Project description
To code or not to code, that is the evolutionary question
Expressing a gene (manufacturing its corresponding protein) requires transcription and translation. During transcription, the information in DNA is transferred to a messenger RNA (mRNA) molecule. During translation, the mRNA sequence is used to assemble amino acids that form the protein. In some genes, not all of the DNA sequence codes the protein. These introns are spliced out after transcription, leaving only the exons in the mature RNA molecule to make the protein. Splicing is critical to sequence evolution but the underlying mechanisms are unclear. EvolSpliceKinetics is conducting the first genome-wide study of exon and intron definition. Pioneering sequencing in a model organism combined with machine learning and population genetics should provide unprecedented insight into the evolutionary role of splicing kinetics.
Objective
The need to preserve correct splicing is a major source of constraint on sequence evolution. This includes selection on the splice sites as well as on regulatory elements in exons and introns. Are all exons and introns constrained similarly by splicing related pressures? This is a crucial problem not only for understanding genome evolution but also for predicting where disease-causing mutations occur.
Any variation in the prevalence of splicing information most likely reflects mechanistic variation in how the splicing process unfolds at different introns. Notably, it is often assumed that the relative importance of intronic and exonic splicing information depends on whether the splicing machinery recognizes introns or exons as the initial unit. However, this common model has never been tested directly because it is currently not possible to investigate splicing mechanism at this level of detail genome-wide. Existing studies on the distribution of splicing information are therefore based on proxies of unclear mechanistic significance, such as intron size.
My host lab has developed a nascent RNA sequencing technique that allows unprecedented insight into splicing dynamics transcriptome-wide. They have recently applied this method to Drosophila melanogaster, a species thought to use a diversity of splicing strategies. I propose to use this data, combined with a machine learning approach, to conduct the first genome-wide study into exon and intron definition based on direct kinetic evidence. I will then use population genetics methods to determine how the prevalence and strength of selection on different types of splicing information covaries with splicing dynamics.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- natural sciences biological sciences genetics RNA transcriptomes
- natural sciences biological sciences genetics mutation
- natural sciences computer and information sciences artificial intelligence machine learning
- natural sciences biological sciences genetics genomes
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Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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H2020-EU.1.3. - EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions
MAIN PROGRAMME
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H2020-EU.1.3.2. - Nurturing excellence by means of cross-border and cross-sector mobility
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
MSCA-IF - Marie Skłodowska-Curie Individual Fellowships (IF)
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) H2020-MSCA-IF-2018
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
1649 028 Lisboa
Portugal
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.