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A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy
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 employin...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10497017/ https://www.ncbi.nlm.nih.gov/pubmed/37589508 http://dx.doi.org/10.18632/aging.204862 |
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author | Chen, Erbao Mo, Yuqian Yi, Jing Liu, Jie Luo, Ting Li, Zheng Lin, Zewei Hu, Yibing Zou, Zhilin Liu, Jikui |
author_facet | Chen, Erbao Mo, Yuqian Yi, Jing Liu, Jie Luo, Ting Li, Zheng Lin, Zewei Hu, Yibing Zou, Zhilin Liu, Jikui |
author_sort | Chen, Erbao |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10497017 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-104970172023-09-13 A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy Chen, Erbao Mo, Yuqian Yi, Jing Liu, Jie Luo, Ting Li, Zheng Lin, Zewei Hu, Yibing Zou, Zhilin Liu, Jikui Aging (Albany NY) Research Paper 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. Impact Journals 2023-08-16 /pmc/articles/PMC10497017/ /pubmed/37589508 http://dx.doi.org/10.18632/aging.204862 Text en Copyright: © 2023 Chen et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Chen, Erbao Mo, Yuqian Yi, Jing Liu, Jie Luo, Ting Li, Zheng Lin, Zewei Hu, Yibing Zou, Zhilin Liu, Jikui A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy |
title | A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy |
title_full | A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy |
title_fullStr | A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy |
title_full_unstemmed | A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy |
title_short | A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy |
title_sort | novel hepatocellular carcinoma-specific mtorc1-related signature for anticipating prognosis and immunotherapy |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10497017/ https://www.ncbi.nlm.nih.gov/pubmed/37589508 http://dx.doi.org/10.18632/aging.204862 |
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