Deep indel mutagenesis reveals the regulatory and modulatory architecture of alternative exon splicing.

Journal: Nature communications
Published Date:

Abstract

While altered pre-mRNA splicing is a frequent mechanism by which genetic variants cause disease, the regulatory architecture of human exons remains poorly understood. Antisense oligonucleotides (AONs) that target pre-mRNA splicing have been approved as therapeutics for various pathologies including patient-customised treatments for rare diseases, but AON discovery is currently slow and expensive, limiting the wider adoption of the approach. Here we show that deep indel mutagenesis (DIM) -which can be made experimentally at very low cost - provides an efficient strategy to chart the regulatory landscape of human exons and rapidly identify candidate splicing-modulating oligonucleotides. DIM reveals autonomous effects of insertions, while systematic deletion scans delineate the checkerboard architecture of sequential enhancers and silencers in a model alternative exon. The results also suggest a mechanism for repression of transmembrane domain-encoding exons and for the generation of microexons. Leveraging deep learning tools, we provide a resource, DANGO, that predicts the splicing regulatory landscape of all human exons and can help to identify effective splicing-modulating antisense oligonucleotides.

Authors

  • Pablo Baeza-Centurión
    Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain.
  • Belén Miñana
    Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain.
  • Andre J Faure
    Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain. andre.faure@crg.eu.
  • Mike Thompson
    Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain.
  • Sophie Bonnal
    Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain.
  • Gioia Quarantani
    Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain.
  • Joseph Clarke
    Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.
  • Ben Lehner
    Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain. bl11@sanger.ac.uk.
  • Juan Valcárcel
    Center for Genomic Regulation, 08003 Barcelona, Spain. Universitat Pompeu Fabra, 08003 Barcelona, Spain. Institució Catalana de Recerca i Estudis Avançats, 08010 Barcelona, Spain.