4.6 Article

Single-Cell Transcriptomics Reveals the Complexity of the Tumor Microenvironment of Treatment-Naive Osteosarcoma

Journal

FRONTIERS IN ONCOLOGY
Volume 11, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fonc.2021.709210

Keywords

single-cell RNA sequencing; tumor microenvironment; naive osteosarcoma; heterogeneity; osteolysis

Categories

Funding

  1. Guangxi Key Laboratory of Genomics and Personalized Medicine
  2. Guangxi Key RD Program [AB17292073]
  3. Nanning Scientific Research and Technology Development Plan [20183012]
  4. National Natural Science Foundation of China [81960768]
  5. Natural Science Foundation of Guangxi Province [2020GXNSFAA259088]
  6. Guangxi Key Laboratory of Genomics and Personalized Medicine open project [GXGPMC201903]
  7. Guangxi Natural Science Foundation of Youth Science Foundation project [2017GXNSFBA198098]
  8. Youth Science and Technology Project of the First Affiliated Hospital of Guangxi Medical University [201903038]
  9. First Affiliated Hospital of Guangxi Medical University

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This study identified different cellular subtypes and key transcription factors associated with survival prognosis in osteosarcoma (OS) through single-cell RNA sequencing. Moreover, it revealed the mechanisms by which osteoblastic OS cells regulate osteolysis and angiogenesis, impacting survival prognosis. Furthermore, the study highlighted the potential of immunotherapy targeting CD8(+) T cells and macrophages for OS treatment.
Osteosarcoma (OS), which occurs most commonly in adolescents, is associated with a high degree of malignancy and poor prognosis. In order to develop an accurate treatment for OS, a deeper understanding of its complex tumor microenvironment (TME) is required. In the present study, tissues were isolated from six patients with OS, and then subjected to single-cell RNA sequencing (scRNA-seq) using a 10x Genomics platform. Multiplex immunofluorescence staining was subsequently used to validate the subsets identified by scRNA-seq. ScRNA-seq of six patients with OS was performed prior to neoadjuvant chemotherapy, and data were obtained on 29,278 cells. A total of nine major cell types were identified, and the single-cell transcriptional map of OS was subsequently revealed. Identified osteoblastic OS cells were divided into five subsets, and the subsets of those osteoblastic OS cells with significant prognostic correlation were determined using a deconvolution algorithm. Thereby, different transcription patterns in the cellular subtypes of osteoblastic OS cells were reported, and key transcription factors associated with survival prognosis were identified. Furthermore, the regulation of osteolysis by osteoblastic OS cells via receptor activator of nuclear factor kappa-B ligand was revealed. Furthermore, the role of osteoblastic OS cells in regulating angiogenesis through vascular endothelial growth factor-A was revealed. C3_TXNIP+ macrophages and C5_IFIT1(+) macrophages were found to regulate regulatory T cells and participate in CD8(+) T cell exhaustion, illustrating the possibility of immunotherapy that could target CD8(+) T cells and macrophages. Our findings here show that the role of C1_osteoblastic OS cells in OS is to promote osteolysis and angiogenesis, and this is associated with survival prognosis. In addition, T cell depletion is an important feature of OS. More importantly, the present study provided a valuable resource for the in-depth study of the heterogeneity of the OS TME.

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