He Xiao-Yu, Que Liu-Yi, Yang Fan, Feng Yi, Ren Dong, Song Xiang
Department of Oncology, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China.
Department of Orthopedic Surgery, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China.
J Bone Oncol. 2024 May 8;46:100604. doi: 10.1016/j.jbo.2024.100604. eCollection 2024 Jun.
Osteosarcoma (OS), a malignant tumor, originates from the bone marrow. Currently, treatment for OS remains limited, making it urgent to understand the immune response in the tumor microenvironment of patients with OS. A comprehensive bioinformatics analysis was performed, including cell clustering subgroups, differential expression genes screening, proposed temporal order, and genomic variant analysis on single-cell RNA-sequencing data, from ten pre-chemotherapy patients and eleven post-chemotherapy patients. Subsequently, we analyzed the differentiation trajectories of osteoblasts, osteoclasts, fibroblasts, myeloid cells, and tumor-infiltrating lymphocytes (TILs) in detail to compare the changes in cell proportions and differential genes pre- and post-chemotherapy. The nine cell types were identified, including fibroblasts, myeloid cells, osteoblasts, TILs, osteoclasts, proliferative osteoblasts, pericytes, endothelial cells, and B cells. Post-chemotherapy treatment, the proportions of myeloid cells and TILs in OS were declined, while the number of osteoblasts was elevated. Besides, a decrease was observed in CD74, FTL, FTH1, MT1X and MT2A, and an increase in PTN, COL3A1, COL1A1, IGFBP7 and FN1. Meanwhile, EMT, DNA repair, G2M checkpoint, and E2F targets were highly enriched post-chemotherapy. Furthermore, there was a down-regulation in the proportions of CD14 monocytes, Tregs, NK cells and CD1C-/CD141-DCs, while an up-regulation was observed in the proportions of SELENOP macrophages, IL7R macrophages, COL1A1 macrophages, CD1C DCs, CD4+ T cells and CD8+ T cells. Overall, these findings revealed changes in the tumor microenvironment of OS post-chemotherapy treatment, providing a new direction for investigating OS treatment.
骨肉瘤(OS)是一种恶性肿瘤,起源于骨髓。目前,骨肉瘤的治疗方法仍然有限,因此迫切需要了解骨肉瘤患者肿瘤微环境中的免疫反应。我们对10例化疗前患者和11例化疗后患者的单细胞RNA测序数据进行了全面的生物信息学分析,包括细胞聚类亚群、差异表达基因筛选、拟时间顺序分析和基因组变异分析。随后,我们详细分析了成骨细胞、破骨细胞、成纤维细胞、髓样细胞和肿瘤浸润淋巴细胞(TILs)的分化轨迹,以比较化疗前后细胞比例和差异基因的变化。我们识别出了9种细胞类型,包括成纤维细胞、髓样细胞、成骨细胞、TILs、破骨细胞、增殖性成骨细胞、周细胞、内皮细胞和B细胞。化疗后,骨肉瘤中髓样细胞和TILs的比例下降,而成骨细胞数量增加。此外,还观察到CD74、FTL、FTH1、MT1X和MT2A减少,而PTN、COL3A1、COL1A1、IGFBP7和FN1增加。同时,化疗后EMT、DNA修复、G2M检查点和E2F靶点高度富集。此外,CD14单核细胞、调节性T细胞(Tregs)、自然杀伤细胞(NK细胞)和CD1C-/CD141-DC的比例下调,而硒蛋白P(SELENOP)巨噬细胞、白细胞介素7受体(IL7R)巨噬细胞、COL1A1巨噬细胞、CD1C树突状细胞(DCs)、CD4+T细胞和CD8+T细胞的比例上调。总体而言,这些发现揭示了化疗后骨肉瘤肿瘤微环境的变化,为骨肉瘤治疗的研究提供了新方向。