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-182-3p | "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 | |
| hsa-miR-1323 | The context of the study is that the mechanisms leading to gestational diabetes… | 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 | |
| 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-148a-3p | 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-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 | |
| Age | This study aimed to explore predictors of gestational diabetes mellitus (GDM) by… | GDM(n=2986),Normal Glucose Tolerance(n=14159) |
15th to 20th gestational weeks | Incidence and Risk Factors of Gestational Diabetes Mellitus: A Prospective Cohort Study in Qingdao, China | 2020 | Front Endocrinol (Lausanne) | 33042010 | Risk factor | |||
| FH-T2DM | This study highlights the critical role of maternal age in gestational diabetes… | GDM(n=174),Normal Glucose Tolerance(n=714) |
after 24th gestational weeks | Gestational diabetes mellitus in women of single gravidity in Tianjin City, China | 2002 | Diabetes Care | 11978679 | Risk factor | |||
| Age | This study highlights the critical role of maternal age in gestational diabetes… | GDM(n=174),Normal Glucose Tolerance(n=714) |
after 24th gestational weeks | Gestational diabetes mellitus in women of single gravidity in Tianjin City, China | 2002 | Diabetes Care | 11978679 | 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 | |
| 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 |