INS and vitamin D deficiency: Our findings in the OBESO cohort align with this evidence; women with early-pregnancy vitamin D deficiency had nearly a two-fold higher risk of developing GDM compared to those with sufficient levels, supporting the idea that inadequate vitamin D availability during early gestation may worsen the insulin resistance typical of pregnancy and contribute to dysglycemia.