N order to further cross validate the IGF-I signatures derived from fibroblasts of different origins, the correlation of the centroids for the signature obtained from lung fibroblasts were correlated to the signature derived from human primary breast fibroblasts (0.77; P - value < 2.2e-16, Additional file 10) in the NKI breast cancer dataset. Here, IGF1 is linked to breast carcinoma.