This lecture covers whole genome association studies, mapping eQTLs, and the impact of genomic variation on gene expression in Drosophila melanogaster. It discusses cis and trans-eQTLs, tfQTLs, and xQTLs, providing insights into the molecular mechanisms underlying GWAS variants.