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电离辐射剂量和辐照后时间对人乳腺癌 SKBR3 细胞系生物学效应的分子线索:拉曼光谱研究。

The molecular cues for the biological effects of ionizing radiation dose and post-irradiation time on human breast cancer SKBR3 cell line: A Raman spectroscopy study.

机构信息

Department of Medical Physics, Tarbiat Modares University, Tehran, Iran.

Department of Chemistry, Tarbiat Modares University, Tehran, Iran.

出版信息

J Photochem Photobiol B. 2018 Mar;180:1-8. doi: 10.1016/j.jphotobiol.2018.01.014. Epub 2018 Jan 31.

Abstract

Radiotherapy is one of the main modalities of cancer treatment. The utility of Raman spectroscopy (RS) for detecting the distinct radiobiological responses in human cancer cells is currently under investigation. RS holds great promises to provide good opportunities for personalizing radiotherapy treatments. Here, we report the effects of the radiation dose and post-irradiation time on the molecular changes in the human breast cancer SKBR3 cells, using RS. The SKBR3 cells were irradiated by gamma radiation with different doses of 0, 1, 2, 4, and 6 Gy. The Raman signals were acquired 24 and 48 h after the gamma radiation. The collected Raman spectra were analyzed by different statistical methods such as principal component analysis, linear discriminant analysis, and genetic algorithm. A thorough analysis of the obtained Raman signals revealed that 2 Gy of gamma radiation induces remarkable molecular and structural changes in the SKBR3 cells. We found that the wavenumbers in the range of 1000-1400 cm in Raman spectra are selective for discriminating between the effects of the different doses of irradiation. The results also revealed that longer post-irradiation time leads to the relaxation of the cells to their initial state. The molecular changes that occurred in the 2Gy samples were mostly reversible. On the other hand, the exposure to doses higher than 4Gy induced serious irreversible changes, mainly seen in 2700-2800 cm in Raman spectra. The classification models developed in this study would help to predict the radiation-based molecular changes induced in the cancer cells by only using RS. Also, this designed framework may facilitate the process of biodosimetry.

摘要

放射治疗是癌症治疗的主要方式之一。目前正在研究拉曼光谱(RS)在检测人类癌细胞中独特的放射生物学反应方面的应用。RS 有望为放射治疗的个体化提供良好的机会。在这里,我们报告了使用 RS 检测不同辐射剂量和辐照后时间对人乳腺癌 SKBR3 细胞分子变化的影响。SKBR3 细胞用不同剂量(0、1、2、4 和 6Gy)的γ射线照射。在γ射线照射后 24 和 48 小时采集拉曼信号。通过主成分分析、线性判别分析和遗传算法等不同统计方法对采集的拉曼光谱进行分析。对获得的拉曼信号进行了深入分析,结果表明 2Gy 的γ射线辐射会引起 SKBR3 细胞明显的分子和结构变化。我们发现,拉曼光谱中 1000-1400cm 范围内的波数可用于区分不同剂量辐射的影响。结果还表明,辐照后时间越长,细胞会恢复到初始状态。在 2Gy 样品中发生的分子变化大多是可逆的。另一方面,暴露于 4Gy 以上的剂量会引起严重的不可逆变化,主要在拉曼光谱中 2700-2800cm 处可见。本研究中开发的分类模型有助于仅使用 RS 预测癌症细胞中因辐射引起的分子变化。此外,该设计框架可以促进生物剂量测定的过程。

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