论文标题

定量生物发光层析成像指导系统,用于体内保形辐照

Quantitative Bioluminescence Tomography-guided System for Conformal Irradiation In Vivo

论文作者

Xu, Xiangkun, Deng, Zijian, Dehghani, Hamid, Iordachita, Iulian, Lim, Michael, Wong, John W., Wang, Ken Kang-Hsin

论文摘要

尽管已使用锥束CT(CBCT)来指导临床前放射疗法(RT)研究的照射,但它仅限于定位软组织靶标,尤其是在低成像对比度环境中。目标形状的知识是RT的基本需求。如果没有这样的信息来指导辐射,则可以不必要地辐射正常组织,从而导致实验性不确定性。对此需求的认识导致我们开发了定量生物发光层析成像(QBLT),这与本地化光学靶标的形成鲜明对比。我们证明了其使用原位生物发光胶质母细胞瘤(GBM)模型引导共形RT的能力。通过多投影和多光谱生物发光成像以及一种新型的光谱衍生方法,我们的QBLT系统能够重建具有定位精度<1mm的GBM。确定最佳阈值来描述QBLT重建的总目标体积(GTV_ {QBLT}),该目标量(GTV_ {QBLT})提供了GTV_ {QBLT}和CBCT对比度标记为GBM(GTV)之间的最佳重叠,用作GBM体积的地面真相。为了说明QBLT在目标定位和卷描述中的不确定性,我们还创新了保证金设计。确定了0.5mm的边距,并将其添加到GTV_ {QBLT}中,以形成计划目标体积(PTV_ {QBLT}),该目标量从75%(0mm余量)提高了肿瘤覆盖率,并显着降低了TUMOR覆盖率的相应变化(n = 10)。此外,由于规定的剂量5GY覆盖了PTV_ {QBLT}的95%,QBLT引导的7局共形RT可以照射99.4 \ pm GTV的GTV vs. 65.5 \ pm 18.5%,18.5%,使用常规单场照射(N = 10)。我们的QBLT指导系统为研究人员提供了一个独特的机会,可以指导软组织目标的照射,并增加科学发现的严格和可重复性。

Although cone-beam CT (CBCT) has been used to guide irradiation for pre-clinical radiotherapy(RT) research, it is limited to localize soft tissue target especially in a low imaging contrast environment. Knowledge of target shape is a fundamental need for RT. Without such information to guide radiation, normal tissue can be irradiated unnecessarily, leading to experimental uncertainties. Recognition of this need led us to develop quantitative bioluminescence tomography (QBLT), which provides strong imaging contrast to localize optical targets. We demonstrated its capability of guiding conformal RT using an orthotopic bioluminescent glioblastoma (GBM) model. With multi-projection and multi-spectral bioluminescence imaging and a novel spectral derivative method, our QBLT system is able to reconstruct GBM with localization accuracy <1mm. An optimal threshold was determined to delineate QBLT reconstructed gross target volume (GTV_{QBLT}), which provides the best overlap between the GTV_{QBLT} and CBCT contrast labeled GBM (GTV), used as the ground truth for the GBM volume. To account for the uncertainty of QBLT in target localization and volume delineation, we also innovated a margin design; a 0.5mm margin was determined and added to GTV_{QBLT} to form a planning target volume (PTV_{QBLT}), which largely improved tumor coverage from 75% (0mm margin) to 98% and the corresponding variation (n=10) of the tumor coverage was significantly reduced. Moreover, with prescribed dose 5Gy covering 95% of PTV_{QBLT}, QBLT-guided 7-field conformal RT can irradiate 99.4 \pm 1.0% of GTV vs. 65.5 \pm 18.5% with conventional single field irradiation (n=10). Our QBLT-guided system provides a unique opportunity for researchers to guide irradiation for soft tissue targets and increase rigorous and reproducibility of scientific discovery.

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