A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy

Aging (Albany NY). 2023 Aug 16;15(16):7933-7955. doi: 10.18632/aging.204862. Epub 2023 Aug 16.

Abstract

Tumor oncogenesis, cancer metastasis, and immune evasion were substantially impacted by the mammalian target of the rapamycin complex 1 (mTORC1) pathway. However, in hepatocellular carcinoma (HCC), no mTORC1 signaling-based gene signature has ever been published. mTORC1 scores were computed employing a single sample gene set enrichment analysis based on databases including the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA). The PAG1, LHFPL2, and FABP5 expression levels were obtained to construct a mTORC1 pathway-related model. In two databases, the overall survival (OS) rate was shorter for high-mTORC1 score patients compared to those with low scores. The activation of TFs in the group with high risk was enhanced, such as the HIF-1 pathway. Additionally, it was discovered that a high mTORC1 score was linked to an immune exclusion phenotype and enhanced immunosuppressive cell infiltration. Notably, it was discovered that high-mTORC1 scores patients had poorer immunotherapeutic results and might not gain benefit from immunotherapy. When compared to the low HCC metastatic cell lines, the high HCC metastatic cell lines have overexpressed levels of PAG1, LHFPL2, and FABP5 expression. The expression of PAG1, LHFPL2, and FABP5 was inhibited by the MAPK and mTORC1 pathway inhibitors. Our study identified mTORC1 score signature can aid in the development of individualized immunotherapy protocols and predict the HCC patients' prognoses.

Keywords: hepatocellular carcinoma; immunotherapy; mTORC1; prognosis; tumor microenvironment.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adaptor Proteins, Signal Transducing
  • Carcinogenesis
  • Carcinoma, Hepatocellular*
  • Fatty Acid-Binding Proteins
  • Humans
  • Immunotherapy
  • Liver Neoplasms*
  • Mechanistic Target of Rapamycin Complex 1
  • Membrane Proteins
  • Prognosis

Substances

  • Mechanistic Target of Rapamycin Complex 1
  • FABP5 protein, human
  • Fatty Acid-Binding Proteins
  • PAG1 protein, human
  • Membrane Proteins
  • Adaptor Proteins, Signal Transducing