Three predictors (age, alanine aminotransferase (ALT) < 80 U/L and seropositivity for anti-TIF-1-γ antibodies) were identified as positive predictors for malignancy while, ILD was found to be a negative predictor of malignancy. This evidence concerns the gene GPT and interstitial lung disease.