Causal analysis in OmicsAnalyst 2.0 refers to statistical approaches that assess potential mechanistic relationships rather than simple associations. The platform includes mediation analysis and interaction-based linear modeling to evaluate whether omics layers mediate effects between predictors and outcomes or whether associations are condition-dependent.