This study aims to investigate the interrelationships between high-risk HPV infection, p53 genotypes, and routine blood parameters in the development of cervical cancer, identify factors associated with its onset, and develop an effective nomogram predictive model to support clinical decision-making. The gene discussed is TP53; the disease is cervical cancer.