Additionally, an advantage of our study is that bioinformatics was applied, which confirms that PPA1 expression is significantly higher in many tumor types, especially in lung cancer and ovarian cancer, and can regulate apoptosis and proliferation through TP53. Here, PPA1 is linked to lung cancer.