We observed a significant increase in inflammatory factors (such as TNF-α, IL-1β, CXCL1, CXCL2, CCL4, and TLR7) and exacerbates hyperkeratosis and keratosis in STAT3 mice. Here, CCL4 is linked to Hyperkeratosis.