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Identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer
Metastasis is a fatal status for liver cancer, and the identification of an effective prediction model and promising therapeutic target is essential. Given the known relationship between fatty acid (FA) metabolism and the liver, the present study aimed to investigate dysregulation of genes associate...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10509777/ https://www.ncbi.nlm.nih.gov/pubmed/37736554 http://dx.doi.org/10.3892/ol.2023.14044 |
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author | Zhang, Zhenshan Sun, Jun Jin, Chao Zhang, Likun Wu, Leilei Tian, Gendong |
author_facet | Zhang, Zhenshan Sun, Jun Jin, Chao Zhang, Likun Wu, Leilei Tian, Gendong |
author_sort | Zhang, Zhenshan |
collection | PubMed |
description | Metastasis is a fatal status for liver cancer, and the identification of an effective prediction model and promising therapeutic target is essential. Given the known relationship between fatty acid (FA) metabolism and the liver, the present study aimed to investigate dysregulation of genes associated with FA metabolism in liver cancer. Bioinformatics analyses were performed on data from patients with hepatocellular carcinoma (HCC) obtained from The Cancer Genome Atlas database using R software packages. Online public tools such as the Human Protein Atlas, Tumor Immune Single-Cell Hub and the University of Alabama at Birmingham Cancer Data Analysis portal were also utilized. Some essential results were further verified using in vitro experiments using HepG2 liver cancer cells. A signature consisting of three genes associated with the progression and prognosis of HCC and FA metabolism was identified. When samples were scored based on the expression of these genes and divided according to the median value, the higher score group showed a worse outcome and repressive immune microenvironment than the lower score group. Downstream pathways such as hypoxia, IL6/JAK/STAT3 and epithelial-mesenchymal transition were found to be significantly activated in the higher score group. As the core factor in the signature, mitochondrial ribosomal protein L35 (MRPL35) was found to be upregulated in HCC and to have certain impacts on the dysregulation of effective immunity. Further investigations and in vitro experiments indicated that MRPL35 facilitates the migration and invasion abilities of liver cancer, and the resistance of HCC to treatment. These findings have important implications regarding the characteristics and mechanisms of metastasis in liver cancer, and provide a promising signature based on FA metabolism-related genes that may be used to predict outcomes and explored as a novel therapeutic target in liver cancer. |
format | Online Article Text |
id | pubmed-10509777 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-105097772023-09-21 Identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer Zhang, Zhenshan Sun, Jun Jin, Chao Zhang, Likun Wu, Leilei Tian, Gendong Oncol Lett Articles Metastasis is a fatal status for liver cancer, and the identification of an effective prediction model and promising therapeutic target is essential. Given the known relationship between fatty acid (FA) metabolism and the liver, the present study aimed to investigate dysregulation of genes associated with FA metabolism in liver cancer. Bioinformatics analyses were performed on data from patients with hepatocellular carcinoma (HCC) obtained from The Cancer Genome Atlas database using R software packages. Online public tools such as the Human Protein Atlas, Tumor Immune Single-Cell Hub and the University of Alabama at Birmingham Cancer Data Analysis portal were also utilized. Some essential results were further verified using in vitro experiments using HepG2 liver cancer cells. A signature consisting of three genes associated with the progression and prognosis of HCC and FA metabolism was identified. When samples were scored based on the expression of these genes and divided according to the median value, the higher score group showed a worse outcome and repressive immune microenvironment than the lower score group. Downstream pathways such as hypoxia, IL6/JAK/STAT3 and epithelial-mesenchymal transition were found to be significantly activated in the higher score group. As the core factor in the signature, mitochondrial ribosomal protein L35 (MRPL35) was found to be upregulated in HCC and to have certain impacts on the dysregulation of effective immunity. Further investigations and in vitro experiments indicated that MRPL35 facilitates the migration and invasion abilities of liver cancer, and the resistance of HCC to treatment. These findings have important implications regarding the characteristics and mechanisms of metastasis in liver cancer, and provide a promising signature based on FA metabolism-related genes that may be used to predict outcomes and explored as a novel therapeutic target in liver cancer. D.A. Spandidos 2023-09-06 /pmc/articles/PMC10509777/ /pubmed/37736554 http://dx.doi.org/10.3892/ol.2023.14044 Text en Copyright: © Zhang et al. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Zhang, Zhenshan Sun, Jun Jin, Chao Zhang, Likun Wu, Leilei Tian, Gendong Identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer |
title | Identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer |
title_full | Identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer |
title_fullStr | Identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer |
title_full_unstemmed | Identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer |
title_short | Identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer |
title_sort | identification and validation of a fatty acid metabolism gene signature for the promotion of metastasis in liver cancer |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10509777/ https://www.ncbi.nlm.nih.gov/pubmed/37736554 http://dx.doi.org/10.3892/ol.2023.14044 |
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