Maurya Nehakumari, Mohanty Purvi, Panchal Purvi, Shanmukhaiah Chandrakala, Vundinti Babu Rao
Department of Cytogenetics, ICMR-National Institute of Immunohematology, K.E.M. Hospital Campus, Mumbai, Maharashtra, India.
Department of Clinical Hematology, King Edward Memorial Hospital, Mumbai, Maharashtra, India.
Mol Biol Rep. 2023 Jan;50(1):235-244. doi: 10.1007/s11033-022-07973-2. Epub 2022 Nov 2.
Myelodysplastic syndromes (MDS) is defined as heterogenous disease, it contains heterogenous leukemic stem cells with various degree of cell differentiation. The perturbation of genes involved in myeloid progenitor cell growth, differentiation and proliferation lead to morphologic dysplasia, maturation arrest, ineffective hematopoiesis hence the cytopenias and propensity to develop into acute myeloid leukemia (AML). Heterogeneous subsets of MDS patients have been defined by their clinical and biologic abnormalities. These different features lead to the development of different prognostic system; however, these approaches are limited in predicting clinical course, and management of patients remains challenging given the uncertainty of the time course of disease progression. It is of importance to identify transcriptomic marker causing maturational and differentiation arrest which could help in understanding the pathogenesis of disease.
We have studied differential gene expression profiles (GEPs) in CD34 + marrow cells from myelodysplastic syndrome (MDS) patients (n = 14) and control CD34 + cells using Affymetrix Human Clariom S microarray with 20,000 well annotated genes. We found 4165 genes significantly (p < 0.05) differentially expressed in MDS. Using stringent bioinformatics analyses, we were able to identify few genes (MAPK8, JUNB, mTOR) which were differentially upregulated i.e. 5.39, 73.61 and 2.7 fold change observed in MDS than control and also validated (n = 60) these genes by RT - qPCR. Kaplan - Meier survival analysis indicated that MAPK8 and JUNB could be poor prognostic marker as patients with increased expression showed poor survival, whereas surprisingly mTOR increased expression proved to be good prognostic marker. The correlation analysis showed that the level of gene (MAPK8, JUNB, mTOR) expression was significantly (p ≤ 0.05) associated with frequency of genetic lesions. Interestingly the increased expression of MAPK8 was significantly accompanied with ASXL1 gene mutation.
Our study showed an elevation of TNF and AMPK signalling pathways in MDS. TNF signalling might be mediating the proliferative advantage to myeloid clonal cells (mutation carrying cells) over normal cells, whereas, AMPK signalling could be acting as protector against it (favouring normal cells). Hence it would be interesting to explore the functions and pathways associated with mTOR, AMPK, MAPK8 and JUNB in myelopoiesis related diseases like MDS.
骨髓增生异常综合征(MDS)是一种异质性疾病,它包含具有不同程度细胞分化的异质性白血病干细胞。参与髓系祖细胞生长、分化和增殖的基因发生扰动会导致形态学发育异常、成熟停滞、无效造血,进而导致血细胞减少以及发展为急性髓系白血病(AML)的倾向。MDS患者的异质性亚群已根据其临床和生物学异常进行了定义。这些不同的特征导致了不同预后系统的发展;然而,这些方法在预测临床病程方面存在局限性,并且鉴于疾病进展时间过程的不确定性,患者的管理仍然具有挑战性。识别导致成熟和分化停滞的转录组标志物对于理解疾病的发病机制具有重要意义。
我们使用具有20000个注释良好基因的Affymetrix Human Clariom S微阵列研究了骨髓增生异常综合征(MDS)患者(n = 14)的CD34 +骨髓细胞和对照CD34 +细胞中的差异基因表达谱(GEP)。我们发现4165个基因在MDS中显著(p < 0.05)差异表达。通过严格的生物信息学分析,我们能够鉴定出少数几个基因(MAPK8、JUNB、mTOR),这些基因在MDS中差异上调,即在MDS中观察到的变化倍数分别为5.39、73.61和2.7倍,高于对照,并且还通过RT - qPCR对这些基因进行了验证(n = 60)。Kaplan - Meier生存分析表明,MAPK8和JUNB可能是不良预后标志物,因为表达增加的患者生存率较差,而令人惊讶的是,mTOR表达增加被证明是良好的预后标志物。相关性分析表明,基因(MAPK8、JUNB、mTOR)的表达水平与基因损伤频率显著(p≤0.05)相关。有趣的是,MAPK8表达增加与ASXL1基因突变显著相关。
我们的研究表明MDS中TNF和AMPK信号通路升高。TNF信号通路可能介导髓系克隆细胞(携带突变的细胞)相对于正常细胞的增殖优势,而AMPK信号通路可能起到针对它的保护作用(有利于正常细胞)。因此,探索与mTOR、AMPK、MAPK8和JUNB在MDS等骨髓生成相关疾病中的功能和通路将是很有趣的。