VALIDATION

ID GPT's Summary Sample's type Experimental grouping Experiemental methods Gestational weeks Machine learning algorithms Article's title Year Journal PMID Evidence type
Lep This study investigated the relationship between maternal plasma leptin concentr… Plasma GDM(n=47),Normal Glucose Tolerance(n=776)
Enzyme Immunoassay before 13th gestational weeks Increased maternal plasma leptin in early pregnancy and risk of gestational diabetes mellitus 2004 Obstetrics And Gynecology 14990416 Risk factor
GGT This study investigated the longitudinal association of liver enzymes, particula… Serum GDM(n=117),Normal Glucose Tolerance(n=232)
Enzymatic methods 10th to 13th gestational weeks & 16th to 19th gestational weeks Liver Enzymes in Early to Mid-pregnancy, Insulin Resistance, and Gestational Diabetes Risk: A Longitudinal Analysis 2018 Frontiers in Endocrinology 30333792 Risk factor
Lep This nested case-control study examined the relationship between early pregnancy… Serum GDM(n=332),Normal Glucose Tolerance(n=664)
ELISA before 12th gestational weeks Adiponectin, leptin, and leptin/adiponectin ratio with risk of gestational diabetes mellitus: A prospective nested case-control study among Chinese women 2022 Diabetes Research And Clinical Practice 35985429 Risk factor
UA Hyperuricemia has been linked to insulin resistance, pancreatic β-cell dysfuncti… Serum Uric acid-induced pancreatic β-cell dysfunction 2021 BMC Endocr Disord 33593356 Mechanism
UA Hyperuricemia is closely linked to obesity and metabolic syndrome and serves as… Serum Hyperuricemia as a mediator of the proinflammatory endocrine imbalance in the adipose tissue in a murine model of the metabolic syndrome 2011 Diabetes 21346177 Mechanism
Hb "This study investigated the relationship between first-trimester hemoglobi… Whole Blood GDM(n=358),Normal Glucose Tolerance(n=1324)(anemia Hb < 110?g/L, normal Hb ≥ 110 and Hb ≤130?g/L and high Hb >130?g/L)
Cyanmethemoglobin Method 14th to 16th gestational weeks First-trimester hemoglobin, haptoglobin genotype, and risk of gestational diabetes mellitus in a retrospective study among Chinese pregnant women 2024 Nutrition & Diabetes 38951151 Risk factor
PAPP-A This study investigated whether first-trimester biochemical markers of placentat… Serum GDM(n=787),Normal Glucose Tolerance(n=30438)
Time-Resolved Fluoroimmunoassay (TRFIA)/ECLIA 11th to 13th gestational weeks First-trimester biochemical markers of placentation in screening for gestational diabetes mellitus 2015 Metabolism-clinical And Experimental 26362726 Risk factor
PAPP-A This study examined the relationship and predictive value of first-trimester pre… Serum GDM(n=750),Normal Glucose Tolerance(n=4122)
Time-Resolved Fluoroimmunoassay (TRFIA) 11th to 13th gestational weeks Study on the Relationship and Predictive Value of First-Trimester Pregnancy-Associated Plasma Protein-A, Maternal Factors, and Biochemical Parameters in Gestational Diabetes Mellitus: A Large Case-Control Study in Southern China Mothers 2023 Diabetes Metabolic Syndrome And Obesity-targets And Therapy 37033400 Risk factor
UA This prospective double-center study investigated the relationship between serum… Serum GDM(n=177),Normal Glucose Tolerance(n=696)
Enzymatic methods before 12th gestational weeks Relationship between serum uric acid in early pregnancy and gestational diabetes mellitus: a prospective cohort study 2024 Endocrine 37782356 Risk factor
PAPP-A This study examined the relationship between first-trimester pregnancy-associate… Serum GDM(n=73),Normal Glucose Tolerance(n=748)
Time-Resolved Fluoroimmunoassay (TRFIA) around 15th gestational week Logistic Regression Early Pregnancy-Associated Plasma Protein A Concentrations Are Associated With Third Trimester Insulin Sensitivity 2017 Journal of Clinical Endocrinology & Metabolism 28323969 Risk factor