Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea.
Macrogen Inc., 10F, World Meridian Venture Center, #254 Beotkkot-Ro, Geumcheon-Gu, Seoul, 08511, Republic of Korea.
Immunol Res. 2024 Oct;72(5):921-937. doi: 10.1007/s12026-024-09478-5. Epub 2024 Aug 8.
Single-cell RNA sequencing (scRNA-seq) has contributed to understanding cellular heterogeneity and immune profiling in cancer. The aim of the study was to investigate gene expression and immune profiling in colorectal cancer (CRC) using scRNA-seq. We analyzed single-cell gene expression and T cell receptor (TCR) sequences in 30 pairs of CRC and matched normal tissue. Intratumoral lymphocytes were measured with digital image analysis. CRC had more T cells, epithelial cells, and myeloid cells than normal colorectal tissue. CRCs with microsatellite instability had more abundant T cells than those without microsatellite instability. Immune cell compositions of CRC and normal colorectal tissue were inversely correlated. CD4 + or CD8 + proliferating T cells, CD4 + effector memory T cells, CD8 + naïve T cells, and regulatory T cells of CRC showed higher TCR clonal expansion. Tumor epithelial cells interacted with immune cells more strongly than normal. T cells, myeloid cells, and fibroblasts from CRCs of expanded T cell clonotypes showed increased expression of genes related to TNF and NFKB signaling and T cell activation. CRCs of expanded T cell clonotypes also showed stronger cellular interactions among immune cells, fibroblasts, and endothelial cells. Pro-inflammatory CXCL and TNF signaling were activated in CRCs of expanded T cell clonotype. In conclusion, scRNA-seq analysis revealed different immune cell compositions, differential gene expression, and diverse TCR clonotype dynamics in CRC. TCR clonality expansion is associated with immune activation through T cell signaling and chemokine signaling. Patients with CRCs of expanded clonotype can be promising candidates for immunotherapy.
单细胞 RNA 测序 (scRNA-seq) 有助于理解癌症中的细胞异质性和免疫特征。本研究旨在通过 scRNA-seq 研究结直肠癌 (CRC) 的基因表达和免疫特征。我们分析了 30 对 CRC 和匹配的正常组织中的单细胞基因表达和 T 细胞受体 (TCR) 序列。使用数字图像分析测量肿瘤内淋巴细胞。CRC 中的 T 细胞、上皮细胞和髓样细胞多于正常结直肠组织。具有微卫星不稳定性的 CRC 比没有微卫星不稳定性的 CRC 具有更多的 T 细胞。CRC 和正常结直肠组织的免疫细胞组成呈负相关。CRC 的 CD4+或 CD8+增殖 T 细胞、CD4+效应记忆 T 细胞、CD8+幼稚 T 细胞和调节性 T 细胞表现出更高的 TCR 克隆扩增。肿瘤上皮细胞与免疫细胞的相互作用强于正常上皮细胞。来自 TCR 克隆扩增的 CRC 的 T 细胞、髓样细胞和成纤维细胞表现出与 TNF 和 NFKB 信号转导和 T 细胞激活相关的基因表达增加。来自 TCR 克隆扩增的 CRC 的免疫细胞、成纤维细胞和内皮细胞之间也表现出更强的细胞相互作用。扩增的 T 细胞克隆型的 CRC 中促炎 CXCL 和 TNF 信号被激活。总之,scRNA-seq 分析揭示了 CRC 中不同的免疫细胞组成、差异基因表达和不同的 TCR 克隆型动态。TCR 克隆性扩增与通过 T 细胞信号和趋化因子信号激活的免疫激活有关。TCR 克隆型扩增的 CRC 患者可能是免疫治疗的有前途的候选者。