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ALFA: annotation landscape for aligned reads.

Mathieu Bahin1, Benoit F Noël1,2, Valentine Murigneux3

  • 1Computational Biology and Bioinformatics group,, Institut de biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, PSL University, 75005, Paris, France.

BMC Genomics
|March 30, 2019
PubMed
Summary
This summary is machine-generated.

ALFA is a universal tool for post-mapping quality control in Next-Generation Sequencing (NGS) functional genomics studies. It provides a comprehensive overview of aligned reads across various species and experiment types.

Keywords:
NGSPost mappingQuality controlToolUniversal

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Area of Science:

  • Genomics
  • Bioinformatics

Background:

  • Next-Generation Sequencing (NGS) has revolutionized functional genomics.
  • Standard NGS analysis involves read quality control and genome mapping.
  • Post-mapping quality control tools are limited in scope and applicability.

Purpose of the Study:

  • To introduce ALFA, a universal tool for post-mapping quality control in NGS data analysis.
  • To provide a simple, broadly applicable framework for analyzing aligned NGS reads.
  • To facilitate a global overview of NGS data using genomic annotations.

Main Methods:

  • ALFA processes aligned NGS datasets for any organism with available genomic annotations.
  • The tool computes and displays read distribution by genomic categories (exon, intron, UTR) and biotypes (protein-coding, miRNA).
  • ALFA operates via a single command-line interface with nucleotide precision.

Main Results:

  • ALFA demonstrates versatility across diverse NGS applications including Ribo-Seq, RNA-Seq, CLIP-Seq, Bisulfite sequencing, and ChIP-Seq.
  • Applications were shown on multiple model organisms: Homo sapiens, Mus musculus, Saccharomyces cerevisiae, Arabidopsis thaliana, and Caenorhabditis elegans.
  • The tool provides detailed read distribution analysis for quality assessment.

Conclusions:

  • ALFA offers a powerful and widely applicable solution for post-mapping quality control in NGS.
  • It generates a global overview of NGS data, enhancing interpretation through common or dedicated annotations.
  • ALFA is accessible as an easy-to-install command-line tool and via the Galaxy Tool Shed.