Multi-omics analysis integrates genomic, transcriptomic, methylomic, and metabolomic data to identify biomarkers and biological pathways associated with osteoporosis For example, Qiu et al. identified osteoporosis biomarkers (FADS2 and ADRA2A) and pathways linked to BMD variation [168]. This evidence concerns the gene ADRA2A and osteoporosis.