For example, ANXA1-FPR1 system is potent effective mediators in anti-inflammatory processes83, and their interaction was lost between CECs and ImCs in KC samples; IL1RN-IL1R1 are natural anti-inflammatory cytokines84, and their interaction were eliminated between CECs and CSCs in KC samples. Here, IL1R1 is linked to keratoconus.