Previous studies have identified genes such as lncRNA AGAP2-AS1 and mRNA CNTNAP1, which influence M2 macrophage polarization37,38, subsequently impacting the tumor microenvironment and progression. The gene discussed is CNTNAP1; the disease is neoplasm.