Network reconstruction for trans acting genetic loci using multi-omics data and prior information

HIGHLIGHTS

SUMMARY

    To elucidate disease mechanisms, systems genetics approaches link GWAS SNPs to intermediate molecular traits by identifying quantitative trait loci (QTL), for example for gene_expression levels (eQTL) or DNA methylation at CpG dinucleotides (meQTL). A large body of work has focused on inferring regulatory interactions from high-throughput data by individually combining different omics data like gene_expression levels and genotype or chromosomal aberration information. Zuo et_al apply prior based inference to human cancer gene_expression data; however, they only use priors based on PPIs extracted from the STRING database and focus on differential expression analysis. The . . .

     

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