Stabilized collagen-based matrices are prepared by non-enzymatic glycosylation of native collagen to irreversibly cross-link collagen polypeptide chains. The sugar cross-linking agents, preferably is D-ribose, provide non-immunogenic, non-toxic cross-linked collagen matrices especially useful in clinical and veterinary applications.