@article{01HQ8ET64RWXPQ0S3K3SWFZ2YB,
  abstract     = {{Background 5' untranslated regions (5'UTRs) are essential modulators of protein translation. Predicting the impact of 5'UTR variants is challenging and rarely performed in routine diagnostics. Here, we present a combined approach of a comprehensive prioritization strategy and functional assays to evaluate 5'UTR variation in two large cohorts of patients with inherited retinal diseases (IRDs). Methods We performed an isoform-level re-analysis of retinal RNA-seq data to identify the protein-coding transcripts of 378 IRD genes with highest expression in retina. We evaluated the coverage of their 5'UTRs by different whole exome sequencing (WES) kits. The selected 5'UTRs were analyzed in whole genome sequencing (WGS) and WES data from IRD sub-cohorts from the 100,000 Genomes Project (n = 2397 WGS) and an in-house database (n = 1682 WES), respectively. Identified variants were annotated for 5'UTR-relevant features and classified into seven categories based on their predicted functional consequence. We developed a variant prioritization strategy by integrating population frequency, specific criteria for each category, and family and phenotypic data. A selection of candidate variants underwent functional validation using diverse approaches. Results Isoform-level re-quantification of retinal gene expression revealed 76 IRD genes with a non-canonical retina-enriched isoform, of which 20 display a fully distinct 5'UTR compared to that of their canonical isoform. Depending on the probe design, 3-20% of IRD genes have 5'UTRs fully captured by WES. After analyzing these regions in both cohorts, we prioritized 11 (likely) pathogenic variants in 10 genes (ARL3, MERTK, NDP, NMNAT1, NPHP4, PAX6, PRPF31, PRPF4, RDH12, RD3), of which 7 were novel. Functional analyses further supported the pathogenicity of three variants. Mis-splicing was demonstrated for the PRPF31:c.-9+1G>T variant. The MERTK:c.-125G>A variant, overlapping a transcriptional start site, was shown to significantly reduce both luciferase mRNA levels and activity. The RDH12:c.-123C>T variant was found in cis with the hypomorphic RDH12:c.701G>A (p.Arg234His) variant in 11 patients. This 5'UTR variant, predicted to introduce an upstream open reading frame, was shown to result in reduced RDH12 protein but unaltered mRNA levels. Conclusions This study demonstrates the importance of 5'UTR variants implicated in IRDs and provides a systematic approach for 5'UTR annotation and validation that is applicable to other inherited diseases.}},
  articleno    = {{7}},
  author       = {{Dueñas Rey, Alfredo and del Pozo Valero, Marta and Bouckaert, Manon and  Wood, Katherine A. and Van Den Broeck, Filip and  Varela, Malena Daich and  Thomas, Huw B. and Van Heetvelde, Mattias and De Bruyne, Marieke and Van de Sompele, Stijn and Bauwens, Miriam and Lenaerts, Hanne and Mahieu, Quinten and  Josifova, Dragana and  Rivolta, Carlo and  O'Keefe, Raymond T. and  Ellingford, Jamie and  Webster, Andrew R. and  Arno, Gavin and  Ayuso, Carmen and De Zaeytijd, Julie and Leroy, Bart and De Baere, Elfride and Coppieters, Frauke and Res Consortium, Genomics England}},
  issn         = {{1756-994X}},
  journal      = {{GENOME MEDICINE}},
  keywords     = {{Inherited retinal disease (IRD),Functional studies,Variant interpretation,In silico prioritization,Whole exome sequencing (WES),Whole genome sequencing (WGS),Non-coding variation,Upstream open reading frame (uORF),5'untranslated region (5'UTR)}},
  language     = {{eng}},
  number       = {{1}},
  pages        = {{21}},
  title        = {{Combining a prioritization strategy and functional studies nominates 5'UTR variants underlying inherited retinal disease}},
  url          = {{http://doi.org/10.1186/s13073-023-01277-1}},
  volume       = {{16}},
  year         = {{2024}},
}

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