The candidate explanatory variables were age, sex, CCIS, ILD diagnosis, log P/F ratio, log serum HO-1 and log serum KL-6, log serum LDH, GGO score, and honeycomb score (Table 3). This evidence concerns the gene HMOX1 and interstitial lung disease.