Our analysis identified eight hub genes (ACSL1, CEBPD, CFH, HMGCS1, IL6, SOCS3, TLR2, and UCP2) associated with IPF progression. The gene discussed is HMGCS1; the disease is idiopathic pulmonary fibrosis.