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Mast Cells Resting-Related Prognostic Signature in Hepatocellular Carcinoma
The immune microenvironment of liver cancer is of great significance for the treatment of liver cancer. After evaluating the content of mast cells resting in the transcriptome data of The Cancer Genome Atlas database by CIBERSORT analysis, this study aimed to group the samples according to the conte...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8616659/ https://www.ncbi.nlm.nih.gov/pubmed/34840569 http://dx.doi.org/10.1155/2021/4614257 |
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author | Zhang, Hao Sun, Lin Hu, Xiao |
author_facet | Zhang, Hao Sun, Lin Hu, Xiao |
author_sort | Zhang, Hao |
collection | PubMed |
description | The immune microenvironment of liver cancer is of great significance for the treatment of liver cancer. After evaluating the content of mast cells resting in the transcriptome data of The Cancer Genome Atlas database by CIBERSORT analysis, this study aimed to group the samples according to the content of mast cells resting in different samples to find the differentially expressed genes in the two groups. Significant prognostic differences were found between high and low mast cells resting infiltration groups. The prognostic model was constructed according to the differentially expressed genes. The model was validated using external independent datasets. The results revealed that the constructed model was reliable. It could well distinguish the prognostic differences of patients in different characteristic groups. The high-risk group was mainly concentrated in metabolic pathways. The risk score of this model was closely related to some immune cells, immune function, and immune checkpoints. Therefore, this model may provide new ideas for immunotherapy of hepatocellular carcinoma. |
format | Online Article Text |
id | pubmed-8616659 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-86166592021-11-26 Mast Cells Resting-Related Prognostic Signature in Hepatocellular Carcinoma Zhang, Hao Sun, Lin Hu, Xiao J Oncol Research Article The immune microenvironment of liver cancer is of great significance for the treatment of liver cancer. After evaluating the content of mast cells resting in the transcriptome data of The Cancer Genome Atlas database by CIBERSORT analysis, this study aimed to group the samples according to the content of mast cells resting in different samples to find the differentially expressed genes in the two groups. Significant prognostic differences were found between high and low mast cells resting infiltration groups. The prognostic model was constructed according to the differentially expressed genes. The model was validated using external independent datasets. The results revealed that the constructed model was reliable. It could well distinguish the prognostic differences of patients in different characteristic groups. The high-risk group was mainly concentrated in metabolic pathways. The risk score of this model was closely related to some immune cells, immune function, and immune checkpoints. Therefore, this model may provide new ideas for immunotherapy of hepatocellular carcinoma. Hindawi 2021-11-18 /pmc/articles/PMC8616659/ /pubmed/34840569 http://dx.doi.org/10.1155/2021/4614257 Text en Copyright © 2021 Hao Zhang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhang, Hao Sun, Lin Hu, Xiao Mast Cells Resting-Related Prognostic Signature in Hepatocellular Carcinoma |
title | Mast Cells Resting-Related Prognostic Signature in Hepatocellular Carcinoma |
title_full | Mast Cells Resting-Related Prognostic Signature in Hepatocellular Carcinoma |
title_fullStr | Mast Cells Resting-Related Prognostic Signature in Hepatocellular Carcinoma |
title_full_unstemmed | Mast Cells Resting-Related Prognostic Signature in Hepatocellular Carcinoma |
title_short | Mast Cells Resting-Related Prognostic Signature in Hepatocellular Carcinoma |
title_sort | mast cells resting-related prognostic signature in hepatocellular carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8616659/ https://www.ncbi.nlm.nih.gov/pubmed/34840569 http://dx.doi.org/10.1155/2021/4614257 |
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