Removing batch effects in analysis of expression microarray data: an evaluation of six batch adjustment methods.
The expression microarray is a frequently used approach to study gene expression on a genome-wide scale. However, the data produced by the thousands of microarray studies published annually are confounded by "batch effects," the systematic error introduced when samples are processed in mul...
Main Authors: | , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS)
2011-02-01
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Series: | PLoS ONE |
Online Access: | http://europepmc.org/articles/PMC3046121?pdf=render |