There were also significant positive correlations between propionic acid and insulin levels in GDM during both trimesters (r = 0.661, p = 0.003 in T2 and r = 0.551, p = 0.002 in T3, Figure 3E and Figure 4D). This evidence concerns the gene INS and gestational diabetes.