The signature contains several genes previously not associated with IPF as well as genes such as MMP7 which is a known biomarker for IPF [10,11] and sFRP2, a Wnt-signaling molecule described as a prospective therapeutic target [40]. This evidence concerns the gene MMP7 and idiopathic pulmonary fibrosis.