1. Screening radiation-differentially expressed circular RNAs and establishing dose classification models in the human lymphoblastoid cell line AHH-1.
- Author
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Tian, Xue-Lei, Zhang, Ting-Ting, Cai, Tian-Jing, Tian, Mei, and Liu, Qing-Jie
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LYMPHOBLASTOID cell lines , *CIRCULAR RNA , *RECEIVER operating characteristic curves , *IONIZING radiation , *POLYMERASE chain reaction - Abstract
In the event of a large-scale radiological accident, rapid and high-throughput biodosimetry is the most vital basis in medical resource allocation for the prompt treatment of victims. However, the current biodosimeter is yet to be rapid and high-throughput. Studies have shown that ionizing radiation modulates expressions of circular RNAs (circRNAs) in healthy human cell lines and tumor tissue. circRNA expressions can be quantified rapidly and high-throughput. However, whether circRNAs are suitable for early radiation dose classification remains unclear. We employed transcriptome sequencing and bioinformatics analysis to screen for radiation-differentially expressed circRNAs in the human lymphoblastoid cell line AHH-1 at 4 h following exposure to 0, 2, and 5 Gy 60Co γ-rays. The dose–response relationships between differentially expressed circRNA expressions and absorbed doses were investigated using real-time polymerase chain reaction and linear regression analysis at 4 h, 24 h, and 48 h post-exposure to 0, 2, 4, 6, and 8 Gy. Six distinct dose classification models of circRNA panels were established and validated by receiver operating characteristic (ROC) curve analysis. A total of 11 radiation-differentially expressed circRNAs were identified and validated. Based on dose–response effects, those circRNAs changed in a dose-responsive or dose-dependent manner were combined into panels A through F at 4 h, 24 h, and 48 h post-irradiation. ROC curve analysis showed that panels A through C had the potential to effectively classify exposed and non-exposed conditions, which area under the curve (AUC) of these three panels were all 1.000, and the associate p values were.009. Panels D through F excellently distinguished between different dose groups (AUC = 0.963–1.000, p <.05). The validation assay showed that panels A through F demonstrated consistent excellence in sensitivity and specificity in dose classification. Ionizing radiation can indeed modulate the circRNA expression profile in the human lymphoblastoid cell line AHH-1. The differentially expressed circRNAs exhibit the potential for rapid and high-throughput dose classification. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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