Functional avoidance liver 4π-SBRT informed by quantitative Gadoxetic-acid contrast-enhanced MR T1 mapping.

IF 6.5 1区 医学 Q1 ONCOLOGY
Joshua Everts, Yang Yang, Qifan Xu, Qihui Lyu, Mary Feng, Jessica Scholey, Michael Ohliger, William C Chen, Alexandra E Hotca, Mekhail Anwar, Junzhou Chen, Zhaoyang Fan, Ke Sheng, Wensha Yang
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Abstract

Purpose: Recent studies have identified the T1 reduction rates (k1) from Gadoxetic acid-enhanced magnetic resonance imaging (MR) as a biomarker for liver function. In this study, we validate k1 maps as a functional biomarker and develop 4π noncoplanar treatment plans using k1 maps to guide the optimization for liver functional avoidance stereotactic body radiation therapy (FA-SBRT).

Methods: 106 patients underwent pre- and post-contrast T1 mapping MR. Mean liverGTV k1 values were correlated with Child-Pugh (CP) and ALBI scores. The highfunction (HF) liver region was identified and masked using a patient-specific threshold from Gaussian decomposition of the k1 histogram. Twenty patients were retrospectively planned with coplanar and non-coplanar 4π-SBRT with and without functional avoidance. Tumor coverage was maintained at a minimum of 90% PTV to receive prescription, and standard OAR constraints were set for all plans. Dose metrics included mean dose to the HF liver and HF liver volume receiving 6 Gy, which was shown to impact patient liver function. A paired, two-tailed t-test was used to determine the statistical significance.

Results: k1 values were inversely correlated with CP and ALBI. The 4π FA-SBRT plans reduced the mean dose to the high-function liver volume by 21.8% (from 9.2 Gy to 6.5 Gy) (p<.0001) and the volume of high-function liver receiving > 6 Gy by 39.5% (from 507.5cc to 302.2cc) compared with the 20-beam coplanar geometry (p<.0001). All reductions were statistically significant (p<.01).

Conclusion: This study validates k1 derived from free-breathing T1 mapping MR as a liver function biomarker in a cancer patient cohort. Gaussian decomposition can threshold the k1 distribution to create patient-specific HF liver masks. The 4π FA SBRT planning guided by k1 maps significantly reduced the mean dose to the HF liver, as well as the volume of HF receiving >6Gy.

定量Gadoxetic-acid增强MR T1定位提示功能性回避肝4π-SBRT。
目的:最近的研究已经从加多西酸增强磁共振成像(MR)中确定T1还原率(k1)作为肝功能的生物标志物。在这项研究中,我们验证了k1图谱作为一种功能性生物标志物,并利用k1图谱制定了4π非共面治疗计划,以指导肝脏功能回避立体定向放射治疗(FA-SBRT)的优化。方法:106例患者行造影前和造影后T1定位MR.平均liverGTV k1值与Child-Pugh (CP)和ALBI评分相关。利用k1直方图高斯分解的患者特异性阈值识别和掩盖高功能(HF)肝脏区域。回顾性计划20例患者行共面和非共面4π-SBRT伴和不伴功能回避。肿瘤覆盖率维持在至少90%的PTV来接受处方,并为所有计划设置标准OAR约束。剂量指标包括对HF肝的平均剂量和接受6 Gy的HF肝体积,这被证明会影响患者的肝功能。采用配对双尾t检验确定统计学显著性。结果:k1值与CP、ALBI呈负相关。与20束共面几何相比,4π FA-SBRT计划将高功能肝脏体积的平均剂量降低了21.8%(从9.2 Gy降至6.5 Gy) (p6 Gy降低了39.5%(从507.5cc降至302.2cc)(结论:本研究验证了自由呼吸T1定位MR获得的k1作为癌症患者队列中的肝功能生物标志物。高斯分解可以阈值k1分布,以创建患者特异性HF肝口罩。以k1图谱为指导的4π FA SBRT规划显著降低了HF肝脏的平均剂量,以及接受bbb6gy的HF体积。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
11.00
自引率
7.10%
发文量
2538
审稿时长
6.6 weeks
期刊介绍: International Journal of Radiation Oncology • Biology • Physics (IJROBP), known in the field as the Red Journal, publishes original laboratory and clinical investigations related to radiation oncology, radiation biology, medical physics, and both education and health policy as it relates to the field. This journal has a particular interest in original contributions of the following types: prospective clinical trials, outcomes research, and large database interrogation. In addition, it seeks reports of high-impact innovations in single or combined modality treatment, tumor sensitization, normal tissue protection (including both precision avoidance and pharmacologic means), brachytherapy, particle irradiation, and cancer imaging. Technical advances related to dosimetry and conformal radiation treatment planning are of interest, as are basic science studies investigating tumor physiology and the molecular biology underlying cancer and normal tissue radiation response.
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