A comprehensive analysis of notch signaling genes in breast cancer: Expression pattern and prognostic significance

Shazia Sofi , Hina Qayoom , Nusrat Jan , Nighat Khaliq , Mohd Zahoor ul Haq Shah , Abdullah Almilaibary , Manzoor Ahmad Mir
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引用次数: 2

Abstract

The most recurrent type of cancer among women is breast cancer which is an intricate disease with high intertumoral and intratumoral heterogeneity. Such variability is a key factor in the failure of current treatments and the emergence of resistance. It is crucial to develop novel therapeutic options to enhance the prognosis for breast cancer patients due to the limitations of current therapy and the unavoidable formation of acquired drug resistance (chemo and endocrine) as well as radio resistance. Poor clinical results in the treatment of breast cancer, that is resistance are associated with deregulated Notch signalling within the breast tumor and its tumor microenvironment (TME). In this research, a bioinformatics approach was used to check the expression pattern, the role, as well as the prognostic and diagnostic significance of the deregulated Notch-related genes in BC patients. The various bioinformatic tools include; UCSC XENA, GEPIA 2, UALCAN, bc Genexminer, KM Plotter, ENRICHR, STRING and Cytoscape. The study demonstrates that highly dysregulated genes (NOTCH4, CCND1, JAG1, DLL1, MAML2, and EGFR) can be used as biomarkers to identify breast cancer patients with poor prognosis and as potential targets for therapeutic intervention. The study found that 6 genes—NOTCH4, CCND1, JAG1, DLL1, MAML2, and EGFR—out of 22 tested genes showed a significant log2 fold change. Our study revealed that Luminal Breast Cancer patients display a high expression of the CCND1 gene in comparison to its expression in normal. The results of our study also depicted that the patients with elevated levels of NOTCH-related gene expression displayed better relapse-free survival with p < 0.05. Moreover, we analysed the deregulated notch genes that play an important role in various cellular and molecular processes. The study shows that these highly deregulated screened genes could be utilized as the Biomarkers that help to reveal poor prognosis and could act as targets for treating BC. However, the identification of these dysregulated genes involved in notch signallibng through insilico approach is not sufficient.

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乳腺癌症notch信号基因表达模式及预后意义的综合分析
女性中最常复发的癌症是癌症,这是一种复杂的疾病,具有高度的肿瘤间和肿瘤内异质性。这种变异性是当前治疗失败和耐药性出现的关键因素。由于目前治疗的局限性以及不可避免的获得性耐药性(化疗和内分泌)和放射性耐药性的形成,开发新的治疗方案以提高癌症患者的预后至关重要。癌症治疗的不良临床结果,即耐药性与乳腺肿瘤及其肿瘤微环境(TME)中Notch信号的失调有关。在这项研究中,使用生物信息学方法来检查BC患者中失调的Notch相关基因的表达模式、作用以及预后和诊断意义。各种生物信息学工具包括:;UCSC XENA、GEPIA 2、UALCAN、bc Genexminer、KM Plotter、ENRICHR、STRING和Cytoscape。该研究表明,高度失调的基因(NOTCH4、CCND1、JAG1、DLL1、MAML2和EGFR)可作为生物标志物来识别预后不良的癌症患者,并作为治疗干预的潜在靶点。研究发现,在22个测试基因中,有6个基因——NOTCH4、CCND1、JAG1、DLL1、MAML2和EGFR——显示出显著的log2倍变化。我们的研究表明,与正常人相比,癌症患者的CCND1基因表达较高。我们的研究结果还表明,NOTCH相关基因表达水平升高的患者表现出更好的无复发生存率;0.05。此外,我们分析了在各种细胞和分子过程中发挥重要作用的失调notch基因。研究表明,这些高度失调的筛选基因可以作为有助于揭示不良预后的生物标志物,并可以作为治疗BC的靶点。然而,通过原位杂交方法鉴定这些参与notch信号传导的失调基因是不够的。
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来源期刊
Advances in cancer biology - metastasis
Advances in cancer biology - metastasis Cancer Research, Oncology
CiteScore
2.40
自引率
0.00%
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0
审稿时长
103 days
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