We have previously capitalized on the modeling of multidimensional relationships of the IGF system using machine‐driven approaches, such as artificial neural networks (ANN) 15, and demonstrated considerable improvements (over and above conventional regression models) in performance characteristics (and thus, potential clinical utility) after measuring multiple IGF‐related biomarkers in the detection of colorectal cancer. Here, IGF1 is linked to colorectal cancer.