SPP1 and gestational diabetes: Statistical analysis included Student’s t-test for comparing biomarker levels, chi-square tests for GDM incidence across OPN quartile levels, multiple logistic regression for assessing GDM frequency by OPN quartile levels, and the Pearson correlation coefficient to explore relationships between biomarker levels and maternal-newborn characteristics.