These findings provide mechanistic insight into the functional significance of AIS-associated GWAS loci near <i>ADGRG6</i> and <i>SOX9</i> and establish combined <i>Adgrg6-Sox9</i> insufficiency as a tractable model of polygenic scoliosis susceptibility. Here, ADGRG6 is linked to scoliosis.