Permits association analysis using multiple traits and a single marker for unrelated individuals. USAT combines the MANOVA and the small subunit (SSU) approach to maximize power. It can compute p-values using a very fast one-dimensional numerical integration, which makes implementation on genome wide association study (GWAS) data easily. The tool shows good performance to detect pleiotropy. It requires complete phenotype data to proceed.