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Related Concept Videos

Next-generation Sequencing03:00

Next-generation Sequencing

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The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features....
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Related Experiment Video

Updated: Mar 11, 2026

Integration of Wet and Dry Bench Processes Optimizes Targeted Next-generation Sequencing of Low-quality and Low-quantity Tumor Biopsies
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In Silico Proficiency Testing for Clinical Next-Generation Sequencing.

Eric J Duncavage1, Haley J Abel2, John D Pfeifer1

  • 1Department of Pathology, Washington University School of Medicine, St. Louis, Missouri.

The Journal of Molecular Diagnostics : JMD
|November 19, 2016
PubMed
Summary
This summary is machine-generated.

Quality assurance for clinical next-generation sequencing (NGS) is challenging. In silico proficiency testing (PT) offers a flexible, cost-effective alternative to traditional methods-based PT for evaluating bioinformatics in NGS assays.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Clinical Diagnostics

Background:

  • Clinical next-generation sequencing (NGS) assays require robust quality assurance.
  • Increasing complexity and variant detection range of NGS assays challenge traditional proficiency testing (PT).
  • Current methods-based PTs, using engineered DNA, are limited by the number and types of mutations that can be physically introduced.

Purpose of the Study:

  • To review the evolving use of in silico proficiency testing (PT) as an alternative to traditional methods-based PT for clinical NGS assays.
  • To highlight the advantages of in silico PT in oncology and its broader applicability.

Main Methods:

  • In silico PT evaluates the bioinformatics component of NGS assays using simulated or actual sequencing data.
  • Data sets are used to test alignment, variant detection, and annotation steps.
  • This approach contrasts with methods-based PTs that rely on physical samples with engineered mutations.

Main Results:

  • In silico PT allows for the evaluation of numerous mutations across various variant classes.
  • Advantages include greater flexibility in tested variants and the ability to design laboratory-specific challenges.
  • In silico PT offers a more cost-effective solution compared to traditional methods-based PT.

Conclusions:

  • In silico PT is a viable and advantageous alternative to traditional methods-based PT for NGS quality assurance.
  • The approach is particularly relevant in oncology applications and has broader potential.
  • In silico PT enhances the evaluation of the bioinformatics pipeline in clinical sequencing assays.