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骨髓增生异常综合征和慢性粒单核细胞白血病中低甲基化药物失败的转录组特征。

Transcriptomic Signatures of Hypomethylating Agent Failure in Myelodysplastic Syndromes and Chronic Myelomonocytic Leukemia.

机构信息

Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, TX.

Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, TX.

出版信息

Exp Hematol. 2022 Nov;115:44-53. doi: 10.1016/j.exphem.2022.09.002. Epub 2022 Sep 21.

Abstract

Hypomethylating agents (HMAs) are the standard of care for myelodysplastic syndromes (MDS) and chronic myelomonocytic leukemia (CMML). HMA treatment failure is a major clinical problem and its mechanisms are poorly characterized. We performed RNA sequencing in CD34 bone marrow stem hematopoietic stem and progenitor cells (BM-HSPCs) from 51 patients with CMML and MDS before HMA treatment and compared transcriptomic signatures between responders and nonresponders. We observed very few genes with significant differential expression in HMA non-responders versus responders, and the commonly altered genes in non-responders to both azacitidine (AZA) and decitabine (DAC) treatments were immunoglobulin genes. Gene set analysis identified 78 biological pathways commonly altered in non-responders to both treatments. Among these, we determined that the γ-aminobutyric acid (GABA) receptor signaling significantly affected hematopoiesis in both human BM-HSPCs and mice, indicating that the transcriptomic signatures identified here could serve as candidate biomarkers and therapeutic targets for HMA failure in MDS and CMML.

摘要

低甲基化药物(HMAs)是骨髓增生异常综合征(MDS)和慢性粒单核细胞白血病(CMML)的标准治疗方法。HMA 治疗失败是一个主要的临床问题,但其机制尚未得到很好的描述。我们对 51 例 CMML 和 MDS 患者 HMAs 治疗前的 CD34 骨髓造血干细胞和祖细胞(BM-HSPCs)进行了 RNA 测序,并比较了应答者和无应答者之间的转录组特征。我们观察到 HMAs 无应答者与应答者之间差异表达的基因很少,且对阿扎胞苷(AZA)和地西他滨(DAC)治疗均无应答者中常见的改变基因是免疫球蛋白基因。基因集分析确定了两种治疗方法中无应答者共同改变的 78 个生物学途径。在这些途径中,我们确定 γ-氨基丁酸(GABA)受体信号显著影响人类 BM-HSPCs 和小鼠的造血,表明这里确定的转录组特征可以作为 MDS 和 CMML 中 HMA 失败的候选生物标志物和治疗靶点。

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