Assessing Differential Expression Measurements by Highly Parallel Pyrosequencing and DNA Microarrays: A Comparative Study

被引:2
作者
Arino, Joaquin [1 ,2 ]
Casamayor, Antonio [1 ,2 ]
Perez Perez, Julian [3 ,4 ]
Pedrola, Laia [4 ]
Alvarez-Tejado, Miguel [5 ]
Marba, Martina [6 ,7 ]
Santoyo, Javier [6 ,8 ]
Dopazo, Joaquin [6 ,7 ,8 ]
机构
[1] Univ Autonoma Barcelona, Dept Bioquim & Biol Mol, Cerdanyola Del Valles, Spain
[2] Univ Autonoma Barcelona, Inst Biotecnol & Biomed, Cerdanyola Del Valles, Spain
[3] Secugen SL, Madrid, Spain
[4] Lifesequencing SL, Valencia, Spain
[5] Roche Appl Sci, Sant Cugat Del Valles, Spain
[6] CIPF, Dept Bioinformat & Genom, Valencia 46013, Spain
[7] CIPF, Funct Genom Node INB, Valencia 46013, Spain
[8] CIBER Enfermedades Raras CIBERER, Valencia, Spain
关键词
YEAST SACCHAROMYCES-CEREVISIAE; GENE-EXPRESSION; RNA-SEQ; TRANSCRIPTIONAL RESPONSE; ALKALINE STRESS; PH STRESS; REPRODUCIBILITY;
D O I
10.1089/omi.2011.0065
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
To explore the feasibility of pyrosequencing for quantitative differential gene expression analysis we have performed a comparative study of the results of the sequencing experiments to those obtained by a conventional DNA microarray platform. A conclusion from our analysis is that, over a threshold of 35 normalized reads per gene, the measurements of gene expression display a good correlation with the references. The observed concordance between pyrosequencing and DNA microarray platforms beyond the threshold was of 0.8, measured as a Pearson's correlation coefficient. In differential gene expression the initial aim is the quantification the differences among transcripts when comparing experimental conditions. Thus, even in a scenario of low coverage the concordance in the measurements is quite acceptable. On the other hand, the comparatively longer read size obtained by pyrosequencing allows detecting unconventional splicing forms.
引用
收藏
页码:53 / 59
页数:7
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