In summary, our findings demonstrated a significant correlation among PLOD gene expression, tumor prognosis, and cancer immune microenvironment, indicating that PLOD family members may mediate tumor progression and exert immunotherapeutic effects on HCC. Here, PLOD1 is linked to cancer.