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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| hsa-miR-99a-5p | This study aimed to identify and validate differentially expressed miRNAs in pla… | Plasma Exosomes | "Discovery set: GDM(n=12),Normal Glucose Tolerance(n=12) Validation set: GDM(n=102),Normal Glucose Tolerance(n=101) Prediction set: GDM(n=30),Normal Glucose Tolerance(n=60)" |
qRT-PCR | 10th to 16th gestational weeks | Plasma Exosomal miRNAs Associated With Metabolism as Early Predictor of Gestational Diabetes Mellitus | 2022 | Diabetes | 35926094 | Risk factor | |
| PCOS | This study reveals that the prevalence of gestational diabetes mellitus (GDM) in… | GDM(n=1395538),Normal Glucose Tolerance(n=367427) |
after 24th gestational weeks | Screening for gestational diabetes in the 21st century: a population-based cohort study in Israel | 2013 | J Matern Fetal Neonatal Med | 23035769 | Risk factor | |||
| hsa-miR-192-5p | This study aimed to identify and validate differentially expressed miRNAs in pla… | Plasma Exosomes | "Discovery set: GDM(n=12),Normal Glucose Tolerance(n=12) Validation set: GDM(n=102),Normal Glucose Tolerance(n=101) Prediction set: GDM(n=30),Normal Glucose Tolerance(n=60)" |
qRT-PCR | 10th to 16th gestational weeks | Plasma Exosomal miRNAs Associated With Metabolism as Early Predictor of Gestational Diabetes Mellitus | 2022 | Diabetes | 35926094 | Risk factor | |
| hsa-miR-20a-5p | "The study investigates the regulation of serum miRNAs in South African wom… | Serum | GDM(n=28),Normal Glucose Tolerance(n=53) |
miScript miRNA PCR Arrays | 13th to 31th gestational weeks | Logistic Regression | Decreased Expression of Circulating miR-20a-5p in South African Women with Gestational Diabetes Mellitus | 2018 | Mol Diagn Ther | 29556924 | Risk factor |
| FH-T2DM | In this external validation, prognostic models for gestational diabetes mellitus… | GDM(n=181),Normal Glucose Tolerance(n=3542) |
before 14th gestational weeks | External validation of prognostic models to predict risk of gestational diabetes mellitus in one Dutch cohort: prospective multicentre cohort study. | 2016 | BMJ | 27576867 | Risk factor | |||
| hsa-miR-20a-5p | This study used next-generation sequencing to identify differentially expressed… | Peripheral Blood | GDM(n=10),Normal Glucose Tolerance(n=10) |
qRT-PCR | 16th to 19th gestational weeks | Profiling maternal plasma microRNA expression in early pregnancy to predict gestational diabetes mellitus | 2015 | International Journal of Gynecology and Obstetrics | 25887942 | Risk factor | |
| FH-T2DM | Gestational diabetes mellitus (GDM) affects 3-5% of pregnancies. A study within… | GDM(n=722),Normal Glucose Tolerance(n=13892) |
after 24th gestational weeks | A prospective study of pregravid determinants of gestational diabetes mellitus | 1997 | JAMA | 9315766 | Risk factor | |||
| FH-T2DM | This study aimed to explore predictors of gestational diabetes mellitus (GDM) by… | GDM(n=124),Normal Glucose Tolerance(n=248) |
11th to 13th? gestational weeks | First-trimester prediction of gestational diabetes mellitus: examining the potential of combining maternal characteristics and laboratory measures | 2010 | Diabetes | 20876721 | Risk factor | |||
| FH-T2DM | This study highlights that first-trimester prognostic models for GDM, which incl… | GDM(n=181),Normal Glucose Tolerance(n=3542) |
before 12th gestational weeks | Prognostic models versus single risk factor approach in first-trimester selective screening for gestational diabetes mellitus: a prospective population-based multicentre cohort study | 2020 | BJOG | 32757408 | Risk factor | |||
| hsa-miR-122-5p | "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 |