To validate the associations of the taxa harboring BCAA transporters genes with circulating levels of BCAA and insulin resistance markers, we pursued replication over an extended dataset of 124 children with 16S rRNA sequencing data, including the 23 individuals with metagenomic shotgun sequencing who also had 16S rRNA data. Here, ARID4B is linked to Insulin resistance.