In conclusion, our study identified multiple important genes, including CDK1 and HSP90AA1 which showed differential expression in non-small cell lung cancer patients compared to control through DEG analysis and network building. The gene discussed is HSP90AA1; the disease is non-small cell lung carcinoma.