Wei Lise, Aryal Madhava P, Rice John, Evans Joseph, Cuneo Kyle, Chang Daniel, Ten Haken Randall K, Balter James, Cao Yue, Lawrence Theodore S
Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan.
Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan.
Int J Radiat Oncol Biol Phys. 2025 Jul 1;122(3):690-697. doi: 10.1016/j.ijrobp.2025.03.054. Epub 2025 Mar 31.
This study aimed to identify predictors of global liver function change measured by albumin-bilirubin (ALBI) score following stereotactic body radiation therapy (SBRT) in patients with hepatocellular carcinoma (HCC). By integrating gadoxetic acid-enhanced magnetic resonance imaging (MRI) uptake and dosimetric data, the goal was to develop functional-based treatment-planning strategies that preserve hepatic function.
Twenty-five patients with HCC enrolled on an institutional review board-approved adaptive SBRT trial had liver dynamic gadoxetic acid-enhanced MRI and blood sample collections before and 1 month after SBRT. Gadoxetic acid uptake rate (k1) maps were quantified for regional hepatic function and coregistered to both 2-Gy equivalent dose and physical dose distributions. Mean or integral-based metrics, dose-volume or function-volume histogram metrics, and function-dose-volume histogram metrics were calculated. These metrics were correlated with percentage ALBI score changes by Spearman rank correlation with Bonferroni correction.
We found that the greater the sparing of liver with high-hepatic function (k1 intensity), the less the decline of ALBI score post-RT. The threshold for preserving global hepatic function was 10 % of the maximum k1 intensity and 5 Gy EQD2. The integration of regional function (k1) and dosimetric data improved the ability to predict ALBI score changes compared with dosimetric or functional data alone.
Combining regional liver function metrics from gadoxetic acid-enhanced MRI with radiation dose provides a robust model for predicting ALBI score changes following SBRT. These findings suggest that there is a potential for functional-based treatment planning to better preserve liver function in patients with HCC undergoing SBRT. Future studies are needed to externally validate these findings.
本研究旨在确定肝细胞癌(HCC)患者接受立体定向体部放射治疗(SBRT)后,通过白蛋白-胆红素(ALBI)评分测量的全球肝功能变化的预测因素。通过整合钆塞酸增强磁共振成像(MRI)摄取和剂量学数据,目标是制定基于功能的治疗计划策略以保留肝功能。
25例参加机构审查委员会批准的适应性SBRT试验的HCC患者在SBRT前和后1个月进行了肝脏动态钆塞酸增强MRI检查和血样采集。对钆塞酸摄取率(k1)图进行区域肝功能定量,并与2-Gy等效剂量和物理剂量分布进行配准。计算基于均值或积分的指标、剂量-体积或功能-体积直方图指标以及功能-剂量-体积直方图指标。通过经Bonferroni校正的Spearman等级相关性将这些指标与ALBI评分变化百分比相关联。
我们发现,肝功能高(k1强度)的肝脏保留越多,放疗后ALBI评分下降越少。保留全球肝功能的阈值是最大k1强度的10%和5 Gy EQD2。与单独的剂量学或功能数据相比,区域功能(k1)和剂量学数据的整合提高了预测ALBI评分变化的能力。
将钆塞酸增强MRI的区域肝功能指标与放射剂量相结合,为预测SBRT后ALBI评分变化提供了一个强大的模型。这些发现表明,基于功能的治疗计划有可能在接受SBRT的HCC患者中更好地保留肝功能。未来需要进行外部验证这些发现的研究。