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
TG This study explored the relationship between maternal lipid profiles and gestati… Serum GDM(n=315),Normal Glucose Tolerance(n=880)
 Glycerol-3-phosphate Oxidase-PAP Method before 14th gestational weeks Elevated serum triglyceride levels at first prenatal visit is associated with the development of gestational diabetes mellitus 2022 Diabetes-metabolism Research And Reviews 34407277 Risk factor
ADPN Adiponectin is an anti-diabetic adipokine whose receptors possess a unique seven… Adiponectin and AdipoR1 regulate PGC-1alpha and mitochondria by Ca(2+) and AMPK/SIRT1 2010 Nature 20357764 Mechanism
ADPN This study investigates the role of Adiponectin Receptor 1 (AdipoR1) in restorin… Ceramide disables 3-phosphoinositide binding to the pleckstrin homology domain of protein kinase B (PKB)/Akt by a PKCzeta-dependent mechanism 2022 Front Pharmacol 35444544 Mechanism
ADPN This study demonstrates that non-alcoholic fatty liver disease (NAFLD) in the fi… Plasma GDM(n = 36),Normal Glucose Tolerance(n = 572)
 ELISA 10th to 14th gestational weeks Non-alcoholic fatty liver disease in the first trimester and subsequent development of gestational diabetes mellitus 2018 Diabetologia 30470912 Risk factor
ADPN Adiponectin, a key adipokine with metabolic and anti-inflammatory properties, pl… Adiponectin signaling and its role in bone metabolism 2018 Cytokine 29937410 Mechanism
ADPN Metabolic syndrome (MetS) is a pathological condition characterized by abdominal… Tissue-specific role and associated downstream signaling pathways of adiponectin 2021 Cell Biosci 33902691 Mechanism
ADPN This study investigated the association of multiple adipokines with gestational… Plasma GDM(n = 107),Normal Glucose Tolerance(n = 214)
 Human Adiponectin/Acrp30 Immunoassay 10th to 14th gestational weeks&15th to 26th gestational weeks Logistic Regression Adipokines in early and mid-pregnancy and subsequent risk of gestational diabetes: a longitudinal study in a multiracial cohort 2020 Bmj Open Diabetes Research & Care 32747382 Risk factor
ADPN This study found that low maternal plasma adiponectin levels are significantly a… Plasma GDM(n = 41),Normal Glucose Tolerance(n = 70)
 ELISA before 13th gestational weeks Logistic Regression Plasma adiponectin concentrations in early pregnancy and subsequent risk of gestational diabetes mellitus 2004 Journal of Clinical Endocrinology & Metabolism 15126557 Risk factor
ADPN Adiponectin, an adipocyte-derived secretory factor, enhances insulin sensitivity… Receptor-mediated activation of ceramidase activity initiates the pleiotropic actions of adiponectin 2011 Nature Medicine 21186369 Mechanism
FPG This study evaluated the use of fasting plasma glucose (FPG) during the first pr… Plasma Group A (FPG < 4.10mmol/L), Group B (4.10< FPG <4.59mmol/L), Group C (4.60< FPG <5.09mmol/L), Group D (5.10< FPG <5.59mmol/L),Group E (5.60< FPG <6.09mmol/L) and Group E (6.10< FPG ≤6.99mmol/L)
 hexokinase method before 12th gestational weeks Evaluation of the value of fasting plasma glucose in the first prenatal visit to diagnose gestational diabetes mellitus in china 2013 Diabetes Care 23193214 Risk factor