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Related Concept Videos

Sensitivity, Specificity, and Predicted Value01:13

Sensitivity, Specificity, and Predicted Value

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In healthcare diagnostics, laboratory tests play a crucial role in identifying and diagnosing a wide range of medical conditions. However, interpreting test results is not always straightforward. An abnormal test result does not always confirm the presence of a disease, just as a normal result does not guarantee its absence. To assess the reliability of these diagnostic tools, healthcare practitioners rely on two key statistical indicators: sensitivity and specificity.
Sensitivity is the...
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A single nucleotide polymorphism or SNP is a single nucleotide variation at a specific genomic position in a large population. It is the most prevalent type of sequence variation found in the human genome. Point mutations that occur in more than 1% of the population qualify as SNPs. These are present once every 1000 nucleotides on an average in the human genome. Replacement of a purine with another purine (A/G) or a pyrimidine with another pyrimidine (C/T) is known as a transition. In contrast,...
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Intricacies in characterizing positivity in pooled sample testing for SARS-CoV-2.

Srujana Mohanty1, Akshatha Ravindra1, Kavita Gupta1

  • 1Department of Microbiology, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India.

Journal of Medical Virology
|October 21, 2020
PubMed
Summary

Pooling samples for COVID-19 testing can miss true positives. Analyzing late amplification signals in Real-time PCR (RT-PCR) pools identified 15.5% more positive cases, improving detection accuracy.

Keywords:
COVID-19SARS-CoV-2pool testreal-time polymerase chain reaction

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Area of Science:

  • Virology
  • Molecular Diagnostics
  • Public Health

Background:

  • The COVID-19 pandemic led to reagent shortages, prompting sample pooling strategies.
  • Sample pooling in RT-PCR can introduce dilution effects, potentially affecting sensitivity.
  • Low prevalence areas benefit from pooling, but detection of low viral loads is challenging.

Purpose of the Study:

  • To investigate the detection of true positive severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) samples within pooled RT-PCR tests, particularly those showing late amplification.
  • To assess the impact of including "probable positive" pool criteria on identifying missed true positive cases.

Main Methods:

  • Real-time polymerase chain reaction (RT-PCR) was used to test pooled nasal/nasopharyngeal/throat swabs (4 samples/pool).
  • Pools identified as "probable positive" (Ct > 35, non-sigmoid curve, or late amplification) were de-convoluted for individual sample testing.
  • Comparison of results using classical positive criteria (Ct ≤ 35, sigmoid curve) versus expanded criteria.

Main Results:

  • An additional 39 true positive samples (15.5%) were identified by including "probable positive" pools with late amplification signals.
  • These positive cases would have been missed using only the classical positive criteria for pooled RT-PCR.
  • The study analyzed samples from various collection centers and hospital settings in Odisha.

Conclusions:

  • Considering "probable positive" pools with late amplification in RT-PCR is crucial for accurate COVID-19 detection.
  • This approach enhances the sensitivity of pooled testing, preventing the omission of true positive cases.
  • Optimizing pooled testing strategies is vital for managing reagent shortages during pandemics.