摘要:FLT3-ITD AML的单细胞蛋白质组学评估确定了不同的耐药模式

IF 11.5 Q1 HEMATOLOGY Blood Cancer Discovery Pub Date : 2023-05-01 DOI:10.1158/2643-3249.aml23-a07
Li Li, M. Muftuoglu, Mahesh Basyal, N. Daver, M. Andreeff
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We performed CyTOF analysis of leukemia cells in serially collected samples from six FLT3-ITD and TP53 WT AML patients following treatment with FLT3i+MDM2i treatment. Using 51 features assessed in CyTOF, we first performed UMAP dimension reduction and clustering to identify distinct cells in leukemia compartment. Notably, the frequencies of blasts identified through CyTOF data analysis were compatible with clinical lab reports. In line with previous reports, we also detected that NPM mutant AML cells did not express CD34. Of note, CD34+ and CD34- leukemia cells were clustered together in NPM1 mut patients, indicating that they have overlapping proteomic profiles. Interestingly, the CD34+ leukemia cells were eliminated at the early time points in CR patients while the CD34- leukemia cells were still detectable after two months. On the other hand, CD34+ leukemia cells in nonresponders(NR) persisted despite therapy. These findings indicate CD34+ leukemia cells were more sensitive to the treatment compared to NPM1 mutant CD34- leukemia cells. Next, we interrogated leukemia proteomic landscape in serial samples, evaluated the therapy-induced alterations in proteomic profiles and sought to identify potential adaptive mechanisms. To this end, we performed differential expression analysis and observed that signaling pathways (p-4EBP1, p-GSK3, p-MEK1/2, p-S6) and differentiation markers(CD33, CD68,CXCR4 HLADR) were more enriched on day 8 post treatment in NR patients, revealing that compensatory signaling activity, phenotypic profiles and differentiation status could be associated with therapy response. Moreover, we found that leukemia cells in NR patients had distinct phenotypic profiles(CD11b,CD68,CXCR4), higher levels of anti-apoptotic molecules (BCL2,MCL1) and enriched survival pathways (p-GSK3, YTHDF2) compared to baseline. 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引用次数: 0

摘要

急性髓性白血病(AML)是一种异质性造血疾病,其特征是未成熟造血前体积累并分化受阻。FLT3内部串联重复(FLT3- itd)是AML中常见的遗传改变,与不良预后相关。临床前研究表明,FLT3抑制剂与p53负调节因子MDM2抑制剂联合治疗FLT3- itd /TP53野生型(WT) AML具有协同作用。我们对接受FLT3i和MDM2i治疗的FLT3-ITD患者的白血病景观进行了单细胞蛋白质组学评估,以评估与反应和耐药性相关的蛋白质组学特征。在接受FLT3i+MDM2i治疗后,我们对6例FLT3-ITD和TP53 WT AML患者连续收集的样本进行了白血病细胞的CyTOF分析。利用CyTOF中评估的51个特征,我们首先进行了UMAP降维和聚类,以识别白血病室中的不同细胞。值得注意的是,通过CyTOF数据分析确定的爆炸频率与临床实验室报告一致。与之前的报道一致,我们还检测到NPM突变的AML细胞不表达CD34。值得注意的是,CD34+和CD34-白血病细胞在NPM1突变患者中聚集在一起,表明它们具有重叠的蛋白质组谱。有趣的是,CD34+白血病细胞在CR患者的早期时间点被清除,而CD34-白血病细胞在两个月后仍可检测到。另一方面,尽管接受了治疗,CD34+白血病细胞在无反应(NR)患者中仍然存在。这些发现表明,与NPM1突变体CD34-白血病细胞相比,CD34+白血病细胞对治疗更敏感。接下来,我们在一系列样本中询问白血病蛋白质组学景观,评估治疗诱导的蛋白质组学变化,并试图确定潜在的适应机制。为此,我们进行了差异表达分析,观察到信号通路(p-4EBP1, p-GSK3, p-MEK1/2, p-S6)和分化标志物(CD33, CD68,CXCR4 HLADR)在NR患者治疗后第8天更加丰富,表明代偿性信号活性,表型谱和分化状态可能与治疗反应有关。此外,我们发现与基线相比,NR患者的白血病细胞具有不同的表型特征(CD11b,CD68,CXCR4),更高水平的抗凋亡分子(BCL2,MCL1)和丰富的生存途径(p-GSK3, YTHDF2)。相反,我们没有观察到治疗后CR患者的反弹增加。这些发现表明,在接受MDM2i和FLT3i治疗的NR患者中,高水平的BCL2和MCL1以及更多分化细胞的优先存活可能与治疗耐药和治疗失败有关。总之,多重单细胞蛋白质组学分析允许对白血病景观进行纵向监测,并确定与治疗耐药性相关的蛋白质组学改变。引文格式:Li Li, Muharrem Muftuoglu, Mahesh Basyal, Naval Daver, Michael Andreeff。FLT3-ITD AML景观的单细胞蛋白质组学评估确定了不同的耐药模式[摘要]。摘自:AACR特别会议论文集:急性髓性白血病和骨髓增生异常综合征;2023年1月23-25日;费城(PA): AACR;血癌发现[j]; 2009;4(3 -增刊):摘要/ Abstract
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Abstract A07: Single-cell proteomic assessment of FLT3-ITD AML landscape identifies distinct resistance patterns
Acute myeloid leukemia (AML) represents a heterogeneous hematopoietic disorder characterized by accumulation of immature hematopoietic precursors with differentiation block. FLT3 internal tandem duplications (FLT3-ITD) are commonly occurring genetic alterations in AML and are associated with poor prognosis. Preclinical studies showed combining FLT3 inhibitor with MDM2 inhibitor, which is a negative regulator of p53, was synergistic in FLT3-ITD/TP53 wild type (WT) AML. We performed single-cell proteomic evaluation of leukemia landscape in FLT3-ITD patients treated with FLT3i and MDM2i to assess proteomic profiles associated with response and resistance. We performed CyTOF analysis of leukemia cells in serially collected samples from six FLT3-ITD and TP53 WT AML patients following treatment with FLT3i+MDM2i treatment. Using 51 features assessed in CyTOF, we first performed UMAP dimension reduction and clustering to identify distinct cells in leukemia compartment. Notably, the frequencies of blasts identified through CyTOF data analysis were compatible with clinical lab reports. In line with previous reports, we also detected that NPM mutant AML cells did not express CD34. Of note, CD34+ and CD34- leukemia cells were clustered together in NPM1 mut patients, indicating that they have overlapping proteomic profiles. Interestingly, the CD34+ leukemia cells were eliminated at the early time points in CR patients while the CD34- leukemia cells were still detectable after two months. On the other hand, CD34+ leukemia cells in nonresponders(NR) persisted despite therapy. These findings indicate CD34+ leukemia cells were more sensitive to the treatment compared to NPM1 mutant CD34- leukemia cells. Next, we interrogated leukemia proteomic landscape in serial samples, evaluated the therapy-induced alterations in proteomic profiles and sought to identify potential adaptive mechanisms. To this end, we performed differential expression analysis and observed that signaling pathways (p-4EBP1, p-GSK3, p-MEK1/2, p-S6) and differentiation markers(CD33, CD68,CXCR4 HLADR) were more enriched on day 8 post treatment in NR patients, revealing that compensatory signaling activity, phenotypic profiles and differentiation status could be associated with therapy response. Moreover, we found that leukemia cells in NR patients had distinct phenotypic profiles(CD11b,CD68,CXCR4), higher levels of anti-apoptotic molecules (BCL2,MCL1) and enriched survival pathways (p-GSK3, YTHDF2) compared to baseline. In contrast, we did not observe rebound increases in CR patients post-therapy. These findings demonstrate high levels of BCL2 and MCL1 and preferential survival of more differentiated cells may be associated with therapy resistance and treatment failure in NR patient treated with MDM2i and FLT3i. In conclusion, multiplexed single-cell proteomic analysis permitted longitudinal monitoring of leukemia landscape and identified proteomic alterations associated with therapy resistance. Citation Format: Li Li, Muharrem Muftuoglu, Mahesh Basyal, Naval Daver, Michael Andreeff. Single-cell proteomic assessment of FLT3-ITD AML landscape identifies distinct resistance patterns [abstract]. In: Proceedings of the AACR Special Conference: Acute Myeloid Leukemia and Myelodysplastic Syndrome; 2023 Jan 23-25; Austin, TX. Philadelphia (PA): AACR; Blood Cancer Discov 2023;4(3_Suppl):Abstract nr A07.
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来源期刊
CiteScore
12.70
自引率
1.80%
发文量
139
期刊介绍: The journal Blood Cancer Discovery publishes high-quality Research Articles and Briefs that focus on major advances in basic, translational, and clinical research of leukemia, lymphoma, myeloma, and associated diseases. The topics covered include molecular and cellular features of pathogenesis, therapy response and relapse, transcriptional circuits, stem cells, differentiation, microenvironment, metabolism, immunity, mutagenesis, and clonal evolution. These subjects are investigated in both animal disease models and high-dimensional clinical data landscapes. The journal also welcomes submissions on new pharmacological, biological, and living cell therapies, as well as new diagnostic tools. They are interested in prognostic, diagnostic, and pharmacodynamic biomarkers, and computational and machine learning approaches to personalized medicine. The scope of submissions ranges from preclinical proof of concept to clinical trials and real-world evidence. Blood Cancer Discovery serves as a forum for diverse ideas that shape future research directions in hematooncology. In addition to Research Articles and Briefs, the journal also publishes Reviews, Perspectives, and Commentaries on topics of broad interest in the field.
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