Early-pregnancy eBFP change rate
Biomarker2 findings
Effects
1Gestational diabetes mellitus
no changein humans1OR 0.51
1 study
Gestational diabetes mellitus
no changein humans1OR 0.51
Early-pregnancy eBFP change rate has no effect on gestational diabetes mellitus in humans (OR 0.51, 95% CI 0.22-1.20).
Humansamong women with FLI_Ln <2.90females
Early-pregnancy BMI-derived adiposity change rate and gestational diabetes mellitus risk: modification by a fatty liver index-defined hepatic-metabolic phenotype · Frontiers in endocrinology · 15 Sep 2026
Associations
1Gestational diabetes mellitus
upin humans1OR 1.58
1 study
Gestational diabetes mellitus
upin humans1OR 1.58
Early-pregnancy eBFP change rate raises the risk of gestational diabetes mellitus in humans (OR 1.58, 95% CI 1.14-2.21).
Humansafter adjustment for maternal age, parity, pre-pregnancy BMIfemalesn = 583
Early-pregnancy BMI-derived adiposity change rate and gestational diabetes mellitus risk: modification by a fatty liver index-defined hepatic-metabolic phenotype · Frontiers in endocrinology · 15 Sep 2026