Ma YuHan, Yue JunShuai, Gao Ling, Zhou JingXin, Chen Wei, Su Jing, Yao JinRong, Shi QiaoMei, Zhao XiaoDong, Hu Na
Department of Hematology, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian, Jiangsu, China.
Department of Hematology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Front Oncol. 2024 Jun 19;14:1336106. doi: 10.3389/fonc.2024.1336106. eCollection 2024.
The escape from T cell-mediated immune surveillance is an important cause of death for patients with acute myeloid leukemia (AML). This study aims to identify clonal heterogeneity in leukemia progenitor cells and explore molecular or signaling pathways associated with AML immune escape.
Single-cell RNA sequencing (scRNA-seq) was performed to identified AML-related cellular subsets, and intercellular communication was analyzed to investigate molecular mechanisms associated with AML immune escape. Bulk RNA sequencing (RNA-seq) was performed to screen differentially expressed genes (DEGs) related to hematopoietic stem cell progenitors (HSC-Prog) in AML, and critical ore signaling pathways and hub genes were found by Gene Set Enrichment Analysis (GSEA), Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. The mRNA level of the hub gene was verified using quantitative real-time PCR (qRT-PCR) and the protein level of human leukocyte antigen A (HLA-A) using enzyme-linked immuno sorbent assay (ELISA).
scRNA-seq analysis revealed a large heterogeneity of HSC-Prog across samples, and the intercellular communication analysis indicated a strong association between HSC-Prog and CD8-T cells, and HSC-Prog also had an association with HLA-A. Transcriptome analysis identified 1748 DEGs, enrichment analysis results showed that non-classical wnt signaling pathway was associated with AML, and 4 pathway-related genes (RHOA, RYK, CSNK1D, NLK) were obtained. After qRT-PCR and ELISA validation, hub genes and HLA-A were found to be down-regulated in AML and up-regulated after activation of the non-classical Wnt signaling pathway.
In this study, clonal heterogeneity of HSC-Prog cells in AML was identified, non-classical wnt signaling pathways associated with AML were identified, and it was verified that HLA-A could be upregulated by activation of non-classical wnt signaling, thereby increasing antigen presentation.
逃脱T细胞介导的免疫监视是急性髓系白血病(AML)患者死亡的重要原因。本研究旨在识别白血病祖细胞中的克隆异质性,并探索与AML免疫逃逸相关的分子或信号通路。
进行单细胞RNA测序(scRNA-seq)以识别AML相关的细胞亚群,并分析细胞间通讯以研究与AML免疫逃逸相关的分子机制。进行批量RNA测序(RNA-seq)以筛选与AML中造血干细胞祖细胞(HSC-Prog)相关的差异表达基因(DEG),并通过基因集富集分析(GSEA)、基因本体论(GO)和京都基因与基因组百科全书(KEGG)富集分析找到关键的信号通路和枢纽基因。使用定量实时PCR(qRT-PCR)验证枢纽基因的mRNA水平,使用酶联免疫吸附测定(ELISA)验证人类白细胞抗原A(HLA-A)的蛋白质水平。
scRNA-seq分析揭示了样本间HSC-Prog的巨大异质性,细胞间通讯分析表明HSC-Prog与CD8-T细胞之间有很强的关联,并且HSC-Prog也与HLA-A有关联。转录组分析鉴定出1748个DEG,富集分析结果表明非经典Wnt信号通路与AML相关,并获得了4个与通路相关的基因(RHOA、RYK、CSNK1D、NLK)。经过qRT-PCR和ELISA验证后,发现枢纽基因和HLA-A在AML中下调,在非经典Wnt信号通路激活后上调。
在本研究中,识别出了AML中HSC-Prog细胞的克隆异质性,鉴定出了与AML相关的非经典Wnt信号通路,并证实通过激活非经典Wnt信号可上调HLA-A,从而增加抗原呈递。