Considering the intersection of our datasets for all CF sources, insulin growth factor protein, IGF-1, was identified in the top activated upstream regulators in all CF sources, having been also previously implicated in cardiac fibrosis by other authors (128–130). The gene discussed is IGF1; the disease is cystic fibrosis.