In summary, through WGCNA and differential gene expression analysis, our study generated the significant genes, ASPM, CDCA8, CENP5, CEP55, and PLK1 that may be biomarkers and has potential for treatment in HIV‐infected lung cancer. Here, PLK1 is linked to lung carcinoma.