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Non-Canonical NF-κB Signaling Stratifies LGG into Subtypes with Distinct Molecular and Cellular Characteristic and Survival Expectancy
INTRODUCTION: NF-κB signaling is involved in a wide range of biological processes including cell proliferation, cell survival and immunity. Meanwhile, as one of the major oncogenic pathways, its upregulation has been observed in many cancer types. Compared with canonical NF-κB signaling, its non-can...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8994666/ https://www.ncbi.nlm.nih.gov/pubmed/35411180 http://dx.doi.org/10.2147/IJGM.S347654 |
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author | Lin, Minhua Huang, Tianxiang Wang, Xuan Li, Xuenan Ma, Jingjiao Su, Lan Wu, Jun |
author_facet | Lin, Minhua Huang, Tianxiang Wang, Xuan Li, Xuenan Ma, Jingjiao Su, Lan Wu, Jun |
author_sort | Lin, Minhua |
collection | PubMed |
description | INTRODUCTION: NF-κB signaling is involved in a wide range of biological processes including cell proliferation, cell survival and immunity. Meanwhile, as one of the major oncogenic pathways, its upregulation has been observed in many cancer types. Compared with canonical NF-κB signaling, its non-canonical branch was much less studied in cancerous context. METHODS: In this study, we leveraged multi-omics data across multiple platforms to investigate the activity of non-canonical NF-κB signaling in low-grade glioma (LGG) and explore its connection with molecular characteristics of LGG. RESULTS: We found that non-canonical NF-κB signaling could classify LGG patients into subgroups with significant survival difference. Non-canonical NF-κB-low group enriched with oligodendroglioma featured by CIC mutations and 1p19q co-deletion. On the another hand, LGG in non-canonical NF-κB-high group showed high frequency of EGFR mutations but relatively low frequency of IDH mutations. In addition, LGG in this group reflected immunosuppressive environment characterized by high level of cytotoxic T cell exhaustion and macrophage M2 infiltration. More comprehensive evaluation implied that LGG in non-canonical NF-κB-high group reflected significantly higher immunogenicity. Through a series of feature selection technique, we developed a model that can predict the prognosis of LGG patients in a cost-effective way. CONCLUSION: Our analysis demonstrated the prognostic value of non-canonical NF-κB signaling in LGG. The survival difference between non-canonical NF-κB stratified groups may be explained by their distinct molecular characteristics as well as cellular context. Our prognostic model may help in offering better therapeutic strategy and clinical management. |
format | Online Article Text |
id | pubmed-8994666 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-89946662022-04-10 Non-Canonical NF-κB Signaling Stratifies LGG into Subtypes with Distinct Molecular and Cellular Characteristic and Survival Expectancy Lin, Minhua Huang, Tianxiang Wang, Xuan Li, Xuenan Ma, Jingjiao Su, Lan Wu, Jun Int J Gen Med Original Research INTRODUCTION: NF-κB signaling is involved in a wide range of biological processes including cell proliferation, cell survival and immunity. Meanwhile, as one of the major oncogenic pathways, its upregulation has been observed in many cancer types. Compared with canonical NF-κB signaling, its non-canonical branch was much less studied in cancerous context. METHODS: In this study, we leveraged multi-omics data across multiple platforms to investigate the activity of non-canonical NF-κB signaling in low-grade glioma (LGG) and explore its connection with molecular characteristics of LGG. RESULTS: We found that non-canonical NF-κB signaling could classify LGG patients into subgroups with significant survival difference. Non-canonical NF-κB-low group enriched with oligodendroglioma featured by CIC mutations and 1p19q co-deletion. On the another hand, LGG in non-canonical NF-κB-high group showed high frequency of EGFR mutations but relatively low frequency of IDH mutations. In addition, LGG in this group reflected immunosuppressive environment characterized by high level of cytotoxic T cell exhaustion and macrophage M2 infiltration. More comprehensive evaluation implied that LGG in non-canonical NF-κB-high group reflected significantly higher immunogenicity. Through a series of feature selection technique, we developed a model that can predict the prognosis of LGG patients in a cost-effective way. CONCLUSION: Our analysis demonstrated the prognostic value of non-canonical NF-κB signaling in LGG. The survival difference between non-canonical NF-κB stratified groups may be explained by their distinct molecular characteristics as well as cellular context. Our prognostic model may help in offering better therapeutic strategy and clinical management. Dove 2022-04-05 /pmc/articles/PMC8994666/ /pubmed/35411180 http://dx.doi.org/10.2147/IJGM.S347654 Text en © 2022 Lin et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Lin, Minhua Huang, Tianxiang Wang, Xuan Li, Xuenan Ma, Jingjiao Su, Lan Wu, Jun Non-Canonical NF-κB Signaling Stratifies LGG into Subtypes with Distinct Molecular and Cellular Characteristic and Survival Expectancy |
title | Non-Canonical NF-κB Signaling Stratifies LGG into Subtypes with Distinct Molecular and Cellular Characteristic and Survival Expectancy |
title_full | Non-Canonical NF-κB Signaling Stratifies LGG into Subtypes with Distinct Molecular and Cellular Characteristic and Survival Expectancy |
title_fullStr | Non-Canonical NF-κB Signaling Stratifies LGG into Subtypes with Distinct Molecular and Cellular Characteristic and Survival Expectancy |
title_full_unstemmed | Non-Canonical NF-κB Signaling Stratifies LGG into Subtypes with Distinct Molecular and Cellular Characteristic and Survival Expectancy |
title_short | Non-Canonical NF-κB Signaling Stratifies LGG into Subtypes with Distinct Molecular and Cellular Characteristic and Survival Expectancy |
title_sort | non-canonical nf-κb signaling stratifies lgg into subtypes with distinct molecular and cellular characteristic and survival expectancy |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8994666/ https://www.ncbi.nlm.nih.gov/pubmed/35411180 http://dx.doi.org/10.2147/IJGM.S347654 |
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