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通过综合生物信息学方法研究癌细胞对电离辐射抗性的分子决定因素。

Investigating Molecular Determinants of Cancer Cell Resistance to Ionizing Radiation Through an Integrative Bioinformatics Approach.

作者信息

Toy Halil Ibrahim, Karakülah Gökhan, Kontou Panagiota I, Alotaibi Hani, Georgakilas Alexandros G, Pavlopoulou Athanasia

机构信息

Izmir Biomedicine and Genome Center, Izmir, Turkey.

Izmir International Biomedicine and Genome Institute, Dokuz Eylül University, Izmir, Turkey.

出版信息

Front Cell Dev Biol. 2021 Apr 7;9:620248. doi: 10.3389/fcell.2021.620248. eCollection 2021.

Abstract

Eradication of cancer cells through exposure to high doses of ionizing radiation (IR) is a widely used therapeutic strategy in the clinical setting. However, in many cases, cancer cells can develop remarkable resistance to radiation. Radioresistance represents a prominent obstacle in the effective treatment of cancer. Therefore, elucidation of the molecular mechanisms and pathways related to radioresistance in cancer cells is of paramount importance. In the present study, an integrative bioinformatics approach was applied to three publicly available RNA sequencing and microarray transcriptome datasets of human cancer cells of different tissue origins treated with ionizing radiation. These data were investigated in order to identify genes with a significantly altered expression between radioresistant and corresponding radiosensitive cancer cells. Through rigorous statistical and biological analyses, 36 genes were identified as potential biomarkers of radioresistance. These genes, which are primarily implicated in DNA damage repair, oxidative stress, cell pro-survival, and apoptotic pathways, could serve as potential diagnostic/prognostic markers cancer cell resistance to radiation treatment, as well as for therapy outcome and cancer patient survival. In addition, our findings could be potentially utilized in the laboratory and clinical setting for enhancing cancer cell susceptibility to radiation therapy protocols.

摘要

通过暴露于高剂量电离辐射(IR)来根除癌细胞是临床中广泛使用的治疗策略。然而,在许多情况下,癌细胞会对辐射产生显著抗性。辐射抗性是有效治疗癌症的一个突出障碍。因此,阐明癌细胞中与辐射抗性相关的分子机制和途径至关重要。在本研究中,一种综合生物信息学方法被应用于三个公开可用的、对不同组织来源的人类癌细胞进行电离辐射处理后的RNA测序和微阵列转录组数据集。对这些数据进行研究,以鉴定在辐射抗性癌细胞和相应的辐射敏感癌细胞之间表达有显著变化的基因。通过严格的统计和生物学分析,36个基因被鉴定为辐射抗性的潜在生物标志物。这些主要涉及DNA损伤修复、氧化应激、细胞存活促进和凋亡途径的基因,可作为癌细胞对放射治疗抗性的潜在诊断/预后标志物,以及用于治疗结果和癌症患者生存情况的评估。此外,我们的发现可能在实验室和临床环境中用于增强癌细胞对放射治疗方案的敏感性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/9ec2368b554e/fcell-09-620248-g0001.jpg

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