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TEQC: an R package for quality control in target capture experiments.

Manuela Hummel¹, Sarah Bonnin, Ernesto Lowy

¹Core Facilities, Centre for Genomic Regulation, UPF, Barcelona, Spain. manuela.hummel@crg.es

Bioinformatics (Oxford, England)

|March 15, 2011

Summary

TEQC is an R/Bioconductor package for assessing target enrichment experiments. It provides quality measures and diagnostic plots for evaluating capture specificity, sensitivity, and read coverage uniformity.

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Area of Science:

Genomics
Bioinformatics

Background:

Target enrichment sequencing is crucial for genomic analysis.
Assessing the quality of target enrichment experiments is essential for reliable results.

Purpose of the Study:

To introduce TEQC, an R/Bioconductor package for comprehensive quality assessment of target enrichment experiments.
To provide tools for evaluating key quality metrics and visualizing data quality.

Main Methods:

Utilizes R language and Bioconductor package infrastructure.
Implements quality measures including specificity, sensitivity, coverage uniformity, and duplicate analysis.
Generates diagnostic plots for visual data quality inspection.

Main Results:

Offers a suite of quality control measures for target enrichment data.

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Facilitates the identification of potential issues in the enrichment process.

Enables detailed analysis of read coverage in relation to probe characteristics.

Conclusions:

TEQC provides a robust framework for quality assessment in target enrichment experiments.
The package aids researchers in ensuring the reliability and accuracy of their sequencing data.
TEQC is readily available for Linux, Windows, and MacOS users.