Reporting Correct p Values in VEGAS Analyses

Twin Res Hum Genet. 2017 Jun;20(3):257-259. doi: 10.1017/thg.2017.16. Epub 2017 Mar 27.

Abstract

VEGAS (versatile gene-based association study) is a popular methodological framework to perform gene-based tests based on summary statistics from single-variant analyses. The approach incorporates linkage disequilibrium information from reference panels to account for the correlation of test statistics. The gene-based test can utilize three different types of tests. In 2015, the improved framework VEGAS2, using more detailed reference panels, was published. Both versions provide user-friendly web- and offline-based tools for the analysis. However, the implementation of the popular top-percentage test is erroneous in both versions. The p values provided by VEGAS2 are deflated/anti-conservative. Based on real data examples, we demonstrate that this can increase substantially the rate of false-positive findings and can lead to inconsistencies between different test options. We also provide code that allows the user of VEGAS to compute correct p values.

Keywords: p values; VEGAS; VEGAS2; gene-based test.

MeSH terms

  • Data Interpretation, Statistical
  • Genetic Association Studies / statistics & numerical data*
  • Humans
  • Linkage Disequilibrium / genetics*
  • Polymorphism, Single Nucleotide / genetics*