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. This evidence concerns the gene PLK1 and lung cancer.