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Enlarged leukocyte referent libraries can explain additional variance in blood-based epigenome-wide association studies
- Kim, Stephanie;
- Eliot, Melissa;
- Koestler, Devin C;
- Houseman, Eugene A;
- Wetmur, James G;
- Wiencke, John K;
- Kelsey, Karl T
Published Web Location
https://doi.org/10.2217/epi-2016-0037Abstract
AIM: We examined whether variation in blood-based epigenome-wide association studies could be more completely explained by augmenting existing reference DNA methylation libraries. MATERIALS & METHODS: We compared existing and enhanced libraries in predicting variability in three publicly available 450K methylation datasets that collected whole-blood samples. Models were fit separately to each CpG site and used to estimate the additional variability when adjustments for cell composition were made with each library. RESULTS: Calculation of the mean difference in the CpG-specific residual sums of squares error between models for an arthritis, aging and metabolic syndrome dataset, indicated that an enhanced library explained significantly more variation across all three datasets (p < 10(-3)). CONCLUSION: Pathologically important immune cell subtypes can explain important variability in epigenome-wide association studies done in blood.
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