Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, TX.
Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, TX.
Exp Hematol. 2022 Nov;115:44-53. doi: 10.1016/j.exphem.2022.09.002. Epub 2022 Sep 21.
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.
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。