Thus, up- and downregulated genes, which are positively correlated with the biological parameters of diabetes (HbA1c, glycemia) are negatively correlated with the dyslipidemia parameters (cholesterol, LDL and apo B), and vice versa. Here, APOB is linked to diabetes mellitus.