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10.1007/s00216-020-02930-z

http://scihub22266oqcxt.onion/10.1007/s00216-020-02930-z
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32951064!7502157!32951064
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suck abstract from ncbi

pmid32951064      Anal+Bioanal+Chem 2020 ; 412 (28): 7977-7988
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  • Affine analysis for quantitative PCR measurements #MMPMID32951064
  • Patrone PN; Romsos EL; Cleveland MH; Vallone PM; Kearsley AJ
  • Anal Bioanal Chem 2020[Nov]; 412 (28): 7977-7988 PMID32951064show ga
  • Motivated by the current COVID-19 health crisis, we consider data analysis for quantitative polymerase chain-reaction (qPCR) measurements. We derive a theoretical result specifying the conditions under which all qPCR amplification curves (including their plateau phases) are identical up to an affine transformation, i.e. a multiplicative factor and horizontal shift. We use this result to develop a data analysis procedure for determining when an amplification curve exhibits characteristics of a true signal. The main idea behind this approach is to invoke a criterion based on constrained optimization that assesses when a measurement signal can be mapped to a master reference curve. We demonstrate that this approach: (i) can decrease the fluorescence detection threshold by up to a decade; and (ii) simultaneously improve confidence in interpretations of late-cycle amplification curves. Moreover, we demonstrate that the master curve is transferable reference data that can harmonize analyses between different labs and across several years. Application to reverse-transcriptase qPCR measurements of a SARS-CoV-2 RNA construct points to the usefulness of this approach for improving confidence and reducing limits of detection in diagnostic testing of emerging diseases. Graphical Abstract Left: a collection of qPCR amplification curves. Right: Example of data collapse after affine transformation.
  • |*Algorithms[MESH]
  • |Betacoronavirus/*genetics/isolation & purification[MESH]
  • |COVID-19[MESH]
  • |Coronavirus Infections/diagnosis/*virology[MESH]
  • |Humans[MESH]
  • |Pandemics[MESH]
  • |Pneumonia, Viral/diagnosis/*virology[MESH]
  • |RNA, Viral/analysis/*genetics[MESH]
  • |Real-Time Polymerase Chain Reaction/methods[MESH]
  • |Reverse Transcriptase Polymerase Chain Reaction/*methods[MESH]


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