TOX correlates with prognosis, immune infiltration, and T cells exhaustion in lung adenocarcinoma

Abstract Background Thymocyte selection‐associated high mobility group box (TOX) plays a crucial role on the development of innate immunity and tumor microenvironment. This study aims to explore the prognostic potential of TOX and comprehensively analyze the correlations between TOX, immune infiltra...

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Main Authors: Longbin Guo, Xuanzi Li, Rongping Liu, Yulei Chen, Chen Ren, Shasha Du
Format: Article
Language:English
Published: Wiley 2020-09-01
Series:Cancer Medicine
Subjects:
Online Access:https://doi.org/10.1002/cam4.3324
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author Longbin Guo
Xuanzi Li
Rongping Liu
Yulei Chen
Chen Ren
Shasha Du
author_facet Longbin Guo
Xuanzi Li
Rongping Liu
Yulei Chen
Chen Ren
Shasha Du
author_sort Longbin Guo
collection DOAJ
description Abstract Background Thymocyte selection‐associated high mobility group box (TOX) plays a crucial role on the development of innate immunity and tumor microenvironment. This study aims to explore the prognostic potential of TOX and comprehensively analyze the correlations between TOX, immune infiltration, and T cells function in diverse cancers particularly lung adenocarcinoma (LUAD). Methods TIMER was used to analyze TOX expression in different cancers. Potential prognostic value of TOX was evaluated by the PrognoScan, Kaplan‐Meier Plotter, and GEPIA2. The relationships between TOX, immune infiltration, and related gene marker sets were analyzed by TIMER and GEPIA2. Single‐cell RNA‐seq for T cells in LUAD was analyzed to further investigate the correlations between TOX expression and different T cells populations. Results TOX downregulates in most of the cancer types and correlates with poor prognosis in LUAD. TOX shows significant impacts on survival of LUAD with early stage, ever‐smoking, or low‐TMB status. Increased TOX expression positively correlates with high immune infiltration levels in most of the immune cells and functional T cells including exhausted T cells. Moreover, multiple key genes of exhausted T cells comprising PD‐1, TIM‐3, TIGHT, and CXCL13 have remarkable interaction with TOX. Specifically, TOX is observed with high enrichment in exhausted CD4+ and CD8+ T cells populations in single‐cell RNA‐seq analysis for LUAD. Conclusion TOX is a prognosis‐related biomarker for multiple cancer types especially LUAD. Increased TOX expression significantly increase immune infiltration levels in most of the immune cells comprising CD8+ T cells, CD4+ T cells, mast cells, and functional T cells. Moreover, we verified that TOX highly correlates with exhausted T cells and is probable a critical regulator promoted T cells exhaustion in LUAD. Detection of TOX expression could help to predict prognosis and regulating TOX expression in exhausted T cells may offer a novel strategy in maximizing immunotherapy efficacy for LUAD.
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spelling doaj.art-23ca59a7145f4ddbb6b1a6e66f93bc072022-12-22T00:06:21ZengWileyCancer Medicine2045-76342020-09-019186694670910.1002/cam4.3324TOX correlates with prognosis, immune infiltration, and T cells exhaustion in lung adenocarcinomaLongbin Guo0Xuanzi Li1Rongping Liu2Yulei Chen3Chen Ren4Shasha Du5Department of Radiation Oncology Nanfang HospitalSouthern Medical University Guangzhou ChinaDepartment of Radiation Oncology Nanfang HospitalSouthern Medical University Guangzhou ChinaDepartment of Radiation Oncology Nanfang HospitalSouthern Medical University Guangzhou ChinaDepartment of Radiation Oncology Nanfang HospitalSouthern Medical University Guangzhou ChinaDepartment of Radiation Oncology Nanfang HospitalSouthern Medical University Guangzhou ChinaDepartment of Radiation Oncology Nanfang HospitalSouthern Medical University Guangzhou ChinaAbstract Background Thymocyte selection‐associated high mobility group box (TOX) plays a crucial role on the development of innate immunity and tumor microenvironment. This study aims to explore the prognostic potential of TOX and comprehensively analyze the correlations between TOX, immune infiltration, and T cells function in diverse cancers particularly lung adenocarcinoma (LUAD). Methods TIMER was used to analyze TOX expression in different cancers. Potential prognostic value of TOX was evaluated by the PrognoScan, Kaplan‐Meier Plotter, and GEPIA2. The relationships between TOX, immune infiltration, and related gene marker sets were analyzed by TIMER and GEPIA2. Single‐cell RNA‐seq for T cells in LUAD was analyzed to further investigate the correlations between TOX expression and different T cells populations. Results TOX downregulates in most of the cancer types and correlates with poor prognosis in LUAD. TOX shows significant impacts on survival of LUAD with early stage, ever‐smoking, or low‐TMB status. Increased TOX expression positively correlates with high immune infiltration levels in most of the immune cells and functional T cells including exhausted T cells. Moreover, multiple key genes of exhausted T cells comprising PD‐1, TIM‐3, TIGHT, and CXCL13 have remarkable interaction with TOX. Specifically, TOX is observed with high enrichment in exhausted CD4+ and CD8+ T cells populations in single‐cell RNA‐seq analysis for LUAD. Conclusion TOX is a prognosis‐related biomarker for multiple cancer types especially LUAD. Increased TOX expression significantly increase immune infiltration levels in most of the immune cells comprising CD8+ T cells, CD4+ T cells, mast cells, and functional T cells. Moreover, we verified that TOX highly correlates with exhausted T cells and is probable a critical regulator promoted T cells exhaustion in LUAD. Detection of TOX expression could help to predict prognosis and regulating TOX expression in exhausted T cells may offer a novel strategy in maximizing immunotherapy efficacy for LUAD.https://doi.org/10.1002/cam4.3324immune infiltrationimmunotherapylung adenocarcinomaprognosisT cells exhaustionTOX
spellingShingle Longbin Guo
Xuanzi Li
Rongping Liu
Yulei Chen
Chen Ren
Shasha Du
TOX correlates with prognosis, immune infiltration, and T cells exhaustion in lung adenocarcinoma
Cancer Medicine
immune infiltration
immunotherapy
lung adenocarcinoma
prognosis
T cells exhaustion
TOX
title TOX correlates with prognosis, immune infiltration, and T cells exhaustion in lung adenocarcinoma
title_full TOX correlates with prognosis, immune infiltration, and T cells exhaustion in lung adenocarcinoma
title_fullStr TOX correlates with prognosis, immune infiltration, and T cells exhaustion in lung adenocarcinoma
title_full_unstemmed TOX correlates with prognosis, immune infiltration, and T cells exhaustion in lung adenocarcinoma
title_short TOX correlates with prognosis, immune infiltration, and T cells exhaustion in lung adenocarcinoma
title_sort tox correlates with prognosis immune infiltration and t cells exhaustion in lung adenocarcinoma
topic immune infiltration
immunotherapy
lung adenocarcinoma
prognosis
T cells exhaustion
TOX
url https://doi.org/10.1002/cam4.3324
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AT rongpingliu toxcorrelateswithprognosisimmuneinfiltrationandtcellsexhaustioninlungadenocarcinoma
AT yuleichen toxcorrelateswithprognosisimmuneinfiltrationandtcellsexhaustioninlungadenocarcinoma
AT chenren toxcorrelateswithprognosisimmuneinfiltrationandtcellsexhaustioninlungadenocarcinoma
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