The exact cause of idiopathic scoliosis is unknown, but genetics are believed to play a role. Studies suggest that scoliosis can run in families, and researchers are investigating specific genes that may contribute to its development. Understanding the genetic component could lead to better predictive screening and treatment strategies in the future.