Single-Cell Omics in Dissecting Immune Microenvironment of Malignant Gliomas—Challenges and Perspectives

Single-cell technologies allow precise identification of tumor composition at the single-cell level, providing high-resolution insights into the intratumoral heterogeneity and transcriptional activity of cells in the tumor microenvironment (TME) that previous approaches failed to capture. Malignant...

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Main Authors: Bozena Kaminska, Natalia Ochocka, Pawel Segit
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Cells
Subjects:
Online Access:https://www.mdpi.com/2073-4409/10/9/2264
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author Bozena Kaminska
Natalia Ochocka
Pawel Segit
author_facet Bozena Kaminska
Natalia Ochocka
Pawel Segit
author_sort Bozena Kaminska
collection DOAJ
description Single-cell technologies allow precise identification of tumor composition at the single-cell level, providing high-resolution insights into the intratumoral heterogeneity and transcriptional activity of cells in the tumor microenvironment (TME) that previous approaches failed to capture. Malignant gliomas, the most common primary brain tumors in adults, are genetically heterogeneous and their TME consists of various stromal and immune cells playing an important role in tumor progression and responses to therapies. Previous gene expression or immunocytochemical studies of immune cells infiltrating TME of malignant gliomas failed to dissect their functional phenotypes. Single-cell RNA sequencing (scRNA-seq) and cytometry by time-of-flight (CyTOF) are powerful techniques allowing quantification of whole transcriptomes or >30 protein targets in individual cells. Both methods provide unprecedented resolution of TME. We summarize the findings from these studies and the current state of knowledge of a functional diversity of immune infiltrates in malignant gliomas with different genetic alterations. A precise definition of functional phenotypes of myeloid and lymphoid cells might be essential for designing effective immunotherapies. Single-cell omics studies have identified crucial cell subpopulations and signaling pathways that promote tumor progression, influence patient survival or make tumors vulnerable to immunotherapy. We anticipate that the widespread usage of single-cell omics would allow rational design of oncoimmunotherapeutics.
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spelling doaj.art-1033f135001647139277fb7d261f371d2023-11-22T12:23:21ZengMDPI AGCells2073-44092021-08-01109226410.3390/cells10092264Single-Cell Omics in Dissecting Immune Microenvironment of Malignant Gliomas—Challenges and PerspectivesBozena Kaminska0Natalia Ochocka1Pawel Segit2Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, 02-093 Warsaw, PolandLaboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, 02-093 Warsaw, PolandLaboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, 02-093 Warsaw, PolandSingle-cell technologies allow precise identification of tumor composition at the single-cell level, providing high-resolution insights into the intratumoral heterogeneity and transcriptional activity of cells in the tumor microenvironment (TME) that previous approaches failed to capture. Malignant gliomas, the most common primary brain tumors in adults, are genetically heterogeneous and their TME consists of various stromal and immune cells playing an important role in tumor progression and responses to therapies. Previous gene expression or immunocytochemical studies of immune cells infiltrating TME of malignant gliomas failed to dissect their functional phenotypes. Single-cell RNA sequencing (scRNA-seq) and cytometry by time-of-flight (CyTOF) are powerful techniques allowing quantification of whole transcriptomes or >30 protein targets in individual cells. Both methods provide unprecedented resolution of TME. We summarize the findings from these studies and the current state of knowledge of a functional diversity of immune infiltrates in malignant gliomas with different genetic alterations. A precise definition of functional phenotypes of myeloid and lymphoid cells might be essential for designing effective immunotherapies. Single-cell omics studies have identified crucial cell subpopulations and signaling pathways that promote tumor progression, influence patient survival or make tumors vulnerable to immunotherapy. We anticipate that the widespread usage of single-cell omics would allow rational design of oncoimmunotherapeutics.https://www.mdpi.com/2073-4409/10/9/2264malignant gliomasglioma heterogeneityglioma associated microglia/macrophagestumor infiltrating lymphocytessingle-cell RNA sequencingmass cytometry
spellingShingle Bozena Kaminska
Natalia Ochocka
Pawel Segit
Single-Cell Omics in Dissecting Immune Microenvironment of Malignant Gliomas—Challenges and Perspectives
Cells
malignant gliomas
glioma heterogeneity
glioma associated microglia/macrophages
tumor infiltrating lymphocytes
single-cell RNA sequencing
mass cytometry
title Single-Cell Omics in Dissecting Immune Microenvironment of Malignant Gliomas—Challenges and Perspectives
title_full Single-Cell Omics in Dissecting Immune Microenvironment of Malignant Gliomas—Challenges and Perspectives
title_fullStr Single-Cell Omics in Dissecting Immune Microenvironment of Malignant Gliomas—Challenges and Perspectives
title_full_unstemmed Single-Cell Omics in Dissecting Immune Microenvironment of Malignant Gliomas—Challenges and Perspectives
title_short Single-Cell Omics in Dissecting Immune Microenvironment of Malignant Gliomas—Challenges and Perspectives
title_sort single cell omics in dissecting immune microenvironment of malignant gliomas challenges and perspectives
topic malignant gliomas
glioma heterogeneity
glioma associated microglia/macrophages
tumor infiltrating lymphocytes
single-cell RNA sequencing
mass cytometry
url https://www.mdpi.com/2073-4409/10/9/2264
work_keys_str_mv AT bozenakaminska singlecellomicsindissectingimmunemicroenvironmentofmalignantgliomaschallengesandperspectives
AT nataliaochocka singlecellomicsindissectingimmunemicroenvironmentofmalignantgliomaschallengesandperspectives
AT pawelsegit singlecellomicsindissectingimmunemicroenvironmentofmalignantgliomaschallengesandperspectives