Transcriptomic analysis of non-leukemic cell subsets in azacytidine-responsive AML highlights pathways associated with adhesion, platelet aggregation, and angiogenesis in mice and humans.

IF 6 2区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Nancy D Ebelt, Suvithanandhini Loganathan, Lara C Avsharian, Edwin R Manuel
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引用次数: 0

Abstract

Background: Hypomethylating agents (HMAs), such as 5-azacytidine (AZA), are valuable treatment options for patients with acute myeloid leukemia (AML). Despite providing significant extensions in survival when used alone or in combination with BCL-2 inhibitors, resistance and eventual relapse is observed. Reported mechanisms of these outcomes are inconsistent when focusing on leukemic populations within bone marrow, indicating a need for studies on the impact of HMAs on non-leukemic cells in the blood and other tissue compartments.

Methods: Whole blood and spleens from vehicle- or AZA-treated mice implanted with the syngeneic AML line C1498 were transcriptionally profiled using a comprehensive panel of immune-related gene probes. Publicly available RNAseq data from blood of AZA-responsive, human AML patients were analyzed compared to matched, pre-treatment samples. Genes differentially expressed between vehicle- and AZA-treated (mouse) or pre- and post-AZA treatment (human) samples were analyzed for statistical overrepresentation in gene ontologies using Fisher's one-tailed t-test. Pathological analyses of various tissues in AML relapsed, AZA-responsive mice were compared to the corresponding tissues in vehicle-treated mice.

Results: We observed hematologic recovery in the peripheral blood of AZA-treated groups, versus vehicle control, that was associated with significant extensions in survival. Transcriptional analysis of AZA-treated samples revealed decreased cell type scores for suppressive subsets and increased pathway scores for T and B cell functions. Comparisons of gene ontology annotations enriched from genes differentially regulated by AZA in human and mouse blood samples revealed overlap in numerous biological pathways including adhesion, thrombosis, and angiogenesis. Consistently, C1498 permeated the liver at end-stage disease in vehicle-treated mice, while AZA treatment limited their spread to just outside the bone after relapse.

Conclusions: AZA-induced differences in C1498 spread could be a result of gene expression changes in adhesion, platelet aggregation and/or angiogenesis in non-leukemic compartments; however, further mechanistic studies must be done to confirm a direct link between modulated genes and disease manifestation. Overall, these studies provide rationale for expanding the exploration of biomarkers and therapeutic targets to include normal immune cells in blood, spleen, or other microenvironments of AML patients treated with HMA, rather than limiting studies to the bone marrow and leukemic blasts.

氮扎胞苷反应性AML中非白血病细胞亚群的转录组学分析强调了小鼠和人类中与粘附、血小板聚集和血管生成相关的途径。
背景:低甲基化药物(HMAs),如5-氮杂胞苷(AZA),是急性髓性白血病(AML)患者有价值的治疗选择。尽管单独使用或与BCL-2抑制剂联合使用可显著延长生存期,但观察到耐药性和最终复发。当关注骨髓内的白血病人群时,这些结果的报道机制是不一致的,这表明需要研究HMAs对血液和其他组织区室中的非白血病细胞的影响。方法:用免疫相关基因探针对移植同源AML细胞系C1498的小鼠全血和脾脏进行转录谱分析。与匹配的治疗前样本相比,分析了来自aza反应性人类AML患者血液中公开可用的RNAseq数据。使用Fisher单尾t检验分析基因本体论中表达差异的基因在载药和aza处理(小鼠)或aza处理前和处理后(人类)样本中的统计学过代表性。对急性髓性白血病复发、aza反应小鼠的各组织病理分析与药物处理小鼠的相应组织进行比较。结果:我们观察到,与对照组相比,aza治疗组的外周血血液学恢复与生存期的显着延长有关。aza处理样本的转录分析显示,抑制亚群的细胞类型评分降低,T细胞和B细胞功能的途径评分增加。比较人类和小鼠血液样本中由AZA差异调控的基因富集的基因本体注释,揭示了许多生物学途径的重叠,包括粘连、血栓形成和血管生成。与此一致的是,C1498在药物治疗小鼠的终末期疾病中渗透到肝脏,而AZA治疗在复发后将其扩散限制在骨外。结论:aza诱导的C1498传播差异可能是非白血病细胞室中粘附、血小板聚集和/或血管生成的基因表达改变的结果;然而,必须进行进一步的机制研究,以确认调节基因与疾病表现之间的直接联系。总的来说,这些研究为扩大对生物标志物和治疗靶点的探索提供了理论依据,包括血液、脾脏或其他接受HMA治疗的AML患者微环境中的正常免疫细胞,而不是将研究局限于骨髓和白血病母细胞。
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来源期刊
Molecular Medicine
Molecular Medicine 医学-生化与分子生物学
CiteScore
8.60
自引率
0.00%
发文量
137
审稿时长
1 months
期刊介绍: Molecular Medicine is an open access journal that focuses on publishing recent findings related to disease pathogenesis at the molecular or physiological level. These insights can potentially contribute to the development of specific tools for disease diagnosis, treatment, or prevention. The journal considers manuscripts that present material pertinent to the genetic, molecular, or cellular underpinnings of critical physiological or disease processes. Submissions to Molecular Medicine are expected to elucidate the broader implications of the research findings for human disease and medicine in a manner that is accessible to a wide audience.
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