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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引用次数: 0
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.
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.