The exact cause of holoprosencephaly is often multifactorial, involving a combination of genetic and environmental factors. Genetic mutations, particularly in the SHH, ZIC2, SIX3, and TGIF1 genes, have been implicated in some cases. Additionally, environmental factors such as maternal diabetes, alcohol consumption, and certain infections during pregnancy may increase the risk.