Parisi Alessio, Struelens Lara, Vanhavere Filip
Belgian Nuclear Research Centre (SCK CEN), Boeretang 200, Mol, Belgium.
Phys Med Biol. 2021 Dec 13;66(23). doi: 10.1088/1361-6560/ac344e.
728 simulated microdosimetric lineal energy spectra (26 different ions betweenH andU, 28 energy points from 1 to 1000 MeV/n) were used in combination with a recently-developed biological weighting function (Parisi20201361-6560) and 571 publishedclonogenic survival curves in order to: (1) assess prediction intervals for theresults by deriving an empirical indication of the experimental uncertainty from the dispersion in thehamster lung fibroblast (V79) data used for the development of the biophysical model; (2) explore the possibility of modeling the relative biological effectiveness (RBE) of the 10% clonogenic survival of asynchronized normoxic repair-competent mammalian cell lines other than the one used for the development of the model (V79); (3) investigate the predictive power of the model through a comparison betweenresults anddata for 10 ions not used for the development of the model. At first, different strategies for the assessment of theprediction intervals were compared. The possible sources of uncertainty responsible for the dispersion in thedata were also shortly reviewed. Secondly, also because of the relevant scatter in thedata, no statistically-relevant differences were found between the RBEof the investigated different asynchronized normoxic repair-competent mammalian cell lines. The only exception (Chinese Hamster peritoneal fibroblasts, B14FAF28), is likely due to the limited dataset (allion data were extracted from a single publication), systematic differences in the linear energy transfer calculations for the employed very-heavy ions, and the use of reference photon survival curves extracted from a different publication. Finally, thepredictions for the 10 ions not used for the model development were in good agreement with the correspondingdata.
728个模拟微剂量线能量谱(氢到铀之间的26种不同离子,1至1000 MeV/n的28个能量点)与最近开发的生物权重函数(Parisi20201361 - 6560)以及571条已发表的克隆形成存活曲线相结合,目的是:(1)通过从用于生物物理模型开发的仓鼠肺成纤维细胞(V79)数据的离散度中得出实验不确定性的经验指标,来评估结果的预测区间;(2)探索对除用于模型开发的细胞系(V79)之外的异步常氧修复能力的哺乳动物细胞系10%克隆形成存活的相对生物效能(RBE)进行建模的可能性;(3)通过比较模型结果与未用于模型开发的10种离子的数据,研究模型的预测能力。首先,比较了评估预测区间的不同策略。还简要回顾了导致数据离散的可能不确定性来源。其次,同样由于数据中的显著散点,在所研究的不同异步常氧修复能力的哺乳动物细胞系的RBE之间未发现统计学上相关的差异。唯一的例外(中国仓鼠腹膜成纤维细胞,B14FAF28),可能是由于数据集有限(所有离子数据均从单一出版物中提取)、所采用的超重离子线能量转移计算中的系统差异以及使用从不同出版物中提取的参考光子存活曲线。最后,对未用于模型开发的10种离子的预测与相应数据吻合良好。