Multiomics-based Prediction Model for GDM

Study Overview
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Brief Summary
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A prospective cohort study was conducted to :1. explore the relative biomarkers of related with the occurence and development; 2. develop a multiotimics prediction model for GDM.

Detailed Description
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Gestational diabetes mellitus (GDM) is one of the most complications during pregnancy and it is associated with many adverse outcomes especially when the pregnant women can't control blood glucose well. With economy develop rapidly, the occurence of GDM is about 15-20%. Recently, the research on GDM has gone into the molecular level, which is beneficial to diagnosis and treatment on GDM. Besides, the cost of hospitalization and treatment for adverse outcomes caused by GDM have caused a certain burden to pregnant women, their families and the whole country. Lifestyle management has the first-line for treatment on GDM, however, the situation of self-management on GDM isn't satisfactory. Therefore, our study aims to explore a model to predict GDM in advance and reduce the adverse outcomes and economy associated with GDM. The study plan to enroll 60 participants with hisk-risk of GDM and 40 normal participants. They are required sign the inform consent after deciding to participate the research. Furthermore, during early pregnancy (8-13 weeks), middle pregnancy (24-27 3 weeks) and late pregnancy (32-36 weeks), 6-8 weeks after delivery, blood, feces, urine, saliva samples were collected, and continuous blood glucose monitoring system were equipped, human component testing was performed. Follow up was performed to collect the first stool sample of the mother after delivery and faecal samples from the first to the fifth time after birth (the first five times within one week after birth, including hospitalization and discharge) .

Official Title
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Exploratory Study on Gestational Diabetes Mellitus: Multiomics-based Prediction Model

Conditions
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GDM

Participation Criteria
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Eligibility Criteria
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Inclusion Criteria: All of following conditions must be met: The range of pregnant week is between 8 to 13+6 weeks; The range of age is between 20 to 45 years; Pregnancy naturally and singleton pregnancy; According to the 2020 GDM high-risk population scoring model, those who gets equal to or larger than 80 scores will be assigned to high-risk group and equal to or smaller than 20 scores to low-risk group; Exclusion Criteria: Meeting one of the following conditions will be excluded: Smoking or drinking alcohols; Pregnant women who used antibiotics before 1 month enrollment; Combined with Chronic hepatitis, nephritis, chronic gastritis, gastric ulcer, chronic colitis, hyperthyroidism, hypothyroidism (except subclinical hypothyroidism) and blood diseases before pregnancy; Pregnant women who has a long-term medication history; Those who reject signing the inform consent; Those who has participated other clinical trail in the same period

Ages Eligible for Study
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Minimum Age: 20 Years
Maximum Age: 45 Years

Sexes Eligible for Study
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Female

Accepts Healthy Volunteers
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No

Study Plan
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How is the study designed?
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Arms and Interventions

| Participant Group/Arm | Intervention/Treatment |
| --- | --- |
| early pregnancy women<br>According to the 2020 high-risk population score model, participants with high risks for GDM and normal health participants will be enrolled into the study. | |

What is the study measuring?
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Primary Outcome Measures

| Outcome Measure | Measure Description | Time Frame |
| --- | --- | --- |
| microbiota | 1.The composition of gut and saliva microbiota in women;2. The blood glucose level;3. The body composition value | At 8 to 13 gestational weeks | 
| microbiota | 1.The composition of gut and saliva microbiota in women;2. The blood glucose level;3. The body composition value | At 24 to 28 gestational weeks | 
| microbiota | 1.The composition of gut and saliva microbiota in women;2. The blood glucose level;3. The body composition value | At 32-36 gestational weeks | 
| microbiota | 1.The composition of gut and saliva microbiota in women;2. The blood glucose level;3. The body composition value; 4. The composition of gut in fetuses | At postpartum 42 days | 

 Terms related to the study
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Keywords Provided by Centre Hospitalier Valida
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GDM, predictive model, multiotimics