2022
DOI: 10.3389/fgene.2022.867880
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Breaking the Immune Complexity of the Tumor Microenvironment Using Single-Cell Technologies

Abstract: Tumors are not a simple aggregate of transformed cells but rather a complicated ecosystem containing various components, including infiltrating immune cells, tumor-related stromal cells, endothelial cells, soluble factors, and extracellular matrix proteins. Profiling the immune contexture of this intricate framework is now mandatory to develop more effective cancer therapies and precise immunotherapeutic approaches by identifying exact targets or predictive biomarkers, respectively. Conventional technologies a… Show more

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Cited by 5 publications
(3 citation statements)
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“…Last-generation technologies (such as sc-RNA-seq and CYTOF) dramatically improved our current understanding of myeloid cell ontogeny and functional polarisation in cancer [ 61 , 62 ] and other pathologies. To solve the myeloid-cell puzzle, Sanin and colleagues established a predictive macrophage activation model across 12 tissues and 25 biological conditions, in mice, and identified shared and unique functional pathways [ 63 ].…”
Section: Myeloid Cells In Tumour Microenvironmentmentioning
confidence: 99%
“…Last-generation technologies (such as sc-RNA-seq and CYTOF) dramatically improved our current understanding of myeloid cell ontogeny and functional polarisation in cancer [ 61 , 62 ] and other pathologies. To solve the myeloid-cell puzzle, Sanin and colleagues established a predictive macrophage activation model across 12 tissues and 25 biological conditions, in mice, and identified shared and unique functional pathways [ 63 ].…”
Section: Myeloid Cells In Tumour Microenvironmentmentioning
confidence: 99%
“…Other consequences of such crosstalk are reflected in tumor growth maintenance, metastasis formation, deficient immunotherapeutic response and multi-drug resistance ( 32 35 ). Although single cell transcriptome analyses have been extensively used to study the relationship between TME and immunotherapy response, it remains unclear how cancer cells and host tissues differentially influence the immune composition within TME ( 36 38 ). Moreover, there is a lack of effective predictive biomarkers, making it difficult to accurately grasp the effect of immunotherapy ( 39 , 40 ).…”
Section: Tumour Immune Microenvironment Reshapes the Current Transcri...mentioning
confidence: 99%
“… 15 Several radiographic response criteria have since been developed that incorporate these response patterns, allowing for more accurate assessments of the clinical response to cancer immunotherapy. 15 In addition, researchers have made rapid progress in understanding tumor heterogeneity and immune escape through new technologies such as single-cell sequencing 16 17 and spatial transcriptomics, 18–20 among others. These studies provided insights leading to a more comprehensive understanding of the diverse spatial composition of the tumor microenvironment (TME) and to more refined genotypic and phenotypic characterization of distinct classes of immune cells and their activated and/or suppressed states.…”
Section: Introductionmentioning
confidence: 99%