AARS2 and colon adenocarcinoma: All statistical analyses were performed in R, with a significance threshold of p < 0.05.<h4>Results</h4>Integrative multi-omics analyses identified AARS2 as significantly upregulated in COAD and multiple malignancies, with elevated expression correlating with adverse clinical outcomes.