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Validation of a DNA methylation reference panel for the estimation of nucleated cells types in cord blood.

Authors :
Cardenas A
Allard C
Doyon M
Houseman EA
Bakulski KM
Perron P
Bouchard L
Hivert MF
Source :
Epigenetics [Epigenetics] 2016 Nov; Vol. 11 (11), pp. 773-779. Date of Electronic Publication: 2016 Sep 26.
Publication Year :
2016

Abstract

Cord blood is widely used as surrogate tissue in epigenome-wide association studies of prenatal conditions. Cell type composition variation across samples can be an important confounder of epigenome-wide association studies in blood that constitute a mixture of cells. We evaluated a newly developed cord blood reference panel to impute cell type composition from DNA methylation levels, including nucleated red blood cells (nRBCs). We estimated cell type composition from 154 unique cord blood samples with available DNA methylation data as well as direct measurements of nucleated cell types. We observed high correlations between the estimated and measured composition for nRBCs (r = 0.92, R <superscript>2</superscript> = 0.85), lymphocytes (r = 0.77, R <superscript>2</superscript> = 0.58), and granulocytes (r = 0.72, R <superscript>2</superscript> = 0.52), and a moderate correlation for monocytes (r = 0.51, R <superscript>2</superscript> = 0.25) as well as relatively low root mean square errors from the residuals ranging from 1.4 to 5.4%. These results validate the use of the cord blood reference panel and highlight its utility and limitations for epidemiological studies.

Details

Language :
English
ISSN :
1559-2308
Volume :
11
Issue :
11
Database :
MEDLINE
Journal :
Epigenetics
Publication Type :
Academic Journal
Accession number :
27668573
Full Text :
https://doi.org/10.1080/15592294.2016.1233091