Conclusively, CCL19 and CCL21 may also function in synergistic effects on biological processes among the IIE region in the spatial architecture of HCC due to their similarity in spatial expression patterns and interactive approaches, which was reliably confirmed by previous ST data as well. The gene discussed is CCL21; the disease is hepatocellular carcinoma.