Suppr超能文献

使用定量聚合酶链反应进行测量的理论不确定性

Theoretical uncertainty of measurements using quantitative polymerase chain reaction.

作者信息

Peccoud J, Jacob C

机构信息

TIMC-IMAG, Institut Albert Bonniot, Faculté de médecine de Grenoble, La Tronche,

出版信息

Biophys J. 1996 Jul;71(1):101-8. doi: 10.1016/S0006-3495(96)79205-6.

Abstract

Current quantitative polymerase chain reaction (PCR) protocols are only indicative of the quantity of a target sequence relative to a standard, because no means of estimating the amplification rate is yet available. The variability of PCR performed on isolated cells has already been reported by several authors, but it could not be extensively studied, because of lack of a system for doing kinetic data acquisition and of statistical methods suitable for analyzing this type of data. We used the branching process theory to simulate and analyze quantitative kinetic PCR data. We computed the probability distribution of the offspring of a single molecule. We demonstrated that the rate of amplication has a severe influence on the shape of this distribution. For high values of the amplification rate, the distribution has several maxima of probability. A single amplification trajectory is used to estimate the initial copy number of the target sequence as well as its confidence interval, provided that the amplification is done over more than 20 cycles. The consequence of possible molecular fluctuations in the early stage of amplification is that small copy numbers result in relatively larger intervals than large initial copy numbers. The confidence interval amplitude is the theoretical uncertainty of measurements using quantitative PCR. We expect these results to be applicable to the data produced by the next generation of thermocyclers for quantitative applications.

摘要

目前的定量聚合酶链反应(PCR)方案仅能表明目标序列相对于标准的数量,因为尚无估计扩增率的方法。几位作者已经报道了对分离细胞进行PCR的变异性,但由于缺乏进行动力学数据采集的系统以及适合分析此类数据的统计方法,无法对其进行广泛研究。我们使用分支过程理论来模拟和分析定量动力学PCR数据。我们计算了单个分子后代的概率分布。我们证明扩增率对该分布的形状有严重影响。对于高扩增率值,分布有几个概率最大值。只要扩增超过20个循环,单个扩增轨迹就可用于估计目标序列的初始拷贝数及其置信区间。扩增早期可能的分子波动的结果是,小拷贝数导致的区间相对大于大的初始拷贝数。置信区间幅度是使用定量PCR测量的理论不确定性。我们期望这些结果适用于下一代用于定量应用的热循环仪产生的数据。

相似文献

1
Theoretical uncertainty of measurements using quantitative polymerase chain reaction.
Biophys J. 1996 Jul;71(1):101-8. doi: 10.1016/S0006-3495(96)79205-6.
3
A Bayesian hierarchical model for quantitative real-time PCR data.
Stat Appl Genet Mol Biol. 2010;9:Article 3. doi: 10.2202/1544-6115.1427. Epub 2010 Jan 6.
4
[Quantitative PCR in the diagnosis of Leishmania].
Parassitologia. 2004 Jun;46(1-2):163-7.
5
Estimation of the reaction efficiency in polymerase chain reaction.
J Theor Biol. 2006 Oct 21;242(4):947-53. doi: 10.1016/j.jtbi.2006.06.001. Epub 2006 Jun 9.
6
A stochastic model of the processes in PCR based amplification of STR DNA in forensic applications.
Forensic Sci Int Genet. 2012 Jan;6(1):17-25. doi: 10.1016/j.fsigen.2011.01.003. Epub 2011 Feb 4.
7
Statistical inference for quantitative polymerase chain reaction using a hidden markov model: a Bayesian approach.
Stat Appl Genet Mol Biol. 2007;6:Article10. doi: 10.2202/1544-6115.1253. Epub 2007 Mar 19.
8
A graphical simulation model of the entire DNA process associated with the analysis of short tandem repeat loci.
Nucleic Acids Res. 2005 Jan 28;33(2):632-43. doi: 10.1093/nar/gki205. Print 2005.
9
Quantitative PCR with internal controls.
Comput Appl Biosci. 1992 Feb;8(1):65-70. doi: 10.1093/bioinformatics/8.1.65.
10
Uncertainties in personal dosimetry for external radiation: a Monte Carlo approach.
Radiat Prot Dosimetry. 2006;121(1):31-9. doi: 10.1093/rpd/ncl153. Epub 2006 Oct 18.

引用本文的文献

1
Effect of Corticosterone on Gene Expression in the Context of Global Hippocampal Transcription.
Int J Mol Sci. 2025 May 21;26(10):4889. doi: 10.3390/ijms26104889.
2
Internal validation of the GA118-24B Genetic Analyzer, a stable capillary electrophoresis system for forensic DNA identification.
Int J Legal Med. 2024 Mar;138(2):361-373. doi: 10.1007/s00414-023-03106-x. Epub 2023 Oct 16.
3
Reducing Bias and Quantifying Uncertainty in Fluorescence Produced by PCR.
Bull Math Biol. 2023 Aug 14;85(9):83. doi: 10.1007/s11538-023-01182-z.
5
A Diagnostic Device for In-Situ Detection of Swine Viral Diseases: The SWINOSTICS Project.
Sensors (Basel). 2019 Jan 20;19(2):407. doi: 10.3390/s19020407.
6
Development of the MitoQ assay as a real-time quantification of mitochondrial DNA in degraded samples.
Int J Legal Med. 2019 Mar;133(2):411-417. doi: 10.1007/s00414-018-1956-8. Epub 2018 Oct 24.
7
Combined use of eDNA metabarcoding and video surveillance for the assessment of fish biodiversity.
Conserv Biol. 2019 Feb;33(1):196-205. doi: 10.1111/cobi.13183. Epub 2018 Sep 12.
10
How good is a PCR efficiency estimate: Recommendations for precise and robust qPCR efficiency assessments.
Biomol Detect Quantif. 2015 Mar 11;3:9-16. doi: 10.1016/j.bdq.2015.01.005. eCollection 2015 Mar.

本文引用的文献

1
HIV-1 plasma viraemia quantification: a non-culture measurement needed for therapeutic trials.
J Virol Methods. 1993 Feb;41(2):167-79. doi: 10.1016/0166-0934(93)90124-a.
4
Quantitative PCR.
Nature. 1993 Dec 2;366(6454):416. doi: 10.1038/366416b0.
5
Quantitative PCR: theoretical considerations with practical implications.
Anal Biochem. 1993 Nov 1;214(2):582-5. doi: 10.1006/abio.1993.1542.
6
High levels of HIV-1 in plasma during all stages of infection determined by competitive PCR.
Science. 1993 Mar 19;259(5102):1749-54. doi: 10.1126/science.8096089.
7
8
Comments on quantitative PCR.
Eur Cytokine Netw. 1994 Jan-Feb;5(1):57; discussion 59-60.
9
Kinetic PCR analysis: real-time monitoring of DNA amplification reactions.
Biotechnology (N Y). 1993 Sep;11(9):1026-30. doi: 10.1038/nbt0993-1026.
10
In situ isolation of mRNA from individual plant cells: creation of cell-specific cDNA libraries.
Proc Natl Acad Sci U S A. 1995 Apr 25;92(9):3814-8. doi: 10.1073/pnas.92.9.3814.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验