OmicsAnalyst 2.0 introduces a unified workflow that tightly integrates statistical analysis, knowledge-based network interpretation, and causal inference. New features include support for feature list uploads, embedded mediation analysis, interaction-based linear modeling, expanded multi-omics integration methods, and seamless transitions between statistical results and biological network exploration.