Phillips Michael, Byrnes Richard, Cataneo Renee N, Chaturvedi Anirudh, Kaplan Peter D, Libardoni Mark, Mehta Vivek, Mundada Mayur, Patel Urvish, Ramakrishna Naren, Schiff Peter B, Zhang Xiang
Breath Research Laboratory, Menssana Research Inc., 211 Warren St, Newark, NJ 07103, USA.
J Breath Res. 2013 Sep;7(3):036002. doi: 10.1088/1752-7155/7/3/036002. Epub 2013 Jun 24.
Breath testing could provide a rational tool for radiation biodosimetry because radiation causes distinct stress-producing molecular damage, notably an increased production of reactive oxygen species. The resulting oxidative stress accelerates lipid peroxidation of polyunsaturated fatty acids, liberating alkanes and alkane metabolites that are excreted in the breath as volatile organic compounds (VOCs). Breath tests were performed before and after radiation therapy over five days in 31 subjects receiving daily fractionated doses: 180-400 cGy d(-1) standard radiotherapy (n = 26), or 700-1200 cGy d(-1) high-dose stereotactic body radiotherapy (n = 5). Breath VOCs were assayed using comprehensive two-dimensional gas chromatography time-of-flight mass spectrometry. Multiple Monte Carlo simulations identified approximately 50 VOCs as greater-than-chance biomarkers of radiation on all five days of the study. A consistent subset of 15 VOCs was observed at all time points. A radiation response function was built by combining these biomarkers and the resulting dose-effect curve was significantly elevated at all exposures ⩾1.8 Gy. Cross-validated binary algorithms identified radiation exposures ⩾1.8 Gy with 99% accuracy, and ⩾5 Gy with 78% accuracy. In this proof of principal study of breath VOCs, we built a preliminary radiation response function based on 15 VOCs that appears to identify exposure to localized doses of 1.8 Gy and higher. VOC breath testing could provide a new tool for rapid and non-invasive radiation biodosimetry.
呼气测试可为辐射生物剂量测定提供一种合理的工具,因为辐射会造成独特的产生应激的分子损伤,尤其是活性氧物质的生成增加。由此产生的氧化应激会加速多不饱和脂肪酸的脂质过氧化,释放出烷烃和烷烃代谢产物,这些物质会以挥发性有机化合物(VOCs)的形式通过呼气排出。对31名接受每日分次剂量照射的受试者在放疗前后进行了为期五天的呼气测试:180 - 400 cGy d(-1) 的标准放疗(n = 26),或700 - 1200 cGy d(-1) 的高剂量立体定向体部放疗(n = 5)。使用全二维气相色谱 - 飞行时间质谱法测定呼气中的VOCs。多次蒙特卡罗模拟确定在研究的所有五天中约有50种VOCs作为辐射大于随机水平的生物标志物。在所有时间点都观察到了15种VOCs的一致子集。通过组合这些生物标志物构建了辐射响应函数,并且在所有暴露剂量⩾1.8 Gy时,所得的剂量 - 效应曲线显著升高。交叉验证的二元算法识别辐射暴露剂量⩾1.8 Gy的准确率为99%,⩾5 Gy的准确率为78%。在这项关于呼气VOCs的原理验证研究中,我们基于15种VOCs构建了一个初步的辐射响应函数,该函数似乎能够识别局部剂量为1.8 Gy及更高剂量的辐射暴露。呼气VOC测试可为快速、非侵入性的辐射生物剂量测定提供一种新工具。