With the development of multi-omics, especially the application of single-cell multi-omics and spatial transcriptomics in cancer research [30–33], we look forward to using these technologies for further investigation of LINC00978 in HCC development. The gene discussed is MIR4435-2HG; the disease is hepatocellular carcinoma.