4.7 Article

MR_predictor: a simulation engine for Mendelian Randomization studies

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BIOINFORMATICS
卷 30, 期 23, 页码 3432-3434

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OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/btu564

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  1. Alfred P. Sloan Foundation [BR2012-087]
  2. American Heart Association [13SDG14330006]
  3. W.W. Smith Charitable Trust [H1201]

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I present MR_predictor, a simulation engine designed to guide the development and interpretation of statistical tests of causality between phenotypes using genetic instruments. MR_predictor provides a framework to model either individual traits or complex scenarios where multiple phenotypes are correlated or dependent on each other. Crucially, MR_predictor can incorporate the effects of multiple biallelic loci (linked or unlinked) contributing genotypic variability to one or more simulated phenotypes. The software has a range of options for sample generation, and output files generated by MR_predictor port into commonly used analysis tools (e.g. PLINK, R), facilitating analyses germane for Mendelian Randomization studies. Benchmarks for speed and power calculations for summary statistic-based Mendelian Randomization analyses are presented and compared with analytical expectation.

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