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DOI 10.3390/cancers17243957

Медицинская библиотека · Cancers · 2025

Digital Twins for Radiopharmaceutical Dosimetry: PBPK Modelling of [177Lu]Lu-rhPSMA-10.1 in a Preclinical mCRPC Model.

Costa Gustavo, Yousefzadeh-Nowshahr Elham, Vasic Valentina, Sun Baiqing, Nagel Luca, Wurzer Alexander, Schilling Franz, Beer Ambros, Weber Wolfgang, Kossatz Susanne, Glatting Gerhard

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Аннотация

Background/

Objectives

Accurate absorbed dose estimation is essential for optimising targeted radionuclide therapy (TRT) in metastatic castration-resistant prostate cancer, where kidney toxicity is dose-limiting. [177Lu]Lu-rhPSMA-10.1 is a novel PSMA-targeted radioligand with favourable tumour-to-kidney uptake ratios; however, inter-patient pharmacokinetic variability can lead to differences in organ and tumour absorbed doses under fixed-activity administration. Personalised dosimetry offers a means to address this variability. This work aims to create mouse PBPK model-based digital twins for [177Lu]Lu-rhPSMA-10.1 to test the model's resistance to noise and evaluate its impact on accuracy and absorbed dose calculations.

Methods

Five CB-17 SCID mice bearing LNCaP tumour xenografts received 2.6-3.1 MBq [177Lu]Lu-rhPSMA-10.1 intravenously. Biodistribution was assessed 24 h post-injection by organ weighing and gamma counting. The PBPK model, implemented in MATLAB SimBiology (R2023a), was fitted to individual biodistribution data using mouse-specific physiological parameters. Digital twins-combining the model with fitted parameters-were used to generate time-activity curves (TACs) for kidneys, tumours, and the whole body. Gaussian noise (σ = 0-0.35) was added to TACs to simulate measurement error. The model was refitted, and absorbed doses from time-integrated activities (TIAs) were compared to digital twin references.

Results

The digital twin approach reproduced experimental data with physiologically plausible parameters. Absorbed dose estimates remained consistent and robust, deviating by <2.3% in kidneys and <1.0% in tumours.

Conclusions

PBPK-based digital twins enable reliable, individualised dosimetry, even under substantial measurement uncertainty.

Для цитирования: Costa Gustavo, Yousefzadeh-Nowshahr Elham, Vasic Valentina, Sun Baiqing, Nagel Luca, Wurzer Alexander, Schilling Franz, Beer Ambros, Weber Wolfgang, Kossatz Susanne, Glatting Gerhard. Digital Twins for Radiopharmaceutical Dosimetry: PBPK Modelling of [177Lu]Lu-rhPSMA-10.1 in a Preclinical mCRPC Model.. Cancers. 2025. DOI: 10.3390/cancers17243957.
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