In Silico Analysis of miR-181a and miR-155 and Their Target Genes in the Pathogenesis of Acute Lymphoblastic Leukaemia

Nur Insyirah Sha’ari Sha’ari
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引用次数: 0

Abstract

Acute lymphoblastic leukaemia (ALL) represents 80% of acute leukaemia in children and 20% in adults. In most cases, the cause remains unknown; however, genetic predisposition is found in most patients. Clinically, a patient is diagnosed with ALL when peripheral blood smear or bone marrow aspirate is overpopulated with lymphoblasts. Although the 5-year overall survival rate exceeds 90% using available treatments, the life-threatening effects still affect some patients [1]. Therefore, further improvement in clinical outcomes and reduction of adverse effects require novel therapeutic approaches such as microRNAs (miRNAs) biomarkers. In addition, miRNAs have demonstrated distinct expression profiles in classifying the ALL subtypes and involved in various cancers [2].   Previously, miR-181a and miR-155 have been discussed, either acting as oncogenic or tumour suppressive miRNAs in carcinogenesis. The study aims to investigate the role of miR-181a and miR-155 and their predicted target genes in the pathogenesis of ALL. Hence, in silico analysis was conducted using miRDB 6.0 software to identify the predicted target genes and GeneCodis 4.0 software to identify signalling pathways regulated by miR-181a and miR-155. As presented in Table 1, miR-181a was found to be downregulated whereas miR-155 was significantly upregulated in ALL groups as compared to control groups [3]. Analysis of target expression was conducted to identify predicted target genes in ALL cell line, DND-41. In this study, the predicted target genes are regulated by miR-181a and miR-155 (with target score ≥ 80 and target expression ≥ 20) revealed 57 genes and 29 genes, respectively. The most significant genes regulated by miR-181a and miR- 155 were DUSP6 and H3F3A, respectively. DUSP6 is a regulator for hyperactivation of the extracellular signal- regulated kinase (ERK) in relapsed pre-B ALL patients. Thus, this reaction caused lesions in the RAS pathway and oncogenic tyrosine kinases (e.g., BCR-ABL1).   Additionally, a complete transformation of pre-B ALL clones was done by BCR-ABL1 and correlated with the activity of other MAPKs such as MAPK14 and MAP2K1. Therefore, ERK was identified as a negative feedback regulator of the RAS-ERK pathway [4].   H3F3A was reported to be involved in the pathogenesis of paediatric leukaemia caused by mutated genes that encoded proteins during epigenetic regulation. The mutation in H3F3A led to the inability of this residue to undergo periodic regulatory post-translational modifications and blocked trimethylation of all H3 during T-ALL pathogenesis. Specifically, the recurrent T-ALL patients found the lysine-to-arginine mutations at H3K27 and H3K36. Hence, the reduced expression of H3 proteins was associated with unfavourable prognosis [5].   The functional enrichment analysis of KEGG pathway was conducted by using GeneCodis 4.0 software. The most significant pathway targeted by miR-181a and miR-155 was p53 signalling pathway and MAPK pathway, respectively.   SESN3 was mainly responsive to p53 protein by inducing its expression upon oxidative stress and strictly associated with the antioxidant response during p53 signalling pathway. Hence, SESN3 could be a potential therapeutic drug for anticancer therapy, such as decreased mTORC1 mechanism in leukaemia patients [6]. Besides that, FOS was disrupted the MAPK pathway components, specifically MEK1 and MEK2 which could increase sensitivity to chemotherapy in relapsed ALL patients. These components were involved in ERK phosphorylation that critically drives chemoresistance during MAPK/ERK signalling pathway [7].   In conclusion, differentially expressed miRNAs have promising roles and can be used as effective biomarkers for diagnostic, prognostic, predictive and therapeutic effects in ALL patients.
miR-181a和miR-155及其靶基因在急性淋巴细胞白血病发病机制中的计算机分析
急性淋巴细胞白血病(ALL)占儿童急性白血病的80%,成人急性白血病的20%。在大多数情况下,病因尚不清楚;然而,在大多数患者中发现遗传易感性。临床上,当患者外周血涂片或骨髓抽吸中淋巴细胞过多时,诊断为ALL。虽然现有治疗方法的5年总生存率超过90%,但仍有部分患者受到危及生命的影响[1]。因此,进一步改善临床结果和减少不良反应需要新的治疗方法,如microRNAs (miRNAs)生物标志物。此外,mirna在ALL亚型分类中表现出不同的表达谱,并参与各种癌症[2]。此前,miR-181a和miR-155在癌变过程中作为致癌或肿瘤抑制mirna进行了讨论。本研究旨在探讨miR-181a和miR-155及其预测靶基因在ALL发病机制中的作用。因此,使用miRDB 6.0软件进行芯片分析,识别预测的靶基因,使用GeneCodis 4.0软件识别miR-181a和miR-155调节的信号通路。如表1所示,与对照组相比,ALL组miR-181a被下调,而miR-155被显著上调[3]。对ALL细胞株DND-41进行靶基因表达分析,确定预测靶基因。在本研究中,miR-181a和miR-155调控的预测靶基因(靶评分≥80,靶表达≥20)分别揭示了57个基因和29个基因。miR-181a和miR- 155调控的最显著基因分别是DUSP6和H3F3A。DUSP6是复发前b ALL患者细胞外信号调节激酶(ERK)过度激活的调节因子。因此,该反应导致RAS通路和致癌酪氨酸激酶(如BCR-ABL1)的病变。此外,BCR-ABL1完成了前b ALL克隆的完全转化,并与其他mapk(如MAPK14和MAP2K1)的活性相关。因此,ERK被认为是RAS-ERK通路的负反馈调节因子[4]。据报道,H3F3A参与了由表观遗传调控过程中编码蛋白质的突变基因引起的儿科白血病的发病机制。H3F3A的突变导致该残基无法进行周期性的翻译后调控修饰,并在T-ALL发病过程中阻断了所有H3的三甲基化。具体来说,复发性T-ALL患者在H3K27和H3K36位点发现赖氨酸转化为精氨酸的突变。因此,H3蛋白表达降低与不良预后相关[5]。利用GeneCodis 4.0软件对KEGG通路进行功能富集分析。miR-181a和miR-155靶向的最显著的途径分别是p53信号通路和MAPK通路。SESN3主要通过诱导p53蛋白在氧化应激下的表达来响应p53蛋白,并与p53信号通路中的抗氧化反应密切相关。因此,SESN3可能是一种潜在的抗癌治疗药物,如白血病患者mTORC1降低机制[6]。此外,FOS破坏了MAPK通路组分,特别是MEK1和MEK2,这可能增加复发性ALL患者对化疗的敏感性。这些成分参与了MAPK/ERK信号通路中ERK磷酸化,而ERK磷酸化对化学耐药至关重要[7]。总之,差异表达的mirna具有很好的作用,可以作为ALL患者诊断、预后、预测和治疗的有效生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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