Trans eQTLs are typically identified using genome-wide association studies (GWAS) combined with expression data from RNA-sequencing or microarray experiments. Advanced statistical methods, such as linear regression and mixed models, are employed to associate genetic variants with gene expression levels across the genome. These studies often require large sample sizes to achieve sufficient statistical power due to the complex nature of trans eQTLs.