Further analysis showed that upregulated genes in fibroblasts were primarily associated with pathways like IL-17 signaling, legionellosis, lipid metabolism, atherosclerosis, TNF signaling, and antigen processing and presentation. The gene discussed is TNF; the disease is atherosclerosis.