Further prediction based on their records in several databases (CLINVAR, ORPHANET, OMIM, DISGENET, GWAS, HTRI, GENE_FAMILY, and BIOSYSTEM), gene–gene interaction and interaction with phenotypes (IPF, lung disease, lung injury, and lung function) has (Figure 1) prioritized MUC5B as highest-ranked genes and indicated MUC5B, TERT, and ATP11a as seed genes, while TP53, IL1A, MUC2, ACE, and TF as predictive genes based on their normalized scores (Figure 2). The gene discussed is IL1A; the disease is idiopathic pulmonary fibrosis.