Among the identified variants, FLNB and LMNA, both associated with autosomal dominant disorders that include scoliosis in their phenotypic spectrum, emerge as particularly significant contributors to severe IS, with FLNB showing statistical enrichment compared to controls (p < 0.05). Here, FLNB is linked to scoliosis.