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
sCD163 This study aimed to develop a first trimester prediction model for gestational d… Serum GDM(n=20),Normal Glucose Tolerance(n=185)
 ELISA 11th to 13th? gestational weeks Weighted Linear Regression First trimester biomarkers for prediction of gestational diabetes mellitus 2020 Placenta 32937245 Risk factor
Vit B12 This study aimed to explore the association between early pregnancy levels of fo… Serum GDM(n=180),Normal Glucose Tolerance(n=878)
 Electrochemiluminescence Assays 9th to 13th gestational weeks Association of Maternal Folate and Vitamin B12 in Early Pregnancy With Gestational Diabetes Mellitus: A Prospective Cohort Study 2021 Diabetes Care 33158950 Risk factor
FhCG-beta This study aimed to determine whether maternal serum concentrations of pregnancy… Serum GDM(n=870),Normal Glucose Tolerance(n=6559)
 Time-Resolved Amplified Cryptate Emission (TRACE) 11th to 13th (+6day)? gestational weeks The association between gestational diabetes mellitus and first trimester aneuploidy screening markers 2013 Annals of Clinical Biochemistry 23897108 Risk factor
NAMPT Pre-B-cell colony-enhancing factor (PBEF), also known as visfatin, is an adipocy… Visfatin/pre-B-cell colony-enhancing factor: a protein with various suggested functions 2007 J Endocrinol Invest 17392604 Mechanism
NAMPT This case-control study aimed to evaluate the potential of maternal serum visfat… Serum GDM(n=100),Normal Glucose Tolerance(n=300)
 ELISA 11th to 13th gestational weeks Maternal serum visfatin at 11-13 weeks of gestation in gestational diabetes mellitus 2011 Clinical Chemistry 21325104 Risk factor
NAMPT Adipocytokines, predominantly derived from adipocytes, play a crucial role in re… Visfatin, an adipocytokine with proinflammatory and immunomodulating properties 2007 J Immunol 17237424 Mechanism
NAMPT This case-case control study aimed to determine whether serum leptin, resistin,… Serum GDM(n=70),Normal Glucose Tolerance(n=70)
 ELISA 11th to 14th gestational weeks Logistic Regression Leptin, resistin and visfatin as useful predictors of gestational diabetes mellitus 2019 Lipids in Health And Disease 31836012 Risk factor
t-PA Plasminogen activator inhibitor-1 (PAI-1) levels are elevated in metabolic disor… Local insulin infusion stimulates expression of plasminogen activator inhibitor-1 and tissue-type plasminogen activator in normal subjects 1999 Am J Med 10527036 Mechanism
t-PA This study aimed to evaluate the potential of first trimester maternal biomarker… Plasma GDM(n=16),Normal Glucose Tolerance(n=80)
 ELISA 11th to 14th gestational weeks Logistic Regression First trimester prediction of gestational diabetes mellitus using plasma biomarkers: a case-control study 2019 Journal of Perinatal Medicine 30205647 Risk factor
IGF-1 Insulin-like growth factor 1 (IGF1) is a key peptide growth factor involved in g… The IGF1 Signaling Pathway: From Basic Concepts to Therapeutic Opportunities 2023 Int J Mol Sci 37834331 Mechanism