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Profiling of Pre-micro RNAs and microRNAs using Quantitative Real-time PCR (qPCR) Arrays
Published on: December 3, 2010
Comparison of mRNA gene expression by RT-PCR and DNA microarray
Wiguins Etienne1, Martha H Meyer, Johnny Peppers
1Carolinas Medical Center, Charlotte, NC, USA.
Abstract:
Few studies have compared the quantification of mRNA by DNA microarray to the results obtained by reverse transcription PCR (RT-PCR). In this study, mRNA was collected from the healing femoral fracture callus of adult and juvenile rats at various times after fracture. Ten samples were measured by both methods for 26 genes. For RT-PCR, mRNA was reverse transcribed, amplified, electrophoresed, blotted, and probed with 32P-labeled internal oligonucleotides, which were quantified. For DNA microarray, the mRNA was processed to biotin-labeled cRNA, hybridized to 10 Affymetrix Rat U34A microarrays, and quantified. Correlation coefficients (r) for each gene for the agreement between RT-PCR and microarray ranged from -0.48 to +0.93. This variation made the interpretation gene-specific. Genes with moderate expression levels gave the highest r values. Increased numbers of absent calls by the microarray software and increased separation between the location of the PCR primers and the microarray probes both led to reduced agreement. Microarray analysis suggested a floor effect in expression levels measured by RT-PCR for two genes. In conclusion, moderate mRNA expression levels with overlap in the location of PCR primers and microarray probes can yield good agreement between these two methods.
Insights
Comparing DNA microarray and reverse transcription PCR (RT-PCR) for mRNA quantification revealed gene-specific agreement. Moderate expression levels and overlapping probe/primer locations yielded the best results between these molecular biology techniques.
Area of Science:
- Molecular Biology
- Genomics
- Biotechnology
Background:
- Quantitative accuracy of mRNA measurement is crucial in molecular biology.
- DNA microarrays and reverse transcription PCR (RT-PCR) are common methods for mRNA quantification.
- Limited comparative studies exist for these techniques in specific biological contexts.
Purpose of the Study:
- To compare the quantitative accuracy of mRNA measurement between DNA microarray and RT-PCR.
- To identify factors influencing the agreement between these two gene expression analysis methods.
Main Methods:
- mRNA was isolated from rat femoral fracture callus samples at various time points.
- Gene expression was quantified using both DNA microarray (Affymetrix Rat U34A) and RT-PCR for 26 genes.
- Correlation coefficients were calculated to assess the agreement between the two methods.
Main Results:
- Correlation coefficients between RT-PCR and microarray ranged from -0.48 to +0.93, indicating gene-specific agreement.
- Genes with moderate expression levels showed higher agreement (higher r values).
- Reduced agreement was observed with increased "absent" calls by microarray software and greater distance between RT-PCR primer and microarray probe binding sites.
Conclusions:
- The agreement between DNA microarray and RT-PCR for mRNA quantification is gene-specific.
- Moderate expression levels and overlapping primer/probe locations enhance concordance.
- Microarray analysis indicated potential underestimation of low-level expression by RT-PCR for certain genes.
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