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Create workflow specs for QC of genotype array data #3

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ngaddis opened this issue Feb 24, 2020 · 0 comments
Open

Create workflow specs for QC of genotype array data #3

ngaddis opened this issue Feb 24, 2020 · 0 comments
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@ngaddis
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ngaddis commented Feb 24, 2020

Overview of process:

  • Starting point: PLINK format, PLUS strand GRCh37
  • Convert variants to IMPUTE2 ID format
  • Remove duplicate IDs (based on call rate)
  • Flag individuals missing chrX or other chromosome
  • Remove phenotype info in FAM file
  • Format phenotype data to standard format
  • Structure workflow (Create workflow specs for STRUCTURE (QC sub-workflow) #4)
  • Partition data by ancestry
  • Call rate filter
  • HWE filter
  • Subject call rate filter (based on autosomes)
  • Relatedness workflow (Create workflow specs for relatedness filtering (QC sub-workflow) #5)
  • Remove samples based on relatedness
  • Sex check and sample removal
  • Excessive homozygosity filtering
  • Set het haploids to missing
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