EDS is caused by mutations in genes responsible for the production and processing of collagen. These mutations can lead to defective collagen molecules that are unable to form proper fibrils, resulting in weak and disorganized connective tissue. Some common genes involved include COL1A1 and COL1A2 for Classical EDS, and COL3A1 for Vascular EDS.