Ye Zhitao, Li Yishan, Tian Xiaobin, Wei Yan, Yu Yanhui, Lai Kaibin, Yang Keyue, Qiu Zixuan, Lin Jianqing, Zhao Meng, Lin Dongjun, Xu Xiaojun
Department of Hematology, The Seventh Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Shenzhen, China.
Key Laboratory of Stem Cells and Tissue Engineering (Ministry of Education), Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
Front Oncol. 2022 Oct 20;12:1018154. doi: 10.3389/fonc.2022.1018154. eCollection 2022.
Cell metabolic reprogramming is a hallmark of tumor prognosis, and fatty acid metabolism (FAM) plays a crucial role in the tumor microenvironment (TME). However, the relationship between FAM, TME, and prognosis of acute myeloid leukemia (AML) patients remains elusive.
We extracted the single-cell RNA sequencing (scRNA-Seq) and bulk transcriptome data of AML patients from the TCGA and GEO databases and assessed the relationship between FAM, TME, and AML patient prognosis. We also performed functional enrichment (FE) assay to evaluate the significance of FAM in anti-AML immunosurveillance.
Our scRNA-Seq analysis revealed that the leukemic stem cell (LSC)-enriched population exhibited elevated levels of FAM-related genes. Using these FAM-related genes, we developed a prognostic model that accurately estimated AML patient outcome. FE analysis showed that FAM was strongly related to alterations of TME-based immunosurveillance in AML patients. More importantly, we demonstrated that FAM inhibition pharmaceutical targeting of PLA2G4A, a highly expressed FAM gene in AML patients with poor prognosis, enhanced the NK cell-mediated immunosurveillance in leukemia cells.
Leukemic stem cell (LSC)-enriched population exhibited elevated levels of FAM-related genes. We have successfully established the FAM formula that predicts AML patient prognosis and alterations in the TME-based immunosurveillance. We also found that PLA2G4A was a highly expressed FAM gene in AML patients with poor prognoses. Pharmaceutical targeting of PLA2G4A increased the expression of NKG2DL in leukemia cells and thus enhanced the NK cell-mediated immunosurveillance.
细胞代谢重编程是肿瘤预后的一个标志,脂肪酸代谢(FAM)在肿瘤微环境(TME)中起关键作用。然而,FAM、TME与急性髓系白血病(AML)患者预后之间的关系仍不清楚。
我们从TCGA和GEO数据库中提取了AML患者的单细胞RNA测序(scRNA-Seq)和批量转录组数据,并评估了FAM、TME与AML患者预后之间的关系。我们还进行了功能富集(FE)分析,以评估FAM在抗AML免疫监视中的意义。
我们的scRNA-Seq分析显示,富含白血病干细胞(LSC)的群体中FAM相关基因水平升高。利用这些FAM相关基因,我们建立了一个预后模型,能够准确估计AML患者的预后。FE分析表明,FAM与AML患者基于TME的免疫监视改变密切相关。更重要的是,我们证明了对PLA2G4A(一种在预后不良AML患者中高表达的FAM基因)进行药物靶向抑制FAM,可增强白血病细胞中自然杀伤(NK)细胞介导的免疫监视。
富含白血病干细胞(LSC)的群体中FAM相关基因水平升高。我们成功建立了预测AML患者预后和基于TME的免疫监视改变的FAM公式。我们还发现PLA2G4A是预后不良AML患者中高表达的FAM基因。对PLA2G4A进行药物靶向可增加白血病细胞中NKG2DL的表达,从而增强NK细胞介导的免疫监视。