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Multi-Omics Analysis of Glioblastoma and Glioblastoma Cell Line: Molecular Insights Into the Functional Role of GPR56 and TG2 in Mesenchymal Transition
G protein-coupled receptor 56 (GPR56/ADGRG1) is an adhesion GPCR with an essential role in brain development and cancer. Elevated expression of GPR56 was observed in the clinical specimens of Glioblastoma (GBM), a highly invasive primary brain tumor. However, we found the expression to be variable a...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9119646/ https://www.ncbi.nlm.nih.gov/pubmed/35600402 http://dx.doi.org/10.3389/fonc.2022.841890 |
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author | Ganesh, Raksha A. Sonpatki, Pranali Naik, Divya John, Arivusudar Everad Sathe, Gajanan Lakshmikantha, Akhila Chandrachari, Komal Prasad Bauer, Lea Knäuper, Vera Aeschlimann, Daniel Venkatraaman, Krishnan Shah, Nameeta Sirdeshmukh, Ravi |
author_facet | Ganesh, Raksha A. Sonpatki, Pranali Naik, Divya John, Arivusudar Everad Sathe, Gajanan Lakshmikantha, Akhila Chandrachari, Komal Prasad Bauer, Lea Knäuper, Vera Aeschlimann, Daniel Venkatraaman, Krishnan Shah, Nameeta Sirdeshmukh, Ravi |
author_sort | Ganesh, Raksha A. |
collection | PubMed |
description | G protein-coupled receptor 56 (GPR56/ADGRG1) is an adhesion GPCR with an essential role in brain development and cancer. Elevated expression of GPR56 was observed in the clinical specimens of Glioblastoma (GBM), a highly invasive primary brain tumor. However, we found the expression to be variable across the specimens, presumably due to the intratumor heterogeneity of GBM. Therefore, we re-examined GPR56 expression in public domain spatial gene expression data and single-cell expression data for GBM, which revealed that GPR56 expression was high in cellular tumors, infiltrating tumor cells, and proliferating cells, low in microvascular proliferation and peri-necrotic areas of the tumor, especially in hypoxic mesenchymal-like cells. To gain a better understanding of the consequences of GPR56 downregulation in tumor cells and other molecular changes associated with it, we generated a sh-RNA-mediated GPR56 knockdown in the GBM cell line U373 and performed transcriptomics, proteomics, and phospho-proteomics analysis. Our analysis revealed enrichment of gene signatures, pathways, and phosphorylation of proteins potentially associated with mesenchymal (MES) transition in the tumor and concurrent increase in cell invasion and migration behavior of the GPR56 knockdown GBM cells. Interestingly, our analysis also showed elevated expression of Transglutaminase 2 (TG2) - a known interactor of GPR56, in the knockdown cells. The inverse expression of GPR56 and TG2 was also observed in intratumoral, spatial gene expression data for GBM and in GBM cell lines cultured in vitro under hypoxic conditions. Integrating all these observations, we propose a putative functional link between the inverse expression of the two proteins, the hypoxic niche and the mesenchymal status in the tumor. Hypoxia-induced downregulation of GPR56 and activation of TG2 may result in a network of molecular events that contribute to the mesenchymal transition of GBM cells, and we propose a putative model to explain this functional and regulatory relationship of the two proteins. |
format | Online Article Text |
id | pubmed-9119646 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91196462022-05-20 Multi-Omics Analysis of Glioblastoma and Glioblastoma Cell Line: Molecular Insights Into the Functional Role of GPR56 and TG2 in Mesenchymal Transition Ganesh, Raksha A. Sonpatki, Pranali Naik, Divya John, Arivusudar Everad Sathe, Gajanan Lakshmikantha, Akhila Chandrachari, Komal Prasad Bauer, Lea Knäuper, Vera Aeschlimann, Daniel Venkatraaman, Krishnan Shah, Nameeta Sirdeshmukh, Ravi Front Oncol Oncology G protein-coupled receptor 56 (GPR56/ADGRG1) is an adhesion GPCR with an essential role in brain development and cancer. Elevated expression of GPR56 was observed in the clinical specimens of Glioblastoma (GBM), a highly invasive primary brain tumor. However, we found the expression to be variable across the specimens, presumably due to the intratumor heterogeneity of GBM. Therefore, we re-examined GPR56 expression in public domain spatial gene expression data and single-cell expression data for GBM, which revealed that GPR56 expression was high in cellular tumors, infiltrating tumor cells, and proliferating cells, low in microvascular proliferation and peri-necrotic areas of the tumor, especially in hypoxic mesenchymal-like cells. To gain a better understanding of the consequences of GPR56 downregulation in tumor cells and other molecular changes associated with it, we generated a sh-RNA-mediated GPR56 knockdown in the GBM cell line U373 and performed transcriptomics, proteomics, and phospho-proteomics analysis. Our analysis revealed enrichment of gene signatures, pathways, and phosphorylation of proteins potentially associated with mesenchymal (MES) transition in the tumor and concurrent increase in cell invasion and migration behavior of the GPR56 knockdown GBM cells. Interestingly, our analysis also showed elevated expression of Transglutaminase 2 (TG2) - a known interactor of GPR56, in the knockdown cells. The inverse expression of GPR56 and TG2 was also observed in intratumoral, spatial gene expression data for GBM and in GBM cell lines cultured in vitro under hypoxic conditions. Integrating all these observations, we propose a putative functional link between the inverse expression of the two proteins, the hypoxic niche and the mesenchymal status in the tumor. Hypoxia-induced downregulation of GPR56 and activation of TG2 may result in a network of molecular events that contribute to the mesenchymal transition of GBM cells, and we propose a putative model to explain this functional and regulatory relationship of the two proteins. Frontiers Media S.A. 2022-05-03 /pmc/articles/PMC9119646/ /pubmed/35600402 http://dx.doi.org/10.3389/fonc.2022.841890 Text en Copyright © 2022 Ganesh, Sonpatki, Naik, John, Sathe, Lakshmikantha, Chandrachari, Bauer, Knäuper, Aeschlimann, Venkatraaman, Shah and Sirdeshmukh 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 | Oncology Ganesh, Raksha A. Sonpatki, Pranali Naik, Divya John, Arivusudar Everad Sathe, Gajanan Lakshmikantha, Akhila Chandrachari, Komal Prasad Bauer, Lea Knäuper, Vera Aeschlimann, Daniel Venkatraaman, Krishnan Shah, Nameeta Sirdeshmukh, Ravi Multi-Omics Analysis of Glioblastoma and Glioblastoma Cell Line: Molecular Insights Into the Functional Role of GPR56 and TG2 in Mesenchymal Transition |
title | Multi-Omics Analysis of Glioblastoma and Glioblastoma Cell Line: Molecular Insights Into the Functional Role of GPR56 and TG2 in Mesenchymal Transition |
title_full | Multi-Omics Analysis of Glioblastoma and Glioblastoma Cell Line: Molecular Insights Into the Functional Role of GPR56 and TG2 in Mesenchymal Transition |
title_fullStr | Multi-Omics Analysis of Glioblastoma and Glioblastoma Cell Line: Molecular Insights Into the Functional Role of GPR56 and TG2 in Mesenchymal Transition |
title_full_unstemmed | Multi-Omics Analysis of Glioblastoma and Glioblastoma Cell Line: Molecular Insights Into the Functional Role of GPR56 and TG2 in Mesenchymal Transition |
title_short | Multi-Omics Analysis of Glioblastoma and Glioblastoma Cell Line: Molecular Insights Into the Functional Role of GPR56 and TG2 in Mesenchymal Transition |
title_sort | multi-omics analysis of glioblastoma and glioblastoma cell line: molecular insights into the functional role of gpr56 and tg2 in mesenchymal transition |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9119646/ https://www.ncbi.nlm.nih.gov/pubmed/35600402 http://dx.doi.org/10.3389/fonc.2022.841890 |
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