AA@Tf-Lip enhanced cellular uptake and tumor specificity, achieving higher tumor inhibition and reduced cardiotoxicity versus free drugs.<h4>Conclusion</h4>Indirect RDM1 inhibition via post-transcriptional regulation combined with targeted co-delivery effectively enhances HCC chemosensitivity, offering a safe, precise therapeutic strategy. Here, TF is linked to neoplasm.