Division of Molecular and Translational Radiation Oncology, Heidelberg University Medical School, Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany.
Heidelberg Ion-Beam Therapy Center (HIT), Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany.
Sci Rep. 2018 Oct 4;8(1):14829. doi: 10.1038/s41598-018-33194-4.
Radiotherapy with protons and heavier ions landmarks a novel era in the field of high-precision cancer therapy. To identify patients most benefiting from this technologically demanding therapy, fast assessment of comparative treatment plans utilizing different ion species is urgently needed. Moreover, to overcome uncertainties of actual in-vivo physical dose distribution and biological effects elicited by different radiation qualities, development of a reliable high-throughput algorithm is required. To this end, we engineered a unique graphics processing unit (GPU) based software architecture allowing rapid and robust dose calculation. FRoG, Fast Recalculation on GPU, currently operates with four particle beams available at Heidelberg Ion Beam Therapy center, i.e., raster-scanning proton (H), helium (He), carbon (C) and oxygen ions (O). FRoG enables comparative analysis of different models for estimation of physical and biological effective dose in 3D within minutes and in excellent agreement with the gold standard Monte Carlo (MC) simulation. This is a crucial step towards development of next-generation patient specific radiotherapy.
放射治疗质子和重离子标志着高精度癌症治疗领域的一个新时代。为了确定哪些患者最能从这项技术要求很高的治疗中获益,迫切需要快速评估利用不同离子种类的比较治疗计划。此外,为了克服由不同辐射质量引起的实际体内物理剂量分布和生物效应的不确定性,需要开发一种可靠的高通量算法。为此,我们设计了一种独特的基于图形处理单元 (GPU) 的软件架构,允许快速稳健的剂量计算。FRoG,GPU 上的快速重新计算,目前可用于海德堡离子束治疗中心的四种粒子束,即扫描质子 (H)、氦 (He)、碳 (C) 和氧离子 (O)。FRoG 能够在几分钟内对不同模型进行比较分析,以估计 3D 中的物理和生物有效剂量,并且与金标准蒙特卡罗 (MC) 模拟非常吻合。这是开发下一代个体化放疗的关键步骤。