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A ToolKit to perform gene-based association studies using VEGAS or MAGMA

Home Page: https://swvanderlaan.github.io/GBASToolKit/.

License: MIT License

Shell 43.19% R 42.56% Perl 9.87% Python 4.38%
vegas2 magma gene-based gwas

gbastoolkit's Introduction

Hi there ๐Ÿ‘‹

โœจ I am a biologist turned geneticist and bioinformatician interested in medical problems with a passion for โœจ OpenScience โœจ

๐Ÿ”ญ My research interest is focused on the genetic causes of atherosclerosis underlying cardiovascular diseases. With my work I ultimately aim to move from genetic loci identified in large-scale genome-wide association studies to novel therapeutic targets and (surrogate) biomarkers for atherosclerotic diseases through extensive in silico, and in vitro modelling.

๐Ÿ‘ฏ Iโ€™m always happy to collaborate on any subject mixing cardiovascular diseases with genetics.

๐Ÿ’ฌ Ask me anything about James Bond.

๐Ÿ“ซ Follow me @swvanderlaan.

โšก Fun fact: I once dyed my hair blond and worked at a start-up biotech ...

Copyright since 1979 | Sander W. van der Laan | vanderlaanand.science.

gbastoolkit's People

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Forkers

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gbastoolkit's Issues

GBASToolKit: add in VEGAS2 GSEA

Add in VEGAS2 based pathway enrichment analysis ๐Ÿšง

Legend

โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
๐Ÿ”ถ next version, high priority
๐Ÿ”ท next version, low priority

Reference: resource creator

Add in download and parsing script for reference to enable per-chromosome analyses ๐Ÿ”ท

Legend
โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
๐Ÿ”ถ next version, high priority
๐Ÿ”ท next version, low priority

Reference: add in legacy HapMap2 (VEGAS2 only)

Add in HapMap2 as reference (VEGAS2 only) ๐Ÿ”ท

Legend

โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
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๐Ÿ”ท next version, low priority

Installation: dependency check

Add script to check for dependencies ๐Ÿ”ถ

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โ˜‘๏ธ implemented
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๐Ÿšง working on it
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Resource: resource creator for non-genes

Extent resource script with download of functional elements, to facilitate the analysis of transcription binding sites, or active enhancers, etc. ๐Ÿ”ถ

Legend

โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
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๐Ÿ”ท next version, low priority

Plotting: Manhattan plotting

Add (option) to plot results in a Manhattan ๐Ÿ”ถ

Legend

โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
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๐Ÿ”ท next version, low priority

Plotting: add gene-names to Manhattan

Add gene-names based on a threshold to Manhattan ๐Ÿ”ท

Legend

โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
๐Ÿ”ถ next version, high priority
๐Ÿ”ท next version, low priority

Plotting: regional association plotting

Add option to plot regional plots of significant genes ๐Ÿ”ท

Legend

โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
๐Ÿ”ถ next version, high priority
๐Ÿ”ท next version, low priority

All issues

Things to do for future versions

โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
๐Ÿ”ถ next version, high priority
๐Ÿ”ท next version, low priority

Scripts

  • add script to check for dependencies ๐Ÿ”ถ
  • workflows for installing PLINK2, VEGAS2 and MAGMA properly ๐Ÿ”ท
  • add in HapMap2 as reference (VEGAS2 only) ๐Ÿ”ท
  • add in download and parsing script for reference to enable per-chromosome analyses ๐Ÿ”ท
  • add in VEGAS2 based pathway enrichment analysis ๐Ÿšง
  • extent resource script with download of functional elements, to facilitate the analysis of transcription binding sites, or active enhancers, etc. ๐Ÿ”ถ

Plotting

  • add (option) to plot results in a Manhattan ๐Ÿ”ถ
  • add (option) to plot results in a QQ-plot ๐Ÿ”ถ
  • add gene-names based on a threshold to Manhattan ๐Ÿ”ท
  • add option to plot regional plots of significant genes ๐Ÿ”ท

Plotting: QQ-plot

Add (option) to plot results in a QQ-plot ๐Ÿ”ถ

Legend

โ˜‘๏ธ implemented
โŒ skipped
๐Ÿšง working on it
๐Ÿ”ถ next version, high priority
๐Ÿ”ท next version, low priority

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