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Monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer
BACKGROUND: Although lipid metabolism has been proven to play a key role in the development of cancer, its significance in uveal melanoma (UM) has not yet been elucidated in the available literature. METHODS: To identify the expression patterns of lipid metabolism in 80 UM patients from the TCGA dat...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076602/ https://www.ncbi.nlm.nih.gov/pubmed/37033945 http://dx.doi.org/10.3389/fimmu.2023.1161960 |
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author | Tan, Yao Pan, Juan Deng, Zhenjun Chen, Tao Xia, Jinquan Liu, Ziling Zou, Chang Qin, Bo |
author_facet | Tan, Yao Pan, Juan Deng, Zhenjun Chen, Tao Xia, Jinquan Liu, Ziling Zou, Chang Qin, Bo |
author_sort | Tan, Yao |
collection | PubMed |
description | BACKGROUND: Although lipid metabolism has been proven to play a key role in the development of cancer, its significance in uveal melanoma (UM) has not yet been elucidated in the available literature. METHODS: To identify the expression patterns of lipid metabolism in 80 UM patients from the TCGA database, 47 genes involved in lipid metabolism were analyzed. Consensus clustering revealed two distinct molecular groups. ESTIMATE, TIMER, and ssGSEA analyses were done to identify the differences between the two subgroups in tumor microenvironment (TME) and immune state. Using Cox regression and Lasso regression analysis, a risk model based on differentially expressed genes (DEGs) was developed. To validate the expression of monoacylglycerol lipase (MGLL) and immune infiltration in diverse malignancies, a pan-cancer cohort from the UCSC database was utilized. Next, a single-cell sequencing analysis on UM patients from the GEO data was used to characterize the lipid metabolism in TME and the role of MGLL in UM. Finally, in vitro investigations were utilized to study the involvement of MGLL in UM. RESULTS: Two molecular subgroups of UM patients have considerably varied survival rates. The majority of DEGs between the two subgroups were associated with immune-related pathways. Low immune scores, high tumor purity, a low number of immune infiltrating cells, and a comparatively low immunological state were associated with a more favorable prognosis. An examination of GO and KEGG data demonstrated that the risk model based on genes involved with lipid metabolism can accurately predict survival in patients with UM. It has been demonstrated that MGLL, a crucial gene in this paradigm, promotes the proliferation, invasion, and migration of UM cells. In addition, we discovered that MGLL is strongly expressed in macrophages, specifically M2 macrophages, which may play a function in the M2 polarization of macrophages and M2 macrophage activation in cancer cells. CONCLUSION: This study demonstrates that the risk model based on lipid metabolism may be useful for predicting the prognosis of patients with UM. By promoting macrophage M2 polarization, MGLL contributes to the evolution of malignancy in UM, suggesting that it may be a therapeutic target for UM. |
format | Online Article Text |
id | pubmed-10076602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100766022023-04-07 Monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer Tan, Yao Pan, Juan Deng, Zhenjun Chen, Tao Xia, Jinquan Liu, Ziling Zou, Chang Qin, Bo Front Immunol Immunology BACKGROUND: Although lipid metabolism has been proven to play a key role in the development of cancer, its significance in uveal melanoma (UM) has not yet been elucidated in the available literature. METHODS: To identify the expression patterns of lipid metabolism in 80 UM patients from the TCGA database, 47 genes involved in lipid metabolism were analyzed. Consensus clustering revealed two distinct molecular groups. ESTIMATE, TIMER, and ssGSEA analyses were done to identify the differences between the two subgroups in tumor microenvironment (TME) and immune state. Using Cox regression and Lasso regression analysis, a risk model based on differentially expressed genes (DEGs) was developed. To validate the expression of monoacylglycerol lipase (MGLL) and immune infiltration in diverse malignancies, a pan-cancer cohort from the UCSC database was utilized. Next, a single-cell sequencing analysis on UM patients from the GEO data was used to characterize the lipid metabolism in TME and the role of MGLL in UM. Finally, in vitro investigations were utilized to study the involvement of MGLL in UM. RESULTS: Two molecular subgroups of UM patients have considerably varied survival rates. The majority of DEGs between the two subgroups were associated with immune-related pathways. Low immune scores, high tumor purity, a low number of immune infiltrating cells, and a comparatively low immunological state were associated with a more favorable prognosis. An examination of GO and KEGG data demonstrated that the risk model based on genes involved with lipid metabolism can accurately predict survival in patients with UM. It has been demonstrated that MGLL, a crucial gene in this paradigm, promotes the proliferation, invasion, and migration of UM cells. In addition, we discovered that MGLL is strongly expressed in macrophages, specifically M2 macrophages, which may play a function in the M2 polarization of macrophages and M2 macrophage activation in cancer cells. CONCLUSION: This study demonstrates that the risk model based on lipid metabolism may be useful for predicting the prognosis of patients with UM. By promoting macrophage M2 polarization, MGLL contributes to the evolution of malignancy in UM, suggesting that it may be a therapeutic target for UM. Frontiers Media S.A. 2023-03-23 /pmc/articles/PMC10076602/ /pubmed/37033945 http://dx.doi.org/10.3389/fimmu.2023.1161960 Text en Copyright © 2023 Tan, Pan, Deng, Chen, Xia, Liu, Zou and Qin 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 Tan, Yao Pan, Juan Deng, Zhenjun Chen, Tao Xia, Jinquan Liu, Ziling Zou, Chang Qin, Bo Monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer |
title | Monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer |
title_full | Monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer |
title_fullStr | Monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer |
title_full_unstemmed | Monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer |
title_short | Monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer |
title_sort | monoacylglycerol lipase regulates macrophage polarization and cancer progression in uveal melanoma and pan-cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076602/ https://www.ncbi.nlm.nih.gov/pubmed/37033945 http://dx.doi.org/10.3389/fimmu.2023.1161960 |
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