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Sieťovo-založená GWAS×eQTL analýza×
OdborBioinformatikaBioinformatika
RodinaProcess / pipelineProcess / pipeline
Rok vzniku2011–2013 (early tools); mature framework by 20152001 (term coined); widely adopted after 2005
TvorcaJia et al. (dmGWAS, 2011); Baranzini et al.; multiple concurrent groupsRitsert C. Jansen & Jan-Peter Nap
TypNetwork-augmented association analysisAssociation mapping method
Pôvodný zdrojWang, Q., Yu, H., Zhao, Z., & Jia, P. (2015). EW_dmGWAS: edge-weighted dense module search for genome-wide association studies and gene expression profiles. Bioinformatics, 31(15), 2591–2594. link ↗Jansen, R. C., & Nap, J.-P. (2001). Genetical genomics: the added value from segregation. Trends in Genetics, 17(7), 388–391. DOI ↗
Ďalšie názvynetwork GWAS, gene network GWAS, network-informed GWAS, NbGWASeQTL mapping, expression QTL analysis, transcriptomic QTL analysis, eQTL study
Príbuzné66
ZhrnutieNetwork-based GWAS integrates conventional genome-wide association study results with biological network data — such as protein-protein interaction (PPI) networks or gene co-expression graphs — to identify disease-relevant gene modules or subnetworks. Instead of reporting only the top individual SNPs, this approach propagates association signals through molecular interaction networks, surfacing gene clusters whose collective signal implicates them in complex-trait biology even when no single variant reaches genome-wide significance alone.eQTL analysis identifies genomic loci (variants, typically SNPs) whose genotype statistically associates with variation in the expression level of one or more genes. By jointly profiling DNA-level variation and RNA-level expression in the same individuals, eQTL studies decode the regulatory grammar of the genome — revealing which variants control how much a gene is transcribed, in which tissues, and under what conditions.
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ScholarGatePorovnať metódy: Network-based GWAS · eQTL Analysis. Získané 2026-06-17 z https://scholargate.app/sk/compare