The four biomarkers levels ratios (tumor/control) involved in the strongest above-mentioned correlations i.e. APRIL, BAFF, IL8 and MMP2 were patient-wise negatively correlated to the CD163 levels ratios (Fig. 5). The gene discussed is CD163; the disease is neoplasm.