Evidence map›Paper›PMID 41436921›Full record

ArticleBMC genomics2025

Synonymous and non-synonymous variants at splice junctions can disrupt splicing and are frequently linked to disease associated loss of function genes.

Sruthi Srinivasan, Swetha Subramanian, Hui Zhou, Anselm Hoppmann, Patrick Metzger, Melanie Boerries, Senthilkumar Ramamoorthy

Abstract read
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Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1 · What the graph read from it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Sruthi SrinivasanDivision of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, Freiburg, Germany.
Swetha SubramanianDivision of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, Freiburg, Germany.
Hui ZhouDivision of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, Freiburg, Germany.
Anselm HoppmannInstitute of Medical Bioinformatics and Systems Medicine (IBSM), Faculty of Medicine, Medical Center- University of Freiburg, University of Freiburg, Freiburg, Germany.
Patrick MetzgerInstitute of Medical Bioinformatics and Systems Medicine (IBSM), Faculty of Medicine, Medical Center- University of Freiburg, University of Freiburg, Freiburg, Germany.
Melanie BoerriesInstitute of Medical Bioinformatics and Systems Medicine (IBSM), Faculty of Medicine, Medical Center- University of Freiburg, University of Freiburg, Freiburg, Germany.
Senthilkumar RamamoorthyDivision of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, Freiburg, Germany. senthilkumar.ramamoorthy@uniklinik-freiburg.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRNA splicing facilitated by the spliceosome complex, relies on specific motifs at exon-intron junctions of pre-mRNAs to generate mature mRNAs. Mutations in splice junctions can disrupt splicing, potentially leading to premature protein truncation. Nucleotides within the exonic component of the junction are also essential for splicing. Evaluation of silent and missense variants in the exonic splice junction on RNA splicing is essential to investigate the significance of such variants in disease pathogenesis.

methodsWe analyzed cancer-associated silent and missense variants reported in the COSMIC database that are located within three nucleotides of splice donor and acceptor sites. We examined the prevalence of these variants in genes for which loss of function is a known mechanism of disease development. We also studied the performance of splicing impact prediction tools and evaluated their clinical relevance as well as their alignment with experimentally validated splicing outcomes.

resultsNucleotide composition analysis revealed a high preference for the nucleotide G at the donor 1 (d1) and acceptor (a1) positions, 87% and 69%, respectively. We observed a high prevalence of G > A and G > T variants at d1 and a1 positions. Interestingly, 66% to 86% of the identified variants at these positions are missense mutations, with G > T variants being specific for this type of mutation. Evolutionary conservation analysis indicates high nucleotide conservation for these positions at donor and acceptor sites, highlighting their importance at the nucleotide level. The frequently occurring variants are associated with tumor suppressor genes, and 58 of the top 100 genes have LOEUF scores below 1, indicating low tolerance to protein truncation. In contrast, such genes are rarely observed among population variants.

conclusionsOur data driven computational study emphasizes the importance of evaluating silent and missense variants at splice junctions to understand their impact on RNA splicing. These variants may have a neutral effect on protein function. However, evaluating their effect at the RNA level is essential to understanding the significance of these variants in disease pathogenesis. This is particularly important for genes in which loss of function is the mechanism of disease development.

Indexed as

NeoplasmsRNA Splice SitesRNA SplicingSilent MutationComputational BiologyExonsHumansMutation, MissenseRNA Splice SitesCancer genomicsCanonical splice sitesCOSMICExonic splice variantsMissense variantsSilent variantsSplice junctionSplicingVariant classification

Identifiers

PMID41436921
PMCPMC12838422

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