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对阿扎胞苷反应性急性髓系白血病中非白血病细胞亚群的转录组分析揭示了小鼠和人类中与黏附、血小板聚集和血管生成相关的信号通路。

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

作者信息

Ebelt Nancy D, Loganathan Suvithanandhini, Avsharian Lara C, Manuel Edwin R

机构信息

Department of Immuno-Oncology, Beckman Research Institute of the City of Hope, Duarte, CA, USA.

Irell and Manella Graduate School of Biological Sciences, City of Hope, Duarte, CA, USA.

出版信息

Mol Med. 2025 May 13;31(1):185. doi: 10.1186/s10020-025-01233-2.

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.

摘要

背景

低甲基化剂(HMAs),如5-氮杂胞苷(AZA),是急性髓系白血病(AML)患者的重要治疗选择。尽管单独使用或与BCL-2抑制剂联合使用时能显著延长生存期,但仍会出现耐药和最终复发的情况。当关注骨髓中的白血病细胞群时,这些结果的报道机制并不一致,这表明需要研究HMAs对血液和其他组织隔室中的非白血病细胞的影响。

方法

使用一组全面的免疫相关基因探针,对植入同基因AML细胞系C1498的经载体或AZA处理的小鼠的全血和脾脏进行转录谱分析。分析了来自AZA反应性人类AML患者血液的公开可用RNAseq数据,并与匹配的治疗前样本进行比较。使用Fisher单尾t检验分析载体处理组和AZA处理组(小鼠)或AZA治疗前后(人类)样本之间差异表达的基因在基因本体中的统计过度代表性。将AML复发的AZA反应性小鼠的各种组织的病理分析与载体处理小鼠的相应组织进行比较。

结果

与载体对照组相比,我们观察到AZA处理组外周血中的血液学恢复,这与生存期的显著延长相关。对AZA处理样本的转录分析显示,抑制性子集的细胞类型评分降低,T细胞和B细胞功能的通路评分增加。对人类和小鼠血液样本中受AZA差异调节的基因所富集的基因本体注释进行比较,发现包括黏附、血栓形成和血管生成在内的众多生物学途径存在重叠。同样,在载体处理的小鼠中,C1498在疾病末期渗透到肝脏,而AZA治疗在复发后将其扩散限制在骨外。

结论

AZA诱导的C1498扩散差异可能是非白血病隔室中黏附、血小板聚集和/或血管生成基因表达变化的结果;然而必须进行进一步的机制研究以证实调节基因与疾病表现之间的直接联系。总体而言,这些研究为扩大生物标志物和治疗靶点的探索提供了理论依据,将血液、脾脏或接受HMA治疗的AML患者的其他微环境中的正常免疫细胞纳入其中,而不是将研究局限于骨髓和白血病母细胞。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9282/12070539/0878718f2c57/10020_2025_1233_Fig1_HTML.jpg

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