PTPRC and neoplasm: Samples with under or over-estimated immune ratios compared to the visual scoring were found to have highly dense tumor areas and weak CD45 staining, or high CD45 staining background, respectively (Supplementary Fig. 3), which highlights the need for quality tissue and staining for semi-automated scoring by image analysis.