TY - JOUR
T1 - Validation of a coupled electromagnetic and thermal model for estimating temperatures during magnetic nanoparticle hyperthermia
AU - Kandala, Sri Kamal
AU - Sharma, Anirudh
AU - Mirpour, Sahar
AU - Liapi, Eleni
AU - Ivkov, Robert
AU - Attaluri, Anilchandra
N1 - Funding Information:
R.I. and E.L. received partial funding from the National Cancer Institute (5R01 CA194574-02). R.I received partial funding from the Jayne Koskinas and Ted Giovanis Foundation for Health and Policy (JKTGF). R.I. and A.A. received partial funding from the National Cancer Institute (5R01 CA247290).
Funding Information:
R.I. and E.L. are inventors of nanoparticle patents. All patents are assigned to either the Johns Hopkins University or Aduro Biosciences, Inc. R.I. consults for Imagion Biosystems and Magnetic Insight and is a member of the Scientific Advisory Board of Imagion Biosystems. All other authors report no conflicts of interest. Additional financial support (A.A.) was provided by School of Science, Engineering, and Technology, the Pennsylvania State University – Harrisburg. The contents of this article is solely the responsibility of the authors and do not necessarily represent the official view of the Pennsylvania State University, Johns Hopkins University, JKTGF, NIH and other funding agencies.
Publisher Copyright:
© 2021 The Author(s). Published with license by Taylor & Francis Group, LLC.
PY - 2021
Y1 - 2021
N2 - Purpose: Alternating magnetic field (AMF) tissue interaction models are generally not validated. Our aim was to develop and validate a coupled electromagnetic and thermal model for estimating temperatures in large organs during magnetic nanoparticle hyperthermia (MNH). Materials and methods: Coupled finite element electromagnetic and thermal model validation was performed by comparing the results to experimental data obtained from temperatures measured in homogeneous agar gel phantoms exposed to an AMF at fixed frequency (155 ± 10 kHz). The validated model was applied to a three-dimensional (3D) rabbit liver built from computed tomography (CT) images to investigate the contribution of nanoparticle heating and nonspecific eddy current heating as a function of AMF amplitude. Results: Computed temperatures from the model were in excellent agreement with temperatures calculated using the analytical method (error < 1%) and temperatures measured in phantoms (maximum absolute error <2% at each probe location). The 3D rabbit liver model for a fixed concentration of 5 mg Fe/cm3 of tumor revealed a maximum temperature ∼44 °C in tumor and ∼40 °C in liver at AMF amplitude of ∼12 kA/m (peak). Conclusion: A validated coupled electromagnetic and thermal model was developed to estimate temperatures due to eddy current heating in homogeneous tissue phantoms. The validated model was successfully used to analyze temperature distribution in complex rabbit liver tumor geometry during MNH. In future, model validation should be extended to heterogeneous tissue phantoms, and include heat sink effects from major blood vessels.
AB - Purpose: Alternating magnetic field (AMF) tissue interaction models are generally not validated. Our aim was to develop and validate a coupled electromagnetic and thermal model for estimating temperatures in large organs during magnetic nanoparticle hyperthermia (MNH). Materials and methods: Coupled finite element electromagnetic and thermal model validation was performed by comparing the results to experimental data obtained from temperatures measured in homogeneous agar gel phantoms exposed to an AMF at fixed frequency (155 ± 10 kHz). The validated model was applied to a three-dimensional (3D) rabbit liver built from computed tomography (CT) images to investigate the contribution of nanoparticle heating and nonspecific eddy current heating as a function of AMF amplitude. Results: Computed temperatures from the model were in excellent agreement with temperatures calculated using the analytical method (error < 1%) and temperatures measured in phantoms (maximum absolute error <2% at each probe location). The 3D rabbit liver model for a fixed concentration of 5 mg Fe/cm3 of tumor revealed a maximum temperature ∼44 °C in tumor and ∼40 °C in liver at AMF amplitude of ∼12 kA/m (peak). Conclusion: A validated coupled electromagnetic and thermal model was developed to estimate temperatures due to eddy current heating in homogeneous tissue phantoms. The validated model was successfully used to analyze temperature distribution in complex rabbit liver tumor geometry during MNH. In future, model validation should be extended to heterogeneous tissue phantoms, and include heat sink effects from major blood vessels.
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U2 - 10.1080/02656736.2021.1913244
DO - 10.1080/02656736.2021.1913244
M3 - Article
C2 - 33853493
AN - SCOPUS:85104410865
SN - 0265-6736
VL - 38
SP - 611
EP - 622
JO - International Journal of Hyperthermia
JF - International Journal of Hyperthermia
IS - 1
ER -