INS and gestational diabetes: Based on existing evidence, we hypothesized that pre-pregnancy physical activity would serve as a protective factor against GDM by improving insulin sensitivity and metabolic regulation, while a higher pre-pregnancy BMI would be associated with an increased risk of GDM development.