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蛋白质组分析和ROC分析确定CD151和ELAVL1作为耐药性三阴性乳腺癌中抗病毒药物潜在治疗反应标志物。

Proteomic profiling and ROC analysis identify CD151 and ELAVL1 as potential therapy response markers for the antiviral drug in resistant TNBC.

作者信息

Marni Rakshmitha, Malla Manas, Chakraborty Anindita, Malla RamaRao

机构信息

Cancer Biology Laboratory, Department of Biochemistry and Bioinformatics, GITAM School of Science, GITAM (Deemed to be University), Visakhapatnam 530045, A.P., India.

Department of Computer Science and Engineering, GITAM School of Technology, GITAM (Deemed to be University), Visakhapatnam 530045, A.P., India.

出版信息

Life Sci. 2023 May 1;320:121534. doi: 10.1016/j.lfs.2023.121534. Epub 2023 Mar 6.

Abstract

Triple-negative breast cancer is high heterogeneous, aggressive, and metastatic with poor prognosis. Despite of advances in targeted therapies, TNBC has been reported to cause high morbidity and mortality. A rare subpopulation within the tumor microenvironment organized into a hierarchy of cancer stem cells is responsible for therapy resistance and tumor recurrence. Repurposing of antiviral drugs for cancer treatment is gaining momentum due to reduced cost, labour, and research time, but limited due to lack of prognostic, and predictive markers. The present study investigates proteomic profiling and ROC analysis to identify CD151 and ELAVL1 as potential therapy response markers for the antiviral drug 2-thio-6-azauridine (TAU) in resistant TNBC. The stemness of MDA-MB 231 and MDA-MD 468 adherent cells was enriched by culturing them under non-adherent and non-differentiation conditions. Then, CD151 subpopulation was isolated and characterized for the enrichment of stemness. This study found that CD151 has overexpressed in stemness enriched subpopulations, and also showed CD44 high and CD24 low expression along with stem cell-related transcription factors octamer-binding transcription factor 4 (OCT4) and Sex determining Y-box 2 (SOX2). This study also found that TAU induced significant cytotoxicity and genotoxicity in the CD151TNBC subpopulation and inhibited their proliferation by inducing DNA damage, cell cycle arrest at the GM phase, and apoptosis. Further, a proteomic profiling study showed that the expression of CD151 along with ELAVL1, an RNA-binding protein, was significantly reduced with TAU treatment. KM plotter showed correlation of CD151 and ELAVL1 gene expression with a poor prognosis of TNBC. ROC analysis predicted and validated CD151 and ELAVL1 as best therapy response marker for TAU in TNBC. These findings provide new insight into repurposing antiviral drug TAU for treatment of metastatic and drug resistant TNBC.

摘要

三阴性乳腺癌高度异质性、侵袭性强且具有转移性,预后较差。尽管靶向治疗取得了进展,但据报道三阴性乳腺癌仍会导致高发病率和死亡率。肿瘤微环境中一个罕见的亚群组织成癌干细胞层级结构,这是治疗耐药性和肿瘤复发的原因。由于成本、人力和研究时间的降低,将抗病毒药物重新用于癌症治疗的势头正在增强,但由于缺乏预后和预测标志物而受到限制。本研究调查蛋白质组学分析和ROC分析,以确定CD151和ELAVL1作为抗病毒药物2-硫代-6-氮杂尿苷(TAU)在耐药三阴性乳腺癌中的潜在治疗反应标志物。通过在非贴壁和非分化条件下培养MDA-MB 231和MDA-MD 468贴壁细胞,富集其干性。然后,分离并鉴定CD151亚群以富集干性。本研究发现CD151在干性富集亚群中过表达,并且还显示出CD44高表达和CD24低表达,以及与干细胞相关的转录因子八聚体结合转录因子4(OCT4)和性别决定Y盒2(SOX2)。本研究还发现TAU在CD151三阴性乳腺癌亚群中诱导显著的细胞毒性和遗传毒性,并通过诱导DNA损伤、使细胞周期停滞在G1期和诱导凋亡来抑制其增殖。此外,一项蛋白质组学分析研究表明,TAU处理后,CD151以及一种RNA结合蛋白ELAVL1的表达显著降低。KM绘图仪显示CD151和ELAVL1基因表达与三阴性乳腺癌的不良预后相关。ROC分析预测并验证CD151和ELAVL1是三阴性乳腺癌中TAU的最佳治疗反应标志物。这些发现为将抗病毒药物TAU重新用于治疗转移性和耐药性三阴性乳腺癌提供了新的见解。

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