Person: Kaufmann, Walter E
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Kaufmann
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Walter E
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Kaufmann, Walter E
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Publication Measuring cell-type specific differential methylation in human brain tissue
(BioMed Central, 2013) Montaño, Carolina M; Irizarry, Rafael A; Kaufmann, Walter E; Talbot, Konrad; Gur, Raquel E; Feinberg, Andrew P; Taub, Margaret AThe behavior of epigenetic mechanisms in the brain is obscured by tissue heterogeneity and disease-related histological changes. Not accounting for these confounders leads to biased results. We develop a statistical methodology that estimates and adjusts for celltype composition by decomposing neuronal and non-neuronal differential signal. This method provides a conceptual framework for deconvolving heterogeneous epigenetic data from postmortem brain studies. We apply it to find cell-specific differentially methylated regions between prefrontal cortex and hippocampus. We demonstrate the utility of the method on both Infinium 450k and CHARM data.