Theranostics · 2022 · 148 citations · 51 references
Life SciencesImmunologyOncologyMolecular OncologyTranscriptomicsTumor MicroenvironmentCancer TranscriptomicsMolecular Tumor ProfilingNext-generation Sequencing In OncologySingle-cell AnalysisSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsCd8 Positive T CellsExhaustion MarkersImmunosuppressive MicroenvironmentIntercellular Communication NetworksSingle-cell BiomarkersSingle-cell Cancer GenomicsSingle-cell Rna SequencingSingle-cell Transcriptomic Communication Analysis
Background: Gastric cancer remains the third most common cause of cancer-related death worldwide. The development of novel therapeutic strategies for gastric cancer requires a deep understanding of the tumor cells and microenvironment of gastric cancer. Methods: We performed the single-cell RNA sequencing (scRNA-seq) on nine untreated non-metastatic gastric cancer patients. The transcriptomic atlas and ligand-receptor-based intercellular communication networks of the single cells were characterized. Results: Here, we profiled the transcriptomes of 47,304 cells from nine patients with gastric cancer. Tregs cells were significantly enriched in the gastric tumor tissues with increased expression of immune suppression related genes, which suggest a more immunosuppressive microenvironment. We also observed the absence of separate exhausted CD8+ T cell cluster, and the low expression level of exhaustion markers PDCD1, CTLA4, HAVCR2, LAG-3, and TIGIT in those specific cells. These may serve as molecular-level evidence for the limited benefit of immunotherapy among gastric cancer patients. In addition, we found ACKR1 specifically expressed in tumor endothelial cells, associated with poor prognosis in the cohort data and potentially provided a novel target of gastric cancer treatment. Furthermore, the tight interaction between endothelial cells and fibroblast implied the important roles of fibroblast in tumor angiogenesis and the maintenance of tumor vasculature.
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Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks
Paul Shannon, Andrew Markiel, Owen Ozier et al. · Genome Research · 2003 · 54.3K citations · Full text