González Mónica Del Rey, Chakraborty Sohini, Hernández-Sánchez Jesús María, Diez Campelo María, Park Christopher Y, Hernández Rivas Jesús María
Institute for Biomedical Research of Salamanca (IBSAL), Institute of Cancer Molecular and Cellular Biology (IBMCC)-Centro de Investigación del Cáncer, Universidad de Salamanca, Salamanca, Spain.
Department of Pathology, New York University Grossman School of Medicine, New York, NY, United States.
Front Oncol. 2024 Sep 23;14:1438052. doi: 10.3389/fonc.2024.1438052. eCollection 2024.
Treatment with the hypomethylating agent 5-azacytidine (AZA) increases survival in high-risk (HR) myelodysplastic syndrome (MDS) patients, but predicting patient response and overall survival remains challenging. To address these issues, we analyzed mutational and transcriptional profiles in CD34+ hematopoietic stem/progenitor cells (HSPCs) before and following AZA therapy in MDS patients. AZA treatment led to a greater reduction in the mutational burden in both blast and hematological responders than non-responders. Blast and hematological responders showed transcriptional evidence of pre-treatment enrichment for pathways such as oxidative phosphorylation, MYC targets, and mTORC1 signaling. While blast non-response was associated with TNFa signaling and leukemia stem cell signature, hematological non-response was associated with cell-cycle related pathways. AZA induced similar transcriptional responses in MDS patients regardless of response type. Comparison of blast responders and non-responders to normal controls, allowed us to generate a transcriptional classifier that could predict AZA response and survival. This classifier outperformed a previously developed gene signature in a second MDS patient cohort, but signatures of hematological responses were unable to predict survival. Overall, these studies characterize the molecular consequences of AZA treatment in MDS HSPCs and identify a potential tool for predicting AZA therapy responses and overall survival prior to initiation of therapy.
使用低甲基化剂5-氮杂胞苷(AZA)进行治疗可提高高危(HR)骨髓增生异常综合征(MDS)患者的生存率,但预测患者反应和总生存期仍然具有挑战性。为了解决这些问题,我们分析了MDS患者接受AZA治疗前后CD34+造血干/祖细胞(HSPCs)中的突变和转录谱。与无反应者相比,AZA治疗导致原始细胞和血液学反应者的突变负担降低幅度更大。原始细胞和血液学反应者显示出预处理时氧化磷酸化、MYC靶点和mTORC1信号传导等通路富集的转录证据。虽然原始细胞无反应与TNFα信号传导和白血病干细胞特征相关,但血液学无反应与细胞周期相关通路有关。无论反应类型如何,AZA在MDS患者中诱导了相似的转录反应。将原始细胞反应者和无反应者与正常对照进行比较,使我们能够生成一个可以预测AZA反应和生存的转录分类器。在第二个MDS患者队列中,该分类器的表现优于先前开发的基因特征,但血液学反应的特征无法预测生存。总体而言,这些研究描述了AZA治疗MDS HSPCs的分子后果,并确定了一种在治疗开始前预测AZA治疗反应和总生存期的潜在工具。