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18th International <scp>HLA</scp> and Immunogenetics Workshop: Report on the <scp>SNP‐HLA</scp> Reference Consortium (<scp>SHLARC</scp>) component

Nayane dos Santos Brito Silva, Sonia Bourguiba, Venceslas Douillard, Satu Koskela, Frauke Degenhardt, Jonna Clancy, Sophie Limou, Diogo Meyer, Cibele Masotti, Stefan Knorst, Michel Satya Naslavsky, André Franke, Erick C. Castelli, Pierre‐Antoine Gourraud, Nicolas Vince

2023HLA11 citationsDOIOpen Access PDF

Abstract

The SNP-HLA Reference Consortium (SHLARC), a component of the 18th International HLA and Immunogenetics Workshop, is aimed at collecting diverse and extensive human leukocyte antigen (HLA) data to create custom reference panels and enhance HLA imputation techniques. Genome-wide association studies (GWAS) have significantly contributed to identifying genetic associations with various diseases. The HLA genomic region has emerged as the top locus in GWAS, particularly in immune-related disorders. However, the limited information provided by single nucleotide polymorphisms (SNPs), the hallmark of GWAS, poses challenges, especially in the HLA region, where strong linkage disequilibrium (LD) spans several megabases. HLA imputation techniques have been developed using statistical inference in response to these challenges. These techniques enable the prediction of HLA alleles from genotyped GWAS SNPs. Here we present the SHLARC activities, a collaborative effort to create extensive, and multi-ethnic reference panels to enhance HLA imputation accuracy.

Topics & Concepts

Imputation (statistics)Genome-wide association studyHuman leukocyte antigenSingle-nucleotide polymorphismLinkage disequilibriumSNPComputational biologyGenetic associationGeneticsBiologyComputer scienceAntigenGenotypeGeneMissing dataMachine learningGenetic Associations and EpidemiologyT-cell and B-cell ImmunologyImmune Cell Function and Interaction