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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| PGDM | 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 | Logistic Regression | First-trimester prediction of gestational diabetes mellitus: examining the potential of combining maternal characteristics and laboratory measures | 2010 | Diabetes | 20876721 | Risk factor | ||
| PM | This study evaluated the predictive value of selective screening (SS) risk facto… | GDM(n=113),Normal Glucose Tolerance(n=902) |
after 24th gestational weeks | Improvement of selective screening strategy for gestational diabetes through a more accurate definition of high-risk groups | 2013 | Eur J Endocrinol. | 24114434 | Risk factor | |||
| SBP | It seems there was a misunderstanding in your request, as the provided study abs… | GDM(n=198),Normal Glucose Tolerance(n=448) |
14th to 17th gestational weeks | Metabolic profiling of gestational diabetes in obese women during pregnancy | 2017 | Diabetologia | 28766127 | Risk factor | |||
| hsa-miR-122-5p | 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 | Logistic Regression | Plasma Exosomal miRNAs Associated With Metabolism as Early Predictor of Gestational Diabetes Mellitus | 2022 | Diabetes | 35926094 | 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 | |||
| 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 | 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 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-136-5p | "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 | |
| Age | 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 |