PAX5 and cancer: Furthermore, we investigated the interaction between DEGs using differential co-expression analysis, and found that the majority of DCGs were downregulated and tended to lose association in cancer; 98% of DCPs that lost positive correlations with PAX5 were upregulated, whereas 85% of DCPs that lost negative correlations were downregulated (Supplementary Figure 1B).