GWAS Testing

Click on a button corresponding to a genome-wide association studies (GWAS) process. Refer to the table below and the Comparison of Association Testing Processes for guidance.

Process

Choose this process for...

Case-Control Association

Quickly and easily performing association mapping of a binary trait (with two generic levels case and control) using a chi-square test on genetic marker data

PCA for Population Stratification

Exploring and revealing population structure based on SNP genotypes for a sample; or, adjusting for population stratification or allele frequency variation due to ancestral differences in association tests

SNP-Trait Association

Testing association between various types of traits and individual SNPs, in a modeling framework allowing fixed and random effect adjustment, in large whole genomes or other very large data sets

Tip: For studies involving multi-allelic markers, use Marker-Trait Association. Where SNP genotypes are imputed, use Process Description. For complex survey designs, choose Survey SNP-Trait Association.

Process Description

Testing association between various types of traits and individual SNPs, taking into account the uncertainty of SNP genotype imputation

Note: Unlike other genetic association processes, this process requires a stacked input data set.

Survey SNP-Trait Association

Testing association between various types of traits and SNP genotypes or alleles from a single SNP at a time, taking into account complex survey designs

Quantitative TDT

Performing association analysis of family data, using one or more quantitative transmission disequilibrium tests, to map binary and quantitative traits

TDT

Performing association analysis of family data, using one or more family association tests, to map binary traits, and to facilitate the analysis of X-linked markers

GWAS Meta-Analysis

Performing a meta-analysis of genome-wide association studies by combining p-values or effects for a SNP from multiple studies and calculating a combined p-value

See Other Association Testing for additional association testing processes.

See Genetics for other subcategories.