This study also demonstrated a positive association between increased HMGA2 protein levels and the progression of bladder cancer stage, grade, and muscle invasion, findings that align with the results of Yang et al. (2011) [19] and Ding et al. (2014) [20]. Here, HMGA2 is linked to urinary bladder cancer.