Multi-omics landscapes across the gastritis-to-carcinoma sequence: Stage-specific molecular evolution and microenvironmental remodeling

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, in disease progression. Integration of these multi-layered datasets can generate mechanistic hypotheses and candidate biomarkers, but most findings require independent validation before clinical implementation. Overall, multi-omics approaches provide valuable insights into gastric carcinogenesis while highlighting the need for cautious interpretation and translational validation.