FADS1 and age-related macular degeneration: Finally, there are a number of genes involved in lipid metabolism with genetic variants associated to AMD, including LPL, SCARB1, APOE, FADS1, FADS2, and LRP6. All of these genes are expressed at significantly lower levels in highly passaged RPE.