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CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma
The Chemokine-like factor (CKLF)-like MARVEL transmembrane domain-containing (CMTM) family, comprising nine members, is involved in the tumorigenesis and progression of various cancers. However, the expression profiles and clinical significance of CMTM family members in hepatocellular carcinoma (HCC...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047849/ https://www.ncbi.nlm.nih.gov/pubmed/36975415 http://dx.doi.org/10.3390/curroncol30030202 |
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author | Li, Dan Huang, Shenglan Luo, Chen Xu, Yongkang Fu, Shumin Liu, Kan Wu, Jianbing |
author_facet | Li, Dan Huang, Shenglan Luo, Chen Xu, Yongkang Fu, Shumin Liu, Kan Wu, Jianbing |
author_sort | Li, Dan |
collection | PubMed |
description | The Chemokine-like factor (CKLF)-like MARVEL transmembrane domain-containing (CMTM) family, comprising nine members, is involved in the tumorigenesis and progression of various cancers. However, the expression profiles and clinical significance of CMTM family members in hepatocellular carcinoma (HCC) are not fully clarified. In this study, the RNA-sequencing and clinical data were downloaded from The Cancer Genome Atlas (TCGA) databases. The Kaplan–Meier method and the Cox proportional hazards regression analysis were used to evaluate the prognostic significance of CMTM family members. Single-sample gene set enrichment analysis (ssGSEA) and ESTIMATE algorithms were employed to explore the relationship between CMTM family genes and the tumor microenvironment in HCC. Finally, the prognostic CMTM family gene expression was further validated by quantitative real-time polymerase chain reaction (qRT-PCR) and immunohistochemical (IHC) staining in clinical HCC tissue specimens. The results indicated that, compared with normal tissues, the expression of CKLF, CMTM1, CMTM3, CMTM4, CMTM7, and CMTM8 were significantly upregulated in HCC, while the expression of CMTM2, CMTM5, and CMTM6 were significantly downregulated in HCC. Univariate and multivariate Cox regression analysis demonstrated that CKLF was an independent prognostic biomarker for the overall survival (OS) of HCC patients. In HCC, the expression of CKLF was found to be correlated with immune cell infiltration, immune-related functions, and immune checkpoint genes. The qRT-PCR and IHC confirmed that CKLF was highly expressed in HCC. Overall, this research suggested that CKLF is involved in immune cell infiltration and may serve as a critical prognostic biomarker, which provides new light on the therapeutics for HCC. |
format | Online Article Text |
id | pubmed-10047849 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100478492023-03-29 CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma Li, Dan Huang, Shenglan Luo, Chen Xu, Yongkang Fu, Shumin Liu, Kan Wu, Jianbing Curr Oncol Article The Chemokine-like factor (CKLF)-like MARVEL transmembrane domain-containing (CMTM) family, comprising nine members, is involved in the tumorigenesis and progression of various cancers. However, the expression profiles and clinical significance of CMTM family members in hepatocellular carcinoma (HCC) are not fully clarified. In this study, the RNA-sequencing and clinical data were downloaded from The Cancer Genome Atlas (TCGA) databases. The Kaplan–Meier method and the Cox proportional hazards regression analysis were used to evaluate the prognostic significance of CMTM family members. Single-sample gene set enrichment analysis (ssGSEA) and ESTIMATE algorithms were employed to explore the relationship between CMTM family genes and the tumor microenvironment in HCC. Finally, the prognostic CMTM family gene expression was further validated by quantitative real-time polymerase chain reaction (qRT-PCR) and immunohistochemical (IHC) staining in clinical HCC tissue specimens. The results indicated that, compared with normal tissues, the expression of CKLF, CMTM1, CMTM3, CMTM4, CMTM7, and CMTM8 were significantly upregulated in HCC, while the expression of CMTM2, CMTM5, and CMTM6 were significantly downregulated in HCC. Univariate and multivariate Cox regression analysis demonstrated that CKLF was an independent prognostic biomarker for the overall survival (OS) of HCC patients. In HCC, the expression of CKLF was found to be correlated with immune cell infiltration, immune-related functions, and immune checkpoint genes. The qRT-PCR and IHC confirmed that CKLF was highly expressed in HCC. Overall, this research suggested that CKLF is involved in immune cell infiltration and may serve as a critical prognostic biomarker, which provides new light on the therapeutics for HCC. MDPI 2023-02-22 /pmc/articles/PMC10047849/ /pubmed/36975415 http://dx.doi.org/10.3390/curroncol30030202 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Dan Huang, Shenglan Luo, Chen Xu, Yongkang Fu, Shumin Liu, Kan Wu, Jianbing CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma |
title | CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma |
title_full | CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma |
title_fullStr | CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma |
title_full_unstemmed | CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma |
title_short | CKLF as a Prognostic Biomarker and Its Association with Immune Infiltration in Hepatocellular Carcinoma |
title_sort | cklf as a prognostic biomarker and its association with immune infiltration in hepatocellular carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047849/ https://www.ncbi.nlm.nih.gov/pubmed/36975415 http://dx.doi.org/10.3390/curroncol30030202 |
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