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Nguyen M, Agarwal A, Kumaradas JC, Kolios MC, Peyman G, Tavakkoli JJ. Real-time non-invasive control of ultrasound hyperthermia using high-frequency ultrasonic backscattered energy in ex vivotissue and in vivoanimal studies. Phys Med Biol 2024; 69:215001. [PMID: 39392296 DOI: 10.1088/1361-6560/ad7f19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 09/24/2024] [Indexed: 10/12/2024]
Abstract
Objective.A reliable, calibrated, non-invasive thermometry method is essential for thermal therapies to monitor and control the treatment. Ultrasound (US) is an effective thermometry modality due to its relatively high sensitivity to temperature changes, and fast data acquisition and processing capabilities.Approach.In this work, the change in backscattered energy (CBE) was used to control the tissue temperature non-invasively using a real-time proportional-integral-derivative (PID) controller. A clinical high-frequency US scanner was used to acquire radio-frequency echo data fromex vivoporcine tissue samples andin vivomice hind leg tissue while the tissue was treated with mild hyperthermia by a focused US applicator. The PID controller maintained the focal temperature at approximately 40 °C for about 4 min.Main results.The results show that the US thermometry based on CBE estimated by a high-frequency US scanner can produce 2D temperature maps of a localized heating region and to estimate the focal temperature during mild hyperthermia treatments. The CBE estimated temperature varied by an average of ±0.85 °C and ±0.97 °C, compared to a calibrated thermocouple, inex vivoandin vivostudies, respectively. The mean absolute deviations of CBE thermometry during the controlled hyperthermia treatment were ±0.45 °C and ±0.54 °C inex vivoandin vivo,respectively.Significance.It is concluded that non-invasive US thermometry via backscattered energies at high frequencies can be used for real-time monitoring and control of hyperthermia treatments with acceptable accuracy. This provides a foundation for an US mediated drug delivery system.
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Affiliation(s)
- Michael Nguyen
- Department of Physics, Toronto Metropolitan University, 350 Victoria Street, Toronto, Ontario, Canada
| | - Ayushi Agarwal
- Department of Physics, Toronto Metropolitan University, 350 Victoria Street, Toronto, Ontario, Canada
| | - J Carl Kumaradas
- Department of Physics, Toronto Metropolitan University, 350 Victoria Street, Toronto, Ontario, Canada
| | - Michael C Kolios
- Department of Physics, Toronto Metropolitan University, 350 Victoria Street, Toronto, Ontario, Canada
- Institute for Biomedical Engineering, Science and Technology (iBEST), Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Gholam Peyman
- Basic Medical Science, University of Arizona, Phoenix Campus, Phoenix, AZ, United States of America
- College of Optical Sciences, University of Arizona, Tucson Campus, Tucson, AZ, United States of America
- Cancer Rx Inc., Sun City, AZ, United States of America
| | - Jahangir Jahan Tavakkoli
- Department of Physics, Toronto Metropolitan University, 350 Victoria Street, Toronto, Ontario, Canada
- Institute for Biomedical Engineering, Science and Technology (iBEST), Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada
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Peng K, Wang Y, Li L, Zhang J, Chen H, Xiao J. In vivo photothermal therapy monitored by multi-position calibrated photoacoustic thermometer. PHOTOACOUSTICS 2023; 31:100501. [PMID: 37180960 PMCID: PMC10172711 DOI: 10.1016/j.pacs.2023.100501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 04/19/2023] [Accepted: 04/26/2023] [Indexed: 05/16/2023]
Abstract
With the ability of monitoring both temperature and photothermal agents, the photoacoustic (PA) imaging is a promising guiding tool for the photothermal therapy (PTT). The calibration line which depicts the relative variation of PA amplitude with the temperature should be obtained before using PA thermometer. In existing study, a calibration line was generated based on the data from one spatial position, and used in the whole region of interesting (ROI). However, the generalization of this calibration line in ROI was not verified, especially for ROI with heterogeneous tissues. Moreover, the relationship between the distributions of photothermal agents and effective treatment area is not clear, hindering using photothermal agents' distribution to optimize the administration-therapy interval. In this study, the distribution of effective photothermal agents and temperature in subcutaneously transplanted tumor mouse models were continuously monitored by 3D photoacoustic/ ultrasonic dual-modality imaging in 8 h after administration. With multiple micro-temperature probes in tumor and surrounding normal tissue, the PA thermometer was calibrated and evaluated at multiple spatial positions for the first time. The generalization in homologous tissue and tissue specificity in heterogeneous tissues of the PA thermometer calibration line were verified. Our study not only validated the effectivity of PA thermometer by proving the generalization of calibration line, but also removes a major obstacle that prevents applying the PA thermometer to a heterogeneous tissues ROI. The positive correlation between the proportion of effective treatment area and the proportion of effective photothermal agent area in the tumor was observed. Since the latter can be monitored with fast PA imaging, PA imaging can be employed as a convenient tool for seeking optimal administration-treatment interval.
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Affiliation(s)
- Kuan Peng
- Department of Biomedical Engineering, School of Basic Medical Science, Central South University, Changsha 410083, China
| | - Yongjun Wang
- Department of Biomedical Engineering, School of Basic Medical Science, Central South University, Changsha 410083, China
| | - Lingfeng Li
- Department of Biomedical Engineering, School of Basic Medical Science, Central South University, Changsha 410083, China
| | - Jiaxi Zhang
- Department of Biomedical Engineering, School of Basic Medical Science, Central South University, Changsha 410083, China
| | - Haobin Chen
- Department of Biomedical Engineering, School of Basic Medical Science, Central South University, Changsha 410083, China
| | - Jiaying Xiao
- Department of Biomedical Engineering, School of Basic Medical Science, Central South University, Changsha 410083, China
- Shenzhen Research Institute, Central South University, Shenzhen 518057, China
- State Key Laboratory of Low-Dimensional Quantum Physics, Department of Physics, Tsinghua University, Beijing 100084, China
- Corresponding author at: Department of Biomedical Engineering, School of Basic Medical Science, Central South University, Changsha 410083, China.
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Assi HTI, Arsenault MG, Whelan WM, Kumaradas JC. A new thermal dose model based on Vogel-Tammann-Fulcher behaviour in thermal damage processes. Int J Hyperthermia 2022; 39:697-705. [PMID: 35469518 DOI: 10.1080/02656736.2022.2065367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
Thermal dose models are metrics that quantify the thermal effect on tissues based on the temperature and the time of exposure. These models are used to predict and control the outcome of hyperthermia (up to 45°C) treatments, and of thermal coagulation treatments at higher temperatures (>45°C). The validity and accuracy of the commonly used models (CEM43) are questionable when heating above the hyperthermia temperature range occurs, leading to an over-estimation of the accumulation of thermal damage. A new CEM43 dose model based on an Arrhenius-type, Vogel-Tammann-Fulcher, equation using published data, is introduced in this work. The new dose values for the same damage threshold that was produced at different in-vivo skin experiments were in the same order of magnitude, while the current dose values varied by two orders of magnitude. In addition, the dose values obtained using the new model for the same damage threshold in 6 lesions in ex-vivo liver experiments were more consistent than the current model dose values. The contribution of this work is to provide new modeling approaches to inform more robust thermal dosimetry for improved thermal therapy modeling, monitoring, and control.
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Affiliation(s)
- H T I Assi
- Department of Physics, Ryerson University, Toronto, Canada
| | - M G Arsenault
- Department of Physics, University of Prince Edward Island, Charlottetown, Canada
| | - W M Whelan
- Department of Physics, University of Prince Edward Island, Charlottetown, Canada
| | - J C Kumaradas
- Department of Physics, Ryerson University, Toronto, Canada
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Pang S, Kapur A, Zhou K, Anastasiadis P, Ballirano N, Kim AJ, Winkles JA, Woodworth GF, Huang H. Nanoparticle-assisted, image-guided laser interstitial thermal therapy for cancer treatment. WILEY INTERDISCIPLINARY REVIEWS. NANOMEDICINE AND NANOBIOTECHNOLOGY 2022; 14:e1826. [PMID: 35735205 PMCID: PMC9540339 DOI: 10.1002/wnan.1826] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 04/24/2022] [Accepted: 04/26/2022] [Indexed: 11/18/2022]
Abstract
Laser interstitial thermal therapy (LITT) guided by magnetic resonance imaging (MRI) is a new treatment option for patients with brain and non-central nervous system (non-CNS) tumors. MRI guidance allows for precise placement of optical fiber in the tumor, while MR thermometry provides real-time monitoring and assessment of thermal doses during the procedure. Despite promising clinical results, LITT complications relating to brain tumor procedures, such as hemorrhage, edema, seizures, and thermal injury to nearby healthy tissues, remain a significant concern. To address these complications, nanoparticles offer unique prospects for precise interstitial hyperthermia applications that increase heat transport within the tumor while reducing thermal impacts on neighboring healthy tissues. Furthermore, nanoparticles permit the co-delivery of therapeutic compounds that not only synergize with LITT, but can also improve overall effectiveness and safety. In addition, efficient heat-generating nanoparticles with unique optical properties can enhance LITT treatments through improved real-time imaging and thermal sensing. This review will focus on (1) types of inorganic and organic nanoparticles for LITT; (2) in vitro, in silico, and ex vivo studies that investigate nanoparticles' effect on light-tissue interactions; and (3) the role of nanoparticle formulations in advancing clinically relevant image-guided technologies for LITT. This article is categorized under: Therapeutic Approaches and Drug Discovery > Nanomedicine for Neurological Disease Implantable Materials and Surgical Technologies > Nanoscale Tools and Techniques in Surgery.
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Affiliation(s)
- Sumiao Pang
- Fischell Department of Bioengineering, University of Maryland at College ParkCollege ParkMarylandUSA
| | - Anshika Kapur
- Department of NeurosurgeryUniversity of Maryland School of MedicineBaltimoreMarylandUSA
| | - Keri Zhou
- Fischell Department of Bioengineering, University of Maryland at College ParkCollege ParkMarylandUSA
| | - Pavlos Anastasiadis
- Department of NeurosurgeryUniversity of Maryland School of MedicineBaltimoreMarylandUSA,University of Maryland Marlene and Stewart Greenebaum Cancer CenterBaltimoreMarylandUSA
| | - Nicholas Ballirano
- Fischell Department of Bioengineering, University of Maryland at College ParkCollege ParkMarylandUSA
| | - Anthony J. Kim
- Department of NeurosurgeryUniversity of Maryland School of MedicineBaltimoreMarylandUSA,University of Maryland Marlene and Stewart Greenebaum Cancer CenterBaltimoreMarylandUSA
| | - Jeffrey A. Winkles
- Department of NeurosurgeryUniversity of Maryland School of MedicineBaltimoreMarylandUSA,University of Maryland Marlene and Stewart Greenebaum Cancer CenterBaltimoreMarylandUSA
| | - Graeme F. Woodworth
- Department of NeurosurgeryUniversity of Maryland School of MedicineBaltimoreMarylandUSA,University of Maryland Marlene and Stewart Greenebaum Cancer CenterBaltimoreMarylandUSA
| | - Huang‐Chiao Huang
- Fischell Department of Bioengineering, University of Maryland at College ParkCollege ParkMarylandUSA,University of Maryland Marlene and Stewart Greenebaum Cancer CenterBaltimoreMarylandUSA
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Enhanced precision of real-time control photothermal therapy using cost-effective infrared sensor array and artificial neural network. Comput Biol Med 2021; 141:104960. [PMID: 34776096 DOI: 10.1016/j.compbiomed.2021.104960] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/14/2021] [Accepted: 10/16/2021] [Indexed: 12/31/2022]
Abstract
Photothermal therapy (PTT) requires tight thermal dose control to achieve tumor ablation with minimal thermal injury on surrounding healthy tissues. In this study, we proposed a real-time closed-loop system for monitoring and controlling the temperature of PTT using a non-contact infrared thermal sensor array and an artificial neural network (ANN) to induce a predetermined area of thermal damage on the tissue. A cost-effective infrared thermal sensor array was used to monitor the temperature development for feedback control during the treatment. The measured and predicted temperatures were used as inputs of fuzzy control logic controllers that were implemented on an embedded platform (Jetson Nano) for real-time thermal control. Three treatment groups (continuous wave = CW, conventional fuzzy logic = C-Fuzzy, and ANN-based predictive fuzzy logic = P-Fuzzy) were examined and compared to investigate the laser heating performance and collect temperature data for ANN model training. The ex vivo experiments validated the efficiency of fuzzy control with temperature method on maintaining the constant interstitial tissue temperature (80 ± 1.4 °C) at a targeted surface of the tissue. The linear relationship between coagulation areas and the treatment time was indicated in this study, with the averaged coagulation rate of 0.0196 cm2/s. A thermal damage area of 1.32 cm2 (diameter ∼1.3 cm) was observed under P-Fuzzy condition for 200 s, which covered the predetermined thermal damage area (diameter ∼1 cm). The integration of real-time feedback temperature control with predictive ANN could be a feasible approach to precisely induce the preset extent of thermal coagulation for treating papillary thyroid microcarcinoma.
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Metwally K, Bastiancich C, Correard F, Novell A, Fernandez S, Guillet B, Larrat B, Mensah S, Estève MA, Da Silva A. Development of a multi-functional preclinical device for the treatment of glioblastoma. BIOMEDICAL OPTICS EXPRESS 2021; 12:2264-2279. [PMID: 33996228 PMCID: PMC8086436 DOI: 10.1364/boe.419412] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 03/11/2021] [Accepted: 03/12/2021] [Indexed: 05/18/2023]
Abstract
Glioblastoma multiforme (GBM) is one of the most common and aggressive malignant primary brain tumors in adults. The treatment of GBM is limited by the blood-brain barrier (BBB), which limits the diffusion of appropriate concentrations of therapeutic agents at the tumor site. Among experimental therapies, photo-thermal therapy (PTT) mediated by nanoparticles is a promising strategy. To propose a preclinical versatile research instrument for the development of new PTT for GBM, a multipurpose integrated preclinical device was developed. The setup is able to perform: i) BBB permeabilization by focused ultrasound sonication (FUS); ii) PTT with continuous wave laser; iii) in situ temperature monitoring with photo-acoustic (PA) measurements. In vivo preliminary subcutaneous and transcranial experiments were conducted on healthy or tumor-bearing mice. Transcranial FUS-induced BBB permeabilization was validated using single photon emission computed tomography (SPECT) imaging. PTT capacities were monitored by PA thermometry, and are illustrated through subcutaneous and transcranial in vivo experiments. The results show the therapeutic possibilities and ergonomy of such integrated device as a tool for the validation of future treatments.
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Affiliation(s)
- Khaled Metwally
- Aix Marseille Univ, CNRS, Centrale Marseille, Institut Fresnel, Marseille, France
- Aix Marseille Univ, CNRS, Centrale Marseille, LMA, Marseille, France
- Contributed equally to this work
| | - Chiara Bastiancich
- Aix Marseille Univ, CNRS, INP, Inst Neurophysiopathol, Marseille, France
- Contributed equally to this work
| | - Florian Correard
- Aix Marseille Univ, CNRS, INP, Inst Neurophysiopathol, Marseille, France
- APHM, Hôpital de la Timone, Service Pharmacie, Marseille, France
| | - Anthony Novell
- Université Paris-Saclay, CEA, CNRS, Inserm, BioMaps, Service Hospitalier Frédéric Joliot, Orsay, France
| | - Samantha Fernandez
- Aix-Marseille Univ, Centre Européen de Recherche en Imagerie Médicale (CERIMED), Marseille, France
| | - Benjamin Guillet
- Aix-Marseille Univ, Centre Européen de Recherche en Imagerie Médicale (CERIMED), Marseille, France
- Aix-Marseille Univ, INSERM, INRA, Center de Recherche en Cardiovasculaire et Nutrition (C2VN), Marseille, France
| | - Benoit Larrat
- Univ. Paris Saclay, CNRS, CEA, DRF/JOLIOT/NEUROSPIN/BAOBAB, Gif-sur-Yvette, France
| | - Serge Mensah
- Aix Marseille Univ, CNRS, Centrale Marseille, LMA, Marseille, France
| | - Marie-Anne Estève
- Aix Marseille Univ, CNRS, INP, Inst Neurophysiopathol, Marseille, France
- APHM, Hôpital de la Timone, Service Pharmacie, Marseille, France
| | - Anabela Da Silva
- Aix Marseille Univ, CNRS, Centrale Marseille, Institut Fresnel, Marseille, France
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