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Mutations in Microorganisms01:18

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Mutations are changes in the sequence of DNA. These changes can occur spontaneously or they can be induced by exposure to environmental factors. Mutations can be characterized in a number of different ways: whether and how they alter the amino acid sequence of the protein, whether they occur over a small or large area of DNA, and whether they occur in somatic cells or germline cells.
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GARCOM: A user-friendly R package for genetic mutation counts.

Sanjeev Sariya1,2, Giuseppe Tosto1,2,3

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Summary
This summary is machine-generated.

Next-generation sequencing (NGS) analysis of rare variants is enhanced by GARCOM. This R package simplifies obtaining allelic counts within genes and regions, aiding genetic studies.

Keywords:
VCFallelegeneticsmutationplink

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Area of Science:

  • Genomics
  • Bioinformatics
  • Computational Biology

Background:

  • Next-generation sequencing (NGS) facilitates the study of rare and uncommon genetic variants in large populations.
  • Variant collapsing strategies are commonly used to analyze low-frequency variants or those with small effect sizes by grouping them within genes or genomic regions.
  • Existing bioinformatics tools often lack straightforward functionalities for basic tasks like calculating allelic counts within specific gene or region boundaries, necessitating complex custom coding.

Purpose of the Study:

  • To introduce GARCOM (Gene And Region Count Of Mutations), a novel open-source R package.
  • To provide a user-friendly tool for calculating allelic counts within defined genomic regions and genes from NGS data.
  • To simplify a fundamental step in variant analysis, particularly for strategies involving variant collapsing.

Main Methods:

  • Development of GARCOM as an R package.
  • Implementation of functionalities to process genetic data from PLINK or VCF file formats.
  • Inclusion of options for data subsetting to enable refined analyses within specific genes or regions.

Main Results:

  • GARCOM successfully generates a matrix of allelic counts per sample for specified genes or genomic regions.
  • The package provides a simplified alternative to complex coding for obtaining essential variant count data.
  • Input data flexibility is supported through PLINK and VCF formats, with options for targeted analysis.

Conclusions:

  • GARCOM addresses a critical gap in bioinformatics tools by offering an accessible method for calculating gene and region-specific allelic counts.
  • This tool is expected to streamline variant analysis workflows, particularly for researchers utilizing variant collapsing strategies in large-scale genetic studies.
  • The open-source nature and ease of use of GARCOM promote its adoption in genetic research and bioinformatics.