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Key Genes Associated with Tumor-Infiltrating Non-regulatory CD4- and CD8-Positive T Cells in Microenvironment of Hepatocellular Carcinoma
The immune microenvironment in hepatocellular carcinoma (HCC), especially T-cell infiltration, plays a key role in the prognosis and drug sensitivity of HCC. Our study aimed to analyze genes related to non-regulatory CD4(+) and CD8(+) T cell in HCC. Data of HCC samples were downloaded from The Cance...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470630/ https://www.ncbi.nlm.nih.gov/pubmed/35092558 http://dx.doi.org/10.1007/s10528-021-10175-3 |
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author | Zhao, Zijun Wang, Chaonan Chu, Peishan Lu, Xin |
author_facet | Zhao, Zijun Wang, Chaonan Chu, Peishan Lu, Xin |
author_sort | Zhao, Zijun |
collection | PubMed |
description | The immune microenvironment in hepatocellular carcinoma (HCC), especially T-cell infiltration, plays a key role in the prognosis and drug sensitivity of HCC. Our study aimed to analyze genes related to non-regulatory CD4(+) and CD8(+) T cell in HCC. Data of HCC samples were downloaded from The Cancer Genome Atlas (TCGA) database. According to stromal and immune score retrieved by Estimation of Stromal and Immune cells in Malignant Tumor tissues using Expression data (ESTIMATE) algorithm, differentiated expressed genes (DEGs) between high and low stromal/immune scoring groups were collected. Using Cibersort algorithm, abundance of immune cells was calculated and genes related with CD4(+) and CD8(+) T cells were selected. Protein–protein interaction (PPI) networks and networks of microRNA (miRNA)–target gene interactions were illustrated, in which CD4(+) and CD8(+) T cell-related core genes were selected. Finally, Cox regression test and Kaplan–Meier (K–M) survival analysis were conducted. Totally, 1579 DEGs were identified, where 103 genes and 407 genes related with CD4(+) and CD8(+) T cell were selected, respectively. Each of 30 core genes related to CD4(+) T cells and CD8(+) T cells were selected by PPI network. Four genes each related with the two types of T cells had a significant impact on prognosis of HCC patients. Amongst, KLRB1 and IL18RAP were final two genes related to both two kinds of T cells and associated with overall survival of the HCC patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10528-021-10175-3. |
format | Online Article Text |
id | pubmed-9470630 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-94706302022-09-15 Key Genes Associated with Tumor-Infiltrating Non-regulatory CD4- and CD8-Positive T Cells in Microenvironment of Hepatocellular Carcinoma Zhao, Zijun Wang, Chaonan Chu, Peishan Lu, Xin Biochem Genet Original Article The immune microenvironment in hepatocellular carcinoma (HCC), especially T-cell infiltration, plays a key role in the prognosis and drug sensitivity of HCC. Our study aimed to analyze genes related to non-regulatory CD4(+) and CD8(+) T cell in HCC. Data of HCC samples were downloaded from The Cancer Genome Atlas (TCGA) database. According to stromal and immune score retrieved by Estimation of Stromal and Immune cells in Malignant Tumor tissues using Expression data (ESTIMATE) algorithm, differentiated expressed genes (DEGs) between high and low stromal/immune scoring groups were collected. Using Cibersort algorithm, abundance of immune cells was calculated and genes related with CD4(+) and CD8(+) T cells were selected. Protein–protein interaction (PPI) networks and networks of microRNA (miRNA)–target gene interactions were illustrated, in which CD4(+) and CD8(+) T cell-related core genes were selected. Finally, Cox regression test and Kaplan–Meier (K–M) survival analysis were conducted. Totally, 1579 DEGs were identified, where 103 genes and 407 genes related with CD4(+) and CD8(+) T cell were selected, respectively. Each of 30 core genes related to CD4(+) T cells and CD8(+) T cells were selected by PPI network. Four genes each related with the two types of T cells had a significant impact on prognosis of HCC patients. Amongst, KLRB1 and IL18RAP were final two genes related to both two kinds of T cells and associated with overall survival of the HCC patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10528-021-10175-3. Springer US 2022-01-29 2022 /pmc/articles/PMC9470630/ /pubmed/35092558 http://dx.doi.org/10.1007/s10528-021-10175-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Zhao, Zijun Wang, Chaonan Chu, Peishan Lu, Xin Key Genes Associated with Tumor-Infiltrating Non-regulatory CD4- and CD8-Positive T Cells in Microenvironment of Hepatocellular Carcinoma |
title | Key Genes Associated with Tumor-Infiltrating Non-regulatory CD4- and CD8-Positive T Cells in Microenvironment of Hepatocellular Carcinoma |
title_full | Key Genes Associated with Tumor-Infiltrating Non-regulatory CD4- and CD8-Positive T Cells in Microenvironment of Hepatocellular Carcinoma |
title_fullStr | Key Genes Associated with Tumor-Infiltrating Non-regulatory CD4- and CD8-Positive T Cells in Microenvironment of Hepatocellular Carcinoma |
title_full_unstemmed | Key Genes Associated with Tumor-Infiltrating Non-regulatory CD4- and CD8-Positive T Cells in Microenvironment of Hepatocellular Carcinoma |
title_short | Key Genes Associated with Tumor-Infiltrating Non-regulatory CD4- and CD8-Positive T Cells in Microenvironment of Hepatocellular Carcinoma |
title_sort | key genes associated with tumor-infiltrating non-regulatory cd4- and cd8-positive t cells in microenvironment of hepatocellular carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470630/ https://www.ncbi.nlm.nih.gov/pubmed/35092558 http://dx.doi.org/10.1007/s10528-021-10175-3 |
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