CXCL1, CXCL3, CXCL8, CSF3, IL1A, IL1B, and IL1RN all increased in JKs in periodontitis as predicted by our atlas/DEG analyses; alternatively, SKs were relatively less active compared to JKs. Here, CXCL3 is linked to periodontitis.