For the first time, we reveal a WISP1-specific gene signature and associated downstream signaling patterns for fibrosis initiation and progression in primary human healthy versus IPF-diseased as well as primary dermal fibroblasts. Here, CCN4 is linked to idiopathic pulmonary fibrosis.