In the accompanying research article in BMC Medicine, Rajski et al. show that IGF-I-induced gene expression in primary breast and lung fibroblasts accurately predict outcomes in breast and lung cancer patients.See the associated research paper by Rajski et al: http://www.biomedcentral.com/1741-7015/8/1. This evidence concerns the gene IGF1 and lung carcinoma.