Review of Genetic and Artificial Intelligence approaches to improving Gestational Diabetes Mellitus Screening and Diagnosis in sub-Saharan Africa
Gadhia V, Loyal J. Review of Genetic and Artificial Intelligence approaches to improving Gestational Diabetes Mellitus Screening and Diagnosis in sub-Saharan Africa. The Yale Journal Of Biology And Medicine 2024, 97: 67-72. PMID: 38559462, PMCID: PMC10964814, DOI: 10.59249/zbsc2656.Peer-Reviewed Original ResearchConceptsGestational diabetes mellitus screeningGestational diabetes mellitusSub-Saharan AfricaSingle nucleotide polymorphismsBarriers to successful integrationImplementation of AISub-Saharan African womenSub-SaharanPredictor of gestational diabetes mellitusRisk of gestational diabetes mellitusAssociated with gestational diabetes mellitusDiabetes mellitus screeningEarly identificationBlack South African cohortTrimester of pregnancySouth African cohortSub-Saharan African populationsHealthcare systemImprove screeningResource settingsSub-Saharan African regionField of healthcareGenetic variantsGoogle ScholarAfrican cohortVitamin C Alleviates the Risk of Gestational Diabetes Mellitus Associated With Exposure to Metals
Wang Y, Wu W, Zhang P, Chen X, Feng Y, Yang H, Jin L, Huang H, Shi X, Wang S, Zhang Y. Vitamin C Alleviates the Risk of Gestational Diabetes Mellitus Associated With Exposure to Metals. Journal Of Diabetes Research 2024, 2024: 1298122. PMID: 39035682, PMCID: PMC11260216, DOI: 10.1155/2024/1298122.Peer-Reviewed Original ResearchConceptsRisk of gestational diabetes mellitusGestational diabetes mellitusVitamin C intakeDietary vitamin C intakeVitamin C supplement useExposure to heavy metalsHeavy metalsC intakeInductively coupled plasma mass spectrometryAssociated with increased risk of GDMGestational diabetes mellitus casesHigher dietary vitamin C intakeUnconditional logistic regression modelsAssociated with increased riskConcentrations of metalsLevels of mercuryExposure to metalsCase-control studyBlood levels of mercuryHigher blood levelsVitamin CVitamin C supplementationAssociated with metalsOxidative stress pathwaysEarly pregnancy
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