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能否通过治疗前的生长抑素受体(SSTR)正电子发射断层扫描(PET)预测镥-奥曲肽(Lu-DOTATATE)在肾脏的吸收剂量?多中心数据研究结果

Can Lu-DOTATATE Kidney Absorbed Doses be Predicted from Pretherapy SSTR PET? Findings from Multicenter Data.

作者信息

Akhavanallaf Azadeh, Lu Zhonglin, Peterson Avery B, Blakkisrud Johan, Kurkowska Sara, Yadav Surekha, Wang Chang, Uribe Carlos, Stokke Caroline, Rahmim Arman, Wong Ka Kit, Beauregard Jean-Mathieu, Hope Thomas A, Sjögreen Gleisner Katarina, Dewaraja Yuni K

机构信息

Department of Radiology, University of Michigan Medical Center, Ann Arbor, Michigan.

Department of Radiology, University of Michigan Medical Center, Ann Arbor, Michigan;

出版信息

J Nucl Med. 2025 Jul 1;66(7):1082-1090. doi: 10.2967/jnumed.124.269098.

Abstract

Before performing Lu-DOTATATE therapy for neuroendocrine tumors, somatostatin receptor (SSTR) PET imaging is currently used to confirm sufficient tumor SSTR expression, but it also has potential to be used to personalize treatment by predicting absorbed doses to critical organs. This study aims to validate the predictive capability of SSTR PET in anticipating renal absorbed dose in the first cycle of Lu-DOTATATE using a multicenter dataset to analyze and derive insights from a broader patient population. Retrospective data from 5 centers were included in this study: 1 in Canada ( = 25), 1 in Norway ( = 75), 1 in Sweden ( = 18), and 2 in the United States ( = 36 and = 26). At each center, pretherapy SSTR PET/CT imaging and postcycle 1 Lu imaging-based dosimetry were performed according to site-specific protocols. The mixed-effects model treating centers as random effects was developed using baseline SSTR PET renal uptake values to predict renal absorbed dose from Lu-DOTATATE. Additionally, leave-one-center-out cross-validation and leave-one-sample-out cross-validation were implemented for external and internal validation, respectively, measuring mean absolute error and mean relative absolute error. Across all participating centers, the median cycle 1 renal absorbed dose was 0.56 Gy/GBq (range, 0.14-1.27 Gy/GBq), whereas the median pretherapy SSTR PET renal uptake was 110.7 Bq/mL/MBq (range, 28.6-287.7 Bq/mL/MBq). The differences among center means were statistically significant for both absorbed dose and PET uptake ( < 0.0001 from 1-way ANOVA). A significant ( < 0.05) correlation was observed between kidney SSTR PET uptake and Lu-DOTATATE absorbed dose for each center (center-specific coefficient of determination ranged from 0.14 to 0.53). When data across all centers were aggregated, the mixed-effects model achieved a coefficient of determination of 0.25 ( < 0.01), resulting in an mean absolute error of 0.15 Gy/GBq (SD, 0.11 Gy/GBq) and an mean relative absolute error of 28% (SD, 24%) for external validation and 0.12 Gy/GBq (SD, 0.10 Gy/GBq) and 22% (SD, 20%) for internal validation. The correlations observed between SSTR PET renal uptake and Lu-DOTATATE absorbed dose to kidneys across a multicenter population are statistically significant yet modest. The prediction model achieved a mean relative absolute error 28% or less for both external and internal validation of PET-predicted absorbed doses. The intercenter differences suggest the need for standardized imaging protocols and dosimetry workflows.

摘要

在对神经内分泌肿瘤进行镥-奥曲肽治疗之前,目前使用生长抑素受体(SSTR)PET成像来确认肿瘤有足够的SSTR表达,但它也有可能通过预测关键器官的吸收剂量来实现个性化治疗。本研究旨在利用多中心数据集,通过分析更广泛的患者群体并从中获取见解,验证SSTR PET在预测镥-奥曲肽治疗第一周期肾脏吸收剂量方面的预测能力。本研究纳入了5个中心的回顾性数据:加拿大1个中心(n = 25)、挪威1个中心(n = 75)、瑞典1个中心(n = 18)以及美国2个中心(n = 36和n = 26)。在每个中心,根据特定地点的方案进行治疗前SSTR PET/CT成像和基于第一周期后镥成像的剂量测定。使用基线SSTR PET肾脏摄取值建立了将中心视为随机效应的混合效应模型,以预测镥-奥曲肽的肾脏吸收剂量。此外,分别进行了留一中心法交叉验证和留一样本法交叉验证以进行外部和内部验证,测量平均绝对误差和平均相对绝对误差。在所有参与中心中,第一周期肾脏吸收剂量的中位数为0.56 Gy/GBq(范围为0.14 - 1.27 Gy/GBq),而治疗前SSTR PET肾脏摄取的中位数为110.7 Bq/mL/MBq(范围为28.6 - 287.7 Bq/mL/MBq)。吸收剂量和PET摄取的中心均值差异均具有统计学意义(单因素方差分析P < 0.0001)。每个中心的肾脏SSTR PET摄取与镥-奥曲肽吸收剂量之间均观察到显著相关性(中心特异性决定系数范围为0.14至0.53)。当汇总所有中心的数据时,混合效应模型的决定系数为0.25(P < 0.01),外部验证的平均绝对误差为0.15 Gy/GBq(标准差,0.11 Gy/GBq),平均相对绝对误差为28%(标准差,24%);内部验证的平均绝对误差为0.12 Gy/GBq(标准差,0.10 Gy/GBq),平均相对绝对误差为22%(标准差,20%)。在多中心人群中观察到的SSTR PET肾脏摄取与镥-奥曲肽对肾脏的吸收剂量之间的相关性具有统计学意义,但程度适中。该预测模型在PET预测吸收剂量的外部和内部验证中均实现了平均相对绝对误差在28%或更低。中心间差异表明需要标准化的成像方案和剂量测定工作流程。

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