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Published on: June 23, 2012
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VarAFT: a variant annotation and filtration system for human next generation sequencing data
Jean-Pierre Desvignes1, Marc Bartoli1, Valérie Delague1
1Aix Marseille Univ, INSERM, MMG, 13005, Marseille, France.
Nucleic Acids Research
|June 4, 2018
Summary
Next-generation sequencing (NGS) has revolutionized genetic diagnosis, but data analysis remains a challenge. VarAFT software annotates and identifies disease-causing mutations efficiently for both research and clinical use.
Area of Science:
- Genomics
- Bioinformatics
- Medical Genetics
Background:
- High-throughput sequencing technologies, such as next-generation sequencing (NGS), have transformed gene discovery and diagnosis.
- The transition from research to clinical practice has been rapid, with whole-genome sequencing becoming increasingly common.
- The primary limitation in genomic analysis has shifted from sequencing capabilities to the complex challenge of data analysis.
Purpose of the Study:
- To develop a software tool, VarAFT, for efficient annotation and identification of human disease-causing mutations.
- To provide a user-friendly solution for researchers and clinicians, irrespective of their bioinformatics expertise.
- To integrate diverse data layers for accurate pinpointing of pathogenic variants.
Main Methods:
- Development of VarAFT software for variant annotation and filtration.
- Integration of multiple data sources including dbNSFP, OMIM, HPO, Gene Ontology, pathways, UMD-Predictor, and Human Splicing Finder.
- Application of VarAFT to analyze data from multiple samples for various inheritance modes, cancers, and population genetics.
Main Results:
- VarAFT enables rapid and efficient identification of disease-causing mutations from large datasets.
- The software combines classical annotations with unique disease, phenotypic, gene, and variation-level data.
- Optimized filtration parameters can be stored and reused for large-scale analyses.
Conclusions:
- VarAFT addresses the critical challenge of analyzing vast amounts of genomic data generated by NGS.
- The software facilitates the identification of pathogenic mutations in both research and clinical settings.
- VarAFT is a freely accessible tool designed to empower scientists in genetic diagnosis and discovery.
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