Further, we used GSEA analysis to investigate the results of the different levels of PPM1M expression involved in regulating multiple pathways and found that when PPM1M is highly expressed, it is closely associated with immune-related pathways and that the IL-6/JAK/STAT3 pathway plays a key role in the pathogenesis and progression of malignant tumors. The gene discussed is PPM1M; the disease is cancer.