| PreBMI |
This study aimed to explore predictors of gestational diabetes mellitus (GDM) by… |
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GDM(n=124),Normal Glucose Tolerance(n=248)
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11th to 13th? gestational weeks |
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First-trimester prediction of gestational diabetes mellitus: examining the potential of combining maternal characteristics and laboratory measures |
2010 |
Diabetes |
20876721 |
Risk factor |
| hsa-miR-132-3p |
"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 |
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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 |
| DEFA3 |
This study explores the use of machine learning and low-coverage genome-wide seq… |
Plasma |
GDM(n=1942),Normal Glucose Tolerance(n=3143)
|
Whole Genome Sequencing |
12th to 18th gestational weeks |
A deep neural network with an attention architecture was used for binary classification |
Identify gestational diabetes mellitus by deep learning model from cell-free DNA at the early gestation stage |
2024 |
Briefings in Bioinformatics |
38168840 |
Risk factor |
| hsa-miR-520h |
"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 |
| APTT |
This research evaluated the predictive value of maternal coagulation function an… |
Plasma |
GDM(n=142),Normal Glucose Tolerance(n=442)
|
Coagulation Method |
10th to 13th gestational weeks |
Logistic Regression |
Application Value of Predictive Model Based on Maternal Coagulation Function and Glycolipid Metabolism Indicators in Early Diagnosis of Gestational Diabetes Mellitus |
2022 |
Frontiers in Public Health |
35387184 |
Risk factor |
| GPNMB |
Metabolism in mammals is regulated by the complex interplay between different or… |
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Gpnmb secreted from liver promotes lipogenesis in white adipose tissue and aggravates obesity and insulin resistance |
2019 |
Nat Metab |
32694855 |
Mechanism |
| MMP8 |
The study explores the potential of cell-free DNA and RNA from maternal plasma a… |
Maternal plasma and cord blood plasma |
GDM(n=13),Normal Glucose Tolerance(n=99)
|
qRT-PCR |
During the first trimester of pregnancy |
Expectation-Maximization |
Cell-free DNA Methylation and Transcriptomic Signature Prediction of Pregnancies with Adverse Outcomes |
2021 |
Epigenetics |
33045922 |
Risk factor |
| GPNMB |
This study investigated the role of glycoprotein non-metastatic melanoma protein… |
Serum |
GDM(n=47),Normal Glucose Tolerance(n=55)
|
ELISA |
13th to 23th gestational weeks |
Logistic Regression |
Elevated Circulating Levels of Glycoprotein Non-Metastatic Melanoma Protein B as a Predictor of Gestational Diabetes Mellitus |
2021 |
Clinical Laboratory |
34542985 |
Risk factor |
| MMP8 |
This study investigates the relationship between early pregnancy levels of MMP-8… |
Gingival Crevicular Fluid (GCF) |
GDM(n=45),Normal Glucose Tolerance(n=269)
|
Multiplex Elisa Assays |
11th to 14th gestational weeks |
|
Early pregnancy levels of gingival crevicular fluid matrix metalloproteinases-8 and -9 are associated with the severity of periodontitis and the development of gestational diabetes mellitus |
2020 |
Journal of Periodontology |
32789908 |
Risk factor |
| Fe-A |
The study investigates the relationship between serum fetuin-A levels during ear… |
Serum |
GDM(n=332),Normal Glucose Tolerance(n=664)
|
Human Quantikine Enzyme-Linked Immunosorbent Assay Kits |
6th to 15th gestational weeks |
Multivariable conditional logistic regression |
Serum Fetuin-A and Risk of Gestational Diabetes Mellitus: An Observational Study and Mendelian Randomization Analysis |
2022 |
The Journal of Clinical Endocrinology & Metabolism |
35640639 |
Risk factor |
