Comparison of normalization methods with microRNA microarray.

Abstract:

:MicroRNAs (miRNAs) are a group of RNAs that play important roles in regulating gene expression and protein translation. In a previous study, we established an oligonucleotide microarray platform to detect miRNA expression. Because it contained only hundreds of probes, data normalization was difficult. In this study, the microarray data for eight miRNAs extracted from inflamed rat dorsal root ganglion (DRG) tissue were normalized using 15 methods and compared with the results of real-time polymerase chain reaction. It was found that the miRNA microarray data normalized by the print-tip loess method were the most consistent with results from real-time polymerase chain reaction. Moreover, the same pattern was also observed in 14 different types of rat tissue. This study compares a variety of normalization methods and will be helpful in the preprocessing of miRNA microarray data.

journal_name

Genomics

journal_title

Genomics

authors

Hua YJ,Tu K,Tang ZY,Li YX,Xiao HS

doi

10.1016/j.ygeno.2008.04.002

subject

Has Abstract

pub_date

2008-08-01 00:00:00

pages

122-8

issue

2

eissn

0888-7543

issn

1089-8646

pii

S0888-7543(08)00083-9

journal_volume

92

pub_type

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