METAL is a tool for the meta-analysis of genome-wide association studies.
Documentation is available at: http://www.sph.umich.edu/csg/abecasis/Metal/
This version makes two changes:
- It implements the DerSimonian-Laird random effects model. This requires a third pass through the files, calculating tau-square and the random effects parameters, so it takes about 50% longer than the heterogeneity analysis, and three times longer than the fixed effects analysis
- The results are now all printed to 7 significant figures (previously it was only 4)
To run the random effects model it is necessary to issue the following command:
ANALYZE RANDOM
This returns
- Fixed effects:
Effect,StdErrstandard error,pvalp-value - Heterogeneity stats:
Direction,HetISqI square statistic,HetChiSqQ statistic,HetDfQ stat DF,HetPVal, p-value for heterogeneity,tausqtau squared - Additive random effects (DerSimonian-Laird estimator):
EffectARE,StdErrARE,PvalueARE - Multiplicative random effects (The Effect size for this is the same as the Fixed effects):
StdErrMRE,PvalueMRE
See the examples/GlucoseExample/metal2.txt for an example.
Note that currently there is only a compiled executable available for Linux machines
If you use this please cite using the DOI above as well as the original METAL software here https://doi.org/10.1093/bioinformatics/btq340