Cellular analysis of the BALF (NLR ≥ 8.696, Neu% ≥ 3%, Lym% ≤ 42%) and CD8 ≥ 34.2 at the time of bronchoscopy were found to be independent predictive markers of PF-ILD. This evidence concerns the gene CD8A and interstitial lung disease.