Zhanyue Zhao, Benjamin Szewczyk, Matthew Tarasek, Charles Bales, Yang Wang, Ming Liu, Yiwei Jiang, Chitresh Bhushan, Eric Fiveland, Zahabiya Campwala, Rachel Trowbridge, Phillip M. Johansen, Zachary Olmsted, Goutam Ghoshal, Tamas Heffter, Katie Gandomi, Farid Tavakkolmoghaddam, Christopher Nycz, Erin Jeannotte, Shweta Mane, Julia Nalwalk, E. Clif Burdette, Jiang Qian, Desmond Yeo, Julie Pilitsis, Gregory S. Fischer
{"title":"Deep Brain Ultrasound Ablation Thermal Dose Modeling with in Vivo Experimental Validation","authors":"Zhanyue Zhao, Benjamin Szewczyk, Matthew Tarasek, Charles Bales, Yang Wang, Ming Liu, Yiwei Jiang, Chitresh Bhushan, Eric Fiveland, Zahabiya Campwala, Rachel Trowbridge, Phillip M. Johansen, Zachary Olmsted, Goutam Ghoshal, Tamas Heffter, Katie Gandomi, Farid Tavakkolmoghaddam, Christopher Nycz, Erin Jeannotte, Shweta Mane, Julia Nalwalk, E. Clif Burdette, Jiang Qian, Desmond Yeo, Julie Pilitsis, Gregory S. Fischer","doi":"arxiv-2409.02395","DOIUrl":null,"url":null,"abstract":"Intracorporeal needle-based therapeutic ultrasound (NBTU) is a minimally\ninvasive option for intervening in malignant brain tumors, commonly used in\nthermal ablation procedures. This technique is suitable for both primary and\nmetastatic cancers, utilizing a high-frequency alternating electric field (up\nto 10 MHz) to excite a piezoelectric transducer. The resulting rapid\ndeformation of the transducer produces an acoustic wave that propagates through\ntissue, leading to localized high-temperature heating at the target tumor site\nand inducing rapid cell death. To optimize the design of NBTU transducers for\nthermal dose delivery during treatment, numerical modeling of the acoustic\npressure field generated by the deforming piezoelectric transducer is\nfrequently employed. The bioheat transfer process generated by the input\npressure field is used to track the thermal propagation of the applicator over\ntime. Magnetic resonance thermal imaging (MRTI) can be used to experimentally\nvalidate these models. Validation results using MRTI demonstrated the\nfeasibility of this model, showing a consistent thermal propagation pattern.\nHowever, a thermal damage isodose map is more advantageous for evaluating\ntherapeutic efficacy. To achieve a more accurate simulation based on the actual\nbrain tissue environment, a new finite element method (FEM) simulation with\nenhanced damage evaluation capabilities was conducted. The results showed that\nthe highest temperature and ablated volume differed between experimental and\nsimulation results by 2.1884{\\deg}C (3.71%) and 0.0631 cm$^3$ (5.74%),\nrespectively. The lowest Pearson correlation coefficient (PCC) for peak\ntemperature was 0.7117, and the lowest Dice coefficient for the ablated area\nwas 0.7021, indicating a good agreement in accuracy between simulation and\nexperiment.","PeriodicalId":501378,"journal":{"name":"arXiv - PHYS - Medical Physics","volume":"31 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Medical Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.02395","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Intracorporeal needle-based therapeutic ultrasound (NBTU) is a minimally
invasive option for intervening in malignant brain tumors, commonly used in
thermal ablation procedures. This technique is suitable for both primary and
metastatic cancers, utilizing a high-frequency alternating electric field (up
to 10 MHz) to excite a piezoelectric transducer. The resulting rapid
deformation of the transducer produces an acoustic wave that propagates through
tissue, leading to localized high-temperature heating at the target tumor site
and inducing rapid cell death. To optimize the design of NBTU transducers for
thermal dose delivery during treatment, numerical modeling of the acoustic
pressure field generated by the deforming piezoelectric transducer is
frequently employed. The bioheat transfer process generated by the input
pressure field is used to track the thermal propagation of the applicator over
time. Magnetic resonance thermal imaging (MRTI) can be used to experimentally
validate these models. Validation results using MRTI demonstrated the
feasibility of this model, showing a consistent thermal propagation pattern.
However, a thermal damage isodose map is more advantageous for evaluating
therapeutic efficacy. To achieve a more accurate simulation based on the actual
brain tissue environment, a new finite element method (FEM) simulation with
enhanced damage evaluation capabilities was conducted. The results showed that
the highest temperature and ablated volume differed between experimental and
simulation results by 2.1884{\deg}C (3.71%) and 0.0631 cm$^3$ (5.74%),
respectively. The lowest Pearson correlation coefficient (PCC) for peak
temperature was 0.7117, and the lowest Dice coefficient for the ablated area
was 0.7021, indicating a good agreement in accuracy between simulation and
experiment.