JPS is predominantly caused by mutations in the BMPR1A or SMAD4 genes. These genes are responsible for regulating cell growth, and mutations can lead to abnormal cell proliferation, resulting in polyp formation. JPS follows an autosomal dominant inheritance pattern, meaning a child has a 50% chance of inheriting the condition if one parent is affected.