Introducing the f0% method: a reliable and accurate approach for qPCR analysis

被引:5
|
作者
Gamal, Mahmoud [1 ]
Ibrahim, Marwa A. [1 ]
机构
[1] Cairo Univ, Fac Vet Med, Dept Biochem & Mol Biol, Giza 12211, Egypt
关键词
Real-time PCR; Delta C-T; PCR efficiency; Calibration curve; Performance indicators; Variation between replicates; Curve analysis; Inflection cycle; PCR;
D O I
10.1186/s12859-024-05630-y
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background qPCR is a widely used technique in scientific research as a basic tool in gene expression analysis. Classically, the quantitative endpoint of qPCR is the threshold cycle (C-T) that ignores differences in amplification efficiency among many other drawbacks. While other methods have been developed to analyze qPCR results, none has statistically proven to perform better than the C-T method. Therefore, we aimed to develop a new qPCR analysis method that overcomes the limitations of the C-T method. Our f(0)% [eff naught percent] method depends on a modified flexible sigmoid function to fit the amplification curve with a linear part to subtract the background noise. Then, the initial fluorescence is estimated and reported as a percentage of the predicted maximum fluorescence (f(0)%).Results The performance of the new f(0)% method was compared against the C-T method along with another two outstanding methods-LinRegPCR and Cy-0. The comparison regarded absolute and relative quantifications and used 20 dilution curves obtained from 7 different datasets that utilize different DNA-binding dyes. In the case of absolute quantification, f(0)% reduced CV%, variance, and absolute relative error by 1.66, 2.78, and 1.8 folds relative to C-T; and by 1.65, 2.61, and 1.71 folds relative to LinRegPCR, respectively. While, regarding relative quantification, f(0)% reduced CV% by 1.76, 1.55, and 1.25 folds and variance by 3.13, 2.31, and 1.57 folds regarding C-T, LinRegPCR, and Cy-0, respectively. Finally, f(0)% reduced the absolute relative error caused by LinRegPCR by 1.83 folds.Conclusions We recommend using the f(0)% method to analyze and report qPCR results based on its reported advantages. Finally, to simplify the usage of the f(0)% method, it was implemented in a macro-enabled Excel file with a user manual located on https://github.com/Mahmoud0Gamal/F0-perc/releases.
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页数:18
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