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Updated: Jun 22, 2026

Probe-based Real-time PCR Approaches for Quantitative Measurement of microRNAs
Published on: April 14, 2015
Application of a master equation for quantitative mRNA analysis using qRT-PCR
Z Lewis Liu1, Debra E Palmquist, Menggen Ma
1National Center for Agricultural Utilization Research, USDA-ARS 1815N University St. Peoria, IL 61604, USA. ZLewis.Liu@ars.usda.gov
This study introduces a new method for accurate mRNA quantification using quantitative reverse transcription polymerase chain reaction (qRT-PCR). It establishes a reliable reference gene, CAB, to improve data reproducibility and simplify analysis.
Area of Science:
- Molecular Biology
- Biotechnology
- Microbiology
Background:
- Quantitative reverse transcription polymerase chain reaction (qRT-PCR) is standard for mRNA quantification.
- Conventional qRT-PCR relies on housekeeping genes for normalization, but their variability hinders accuracy and reproducibility.
- Lack of standardized reference genes complicates inter-experiment comparisons.
Purpose of the Study:
- To develop a robust quality control system for absolute mRNA quantification using qRT-PCR.
- To establish a reliable and simplified method for data acquisition, normalization, and analysis in qRT-PCR.
- To enhance the reliability, reproducibility, and throughput of qRT-PCR assays.
Main Methods:
- Demonstrated the independent performance of a sole reference gene, CAB, as a constant manual threshold.
- Established a master equation using the CAB reference and calibration control genes for mRNA abundance estimation.
- Validated amplification efficiency between 95% and 100% for control genes across different RNA backgrounds on an ABI real time PCR 7500 system.
Main Results:
- The CAB reference gene provides a stable internal control for data normalization and analysis across multiple reactions.
- The developed master equation accurately estimates mRNA abundance, overcoming limitations of variable housekeeping genes.
- Consistent amplification efficiencies confirm the robustness of the new quality control system.
Conclusions:
- The novel CAB reference gene system offers a reliable approach for absolute mRNA quantification via qRT-PCR.
- This method simplifies existing qRT-PCR protocols, significantly improving data reliability and reproducibility.
- The enhanced throughput and accuracy make this a valuable tool for diverse research applications.
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