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Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR

Current methodology in real-time Polymerase chain reaction (PCR) analysis performs well provided PCR efficiency remains constant over reactions. Yet, small changes in efficiency can lead to large quantification errors. Particularly in biological samples, the possible presence of inhibitors forms a c...

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Autores principales: Lievens, Antoon, Van Aelst, S., Van den Bulcke, M., Goetghebeur, E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3258155/
https://www.ncbi.nlm.nih.gov/pubmed/22102586
http://dx.doi.org/10.1093/nar/gkr775
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author Lievens, Antoon
Van Aelst, S.
Van den Bulcke, M.
Goetghebeur, E.
author_facet Lievens, Antoon
Van Aelst, S.
Van den Bulcke, M.
Goetghebeur, E.
author_sort Lievens, Antoon
collection PubMed
description Current methodology in real-time Polymerase chain reaction (PCR) analysis performs well provided PCR efficiency remains constant over reactions. Yet, small changes in efficiency can lead to large quantification errors. Particularly in biological samples, the possible presence of inhibitors forms a challenge. We present a new approach to single reaction efficiency calculation, called Full Process Kinetics-PCR (FPK-PCR). It combines a kinetically more realistic model with flexible adaptation to the full range of data. By reconstructing the entire chain of cycle efficiencies, rather than restricting the focus on a ‘window of application’, one extracts additional information and loses a level of arbitrariness. The maximal efficiency estimates returned by the model are comparable in accuracy and precision to both the golden standard of serial dilution and other single reaction efficiency methods. The cycle-to-cycle changes in efficiency, as described by the FPK-PCR procedure, stay considerably closer to the data than those from other S-shaped models. The assessment of individual cycle efficiencies returns more information than other single efficiency methods. It allows in-depth interpretation of real-time PCR data and reconstruction of the fluorescence data, providing quality control. Finally, by implementing a global efficiency model, reproducibility is improved as the selection of a window of application is avoided.
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spelling pubmed-32581552012-01-17 Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR Lievens, Antoon Van Aelst, S. Van den Bulcke, M. Goetghebeur, E. Nucleic Acids Res Methods Online Current methodology in real-time Polymerase chain reaction (PCR) analysis performs well provided PCR efficiency remains constant over reactions. Yet, small changes in efficiency can lead to large quantification errors. Particularly in biological samples, the possible presence of inhibitors forms a challenge. We present a new approach to single reaction efficiency calculation, called Full Process Kinetics-PCR (FPK-PCR). It combines a kinetically more realistic model with flexible adaptation to the full range of data. By reconstructing the entire chain of cycle efficiencies, rather than restricting the focus on a ‘window of application’, one extracts additional information and loses a level of arbitrariness. The maximal efficiency estimates returned by the model are comparable in accuracy and precision to both the golden standard of serial dilution and other single reaction efficiency methods. The cycle-to-cycle changes in efficiency, as described by the FPK-PCR procedure, stay considerably closer to the data than those from other S-shaped models. The assessment of individual cycle efficiencies returns more information than other single efficiency methods. It allows in-depth interpretation of real-time PCR data and reconstruction of the fluorescence data, providing quality control. Finally, by implementing a global efficiency model, reproducibility is improved as the selection of a window of application is avoided. Oxford University Press 2012-01 2011-11-17 /pmc/articles/PMC3258155/ /pubmed/22102586 http://dx.doi.org/10.1093/nar/gkr775 Text en © The Author(s) 2011. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Lievens, Antoon
Van Aelst, S.
Van den Bulcke, M.
Goetghebeur, E.
Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR
title Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR
title_full Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR
title_fullStr Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR
title_full_unstemmed Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR
title_short Enhanced analysis of real-time PCR data by using a variable efficiency model: FPK-PCR
title_sort enhanced analysis of real-time pcr data by using a variable efficiency model: fpk-pcr
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3258155/
https://www.ncbi.nlm.nih.gov/pubmed/22102586
http://dx.doi.org/10.1093/nar/gkr775
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