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
HMOX1 This study explored the relationship between maternal serum heme oxygenase-1 (HO… Serum GDM(n=186),Normal Glucose Tolerance(n=191)
ELISA before 16th gestational weeks Maternal serum heme-oxygenase-1 (HO-1) concentrations in early pregnancy and subsequent risk of gestational diabetes mellitus 2012 PLOS ONE 23139759 Risk factor
MPV This study investigated the potential of early pregnancy platelet parameters to… Whole Blood GDM(n=192),Normal Glucose Tolerance(n=996)
Impedance Method 11th to 13th (+6day)? gestational weeks The value of first-trimester platelet parameters in predicting gestational diabetes mellitus 2022 Journal of Maternal-fetal & Neonatal Medicine 32594791 Risk factor
MPV This study evaluated the predictive value of increasing inflammatory markers for… Whole Blood GDM(n=302),Normal Glucose Tolerance(n=310)
 Impedance Method before 20th gestational weeks Logistic Regression Variations of blood cells in prediction of gestational diabetes mellitus 2014 Journal of Perinatal Medicine 24897392 Risk factor
TBA This study explores the role of bile acids in exacerbating sepsis through the ac… Farnesoid X Receptor Regulation of the NLRP3 Inflammasome Underlies Cholestasis-Associated Sepsis 2017 Cell Metab 28380377 Mechanism
TBA This study evaluated the longitudinal associations between maternal total bile a… Serum GDM(n=114),Normal Glucose Tolerance(n=1327)
 Enzyme Cycling Method 14th to 18th gestational weeks Logistic Regression A higher level of total bile acid in early mid-pregnancy is associated with an increased risk of gestational diabetes mellitus: a prospective cohort study in Wuhan, China 2020 Journal of Endocrinological Investigation 32086784 Risk factor
K This study examined the relationship between potassium levels during the first h… Serum GDM(n=604),Normal Glucose Tolerance(n=7510)sorted by the following group:K?<?3.5 mEq/l; K?=?3.5–3.99?mEq/l and K?≥?4?mEq/l
 Ion-Selective Electrode" (ISE) First half of the pregnancy Low potassium level during the first half of pregnancy is associated with lower risk for the development of gestational diabetes mellitus and severe pre-eclampsia 2010 Journal of Maternal-fetal & Neonatal Medicine 20059438 Risk factor
PP13 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
sOB-R This study investigated the association between a panel of adipokines in early a… Plasma GDM(n=107),Normal Glucose Tolerance(n=214)
 Quantikine Human Leptin sR 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
SCHE This study aimed to investigate the association between chemerin levels in the f… Serum GDM(n=19),Normal Glucose Tolerance(n=20)
 ELISA 8th to 12th gestational weeks Serum chemerin level during the first trimester of pregnancy and the risk of gestational diabetes mellitus 2017 Gynecological Endocrinology 28454507 Risk factor
sCD163 This study investigated the dysregulation of adipokines and monocyte/macrophage… Plasma GDM(n=48),Normal Glucose Tolerance(n=225)
 ELISA 14th to 16th gestational weeks Logistic Regression Adipokines and macrophage markers during pregnancy-Possible role for sCD163 in prediction and progression of gestational diabetes mellitus 2019 J Endocrinol Invest 30548982 Risk factor