In non-GDM pregnant women, GDF15 was directly associated with preterm delivery, consistent with previous report that GDF15 level was negatively correlated with gestational age at birth in preterm infants (Almudares et al., 2023). The gene discussed is GDF15; the disease is gestational diabetes.