditions remains unknown. We examined if the kinetic determinants for co-transcriptional splicing (CTS) might be reflected in the structure and expression patterns of the genome and epigenome. To identify and then quantitatively relate multiple, simultaneous CTS determinants, we constructed a scalable mathematical model of the kinetic interplay of RNA synthesis and CTS and parameterized it with diverse next generation sequencing (NGS) data. We thus found a variety of CTS determinants encoded in vertebrate genomes and epigenomes, and that these combine variously for different groups of genes such as housekeeping versus regulated genes. Together, our findings indicate that the kinetic basis of splicing is functionally and physiologically relevant, and may meaningfully inform the analysis of genomic and epigenomic data to provide insights that are missed when relying on statistical approaches alone.
- Subjects :
- Transcription, Genetic
Messenger
Exonic splicing enhancer
RNA polymerase II
Epigenesis, Genetic
Mice
0302 clinical medicine
Essential
Models
Epigenomics
Genetics
0303 health sciences
Genes, Essential
Genomics
Biological Sciences
RNA splicing
RNA Polymerase II
Sequence Analysis
Transcription
RNA Splicing
1.1 Normal biological development and functioning
Biology
03 medical and health sciences
Genetic
Underpinning research
Information and Computing Sciences
Animals
Humans
Computer Simulation
RNA, Messenger
Gene
030304 developmental biology
Models, Genetic
Sequence Analysis, RNA
Human Genome
Intron
Computational Biology
Epigenome
Kinetics
Genes
biology.protein
RNA
Generic health relevance
030217 neurology & neurosurgery
Environmental Sciences
Epigenesis
Developmental Biology
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Nucleic acids research, vol 43, iss 2, Nucleic Acids Research
- Accession number :
- edsair.doi.dedup.....144598cf0fa80a2ffad7f6907530fc07