Six missense variants in COL6A2 were found in 6 subjects with MetS, 1 subject had a missense variant in FTO, 3 subjects had 2 missense variants and 1 frameshift indel in SPARC, and 1 subject had a missense variant in MTHFR. Here, COL6A2 is linked to metabolic syndrome.