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biobank_genomics's Introduction

Pre-processing of genomic data from the UK Biobank

alt text

Software requirement

This pre-processing procedure requires:

  • QCTOOL, version 1.0
  • GTOOL, version 1.0
  • PLINK, version 2.00
  • Python, version 3.7.4

Setup and workflow

Before starting the pre-processing procedure, the script paths_and_parameters.sh should be modified to add information about :

  • paths:
    • main project directory: prj_dir
    • QCTOOL software: oxford_dir
    • GTOOL software: oxford_dir2
    • PLINK software: plink_dir
    • genotype data: geno_dir
    • imputed data: imp_dir
    • output data: out_dir
  • parameters:
    • list of chromosomes: CHR_LIST
    • SNP call rate: SNP_CALLRATE
    • SNP minor allele frequency: SNP_MAF
    • sample call rate: SAMPLE_CALLRATE
    • window size for linkage disequilibrium analysis: LD_WINDOWSIZE
    • step size for linkage disequilibrium analysis: LD_STEPSIZE
    • coefficient of correlation squared for linkage disequilibrium analysis: LD_R2
    • threshold for Hardy-Weinberg equilibrium analysis: HWE

Pre-processing can be performed by running the script main_script as follows :

bash ./code/main_script.sh

It will successively call the scripts for the different steps, which can be found under ./code/steps_code. Below is a description of each step:

alt text

Output examples for each steps can be found under ./code/README.md

External resources

Contact

This repository is maintained by:

Data acquisition and analyses in the present study were conducted under UK Biobank Application #14762.

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