We then evaluated the subtype-specific expression of the keratoconus-related enzymes identified in this study, and found that CTSD was specifically and highly expressed in keratoconus across all subtypes, while CTSK was mainly differentially enriched in C0-C2 cells (Supplementary Fig. S5a). Here, CTSD is linked to keratoconus.