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PRRT 与 [Lu]Lu-DOTA-TATE 的 PBPK 模型:SAAM II 和 MATLAB/SimBiology 中模型实现的比较。

A PBPK model for PRRT with [Lu]Lu-DOTA-TATE: Comparison of model implementations in SAAM II and MATLAB/SimBiology.

机构信息

Department of Nuclear Medicine, Ulm University, Ulm, Germany; Medical Radiation Physics, Department of Nuclear Medicine, Ulm University, Ulm, Germany.

Medical Radiation Physics, Lund University, Lund, Sweden.

出版信息

Phys Med. 2024 Mar;119:103299. doi: 10.1016/j.ejmp.2024.103299. Epub 2024 Feb 16.

Abstract

UNLABELLED

Physiologically based pharmacokinetic (PBPK) models offer the ability to simulate and predict the biodistribution of radiopharmaceuticals and have the potential to enable individualised treatment planning in molecular radiotherapy. The objective of this study was to develop and implement a whole-body compartmental PBPK model for peptide receptor radionuclide therapy (PRRT) with [Lu]Lu-DOTA-TATE in SimBiology to allow for more complex analyses. The correctness of the model implementation was ensured by comparing its outputs, such as the time-integrated activity (TIA), with those of a PBPK model implemented in SAAM II software.

METHODS

A combined PBPK model for [Ga]Ga-DOTA-TATE and [Lu]Lu-DOTA-TATE was developed and implemented in both SAAM II and SimBiology. A retrospective analysis of 12 patients with metastatic neuroendocrine tumours (NETs) was conducted. First, time-activity curves (TACs) and TIAs from the two software were calculated and compared for identical parameter values. Second, pharmacokinetic parameters were fitted to activity concentrations, analysed and compared.

RESULTS

The PBPK model implemented in SimBiology produced TIA results comparable to those generated by the model implemented in SAAM II, with a relative deviation of less than 0.5% when using the same input parameters. The relative deviation of the fitted TIAs was less than 5% when model parameter values were fitted to the measured activity concentrations.

CONCLUSION

The proposed PBPK model implemented in SimBiology can be used for dosimetry in radioligand therapy and TIA prediction. Its outputs are similar to those generated by the PBPK model implemented in SAAM II, confirming the correctness of the model implementation in SimBiology.

摘要

目的

为了能够进行更复杂的分析,在 SimBiology 中建立并实现用于肽受体放射性核素治疗(PRRT)的 [Lu]Lu-DOTA-TATE 的整体房室式药代动力学(PBPK)模型。

方法

在 SAAM II 软件和 SimBiology 中分别建立并实现了 [Ga]Ga-DOTA-TATE 和 [Lu]Lu-DOTA-TATE 的联合 PBPK 模型。对 12 例转移性神经内分泌肿瘤(NET)患者进行了回顾性分析。首先,计算并比较了两种软件的时活性曲线(TAC)和时间积分活性(TIA),并使用相同的参数值进行比较。其次,拟合了药代动力学参数并对其进行分析和比较。

结果

在使用相同输入参数的情况下,SimBiology 中实现的 PBPK 模型产生的 TIA 结果与在 SAAM II 中实现的模型产生的结果相当,相对偏差小于 0.5%。当拟合模型参数值到测量的活性浓度时,拟合的 TIA 的相对偏差小于 5%。

结论

在 SimBiology 中实现的所提出的 PBPK 模型可用于配体治疗的剂量学和 TIA 预测。其输出与在 SAAM II 中实现的 PBPK 模型产生的结果相似,这证实了在 SimBiology 中实现模型的正确性。

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