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Recent proteomic studies have identified proteins related to specific phenotypes.In addition to marginal association analysis for individual proteins, analyzing pathways (functionally related sets of proteins) may yield additional valuable insights.Identifying pathways that differ between phenotypes can be conceptualized as a multivariate hypothesis testing problem: whether the mean vector μ of ap-dimensional random vector X isμ0.