The exact causes of spinal malformations are often multifactorial, involving both genetic and environmental factors. Genetic mutations, maternal nutritional deficiencies (such as folic acid), and exposure to certain medications or toxins during pregnancy can increase the risk of these anomalies. Other risk factors include maternal diabetes and a family history of neural tube defects.