Table I.
Contribution | Phenotype | Replicates | External information | Statistical methods | Knowledge of the simulation model |
---|---|---|---|---|---|
Chen [2011] | Q1, Q2 | All | Predicted functions of SNPs: synonymous/nonsynonymous | Bayesian hierarchical model | Yes |
Fan et al. [2011] | Q1, Q2, Affected, dichotomized Q1 and Q2 | All | Predicted functions of SNPs: synonymous/nonsynonymous; VEGF pathway | Combined multivariate and collapsing, weighted sum, replication-based method | Yes |
Massanet-Villa [personal communication, 2010] | Affected | 1 | Protein interactions | Hypergeometric distribution | No |
Ngwa et al. [2011] | Q1, Q4 | All | Gene sets: MSigDB, canonical pathways in IPA | Linear regression-based association test, GSEA, empirical enrichment, Fisher’s exact test | Yes |
Turkmen and Lin [2011] | Q1, Q2 | All | SNPs within a gene | Gene-based partial least-squares method | Yes |
Wei et al. [2011] | Affected | 1 | Predicted functions of SNPs: synonymous/nonsynonymous, PolyPhen-2, SIFT | Variable threshold association test, normal mixture model | No |
Yip et al. [2011]a | Q1 | All | SNPs within a gene | Nonparametric linkage analysis, modified FBAT | Yes |
Zhou [personal communication, 2010] | Q1, Q2 | All | SNPs within a gene | LASSO regression with gene-specific L2 norm penalties | Yes |
Family-based data were used.