These findings support a model in which the severity and configuration of WFS1 mutations—particularly exon combinations and interaction effects—drive a distinct pattern of cerebellar vulnerability that emerges as the most genetically penetrant neurological phenotype in Wolfram syndrome. Here, WFS1 is linked to Wolfram syndrome.