DocumentCode :
1641625
Title :
Benefits of using paired controls for analyzing gene expression of prostate cancer
Author :
Haney, Scott ; Kam, Moshe ; Hrebien, Leonid
Author_Institution :
Electr. Eng., Drexel Univ., Philadelphia, PA
fYear :
2008
Firstpage :
1
Lastpage :
3
Abstract :
The genetics of prostate cancer are highly variable and not well understood. No consistent pattern of mutations across prostate cancer samples has yet been found. Due to this inherent heterogeneity it is natural to wonder whether or not using paired controls in gene expression studies might be useful. Although other studies have previously analyzed the use of paired controls for the expression of a handful of genes at a time no study has yet been performed to assess the benefits of using paired controls rather than independent controls on a large scale. By using a prostate cancer microarray data set that consisted of 58 pairs of paired cancer and control samples as well as 18 independent controls we found that searches for differentially expressed genes and for upregulated genes were significantly enhanced by using paired controls instead of independent controls.
Keywords :
cancer; data analysis; genetics; gene expression analysis; genetics; paired controls; prostate cancer microarray data set; Autopsy; Breast cancer; Breast neoplasms; Gene expression; Genetic mutations; Large-scale systems; Performance analysis; Performance evaluation; Prostate cancer; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-2844-1
Electronic_ISBN :
978-1-4244-2845-8
Type :
conf
DOI :
10.1109/BIBE.2008.4696742
Filename :
4696742
Link To Document :
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