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Association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in TCGA transcriptomic data

BACKGROUND: Immune status in the tumor microenvironment is an important determinant of cancer progression and patient prognosis. Although a higher immune activity is often associated with a better prognosis, this trend is not absolute and differs across cancer types. We aimed to give insights into w...

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Autores principales: Matsuo, Hitoshi, Kamatani, Takashi, Hamba, Yu, Boroevich, Keith A., Tsunoda, Tatsuhiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9078026/
https://www.ncbi.nlm.nih.gov/pubmed/35525921
http://dx.doi.org/10.1186/s12864-022-08586-6
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author Matsuo, Hitoshi
Kamatani, Takashi
Hamba, Yu
Boroevich, Keith A.
Tsunoda, Tatsuhiko
author_facet Matsuo, Hitoshi
Kamatani, Takashi
Hamba, Yu
Boroevich, Keith A.
Tsunoda, Tatsuhiko
author_sort Matsuo, Hitoshi
collection PubMed
description BACKGROUND: Immune status in the tumor microenvironment is an important determinant of cancer progression and patient prognosis. Although a higher immune activity is often associated with a better prognosis, this trend is not absolute and differs across cancer types. We aimed to give insights into why some cancers do not show better survival despite higher immunity by assessing the relationship between different biological factors, including cytotoxicity, and patient prognosis in various cancer types using RNA-seq data collected by The Cancer Genome Atlas. RESULTS: Results showed that a higher immune activity was associated with worse overall survival in patients with uveal melanoma and low-grade glioma, which are cancers of immune-privileged sites. In these cancers, epithelial or endothelial mesenchymal transition and inflammatory state as well as immune activation had a notable negative correlation with patient survival. Further analysis using additional single-cell data of uveal melanoma and glioma revealed that epithelial or endothelial mesenchymal transition was mainly induced in retinal pigment cells or endothelial cells that comprise the blood-retinal and blood-brain barriers, which are unique structures of the eye and central nervous system, respectively. Inflammation was mainly promoted by macrophages, and their infiltration increased significantly in response to immune activation. Furthermore, we found the expression of inflammatory chemokines, particularly CCL5, was strongly correlated with immune activity and associated with poor survival, particularly in these cancers, suggesting that these inflammatory mediators are potential molecular targets for therapeutics. CONCLUSIONS: In uveal melanoma and low-grade glioma, inflammation from macrophages and epithelial or endothelial mesenchymal transition are particularly associated with a poor prognosis. This implies that they loosen the structures of the blood barrier and impair homeostasis and further recruit immune cells, which could result in a feedback loop of additional inflammatory effects leading to runaway conditions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08586-6.
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spelling pubmed-90780262022-05-08 Association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in TCGA transcriptomic data Matsuo, Hitoshi Kamatani, Takashi Hamba, Yu Boroevich, Keith A. Tsunoda, Tatsuhiko BMC Genomics Research BACKGROUND: Immune status in the tumor microenvironment is an important determinant of cancer progression and patient prognosis. Although a higher immune activity is often associated with a better prognosis, this trend is not absolute and differs across cancer types. We aimed to give insights into why some cancers do not show better survival despite higher immunity by assessing the relationship between different biological factors, including cytotoxicity, and patient prognosis in various cancer types using RNA-seq data collected by The Cancer Genome Atlas. RESULTS: Results showed that a higher immune activity was associated with worse overall survival in patients with uveal melanoma and low-grade glioma, which are cancers of immune-privileged sites. In these cancers, epithelial or endothelial mesenchymal transition and inflammatory state as well as immune activation had a notable negative correlation with patient survival. Further analysis using additional single-cell data of uveal melanoma and glioma revealed that epithelial or endothelial mesenchymal transition was mainly induced in retinal pigment cells or endothelial cells that comprise the blood-retinal and blood-brain barriers, which are unique structures of the eye and central nervous system, respectively. Inflammation was mainly promoted by macrophages, and their infiltration increased significantly in response to immune activation. Furthermore, we found the expression of inflammatory chemokines, particularly CCL5, was strongly correlated with immune activity and associated with poor survival, particularly in these cancers, suggesting that these inflammatory mediators are potential molecular targets for therapeutics. CONCLUSIONS: In uveal melanoma and low-grade glioma, inflammation from macrophages and epithelial or endothelial mesenchymal transition are particularly associated with a poor prognosis. This implies that they loosen the structures of the blood barrier and impair homeostasis and further recruit immune cells, which could result in a feedback loop of additional inflammatory effects leading to runaway conditions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08586-6. BioMed Central 2022-05-07 /pmc/articles/PMC9078026/ /pubmed/35525921 http://dx.doi.org/10.1186/s12864-022-08586-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Matsuo, Hitoshi
Kamatani, Takashi
Hamba, Yu
Boroevich, Keith A.
Tsunoda, Tatsuhiko
Association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in TCGA transcriptomic data
title Association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in TCGA transcriptomic data
title_full Association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in TCGA transcriptomic data
title_fullStr Association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in TCGA transcriptomic data
title_full_unstemmed Association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in TCGA transcriptomic data
title_short Association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in TCGA transcriptomic data
title_sort association between high immune activity and worse prognosis in uveal melanoma and low-grade glioma in tcga transcriptomic data
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9078026/
https://www.ncbi.nlm.nih.gov/pubmed/35525921
http://dx.doi.org/10.1186/s12864-022-08586-6
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