Literature DB >> 29717436

Fundamentals of Counting Statistics in Digital PCR: I Just Measured Two Target Copies-What Does It Mean?

Svilen Tzonev1.   

Abstract

Current commercially available digital PCR (dPCR) systems and assays are capable of detecting individual target molecules with considerable reliability. As tests are developed and validated for use on clinical samples, the need to understand and develop robust statistical analysis routines increases. This chapter covers the fundamental processes and limitations of detecting and reporting on single molecule detection. We cover the basics of quantification of targets and sources of imprecision. We describe the basic test concepts: sensitivity, specificity, limit of blank, limit of detection, and limit of quantification in the context of dPCR. We provide basic guidelines how to determine those, how to choose and interpret the operating point, and what factors may influence overall test performance in practice.

Entities:  

Keywords:  Counting; False negative; False positive; Limit of blank; Limit of detection; Performance characteristics; Poisson distribution; Sensitivity; Specificity; Statistics; Subsampling

Mesh:

Year:  2018        PMID: 29717436     DOI: 10.1007/978-1-4939-7778-9_3

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  4 in total

1.  Longitudinal Dynamics of Intact HIV Proviral DNA and Outgrowth Virus Frequencies in a Cohort of Individuals Receiving Antiretroviral Therapy.

Authors:  Shane D Falcinelli; Kayla W Kilpatrick; Jenna Read; Ross Murtagh; Brigitte Allard; Simon Ghofrani; Jennifer Kirchherr; Katherine S James; Erin Stuelke; Caroline Baker; JoAnn D Kuruc; Joseph J Eron; Michael G Hudgens; Cynthia L Gay; David M Margolis; Nancie M Archin
Journal:  J Infect Dis       Date:  2021-07-02       Impact factor: 5.226

Review 2.  Precision Medicine in Low- and Middle-Income Countries.

Authors:  Jerald P Radich; Edward Briercheck; Daniel T Chiu; Manoj P Menon; Olga Sala Torra; Cecilia C S Yeung; Edus H Warren
Journal:  Annu Rev Pathol       Date:  2022-01-24       Impact factor: 32.350

3.  Accuracy of real-time PCR and digital PCR for the monitoring of total HIV DNA under prolonged antiretroviral therapy.

Authors:  Constance Renault; Karine Bolloré; Amandine Pisoni; Camille Motto-Ros; Philippe Van de Perre; Jacques Reynes; Edouard Tuaillon
Journal:  Sci Rep       Date:  2022-06-04       Impact factor: 4.996

4.  Performance characteristics of the first Food and Drug Administration (FDA)-cleared digital droplet PCR (ddPCR) assay for BCR::ABL1 monitoring in chronic myelogenous leukemia.

Authors:  Dawne N Shelton; Prasanthi Bhagavatula; Nathan Sepulveda; Lan Beppu; Shital Gandhi; Dahui Qin; Scott Hauenstein; Jerald Radich
Journal:  PLoS One       Date:  2022-03-17       Impact factor: 3.240

  4 in total

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