“…In addition to introducing a new set of diagnostic genes able to classify IPF and healthy cases, this endeavor also attempts to bring into scientific attention several IPF-related features overlooked by previous in silico studies. For example, focusing on the genes of our lite model, apart from well-known pulmonary fibrosis players, such as MMP7 [46] , [47] , [48] , COL1A1 [47] , [49] , [50] , COL15A1 [47] , COMP [51] and AGER [52] , [53] , there are features that have not been extensively studied in pulmonary fibrosis. Although, interleukin 13 receptor subunit alpha 2 ( IL13RA2 ) has been evidenced to mediate pro-fibrotic TGFb-1 signaling in a colitis model [54] and was here correlated with several pulmonary function tests, its potential implication in pulmonary fibrosis needs to be thoroughly investigated.…”