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    Profiling variable-number tandem repeat variation across populations using repeat-pangenome graphs

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    Author
    Lu, Tsung-Yu
    Chaisson, Mark J P
    Date
    2021-07-12
    Journal
    Nature Communications
    Publisher
    Springer Nature
    Type
    Article
    
    Metadata
    Show full item record
    See at
    https://doi.org/10.1038/s41467-021-24378-0
    Abstract
    Variable number tandem repeats (VNTRs) are composed of consecutive repetitive DNA with hypervariable repeat count and composition. They include protein coding sequences and associations with clinical disorders. It has been difficult to incorporate VNTR analysis in disease studies that use short-read sequencing because the traditional approach of mapping to the human reference is less effective for repetitive and divergent sequences. In this work, we solve VNTR mapping for short reads with a repeat-pangenome graph (RPGG), a data structure that encodes both the population diversity and repeat structure of VNTR loci from multiple haplotype-resolved assemblies. We develop software to build a RPGG, and use the RPGG to estimate VNTR composition with short reads. We use this to discover VNTRs with length stratified by continental population, and expression quantitative trait loci, indicating that RPGG analysis of VNTRs will be critical for future studies of diversity and disease. © 2021, The Author(s).
    Rights/Terms
    © 2021. The Author(s).
    Keyword
    repeat-pangenome graph (RPGG)
    variable-number tandem repeats
    VNTRs
    Genome, Human
    Minisatellite Repeats
    Identifier to cite or link to this item
    http://hdl.handle.net/10713/16279
    ae974a485f413a2113503eed53cd6c53
    10.1038/s41467-021-24378-0
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