PDHA1 and neoplasm: Furthermore, by using ST, the study demonstrated significant overexpression of metabolism-related genes (e.g., HK2, PDHA1, and CS) in tumor regions, further supporting the critical role of LSM1 in regulating tumor energy metabolism.