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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.

DOI:10.3389/fcell.2021.620248
PMID:33898418
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8058375/
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/4070/8058375/77dc81cdbbb8/fcell-09-620248-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/9ec2368b554e/fcell-09-620248-g0001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/ec156491be1f/fcell-09-620248-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/77dc81cdbbb8/fcell-09-620248-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/9ec2368b554e/fcell-09-620248-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/9a8ba1732da5/fcell-09-620248-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/505480cc69e4/fcell-09-620248-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/ec156491be1f/fcell-09-620248-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4070/8058375/77dc81cdbbb8/fcell-09-620248-g0005.jpg

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2
The role of poly(ADP-ribose) polymerase inhibitors in the treatment of cancer and methods to overcome resistance: a review.聚(ADP - 核糖)聚合酶抑制剂在癌症治疗中的作用及克服耐药性的方法:综述
Cell Biosci. 2020 Mar 11;10:35. doi: 10.1186/s13578-020-00390-7. eCollection 2020.
3
Effects of High-Dose Ionizing Radiation in Human Gene Expression: A Meta-Analysis.
Eur J Psychotraumatol. 2023;14(2):2258723. doi: 10.1080/20008066.2023.2258723. Epub 2023 Sep 22.
4
"In the light of evolution:" keratins as exceptional tumor biomarkers.从进化角度来看:角蛋白作为一种特殊的肿瘤标志物。
PeerJ. 2023 Mar 17;11:e15099. doi: 10.7717/peerj.15099. eCollection 2023.
5
Calreticulin Expression Controls Cellular Redox, Stemness, and Radiosensitivity to Function as a Novel Adjuvant for Radiotherapy in Neuroblastoma.钙网织蛋白表达控制细胞氧化还原、干性和放射敏感性,可作为神经母细胞瘤放疗的新型辅助剂。
Oxid Med Cell Longev. 2023 Jan 6;2023:8753309. doi: 10.1155/2023/8753309. eCollection 2023.
6
Radiation Type- and Dose-Specific Transcriptional Responses across Healthy and Diseased Mammalian Tissues.健康和患病哺乳动物组织中辐射类型及剂量特异性转录反应
Antioxidants (Basel). 2022 Nov 18;11(11):2286. doi: 10.3390/antiox11112286.
7
Investigation of the Biological Implications of Complex DNA Damage with Emphasis in Cancer Radiotherapy through a Systems Biology Approach.通过系统生物学方法研究复杂 DNA 损伤的生物学意义,重点关注癌症放射治疗。
Molecules. 2021 Dec 15;26(24):7602. doi: 10.3390/molecules26247602.
8
Can Systems Biology Advance Clinical Precision Oncology?系统生物学能否推动临床精准肿瘤学的发展?
Cancers (Basel). 2021 Dec 16;13(24):6312. doi: 10.3390/cancers13246312.
9
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Int J Mol Sci. 2021 Sep 5;22(17):9601. doi: 10.3390/ijms22179601.
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7
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Pharmacol Ther. 2019 Nov;203:107395. doi: 10.1016/j.pharmthera.2019.107395. Epub 2019 Jul 30.