Cancers · 2025 · 15 citations · 67 references
MedicineImmunologyOncologyMolecular OncologyTumor ImmunologyTumor MicroenvironmentBone TumorsCancer ProgressionCancer TranscriptomicsMolecular Tumor ProfilingTumor Immune MicroenvironmentTumor ImmunopathologyImmune Microenvironment AnalysisImmune Microenvironment GenomicsImmunosuppressive MicroenvironmentNf-κb SignalingSingle-cell Rna SequencingTranscriptomic ValidationTumor Microenvironment CommunicationTumor-bone Microenvironment
Background/Objectives: Osteosarcoma is the most common malignant bone tumor in children, characterized by a high degree of genomic instability, resulting in copy number alterations and genomic rearrangements without disease-defining recurrent mutations. Clinical trials based on molecular characterization have failed to find new effective therapies or improve outcomes over the last 40 years. Methods: To better understand the immune microenvironment of osteosarcoma, we performed single-cell RNA sequencing on six tumor biopsy samples, combined with a previously published cohort of six samples. Additional osteosarcoma samples were profiled using spatial transcriptomics for the validation of discovered subtypes and to add spatial context. Results: Analysis revealed immunosuppressive cells, including myeloid-derived suppressor cells (MDSCs), regulatory and exhausted T cells, and LAMP3+ dendritic cells. Conclusions: Using cell–cell communication modeling, we identified robust interactions between MDSCs and other cells, leading to NF-κB upregulation and an immunosuppressive microenvironment, as well as interactions involving regulatory T cells and osteosarcoma cells that promoted tumor progression and a proangiogenic niche.
67
Comprehensive Integration of Single-Cell Data
Tim Stuart, Andrew Butler, Paul Hoffman et al. · Cell · 2019 · 16.9K citations · Full text
Integrated analysis of multimodal single-cell data
Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text
Fast, sensitive and accurate integration of single-cell data with Harmony
Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text
Massively parallel digital transcriptional profiling of single cells
Grace Zheng, Jessica M. Terry, Phillip Belgrader et al. · Nature Communications · 2017 · 7.8K citations · Full text
From Louvain to Leiden: guaranteeing well-connected communities
Nees Jan van Eck · Scientific Reports · 2019 · 5.2K citations · Full text