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SLC6A8 is a Potential Biomarker for Poor Prognosis in Lung Adenocarcinoma
Background: Recent studies have demonstrated that creatine can promote tumor metastasis and has implications for immune cell function. SLC6A8 encodes a membrane protein that can transport creatine inside and outside the cell. However, there are currently no studies of SLC6A8 in lung adenocarcinoma (...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185669/ https://www.ncbi.nlm.nih.gov/pubmed/35692837 http://dx.doi.org/10.3389/fgene.2022.845373 |
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author | Fan, Yongfei Zhou, Yong Lou, Ming Gao, Zhaojia Li, Xinwei Yuan, Kai |
author_facet | Fan, Yongfei Zhou, Yong Lou, Ming Gao, Zhaojia Li, Xinwei Yuan, Kai |
author_sort | Fan, Yongfei |
collection | PubMed |
description | Background: Recent studies have demonstrated that creatine can promote tumor metastasis and has implications for immune cell function. SLC6A8 encodes a membrane protein that can transport creatine inside and outside the cell. However, there are currently no studies of SLC6A8 in lung adenocarcinoma (LUAD). Methods: In this study, the expression of SLC6A8 in LUAD was analyzed using the Oncomine database, the Cancer Genome Atlas (TCGA) database, and immunohistochemical staining analysis. Survival analysis of patients with LUAD was performed using the cBioPortal and the Kaplan-Meier Plotter websites and clinical follow-up data. An analysis of the association between SLC6A8 and the tumor immune microenvironment (TIME) of LUAD was performed through the TISIDB database and estimation of stromal and immune cells in malignant tumor tissues using expression data (ESTIMATE) algorithm. Then, based on the curated list of SLC6A8-related immunomodulators, three genes (NT5E, CD40LG, CD80) were selected to construct SLC6A8-related immune signatures to further evaluate the immune aspect of LUAD prognosis. Results: Our studies indicated that SLC6A8 was overexpressed in LUAD, and the high expression of SLC6A8 was associated with poor survival. Genetic alteration of SLC6A8 was also associated with a poorer prognosis. Furthermore, multivariate Cox analysis indicated that SLC6A8 could be used as an independent risk prognostic factor. Then, immune infiltration analysis indicated that SLC6A8 was also strongly associated with poor prognosis in the TIME of LUAD. A multivariate Cox proportional hazard model was then constructed, and was shown effective at identifying high-risk patients. Univariate and multivariate Cox analysis showed that the risk scoring of the model was an independent prognostic risk factor in LUAD. Conclusion: SLC6A8 may serve as a biomarker for poor prognosis in LUAD. |
format | Online Article Text |
id | pubmed-9185669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91856692022-06-11 SLC6A8 is a Potential Biomarker for Poor Prognosis in Lung Adenocarcinoma Fan, Yongfei Zhou, Yong Lou, Ming Gao, Zhaojia Li, Xinwei Yuan, Kai Front Genet Genetics Background: Recent studies have demonstrated that creatine can promote tumor metastasis and has implications for immune cell function. SLC6A8 encodes a membrane protein that can transport creatine inside and outside the cell. However, there are currently no studies of SLC6A8 in lung adenocarcinoma (LUAD). Methods: In this study, the expression of SLC6A8 in LUAD was analyzed using the Oncomine database, the Cancer Genome Atlas (TCGA) database, and immunohistochemical staining analysis. Survival analysis of patients with LUAD was performed using the cBioPortal and the Kaplan-Meier Plotter websites and clinical follow-up data. An analysis of the association between SLC6A8 and the tumor immune microenvironment (TIME) of LUAD was performed through the TISIDB database and estimation of stromal and immune cells in malignant tumor tissues using expression data (ESTIMATE) algorithm. Then, based on the curated list of SLC6A8-related immunomodulators, three genes (NT5E, CD40LG, CD80) were selected to construct SLC6A8-related immune signatures to further evaluate the immune aspect of LUAD prognosis. Results: Our studies indicated that SLC6A8 was overexpressed in LUAD, and the high expression of SLC6A8 was associated with poor survival. Genetic alteration of SLC6A8 was also associated with a poorer prognosis. Furthermore, multivariate Cox analysis indicated that SLC6A8 could be used as an independent risk prognostic factor. Then, immune infiltration analysis indicated that SLC6A8 was also strongly associated with poor prognosis in the TIME of LUAD. A multivariate Cox proportional hazard model was then constructed, and was shown effective at identifying high-risk patients. Univariate and multivariate Cox analysis showed that the risk scoring of the model was an independent prognostic risk factor in LUAD. Conclusion: SLC6A8 may serve as a biomarker for poor prognosis in LUAD. Frontiers Media S.A. 2022-05-27 /pmc/articles/PMC9185669/ /pubmed/35692837 http://dx.doi.org/10.3389/fgene.2022.845373 Text en Copyright © 2022 Fan, Zhou, Lou, Gao, Li and Yuan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Fan, Yongfei Zhou, Yong Lou, Ming Gao, Zhaojia Li, Xinwei Yuan, Kai SLC6A8 is a Potential Biomarker for Poor Prognosis in Lung Adenocarcinoma |
title |
SLC6A8 is a Potential Biomarker for Poor Prognosis in Lung Adenocarcinoma |
title_full |
SLC6A8 is a Potential Biomarker for Poor Prognosis in Lung Adenocarcinoma |
title_fullStr |
SLC6A8 is a Potential Biomarker for Poor Prognosis in Lung Adenocarcinoma |
title_full_unstemmed |
SLC6A8 is a Potential Biomarker for Poor Prognosis in Lung Adenocarcinoma |
title_short |
SLC6A8 is a Potential Biomarker for Poor Prognosis in Lung Adenocarcinoma |
title_sort | slc6a8 is a potential biomarker for poor prognosis in lung adenocarcinoma |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185669/ https://www.ncbi.nlm.nih.gov/pubmed/35692837 http://dx.doi.org/10.3389/fgene.2022.845373 |
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