The biomarker discovery approach presented in this study is used for an example application using histologies of a specific cancer type (human colorectal cancer), with specific cell types stained and detected (Ki67, CD4, CD8), considering specific binary end points (MSI, MSS), in one specific patient cohort. The gene discussed is CD8A; the disease is colorectal cancer.