Although limited data have been reported in Latino populations, several studies ( GWAS and replication studies) with mixed populations including Latinos have also exhibited the association between FTO genetic variants and obesity measures [5, 11–13, 19]. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.