Skip to main content
Top
Published in: Magnetic Resonance Materials in Physics, Biology and Medicine 6/2020

Open Access 01-12-2020 | Magnetic Resonance Imaging | Research Article

Modeling radio-frequency energy-induced heating due to the presence of transcranial electric stimulation setup at 3T

Authors: Mikhail Kozlov, Marc Horner, Wolfgang Kainz, Nikolaus Weiskopf, Harald E. Möller

Published in: Magnetic Resonance Materials in Physics, Biology and Medicine | Issue 6/2020

Login to get access

Abstract

Purpose

The purpose of the present study was to develop a numerical workflow for simulating temperature increase in a high-resolution human head and torso model positioned in a whole-body magnetic resonance imaging (MRI) radio-frequency (RF) coil in the presence of a transcranial electric stimulation (tES) setup.

Methods

A customized human head and torso model was developed from medical image data. Power deposition and temperature rise (ΔT) were evaluated with the model positioned in a whole-body birdcage RF coil in the presence of a tES setup. Multiphysics modeling at 3T (123.2 MHz) on unstructured meshes was based on RF circuit, 3D electromagnetic, and thermal co-simulations. ΔT was obtained for (1) a set of electrical and thermal properties assigned to the scalp region, (2) a set of electrical properties of the gel used to ensure proper electrical contact between the tES electrodes and the scalp, (3) a set of electrical conductivity values of skin tissue, (4) four gel patch shapes, and (5) three electrode shapes.

Results

Significant dependence of power deposition and ΔT on the skin’s electrical properties and electrode and gel patch geometries was observed. Differences in maximum ΔT (> 100%) and its location were observed when comparing the results from a model using realistic human tissue properties and one with an external container made of acrylic material. The electrical and thermal properties of the phantom container material also significantly (> 250%) impacted the ΔT results.

Conclusion

Simulation results predicted that the electrode and gel geometries, skin electrical conductivity, and position of the temperature sensors have a significant impact on the estimated temperature rise. Therefore, these factors must be considered for reliable assessment of ΔT in subjects undergoing an MRI examination in the presence of a tES setup.
Literature
1.
go back to reference Debener S, Ullsperger M, Siegel M, Engel AK (2006) Single-trial EEG-fMRI reveals the dynamics of cognitive function. Trends Cogn Sci 10:558–563CrossRef Debener S, Ullsperger M, Siegel M, Engel AK (2006) Single-trial EEG-fMRI reveals the dynamics of cognitive function. Trends Cogn Sci 10:558–563CrossRef
2.
go back to reference Ritter P, Villringer A (2006) Simultaneous EEG-fMRI. Neurosci Biobehav Rev 30:823–838CrossRef Ritter P, Villringer A (2006) Simultaneous EEG-fMRI. Neurosci Biobehav Rev 30:823–838CrossRef
3.
go back to reference Van der Meer JN et al (2016) Carbon-wire loop based artifact correction outperforms post-processing EEG7FMRI corrections—a validation of a real-time simultaneous EEG/fMRI correction method. Neuroimage 125:880–894CrossRef Van der Meer JN et al (2016) Carbon-wire loop based artifact correction outperforms post-processing EEG7FMRI corrections—a validation of a real-time simultaneous EEG/fMRI correction method. Neuroimage 125:880–894CrossRef
7.
go back to reference Gilam G et al (2018) Attenuating anger and aggression with neuromodulation of the vmPFC: a simultaneous tDCS-fMRI study. Cortex 109:156–170CrossRef Gilam G et al (2018) Attenuating anger and aggression with neuromodulation of the vmPFC: a simultaneous tDCS-fMRI study. Cortex 109:156–170CrossRef
11.
12.
go back to reference (2010) Medical Electrical Equipment-Part 2–33: Particular Requirements for the Basic Safety and Essential Performance of Magnetic Resonance Equipment for Medical Diagnosis. International Electrotechnical Commission Standard 60601-2-33 Ed. 3, Geneva, Switzerland (2010) Medical Electrical Equipment-Part 2–33: Particular Requirements for the Basic Safety and Essential Performance of Magnetic Resonance Equipment for Medical Diagnosis. International Electrotechnical Commission Standard 60601-2-33 Ed. 3, Geneva, Switzerland
13.
go back to reference Carmichael DW et al (2010) Feasibility of simultaneous intracranial EEG-fMRI in humans: a safety study. Neuroimage 49:379–390CrossRef Carmichael DW et al (2010) Feasibility of simultaneous intracranial EEG-fMRI in humans: a safety study. Neuroimage 49:379–390CrossRef
15.
go back to reference Balasubramanian M, Wells WM, Ives JR, Britz P, Mulkern RV, Orbach DB (2017) RF Heating of gold cup and conductive plastic electrodes during simultaneous EEG and MRI. Neurodiagn J 57:69–83CrossRef Balasubramanian M, Wells WM, Ives JR, Britz P, Mulkern RV, Orbach DB (2017) RF Heating of gold cup and conductive plastic electrodes during simultaneous EEG and MRI. Neurodiagn J 57:69–83CrossRef
16.
go back to reference Gbadeyan O, Steinhauser M, McMahon K, Meinzer M (2016) Safety, tolerability, blinding efficacy and behavioural effects of a novel MRI-compatible, high-definition tDCS set-up. Brain Stimul 9:545–552CrossRef Gbadeyan O, Steinhauser M, McMahon K, Meinzer M (2016) Safety, tolerability, blinding efficacy and behavioural effects of a novel MRI-compatible, high-definition tDCS set-up. Brain Stimul 9:545–552CrossRef
17.
go back to reference Kuusela L, Turunen S, Valanne L, Sipilä O (2015) Safety in simultaneous EEG-fMRI at 3 T: temperature measurements. Acta Radiol 56:739–745CrossRef Kuusela L, Turunen S, Valanne L, Sipilä O (2015) Safety in simultaneous EEG-fMRI at 3 T: temperature measurements. Acta Radiol 56:739–745CrossRef
18.
go back to reference Nöth U, Laufs H, Stoermer R, Deichmann R (2012) Simultaneous electroencephalography-functional MRI at 3 T: an analysis of safety risks imposed by performing anatomical reference scans with the EEG equipment in place. J Magn Reson Imaging 35:561–571CrossRef Nöth U, Laufs H, Stoermer R, Deichmann R (2012) Simultaneous electroencephalography-functional MRI at 3 T: an analysis of safety risks imposed by performing anatomical reference scans with the EEG equipment in place. J Magn Reson Imaging 35:561–571CrossRef
21.
go back to reference Angelone LM, Vasios CE, Wiggins G, Purdon PL, Bonmassar G (2006) On the effect of resistive EEG electrodes and leads during 7 T MRI: simulation and temperature measurement studies. Magn Reson Imaging 24:801–812CrossRef Angelone LM, Vasios CE, Wiggins G, Purdon PL, Bonmassar G (2006) On the effect of resistive EEG electrodes and leads during 7 T MRI: simulation and temperature measurement studies. Magn Reson Imaging 24:801–812CrossRef
22.
go back to reference Vanhatalo S, Alnajjar A, Nguyen VT, Colditz P, Fransson P (2014) Safety of EEG-fMRI recordings in newborn infants at 3T: a study using a baby-size phantom. Clin Neurophysiol 125:941–946CrossRef Vanhatalo S, Alnajjar A, Nguyen VT, Colditz P, Fransson P (2014) Safety of EEG-fMRI recordings in newborn infants at 3T: a study using a baby-size phantom. Clin Neurophysiol 125:941–946CrossRef
26.
go back to reference Kalloch B et al (2019) Semi-automated generation of individual computational models of the human head and torso from MR images. Magn Reson Med 81:2090–2105CrossRef Kalloch B et al (2019) Semi-automated generation of individual computational models of the human head and torso from MR images. Magn Reson Med 81:2090–2105CrossRef
28.
go back to reference Drossos A, Santomaa V, Kuster N (2000) The dependence of electromagnetic energy absorption upon human head tissue composition in the frequency range of 300–3000 MHz. IEEE Trans Microw Theory Tech 48:1988–1995CrossRef Drossos A, Santomaa V, Kuster N (2000) The dependence of electromagnetic energy absorption upon human head tissue composition in the frequency range of 300–3000 MHz. IEEE Trans Microw Theory Tech 48:1988–1995CrossRef
29.
go back to reference Chopra K et al (2015) A comprehensive examination of topographic thickness of skin in the human face. Aesthet Surg J 35:1007–1013CrossRef Chopra K et al (2015) A comprehensive examination of topographic thickness of skin in the human face. Aesthet Surg J 35:1007–1013CrossRef
30.
go back to reference Rashed EA, Gomez-Tames J, Hirata A (2019) Human head skin thickness modeling for electromagnetic dosimetry. IEEE Access 7:46176–46186CrossRef Rashed EA, Gomez-Tames J, Hirata A (2019) Human head skin thickness modeling for electromagnetic dosimetry. IEEE Access 7:46176–46186CrossRef
31.
go back to reference Moore TL, Lunt M, McManus B, Anderson ME, Herrick AL (2003) Seventeen-point dermal ultrasound scoring system—a reliable measure of skin thickness in patients with systemic sclerosis. Rheumatology 42:1559–1563CrossRef Moore TL, Lunt M, McManus B, Anderson ME, Herrick AL (2003) Seventeen-point dermal ultrasound scoring system—a reliable measure of skin thickness in patients with systemic sclerosis. Rheumatology 42:1559–1563CrossRef
32.
go back to reference Huclova S, Erni D, Fröhlich J (2012) Modelling and validation of dielectric properties of human skin in the MHz region focusing on skin layer morphology and material composition. J Phys D Appl Phys 45(2):025301CrossRef Huclova S, Erni D, Fröhlich J (2012) Modelling and validation of dielectric properties of human skin in the MHz region focusing on skin layer morphology and material composition. J Phys D Appl Phys 45(2):025301CrossRef
33.
go back to reference Murbach M, Neufeld E, Christopoulou M, Achermann P, Kuster N (2014) Modeling of EEG electrode artifacts and thermal ripples in human radiofrequency exposure studies. Bioelectromagnetics 35:273–283CrossRef Murbach M, Neufeld E, Christopoulou M, Achermann P, Kuster N (2014) Modeling of EEG electrode artifacts and thermal ripples in human radiofrequency exposure studies. Bioelectromagnetics 35:273–283CrossRef
34.
go back to reference Hasgall PA et al (2018) IT’IS database for thermal and electromagnetic parameters of biological tissues. Version 4.0. https://doi.org/10.13099/VIP21000-04-0.itis.swiss/database Hasgall PA et al (2018) IT’IS database for thermal and electromagnetic parameters of biological tissues. Version 4.0. https://​doi.​org/​10.​13099/​VIP21000-04-0.​itis.​swiss/​database
35.
go back to reference Gabriel C, Gabriel S, Corthout E (1996) The dielectric properties of biological tissues: I. Literature survey. Phys Med Biol 41:2231–2249CrossRef Gabriel C, Gabriel S, Corthout E (1996) The dielectric properties of biological tissues: I. Literature survey. Phys Med Biol 41:2231–2249CrossRef
36.
go back to reference Kozlov M, Turner R (2009) Fast MRI coil analysis based on 3-D electromagnetic and RF circuit co-simulation. J Magn Reson 200:147–152CrossRef Kozlov M, Turner R (2009) Fast MRI coil analysis based on 3-D electromagnetic and RF circuit co-simulation. J Magn Reson 200:147–152CrossRef
37.
go back to reference Massire A, Cloos MA, Luong M, Amadon A, Vignaud A, Wiggins CJ, Boulant N (2012) Thermal simulations in the human head for high field MRI using parallel transmission. J Magn Reson Imaging 35:1312–1321CrossRef Massire A, Cloos MA, Luong M, Amadon A, Vignaud A, Wiggins CJ, Boulant N (2012) Thermal simulations in the human head for high field MRI using parallel transmission. J Magn Reson Imaging 35:1312–1321CrossRef
38.
go back to reference Collins CM, Liu W, Wang J, Gruetter R, Vaughan JT, Ugurbil K, Smith MB (2004) Temperature and SAR calculations for a human head within volume and surface coils at 64 and 300 MHz. J Magn Reson Imaging 19:650–656CrossRef Collins CM, Liu W, Wang J, Gruetter R, Vaughan JT, Ugurbil K, Smith MB (2004) Temperature and SAR calculations for a human head within volume and surface coils at 64 and 300 MHz. J Magn Reson Imaging 19:650–656CrossRef
39.
go back to reference Laakso I, Hirata A (2011) Dominant factors affecting temperature rise in simulations of human thermoregulation during RF exposure. Phys Med Biol 56:7449–7471CrossRef Laakso I, Hirata A (2011) Dominant factors affecting temperature rise in simulations of human thermoregulation during RF exposure. Phys Med Biol 56:7449–7471CrossRef
40.
go back to reference Murbach M, Neufeld E, Capstick M, Kainz W, Brunner DO, Samaras T, Pruessmann KP, Kuster N (2014) Thermal tissue damage model analyzed for different whole-body SAR and scan durations for standard MR body coils. Magn Reson Med 71:421–431CrossRef Murbach M, Neufeld E, Capstick M, Kainz W, Brunner DO, Samaras T, Pruessmann KP, Kuster N (2014) Thermal tissue damage model analyzed for different whole-body SAR and scan durations for standard MR body coils. Magn Reson Med 71:421–431CrossRef
42.
go back to reference Kozlov M, Horner M, Kainz W (2020) Modeling radiofrequency responses of realistic multi-electrode leads containing helical and straight wires. Reson Mater Phys Magn 33:421–437CrossRef Kozlov M, Horner M, Kainz W (2020) Modeling radiofrequency responses of realistic multi-electrode leads containing helical and straight wires. Reson Mater Phys Magn 33:421–437CrossRef
44.
go back to reference Yeo D, Wang Z, Loew W, Vogel M, Hancu I (2011) Local SAR in high pass birdcage and TEM body coils for multiple human body models in clinical landmark positions at 3T. J Magn Reson Imaging 33:1209–1217CrossRef Yeo D, Wang Z, Loew W, Vogel M, Hancu I (2011) Local SAR in high pass birdcage and TEM body coils for multiple human body models in clinical landmark positions at 3T. J Magn Reson Imaging 33:1209–1217CrossRef
45.
go back to reference Wang Z, Lin JC, Mao W, Liu W, Smith MB, Collins CM (2007) SAR and temperature: simulations and comparison to regulatory limits for MRI. J Magn Reson Imaging 26:437–441CrossRef Wang Z, Lin JC, Mao W, Liu W, Smith MB, Collins CM (2007) SAR and temperature: simulations and comparison to regulatory limits for MRI. J Magn Reson Imaging 26:437–441CrossRef
46.
go back to reference Simonis FFJ, Raaijmakers AJE, Lagendijk JJW, van den Berg CAT (2017) Validating subject-specific RF and thermal simulations in the calf muscle using MR-based temperature measurements. Magn Reson Med 77:1691–1700CrossRef Simonis FFJ, Raaijmakers AJE, Lagendijk JJW, van den Berg CAT (2017) Validating subject-specific RF and thermal simulations in the calf muscle using MR-based temperature measurements. Magn Reson Med 77:1691–1700CrossRef
48.
go back to reference Gabriel C (2005) Dielectric properties of biological tissue: variation with age. Bioelectromagnetics 26:S12–S18CrossRef Gabriel C (2005) Dielectric properties of biological tissue: variation with age. Bioelectromagnetics 26:S12–S18CrossRef
49.
go back to reference Coccarelli A, Hasan HM, Carson J, Parthimos D, Nithiarasu P (2018) Influence of ageing on human body blood flow and heat transfer: a detailed computational modelling study. Int J Numer Methods Biomed Eng 34(10):e3120CrossRef Coccarelli A, Hasan HM, Carson J, Parthimos D, Nithiarasu P (2018) Influence of ageing on human body blood flow and heat transfer: a detailed computational modelling study. Int J Numer Methods Biomed Eng 34(10):e3120CrossRef
51.
go back to reference Wang Z, Collins CM (2010) Effect of RF pulse sequence on temperature elevation for a given time-average SAR. Concepts Magn Reson Part B Magn Reson Eng 37B(4):215–219CrossRef Wang Z, Collins CM (2010) Effect of RF pulse sequence on temperature elevation for a given time-average SAR. Concepts Magn Reson Part B Magn Reson Eng 37B(4):215–219CrossRef
52.
go back to reference Shrivastava D, Hanson T, Kulesa J, Tian J, Adriany G, Vaughan JT (2011) Radiofrequency heating in porcine models with a "large" 32 cm internal diameter, 7 T (296 MHz) head coil. Magn Reson Med 66(1):255–263CrossRef Shrivastava D, Hanson T, Kulesa J, Tian J, Adriany G, Vaughan JT (2011) Radiofrequency heating in porcine models with a "large" 32 cm internal diameter, 7 T (296 MHz) head coil. Magn Reson Med 66(1):255–263CrossRef
53.
go back to reference Kozlov M, Schaefers G (2015) Numerical analysis of time-varied radio frequency induced heating on and near an implant during magnetic resonance imaging. In: Proceedings of 2015 IEEE international conference on microwaves, communications, antennas and electronic systems (COMCAS), Tel Aviv, pp 1–5, 4 November. https://doi.org/10.1109/COMCAS.2015.7360373 Kozlov M, Schaefers G (2015) Numerical analysis of time-varied radio frequency induced heating on and near an implant during magnetic resonance imaging. In: Proceedings of 2015 IEEE international conference on microwaves, communications, antennas and electronic systems (COMCAS), Tel Aviv, pp 1–5, 4 November. https://​doi.​org/​10.​1109/​COMCAS.​2015.​7360373
54.
go back to reference Carluccio G, Collins CM (2019) Optimization of the order and spacing of sequences in an MRI exam to reduce the maximum temperature and thermal dose. Magn Reson Med 81(3):2161–2166CrossRef Carluccio G, Collins CM (2019) Optimization of the order and spacing of sequences in an MRI exam to reduce the maximum temperature and thermal dose. Magn Reson Med 81(3):2161–2166CrossRef
Metadata
Title
Modeling radio-frequency energy-induced heating due to the presence of transcranial electric stimulation setup at 3T
Authors
Mikhail Kozlov
Marc Horner
Wolfgang Kainz
Nikolaus Weiskopf
Harald E. Möller
Publication date
01-12-2020
Publisher
Springer International Publishing
Published in
Magnetic Resonance Materials in Physics, Biology and Medicine / Issue 6/2020
Print ISSN: 0968-5243
Electronic ISSN: 1352-8661
DOI
https://doi.org/10.1007/s10334-020-00853-5

Other articles of this Issue 6/2020

Magnetic Resonance Materials in Physics, Biology and Medicine 6/2020 Go to the issue