TY - JOUR
T1 - Personalised in silico biomechanical modelling towards the optimisation of high dose-rate brachytherapy planning and treatment against prostate cancer
AU - Hadjicharalambous, Myrianthi
AU - Roussakis, Yiannis
AU - Bourantas, George
AU - Ioannou, Eleftherios
AU - Miller, Karol
AU - Doolan, Paul
AU - Strouthos, Iosif
AU - Zamboglou, Constantinos
AU - Vavourakis, Vasileios
N1 - Publisher Copyright:
Copyright © 2024 Hadjicharalambous, Roussakis, Bourantas, Ioannou, Miller, Doolan, Strouthos, Zamboglou and Vavourakis.
PY - 2024/10/24
Y1 - 2024/10/24
N2 - High dose-rate brachytherapy presents a promising therapeutic avenue for prostate cancer management, involving the temporary implantation of catheters which deliver radioactive sources to the cancerous site. However, as catheters puncture and penetrate the prostate, tissue deformation is evident which may affect the accuracy and efficiency of the treatment. In this work, a data-driven in silico modelling procedure is proposed to simulate brachytherapy while accounting for prostate biomechanics. Comprehensive magnetic resonance and transrectal ultrasound images acquired prior, during and post brachytherapy are employed for model personalisation, while the therapeutic procedure is simulated via sequential insertion of multiple catheters in the prostate gland. The medical imaging data are also employed for model evaluation, thus, demonstrating the potential of the proposed in silico procedure to be utilised pre- and intra-operatively in the clinical setting.
AB - High dose-rate brachytherapy presents a promising therapeutic avenue for prostate cancer management, involving the temporary implantation of catheters which deliver radioactive sources to the cancerous site. However, as catheters puncture and penetrate the prostate, tissue deformation is evident which may affect the accuracy and efficiency of the treatment. In this work, a data-driven in silico modelling procedure is proposed to simulate brachytherapy while accounting for prostate biomechanics. Comprehensive magnetic resonance and transrectal ultrasound images acquired prior, during and post brachytherapy are employed for model personalisation, while the therapeutic procedure is simulated via sequential insertion of multiple catheters in the prostate gland. The medical imaging data are also employed for model evaluation, thus, demonstrating the potential of the proposed in silico procedure to be utilised pre- and intra-operatively in the clinical setting.
KW - brachytherapy
KW - drug delivery
KW - in silico modelling
KW - meshless
KW - preoperative planning
KW - radiotherapy
KW - simulation
UR - http://www.scopus.com/inward/record.url?scp=85208632496&partnerID=8YFLogxK
U2 - 10.3389/fphys.2024.1491144
DO - 10.3389/fphys.2024.1491144
M3 - Article
C2 - 39512470
AN - SCOPUS:85208632496
SN - 1664-042X
VL - 15
JO - Frontiers in Physiology
JF - Frontiers in Physiology
M1 - 1491144
ER -