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Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
DNA Methylation Biomarkers Predict Offspring Metabolic Risk From Mothers With Hyperglycemia in Pregnancy.
Johnny Assaf1, Ishant Khurana1,2,3, Ram Abou Zaki1,3
1Epigenetics in Human Health and Disease Program, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia.
Maternal hyperglycemia is linked to cord blood DNA methylation biomarkers that predict offspring metabolic dysfunction. These epigenetic changes at birth indicate early diabetes risk and may mediate long-term metabolic outcomes.
Area of Science:
- Endocrinology and Metabolism
- Epigenetics
- Perinatal Medicine
Background:
- Maternal hyperglycemia during pregnancy is a known risk factor for adverse offspring metabolic health.
- Existing predictive models for offspring metabolic dysfunction often rely solely on clinical factors.
- The role of epigenetic modifications in mediating the effects of in utero exposures on long-term metabolic health requires further elucidation.
Purpose of the Study:
- To identify cord blood DNA methylation biomarkers associated with maternal hyperglycemia.
- To evaluate the predictive value of these biomarkers for offspring metabolic dysfunction, specifically beta-cell dysfunction.
- To investigate the functional impact of hyperglycemia on DNA methylation and gene expression in relevant human cells.
Main Methods:
- Analysis of cord blood DNA methylation profiles in relation to maternal glycemic status.
- Statistical modeling to assess the predictive accuracy of methylation biomarkers for offspring beta-cell dysfunction at various ages.
- Validation studies using human beta-cells and pancreatic ductal epithelial cells to confirm hyperglycemia's effect on methylation-dependent gene expression.
Main Results:
- Nineteen cord blood DNA methylation biomarkers were identified and linked to maternal hyperglycemia.
- These biomarkers significantly improved the prediction of offspring beta-cell dysfunction at ages 7, 11, and 18, outperforming clinical factors alone.
- In vitro studies confirmed that maternal hyperglycemia influences methylation-dependent gene expression in human beta-cells and pancreatic ductal epithelial cells.
Conclusions:
- Cord blood DNA methylation biomarkers associated with maternal hyperglycemia serve as early indicators of offspring metabolic dysfunction.
- Epigenetic modifications at birth, influenced by the in utero environment, play a crucial role in mediating long-term metabolic health outcomes.
- These findings underscore the potential for epigenetic biomarkers in early diabetes risk assessment and intervention strategies.
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