Yang Jingrong, Wu Bo, Li Guo, Zhang Chenxi, Xie Yongwei, Kong Wencui, Zeng Zhiyong
Department of Cardiothoracic Surgery, The 900th Hospital of Joint Logistic Support Force, PLA, Fuzhou, 350025, China.
Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, 350122, China.
Heliyon. 2024 Sep 18;10(19):e38091. doi: 10.1016/j.heliyon.2024.e38091. eCollection 2024 Oct 15.
We sought to reveal the landscape of epithelial cell subpopulations in the human esophageal squamous cell carcinoma microenvironment and investigate their parts on esophageal squamous carcinoma (ESCC) development.
Epithelial cells play an important role in the occurrence and development of ESCC through multiple mechanisms. While the landscape of epithelial cell subpopulations in ESCC, remains unclear.
Exploring the role of epithelial cell subpopulations in ESCC progression.
Seurat R package was used for single-cell RNA sequencing (scRNA-seq) data filtering, dimensionality reduction, clustering and differentially expressed genes analysis. Cellmarker database was adopted for cell cluster annotation. Functional enrichment analysis was carried out by Gene Ontology (GO) analysis. InferCNV package was conducted for copy number variation (CNV) of epithelial cell subpopulations in all chromosomal regions. Pseudotime trajectory analysis was implemented for exploring differentiation trajectory of epithelial cells subgroups during the cancer progression. CellChat analysis was used for probing the interactions between epithelial cells and NK/T cells. cellular experiments were performed using Quantitative Real-Time Polymerase Chain Reaction (RT-qPCR), Wound-Healing Assay and transwell.
11 major cell subpopulations were identified in ESCC and adjunct tissues. Further reclassification of epithelial cells uncovered 4 subpopulations. Enrichment analysis revealed that highly expressed genes in 4 epithelial cell subpopulations were related to cell proliferation, immune response and angiogenesis. CNV analysis found that UBD + epithelial cells and GAS2L3+ epithelial cells had a higher proportion of CNV. Cell differentiation trajectories disclosed that KRT6C+ and GSTA1+ epithelial cells were in an intermediate state of differentiation, while UBD+ and GAS2L3+ epithelial cells are in an end state of differentiation during ESCC progression. Finally, we found that four epithelial cell subpopulations all inhibited NK/T cells through NECTIN2-TIGIT and CLEC2B-KLRB1. Low ATF3 and DDIT3 mRNA expression inhibited ESCC cell migration and invasion.
Here, we obtained a through epithelial cell atlas of ESCC at single-cell resolution, explored the role of epithelial cell in ESCC progression, and unveiled immunosuppressive signals to NK/T cells in promoting ESCC. Our findings expand the comprehension of epithelial cells and offer a theoretical guidance for future anti-epithelial cell treatment of ESCC.
我们试图揭示人类食管鳞状细胞癌微环境中上皮细胞亚群的全貌,并研究它们在食管鳞状细胞癌(ESCC)发生发展中的作用。
上皮细胞通过多种机制在ESCC的发生和发展中发挥重要作用。然而,ESCC中上皮细胞亚群的全貌仍不清楚。
探索上皮细胞亚群在ESCC进展中的作用。
使用Seurat R包进行单细胞RNA测序(scRNA-seq)数据过滤、降维、聚类和差异表达基因分析。采用Cellmarker数据库进行细胞簇注释。通过基因本体(GO)分析进行功能富集分析。使用InferCNV包分析所有染色体区域上皮细胞亚群的拷贝数变异(CNV)。实施伪时间轨迹分析以探索癌症进展过程中上皮细胞亚组的分化轨迹。使用CellChat分析来探究上皮细胞与NK/T细胞之间的相互作用。使用定量实时聚合酶链反应(RT-qPCR)、伤口愈合试验和Transwell进行细胞实验。
在ESCC及癌旁组织中鉴定出11个主要细胞亚群。对上皮细胞的进一步重新分类发现了4个亚群。富集分析表明,4个上皮细胞亚群中高表达的基因与细胞增殖、免疫反应和血管生成有关。CNV分析发现,UBD+上皮细胞和GAS2L3+上皮细胞的CNV比例较高。细胞分化轨迹显示,在ESCC进展过程中,KRT6C+和GSTA1+上皮细胞处于分化中间状态,而UBD+和GAS2L3+上皮细胞处于分化终末状态。最后,我们发现四个上皮细胞亚群均通过NECTIN2-TIGIT和CLEC2B-KLRB1抑制NK/T细胞。低水平的ATF3和DDIT3 mRNA表达抑制ESCC细胞的迁移和侵袭。
在此,我们以单细胞分辨率获得了一份全面的ESCC上皮细胞图谱,探索了上皮细胞在ESCC进展中的作用,并揭示了其促进ESCC过程中对NK/T细胞的免疫抑制信号。我们的研究结果扩展了对上皮细胞的理解,并为未来ESCC的抗上皮细胞治疗提供了理论指导。