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• W4323048992 abstract "Abstract Background Genome Wide Association Studies (GWAS) are based on the observation of genome-wide sets of genetic variants – typically single-nucleotide polymorphisms (SNPs) – in different individuals that are associated with phenotypic traits. Research efforts have so far been directed to improving GWAS techniques rather than on making the results of GWAS interoperable with other genomic signals; this is currently hindered by the use of heterogeneous formats and uncoordinated experiment descriptions. Results To practically facilitate integrative use, we propose to include GWAS datasets within the META-BASE repository, exploiting an integration pipeline previously studied for other genomic datasets that includes several heterogeneous data types in the same format, queryable from the same systems. We represent GWAS SNPs and metadata by means of the Genomic Data Model and include metadata within a relational representation by extending the Genomic Conceptual Model with a dedicated view. To further reduce the gap with the descriptions of other signals in the repository of genomic datasets, we perform a semantic annotation of phenotypic traits. Our pipeline is demonstrated using two important data sources, initially organized according to different data models: the NHGRI-EBI GWAS Catalog and FinnGen (University of Helsinki). The integration effort finally allows us to use these datasets within multi-sample processing queries that respond to important biological questions. These are then made usable for multi-omic studies together with, e.g., somatic and reference mutation data, genomic annotations, epigenetic signals. Conclusions As a result of the our work on GWAS datasets, we enable 1) their interoperable use with several other homogenized and processed genomic datasets in the context of the META-BASE repository; 2) their big data processing by means of the GenoMetric Query Language and associated system. Future large-scale tertiary data analysis may extensively benefit from the addition of GWAS results to inform several different downstream analysis workflows." @default.
• W4323048992 created "2023-03-04" @default.
• W4323048992 creator A5023498681 @default.
• W4323048992 creator A5056226128 @default.
• W4323048992 creator A5078800193 @default.
• W4323048992 date "2023-03-03" @default.
• W4323048992 modified "2023-10-14" @default.
• W4323048992 title "Processing genome-wide association studies within a repository of heterogeneous genomic datasets" @default.
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• W4323048992 cites W2008213051 @default.
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• W4323048992 cites W2018838463 @default.
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• W4323048992 cites W2041467022 @default.
• W4323048992 cites W2045223918 @default.
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• W4323048992 cites W2074231493 @default.
• W4323048992 cites W2076154138 @default.
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• W4323048992 cites W2102619694 @default.
• W4323048992 cites W2104549677 @default.
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• W4323048992 cites W2766287235 @default.
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• W4323048992 doi "https://doi.org/10.1186/s12863-023-01111-y" @default.
• W4323048992 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36869294" @default.
• W4323048992 hasPublicationYear "2023" @default.
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