Identification of CXCL10-Relevant Tumor Microenvironment Characterization and Clinical Outcome in Ovarian Cancer

BackgroundChemokines are implicated in tumor microenvironment (TME) cell infiltration. Development of ovarian cancer involves heterologous cells together with the adjacent microenvironment. Nonetheless, our understanding of the chemokine-related TME characteristics in ovarian cancer remains obscure....

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Main Authors: Jing Jin, Yi Li, Tobias Achu Muluh, Liangke Zhi, Qijie Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.678747/full
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spelling doaj-a3616c0a16f34740bffd4ecbb8e5ae462021-07-27T15:25:20ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-07-011210.3389/fgene.2021.678747678747Identification of CXCL10-Relevant Tumor Microenvironment Characterization and Clinical Outcome in Ovarian CancerJing Jin0Yi Li1Tobias Achu Muluh2Liangke Zhi3Qijie Zhao4Qijie Zhao5Department of Oncology, The Second People’s Hospital of Yibin, Yibin, ChinaDepartment of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, ChinaDepartment of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, ChinaSichuan Jinxing Education Consulting Co., Ltd., Chengdu, ChinaDepartment of Pathophysiology, College of Basic Medical Science, Southwest Medical University, Luzhou, ChinaDepartment of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, ThailandBackgroundChemokines are implicated in tumor microenvironment (TME) cell infiltration. Development of ovarian cancer involves heterologous cells together with the adjacent microenvironment. Nonetheless, our understanding of the chemokine-related TME characteristics in ovarian cancer remains obscure.MethodsIn this large-scale multi-platform study of 10 microarray datasets consisting of 1,673 ovarian cancer patients, we comprehensively evaluated CXCL10 and CXCL9 expression risk classifications for predicting overall survival (OS) and TME immune characteristics. The cross-validation between a standard cohort (TCGA: The Cancer Genome Atlas) and three test cohorts (GEO: Gene-Expression Omnibus) was applied. We investigated differences in the biological functions and the underlying mechanisms between high- and low-risk classifications.ResultsWe identified that evaluation of CXCL10 expression could predict the tumor development, immune cell infiltration, TME signature, genetic alteration, and patient prognosis in ovarian cancer. Low-risk classification was characterized by high CXCL10 expression and prolonged prognosis, which was positively associated with specific immune cell infiltration (i.e., T cells, DCs, aDC, and Th2 cells) and TME immune-relevant signatures. Meanwhile, the high-risk classification was defined by lower CXCL10/CXCL9 expression and relevant poor prognosis and immune infiltrations. The CXCL10-based low-risk classification was also linked to antitumor biological function of specific immune gene sets, such as IL2-STAT5 signaling. Additionally, a mutational pattern featured by enrichment of C > T transition was further identified to be associated with immune cell infiltration.ConclusionsThis work proposed a promising biomarker for evaluating TME immune characteristics and clinical outcomes in patients with ovarian cancer. Estimation of CXCL10 risk pattern sheds a novel insight on ovarian cancer TME immune characteristics and provides strategies for ovarian cancer immunotherapy.https://www.frontiersin.org/articles/10.3389/fgene.2021.678747/fullCXCL10tumor microenvironmentimmune infiltrationsurvivalgenetic alteration
collection DOAJ
language English
format Article
sources DOAJ
author Jing Jin
Yi Li
Tobias Achu Muluh
Liangke Zhi
Qijie Zhao
Qijie Zhao
spellingShingle Jing Jin
Yi Li
Tobias Achu Muluh
Liangke Zhi
Qijie Zhao
Qijie Zhao
Identification of CXCL10-Relevant Tumor Microenvironment Characterization and Clinical Outcome in Ovarian Cancer
Frontiers in Genetics
CXCL10
tumor microenvironment
immune infiltration
survival
genetic alteration
author_facet Jing Jin
Yi Li
Tobias Achu Muluh
Liangke Zhi
Qijie Zhao
Qijie Zhao
author_sort Jing Jin
title Identification of CXCL10-Relevant Tumor Microenvironment Characterization and Clinical Outcome in Ovarian Cancer
title_short Identification of CXCL10-Relevant Tumor Microenvironment Characterization and Clinical Outcome in Ovarian Cancer
title_full Identification of CXCL10-Relevant Tumor Microenvironment Characterization and Clinical Outcome in Ovarian Cancer
title_fullStr Identification of CXCL10-Relevant Tumor Microenvironment Characterization and Clinical Outcome in Ovarian Cancer
title_full_unstemmed Identification of CXCL10-Relevant Tumor Microenvironment Characterization and Clinical Outcome in Ovarian Cancer
title_sort identification of cxcl10-relevant tumor microenvironment characterization and clinical outcome in ovarian cancer
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2021-07-01
description BackgroundChemokines are implicated in tumor microenvironment (TME) cell infiltration. Development of ovarian cancer involves heterologous cells together with the adjacent microenvironment. Nonetheless, our understanding of the chemokine-related TME characteristics in ovarian cancer remains obscure.MethodsIn this large-scale multi-platform study of 10 microarray datasets consisting of 1,673 ovarian cancer patients, we comprehensively evaluated CXCL10 and CXCL9 expression risk classifications for predicting overall survival (OS) and TME immune characteristics. The cross-validation between a standard cohort (TCGA: The Cancer Genome Atlas) and three test cohorts (GEO: Gene-Expression Omnibus) was applied. We investigated differences in the biological functions and the underlying mechanisms between high- and low-risk classifications.ResultsWe identified that evaluation of CXCL10 expression could predict the tumor development, immune cell infiltration, TME signature, genetic alteration, and patient prognosis in ovarian cancer. Low-risk classification was characterized by high CXCL10 expression and prolonged prognosis, which was positively associated with specific immune cell infiltration (i.e., T cells, DCs, aDC, and Th2 cells) and TME immune-relevant signatures. Meanwhile, the high-risk classification was defined by lower CXCL10/CXCL9 expression and relevant poor prognosis and immune infiltrations. The CXCL10-based low-risk classification was also linked to antitumor biological function of specific immune gene sets, such as IL2-STAT5 signaling. Additionally, a mutational pattern featured by enrichment of C > T transition was further identified to be associated with immune cell infiltration.ConclusionsThis work proposed a promising biomarker for evaluating TME immune characteristics and clinical outcomes in patients with ovarian cancer. Estimation of CXCL10 risk pattern sheds a novel insight on ovarian cancer TME immune characteristics and provides strategies for ovarian cancer immunotherapy.
topic CXCL10
tumor microenvironment
immune infiltration
survival
genetic alteration
url https://www.frontiersin.org/articles/10.3389/fgene.2021.678747/full
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