Here, we reported <i>ALK</i> fusions involving related partner genes in two adult soft tissue tumors with S100 and CD34 co-expression, and conducted a literature review of mesenchymal tumors harboring <i>ALK</i> or other kinase fusions. Here, ALK is linked to soft tissue neoplasm.