The objective of this study is to investigate the possible association between 60 single nucleotide polymorphisms (SNPs) related to obesity, metabolism and cardiovascular disease with the body mass index (BMI), intestinal microbiota related to the metabolism of polyphehnos and adherence to the Mediterranean diet in a cohort of children and adolescents from the southeast of Spain.