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Analysis of qPCR Data: From PCR Efficiency to Absolute Target Quantity
Jan M Ruijter1, Maurice J B van den Hoff1
1Department of Medical Biology, Amsterdam UMC, Location AMC, Meibergdreef 15, 1105AZ Amsterdam, The Netherlands.
International Journal of Molecular Sciences
|December 30, 2025
Summary
Quantitative Polymerase Chain Reaction (qPCR) analysis can now yield Ncopy, the precise number of DNA/RNA targets. This new method offers intuitive, globally comparable results, overcoming previous biases in qPCR experiments.
Area of Science:
- Molecular Biology
- Biotechnology
- Analytical Chemistry
Background:
- Quantitative Polymerase Chain Reaction (qPCR) is a sensitive technique for DNA/RNA quantification across various fields.
- Significant variability and bias persist in reported qPCR results despite standardization efforts.
- Current efficiency-corrected qPCR analysis provides less variable results but an abstract output (fluorescence at cycle zero).
Purpose of the Study:
- To introduce a novel qPCR data analysis method yielding an intuitive absolute quantitative result.
- To develop a theoretical approach for determining the initial number of target copies (Ncopy).
- To enable assay-, machine-, and laboratory-independent worldwide comparisons of qPCR data.
Main Methods:
- A new theoretical approach was developed to determine Ncopy.
- This method utilizes characteristics of the amplification curve.
- It incorporates known concentrations of all reaction components into the analysis.
Main Results:
- The developed method determines Ncopy, representing the initial number of target DNA/RNA copies.
- Ncopy results are independent of assay, machine, and laboratory.
- This approach provides an intuitive and easily interpretable absolute quantitative outcome.
Conclusions:
- The Ncopy method offers a significant advancement in qPCR data analysis.
- It addresses the long-standing issue of bias and variability in qPCR.
- This approach facilitates direct, reliable worldwide comparisons of experimental results.

