title: Hepatic transcription response to high-fat treatment in mice: microarray comparison of individual vs. pooled RNA samples.
abstract: Microarray analysis is an important tool in studying gene expression profiles in genomic research. Despite many concerns raised, mRNA samples are often pooled in microarray experiments to reduce the cost and complexity of analysis of transcript profiling. This study reports the results of microarray experiments designed to compare effects of pooling RNA samples and its impact on identifying profiles of mRNA transcripts and differentially expressed genes (DEGs) in the liver of C57BL/6J mice fed normal and high-fat diet. Pearson's correlation coefficient of transcripts between pooled and non-pooled RNA samples was 0.98 to 1.0. The impact of pooled vs. non-pooled RNA samples was also compared by number of transcripts or DEGs. Agreement of significant genes between pooled and non-pooled sets was fairly desirable based on t-test <0.05 and/or signal intensity ≥ 2-fold. Biological process profile and the correlation coefficiency of fold change in the hepatic gene transcripts between pooled and non-pooled samples were also higher than 0.97. This suggests that pooling hepatic RNA samples can reflect the expression pattern of individual samples, and that properly constructed pools can provide nearly identical measures of transcription response to individual RNA sample.
authors: Food and Nutritional Genomics Research Center, Kyungpook National University, Daegu, Republic of Korea.
authors: Gyeong-Min
authors: GM
authors: Do
authors: Eun-Young
authors: EY
authors: Kwon
authors: Eunjung
authors: E
authors: Kim
authors: Hyeng-Soo
authors: HS
authors: Kim
authors: Myung-Sook
authors: MS
authors: Choi
mesh_terms: D000818:Animals; D004041:Dietary Fats / Q000008:administration & dosage*; D020869:Gene Expression Profiling; D008099:Liver / Q000378:metabolism; D008297:Male; D051379:Mice; D008810:Mice, Inbred C57BL; D023421:Models, Animal; D020411:Oligonucleotide Array Sequence Analysis; D012333:RNA, Messenger / Q000235:genetics*; D058028:Research Report; D014158:Transcription, Genetic
chemical_list: D004041:Dietary Fats; D012333:RNA, Messenger