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5-氮杂胞苷治疗前后骨髓增生异常综合征样本的分子谱分析确定了反应的预测指标。

Molecular profiling of pre- and post- 5-azacytidine myelodysplastic syndrome samples identifies predictors of response.

作者信息

González Mónica Del Rey, Chakraborty Sohini, Hernández-Sánchez Jesús María, Diez Campelo María, Park Christopher Y, Hernández Rivas Jesús María

机构信息

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.

出版信息

Front Oncol. 2024 Sep 23;14:1438052. doi: 10.3389/fonc.2024.1438052. eCollection 2024.

Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d5b/11456566/fd518d257c1b/fonc-14-1438052-g001.jpg

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