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Exogenous spike-in mouse RNAs for accurate differential gene expression analysis in barley using RT-qPCR
Marcus A Vinje1, David A Friedman1
1USDA, Agricultural Research Service, Cereal Crops Research Unit, Madison, WI 53726, United States.
Biology Methods & Protocols
|December 20, 2023
Summary
This study introduces external reference genes for more accurate gene expression analysis in barley malting. This method significantly reduces variability and improves the reliability of transcript level measurements compared to traditional internal reference genes.
Area of Science:
- Molecular Biology
- Plant Science
- Biotechnology
Background:
- Accurate gene expression measurement relies on validated reference genes for normalization in RT-qPCR assays.
- Commonly used internal reference genes (housekeeping genes) are often not validated, leading to variability in results.
- Previous studies using internal reference genes for barley malting showed extensive variability.
Purpose of the Study:
- To develop and validate a novel method for gene expression analysis that circumvents the need for internal reference genes.
- To identify and validate stably expressed external reference genes for normalizing gene expression data in barley.
- To compare the accuracy and reliability of external versus internal reference genes in barley malting and grain development studies.
Main Methods:
- Co-amplification of total mouse RNA (as an external reference spike-in) and barley RNA to create cDNA.
- Creation of primer sets for putatively stable mouse genes to identify suitable external reference genes.
- Normalization of barley gene expression data using validated external reference genes and comparison with internal reference gene normalization.
Main Results:
- Normalization with external reference genes significantly reduced standard deviations and revealed significant transcript abundance differences.
- Internal reference genes resulted in larger standard deviations and failed to detect significant differences.
- External reference genes provided more accurate expression level assessments in malting and developing grains compared to internal reference genes.
Conclusions:
- External reference genes offer a more reliable and accurate method for normalizing gene expression data in barley, particularly during malting and grain development.
- The use of validated external reference genes overcomes the limitations and variability associated with traditional internal reference genes.
- This approach enhances the precision of transcript level measurements in plant molecular biology research.

