In conclusion, this study underscores the critical role of advanced computational tools, such as AlphaMissense and AlphaFold, in the identification and validation of pathogenic variants, particularly in families with a history of hydrocephalus linked to the L1CAM gene. The gene discussed is L1CAM; the disease is Hydrocephalus.