1. Fundamentals of Counting Statistics in Digital PCR: I Just Measured Two Target Copies–What Does It Mean?
- Author
-
Svilen Tzonev
- Subjects
0301 basic medicine ,Detection limit ,Computer science ,Context (language use) ,computer.software_genre ,Blank ,03 medical and health sciences ,030104 developmental biology ,Test performance ,Digital polymerase chain reaction ,Limit (mathematics) ,Data mining ,Sensitivity (control systems) ,computer ,Reliability (statistics) - 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.
- Published
- 2018
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