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MR

This repository contains code and data to conduct MR analysis.

Pipeline

  • Select instruments
    • Significantly associated with exposure: P < 5 × 10E-8
    • PLINK clump: r2 > 0.01, window < 10kb
    • Exclude SNPs directly associated with outcome: P < 5 × 10E-8
    • Harmonize allele
    • RadialMR: exclude outlier pleiotropic SNPs
    • calculate F statistics and exclude SNPs with F < 10
  • MR analysis
    • Inverse variance weighted (IVW)
    • Weighted median (WM)
    • MR Egger
    • MRPRESSO
    • reverse causal effect test: MR Steiger
  • sensitivity analysis
    • pleiotropy
    • heterogeneity

Requirements

  • R_4.1.1
    • RadialMR_1.0
    • TwoSampleMR_0.5.6
    • MRPRESSO_1.0

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