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Immunological profiles of human oligodendrogliomas define two distinct molecular subtypes
BACKGROUND: Human oligodendroglioma presents as a heterogeneous disease, primarily characterized by the isocitrate dehydrogenase (IDH) mutation and 1p/19q co-deletion. Therapy development for this tumor is hindered by incomplete knowledge of somatic driving alterations and suboptimal disease classif...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9772571/ https://www.ncbi.nlm.nih.gov/pubmed/36525723 http://dx.doi.org/10.1016/j.ebiom.2022.104410 |
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author | Wu, Fan Yin, Yi-Yun Fan, Wen-Hua Zhai, You Yu, Ming-Chen Wang, Di Pan, Chang-Qing Zhao, Zheng Li, Guan-Zhang Zhang, Wei |
author_facet | Wu, Fan Yin, Yi-Yun Fan, Wen-Hua Zhai, You Yu, Ming-Chen Wang, Di Pan, Chang-Qing Zhao, Zheng Li, Guan-Zhang Zhang, Wei |
author_sort | Wu, Fan |
collection | PubMed |
description | BACKGROUND: Human oligodendroglioma presents as a heterogeneous disease, primarily characterized by the isocitrate dehydrogenase (IDH) mutation and 1p/19q co-deletion. Therapy development for this tumor is hindered by incomplete knowledge of somatic driving alterations and suboptimal disease classification. We herein aim to identify intrinsic molecular subtypes through integrated analysis of transcriptome, genome and methylome. METHODS: 137 oligodendroglioma patients from the Cancer Genome Atlas (TCGA) dataset were collected for unsupervised clustering analysis of immune gene expression profiles and comparative analysis of genome and methylome. Two independent datasets containing 218 patients were used for validation. FINDINGS: We identified and independently validated two reproducible subtypes associated with distinct molecular characteristics and clinical outcomes. The proliferative subtype, named Oligo1, was characterized by more tumors of CNS WHO grade 3, as well as worse prognosis compared to the Oligo2 subtype. Besides the clinicopathologic features, Oligo1 exhibited enrichment of cell proliferation, regulation of cell cycle and Wnt signaling pathways, and significantly altered genes, such as EGFR, NOTCH1 and MET. In contrast, Oligo2, with favorable outcome, presented increased activation of immune response and metabolic process. Higher T cell/APC co-inhibition and inhibitory checkpoint levels were observed in Oligo2 tumors. Finally, multivariable analysis revealed our classification was an independent prognostic factor in oligodendrogliomas, and the robustness of these molecular subgroups was verified in the validation cohorts. INTERPRETATION: This study provides further insights into patient stratification as well as presents opportunities for therapeutic development in human oligodendrogliomas. FUNDING: The funders are listed in the Acknowledgement. |
format | Online Article Text |
id | pubmed-9772571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-97725712022-12-23 Immunological profiles of human oligodendrogliomas define two distinct molecular subtypes Wu, Fan Yin, Yi-Yun Fan, Wen-Hua Zhai, You Yu, Ming-Chen Wang, Di Pan, Chang-Qing Zhao, Zheng Li, Guan-Zhang Zhang, Wei eBioMedicine Articles BACKGROUND: Human oligodendroglioma presents as a heterogeneous disease, primarily characterized by the isocitrate dehydrogenase (IDH) mutation and 1p/19q co-deletion. Therapy development for this tumor is hindered by incomplete knowledge of somatic driving alterations and suboptimal disease classification. We herein aim to identify intrinsic molecular subtypes through integrated analysis of transcriptome, genome and methylome. METHODS: 137 oligodendroglioma patients from the Cancer Genome Atlas (TCGA) dataset were collected for unsupervised clustering analysis of immune gene expression profiles and comparative analysis of genome and methylome. Two independent datasets containing 218 patients were used for validation. FINDINGS: We identified and independently validated two reproducible subtypes associated with distinct molecular characteristics and clinical outcomes. The proliferative subtype, named Oligo1, was characterized by more tumors of CNS WHO grade 3, as well as worse prognosis compared to the Oligo2 subtype. Besides the clinicopathologic features, Oligo1 exhibited enrichment of cell proliferation, regulation of cell cycle and Wnt signaling pathways, and significantly altered genes, such as EGFR, NOTCH1 and MET. In contrast, Oligo2, with favorable outcome, presented increased activation of immune response and metabolic process. Higher T cell/APC co-inhibition and inhibitory checkpoint levels were observed in Oligo2 tumors. Finally, multivariable analysis revealed our classification was an independent prognostic factor in oligodendrogliomas, and the robustness of these molecular subgroups was verified in the validation cohorts. INTERPRETATION: This study provides further insights into patient stratification as well as presents opportunities for therapeutic development in human oligodendrogliomas. FUNDING: The funders are listed in the Acknowledgement. Elsevier 2022-12-14 /pmc/articles/PMC9772571/ /pubmed/36525723 http://dx.doi.org/10.1016/j.ebiom.2022.104410 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Wu, Fan Yin, Yi-Yun Fan, Wen-Hua Zhai, You Yu, Ming-Chen Wang, Di Pan, Chang-Qing Zhao, Zheng Li, Guan-Zhang Zhang, Wei Immunological profiles of human oligodendrogliomas define two distinct molecular subtypes |
title | Immunological profiles of human oligodendrogliomas define two distinct molecular subtypes |
title_full | Immunological profiles of human oligodendrogliomas define two distinct molecular subtypes |
title_fullStr | Immunological profiles of human oligodendrogliomas define two distinct molecular subtypes |
title_full_unstemmed | Immunological profiles of human oligodendrogliomas define two distinct molecular subtypes |
title_short | Immunological profiles of human oligodendrogliomas define two distinct molecular subtypes |
title_sort | immunological profiles of human oligodendrogliomas define two distinct molecular subtypes |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9772571/ https://www.ncbi.nlm.nih.gov/pubmed/36525723 http://dx.doi.org/10.1016/j.ebiom.2022.104410 |
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