Extensive research has explored the importance of RRM2 and its impact on liver cancer, as well as other cancer types by the regulation and modification of proteins, making it a vital component for tumor progression and a potential biomarker for certain cancer [13]. The gene discussed is RRM2; the disease is liver cancer.