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Multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression

BACKGROUND: Origin recognition complex 6 (ORC6) is one of the six highly conserved subunit proteins required for DNA replication and is essential for maintaining genome stability during cell division. Recent research shows that ORC6 regulates the advancement of multiple cancers; however, it remains...

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Autores principales: Zhu, Jinfeng, Chen, Qitong, Zeng, Liyun, Gao, Hongyu, Wu, Tong, He, Yeqing, Xu, Jiachi, Pang, Jian, Peng, Jing, Deng, Yueqiong, Han, Yi, Yi, Wenjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602784/
https://www.ncbi.nlm.nih.gov/pubmed/37901236
http://dx.doi.org/10.3389/fimmu.2023.1236806
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author Zhu, Jinfeng
Chen, Qitong
Zeng, Liyun
Gao, Hongyu
Wu, Tong
He, Yeqing
Xu, Jiachi
Pang, Jian
Peng, Jing
Deng, Yueqiong
Han, Yi
Yi, Wenjun
author_facet Zhu, Jinfeng
Chen, Qitong
Zeng, Liyun
Gao, Hongyu
Wu, Tong
He, Yeqing
Xu, Jiachi
Pang, Jian
Peng, Jing
Deng, Yueqiong
Han, Yi
Yi, Wenjun
author_sort Zhu, Jinfeng
collection PubMed
description BACKGROUND: Origin recognition complex 6 (ORC6) is one of the six highly conserved subunit proteins required for DNA replication and is essential for maintaining genome stability during cell division. Recent research shows that ORC6 regulates the advancement of multiple cancers; however, it remains unclear what regulatory impact it has on the tumor immune microenvironment. METHODS: Unpaired Wilcoxon rank sum and signed rank tests were used to analyze the differences in the expression of ORC6 in normal tissues and corresponding tumor tissues. Multiple online databases have evaluated the genetic alterations, protein expression and localization, and clinical relevance of ORC6. To evaluate the potential prognostic impact and diagnostic significance of ORC6 expression, we carried out log-rank, univariate Cox regression, and receiver operating characteristic curve analysis. The ICGC-LIRI-JP cohort, CGGA-301 cohort, CGGA-325 cohort, CGGA-693 cohort, and GSE13041 cohort were used for external validation of the study findings. The associations between ORC6 expression and immune cell infiltration, immune checkpoint expression, and immunotherapy cohorts was further analyzed. To explore the functional and signaling pathways related to ORC6 expression, gene set enrichment analysis was performed. To clarify the expression and function of ORC6 in hepatocellular carcinoma (LIHC) and glioma, we conducted in vitro experiments. RESULTS: Expression of ORC6 is upregulated in the majority of cancer types and is associated with poor patient prognosis, notably in cases of LIHC and gliomas. In addition, ORC6 may be involved in multiple signaling pathways related to cancer progression and immune regulation. High expression of ORC6 correlates with an immunosuppressive state in the tumor microenvironment. The results of further immunotherapy cohort analysis suggested that patients in the ORC6 high-expression group benefited from immunotherapy. Inhibiting ORC6 expression suppressed the proliferative and migratory abilities of LIHC and glioma cells. CONCLUSION: High expression of ORC6 may be used as a biomarker to predict the poor prognosis of most tumor patients. The high expression of ORC6 may be involved in the regulation of the tumor immunosuppressive environment, and it is expected to become a molecular target for inhibiting tumor progression.
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spelling pubmed-106027842023-10-28 Multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression Zhu, Jinfeng Chen, Qitong Zeng, Liyun Gao, Hongyu Wu, Tong He, Yeqing Xu, Jiachi Pang, Jian Peng, Jing Deng, Yueqiong Han, Yi Yi, Wenjun Front Immunol Immunology BACKGROUND: Origin recognition complex 6 (ORC6) is one of the six highly conserved subunit proteins required for DNA replication and is essential for maintaining genome stability during cell division. Recent research shows that ORC6 regulates the advancement of multiple cancers; however, it remains unclear what regulatory impact it has on the tumor immune microenvironment. METHODS: Unpaired Wilcoxon rank sum and signed rank tests were used to analyze the differences in the expression of ORC6 in normal tissues and corresponding tumor tissues. Multiple online databases have evaluated the genetic alterations, protein expression and localization, and clinical relevance of ORC6. To evaluate the potential prognostic impact and diagnostic significance of ORC6 expression, we carried out log-rank, univariate Cox regression, and receiver operating characteristic curve analysis. The ICGC-LIRI-JP cohort, CGGA-301 cohort, CGGA-325 cohort, CGGA-693 cohort, and GSE13041 cohort were used for external validation of the study findings. The associations between ORC6 expression and immune cell infiltration, immune checkpoint expression, and immunotherapy cohorts was further analyzed. To explore the functional and signaling pathways related to ORC6 expression, gene set enrichment analysis was performed. To clarify the expression and function of ORC6 in hepatocellular carcinoma (LIHC) and glioma, we conducted in vitro experiments. RESULTS: Expression of ORC6 is upregulated in the majority of cancer types and is associated with poor patient prognosis, notably in cases of LIHC and gliomas. In addition, ORC6 may be involved in multiple signaling pathways related to cancer progression and immune regulation. High expression of ORC6 correlates with an immunosuppressive state in the tumor microenvironment. The results of further immunotherapy cohort analysis suggested that patients in the ORC6 high-expression group benefited from immunotherapy. Inhibiting ORC6 expression suppressed the proliferative and migratory abilities of LIHC and glioma cells. CONCLUSION: High expression of ORC6 may be used as a biomarker to predict the poor prognosis of most tumor patients. The high expression of ORC6 may be involved in the regulation of the tumor immunosuppressive environment, and it is expected to become a molecular target for inhibiting tumor progression. Frontiers Media S.A. 2023-10-12 /pmc/articles/PMC10602784/ /pubmed/37901236 http://dx.doi.org/10.3389/fimmu.2023.1236806 Text en Copyright © 2023 Zhu, Chen, Zeng, Gao, Wu, He, Xu, Pang, Peng, Deng, Han and Yi 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 Immunology
Zhu, Jinfeng
Chen, Qitong
Zeng, Liyun
Gao, Hongyu
Wu, Tong
He, Yeqing
Xu, Jiachi
Pang, Jian
Peng, Jing
Deng, Yueqiong
Han, Yi
Yi, Wenjun
Multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression
title Multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression
title_full Multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression
title_fullStr Multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression
title_full_unstemmed Multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression
title_short Multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression
title_sort multi-omics analysis reveals the involvement of origin recognition complex subunit 6 in tumor immune regulation and malignant progression
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602784/
https://www.ncbi.nlm.nih.gov/pubmed/37901236
http://dx.doi.org/10.3389/fimmu.2023.1236806
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