CDA is caused by mutations in specific genes involved in erythropoiesis. For example, CDA Type I is often associated with mutations in the CDAN1 gene, while CDA Type II is linked to mutations in the SEC23B gene. The genetic mutations lead to abnormal development and function of red blood cells.