Li Zheng-Fa, Lu Jun-Rong, Dai Yun, Mao Rui-Jiao, Lu Yang-Liu, Sun Rong, Liu Jiao, Dong Lu-Lu, Xia Li-Ling, Xu Yun-Chao, Xia Tian, Qin Xiao, Dong Ting
Department of Hematology and Laboratory, The First People's Hospital of Yunnan Province (Afliated Hospital of Kunming University of Science and Technology), No. 157 Jinbi Rd, Kunming, 650032, Yunnan, China.
Department of Hematology and Pathology, First People's Hospital of Yunnan Province, New Kun Hua Hospital, No. 01 Anning Taian Rd, 650301, Kunming, Yunnan, China.
Cancer Cell Int. 2025 Oct 3;25(1):326. doi: 10.1186/s12935-025-03962-0.
Acute myeloid leukemia (AML) is defined as a highly heterogeneous clonal malignant disease of immature myeloid hematopoietic stem cells. The objective of this study was to identify the principal cell clusters in AML and their associated hub genes through the analysis of single-cell sequencing data. We present a comprehensive and valuable landscape of 58,717 cells and 27,311 genes derived from bone marrow samples obtained from 5 patients with AML and 3 controls. Then, 9 cell subclusters were identified. The ratios of common myeloid progenitor (CMP), Myelocyte, and Pro-Myelocyte were found to be significantly different between AML and control, as these cells were utilized as differential cells in the present study. A total of 26 differentially expressed genes were identified following the merging and de-weighting of the data. 4 hub genes, ELANE, LTF, S100A12, and SLPI, were selected for further analysis. Homogeneity analysis was conducted on the Myelocyte and Pro-Myelocyte cells, which were subsequently re-clustered into 11 and 8 cell clusters, respectively. In conclusion, we leveraged high-throughput single-cell transcriptomics to parse the cell landscape in the bone marrow from AML patients, 2 key cell types, myelocyte, and pro-myelocyte and related hub genes, ELANE, LTF, S100A12, SLPI were found, and biological functions, regulatory relationships, and developmental status of these key cells, as well as the biological pathways, the molecular regulatory mechanisms, and the related drugs, involved in the hub genes were demonstrated. Our data and findings provide novel insight into AML pathological development and can be inspired in the treatment of AML.
急性髓系白血病(AML)被定义为一种由未成熟髓系造血干细胞引起的高度异质性克隆性恶性疾病。本研究的目的是通过分析单细胞测序数据来识别AML中的主要细胞簇及其相关的枢纽基因。我们展示了来自5例AML患者和3例对照的骨髓样本中58,717个细胞和27,311个基因的全面且有价值的图谱。然后,鉴定出9个细胞亚簇。发现普通髓系祖细胞(CMP)、髓细胞和早幼粒细胞的比例在AML组和对照组之间存在显著差异,因为这些细胞在本研究中被用作差异细胞。在对数据进行合并和去权重后,共鉴定出26个差异表达基因。选择了4个枢纽基因ELANE、LTF、S100A12和SLPI进行进一步分析。对髓细胞和早幼粒细胞进行了同质性分析,随后它们分别重新聚类为11个和8个细胞簇。总之,我们利用高通量单细胞转录组学解析了AML患者骨髓中的细胞图谱,发现了2种关键细胞类型,即髓细胞和早幼粒细胞以及相关枢纽基因ELANE、LTF、S100A12、SLPI,并展示了这些关键细胞的生物学功能、调控关系和发育状态,以及枢纽基因所涉及的生物学途径、分子调控机制和相关药物。我们的数据和发现为AML的病理发展提供了新的见解,并可为AML的治疗提供启示。