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
S100A9 The study investigates the impact of gestational diabetes mellitus (GDM) on the… Omental Adipose Tissue GDM(n=6),Normal Glucose Tolerance(n=6)
Western Blotting At the time of term Caesarean section 2D-DIGE to identify proteins associated with gestational diabetes in omental adipose tissue 2013 Journal of Endocrinology 23709000 Risk factor
hsa-miR-132-3p "The study aimed to explore the role of placenta-derived miRNAs in the deve… Serum Extracellular Vesicles GDM(n=23),Normal Glucose Tolerance(n=46)
qPCR 6th to 15th gestational weeks miRNA Profiles in Extracellular Vesicles From Serum Early in Pregnancies Complicated by Gestational Diabetes Mellitus 2019 Journal of Clinical Endocrinology & Metabolism (J Clin Endocrinol Metab) 31058973 Risk factor
S100A9 This research aimed to explore the differences in the exosomal proteome of 24-ho… Exosome Protein of 24 hour Urine GDM(n=8),Normal Glucose Tolerance(n=10)
Western blotting At 20th gestational weeks Negative binomial generalized linear models Proteomic analyses of Urine Exosomes reveal New Biomarkers of Diabetes in Pregnancy 2016 Madridge Journal of Diabetes 31448371 Risk factor
hsa-miR-342-3p "The study aimed to explore the role of placenta-derived miRNAs in the deve… Serum Extracellular Vesicles GDM(n=23),Normal Glucose Tolerance(n=46)
qPCR 6th to 15th gestational weeks miRNA Profiles in Extracellular Vesicles From Serum Early in Pregnancies Complicated by Gestational Diabetes Mellitus 2019 Journal of Clinical Endocrinology & Metabolism (J Clin Endocrinol Metab) 31058973 Risk factor
VitE This study investigates the relationship between maternal fat-soluble antioxidan… Plasma GDM(n=93),Normal Glucose Tolerance(n=574)
high-performance liquid chromatography 8th to 10th gestational weeks Multivariable logistic regression The association of maternal fat-soluble antioxidants in early pregnancy with gestational diabetes mellitus: a prospective cohort study 2022 Nutrition & Diabetes 36494332 Risk factor
AFM This research developed a prediction model for GDM using maternal age, afamin le… Serum GDM(n=607),Normal Glucose Tolerance(n=833)
ELISA 10th to 12th gestational weeks Multivariate Logistic Regression The Clinical Values of Afamin, Triglyceride and PLR in Predicting Risk of Gestational Diabetes During Early Pregnancy 2021 Frontiers in Endocrinology 34803906 Risk factor
AFM The study investigates whether afamin, a vitamin E-binding protein, can serve as… Serum GDM(n=59),Normal Glucose Tolerance(n=51)
ELISA before 14th gestational weeks Is Afamin a novel biomarker for gestational diabetes mellitus? A pilot study 2018 Reproductive Biology and Endocrinology 29587878 Risk factor
Cr This research identified eight significant pre- and early-pregnancy factors link… Serum GDM(n=49611),Normal Glucose Tolerance(n=137821)
Kinetic Modified Jaffe 8th to 12th gestational weeks Logistic Regression Association of pre- and early-pregnancy factors with the risk for gestational diabetes mellitus in a large Chinese population 2021 Scientific Reports 33795771 Risk factor
HBsAg This study evaluates the antiviral effects and underlying mechanisms of electroa… Inhibition of hepatitis B virus through PPAR-JAK/STAT pathway modulation by electroacupuncture and tenofovir disoproxil fumarate combination therapy 2024 Int Immunopharmacol 39369463 Mechanism
APOB This research evaluated the predictive value of maternal coagulation function an… Serum GDM(n=142),Normal Glucose Tolerance(n=442)
ELISA 10th to 13th gestational weeks Logistic Regression Application Value of Predictive Model Based on Maternal Coagulation Function and Glycolipid Metabolism Indicators in Early Diagnosis of Gestational Diabetes Mellitus 2022 Frontiers in Public Health 35387184 Risk factor