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Description
  • Quantitative qPCR is method for the accurate quantification of nucleic acids. Yet it may generate erroneous results if the amplification process is obscured by inhibition or generation of aberrant side-product. Herein we present a statistical approach based on multivariate analysis of the amplification response data generated in qPCR. The amplification trajectory in its most dynamic phase is fitted with a suitable model. Two parameters of this model, related to amplification efficiency, are then used for calculation of the Z-score statistics. Each studied sample is compared to a predefined reference set of reactions. A probabilistic decision for each individual Z-score is then used to identify the majority of inhibited reactions in our experiments. We demonstrate improved identification performance using the multivariate approach Finally we stress that the performance of the amplification kompatibility test as a quality control procedure depends on the quality of the reference set
  • Quantitative qPCR is method for the accurate quantification of nucleic acids. Yet it may generate erroneous results if the amplification process is obscured by inhibition or generation of aberrant side-product. Herein we present a statistical approach based on multivariate analysis of the amplification response data generated in qPCR. The amplification trajectory in its most dynamic phase is fitted with a suitable model. Two parameters of this model, related to amplification efficiency, are then used for calculation of the Z-score statistics. Each studied sample is compared to a predefined reference set of reactions. A probabilistic decision for each individual Z-score is then used to identify the majority of inhibited reactions in our experiments. We demonstrate improved identification performance using the multivariate approach Finally we stress that the performance of the amplification kompatibility test as a quality control procedure depends on the quality of the reference set (en)
Title
  • Quality control for quantitative PCR based on amplification compatibility test
  • Quality control for quantitative PCR based on amplification compatibility test (en)
skos:prefLabel
  • Quality control for quantitative PCR based on amplification compatibility test
  • Quality control for quantitative PCR based on amplification compatibility test (en)
skos:notation
  • RIV/86652036:_____/10:00351162!RIV11-AV0-86652036
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(IAA500520809), P(IAA500970904), Z(AV0Z50520701)
http://linked.open...iv/cisloPeriodika
  • 4
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 283584
http://linked.open...ai/riv/idVysledku
  • RIV/86652036:_____/10:00351162
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Quantitative PCR; Quality control; Amplification efficiency (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [273212DA5C65]
http://linked.open...i/riv/nazevZdroje
  • Methods
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 50
http://linked.open...iv/tvurceVysledku
  • Kubista, Mikael
  • Pecen, Ladislav
  • Pfaffl, M. W.
  • Tichopád, Aleš
  • Bar, T.
  • Kitchen, R. R.
http://linked.open...ain/vavai/riv/wos
  • 000276262100015
http://linked.open...n/vavai/riv/zamer
issn
  • 1046-2023
number of pages
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