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Guillemin PC, M’Rad Y, Dipasquale G, Lorton O, Fleury V, Momjian S, Borich A, Crowe LA, Zilli T, Boudabbous S, Salomir R. Using the Tissue Impulse Response Function to Streamline Fractionated MRgFUS-Induced Hyperthermia. Cancers (Basel) 2025; 17:515. [PMID: 39941882 PMCID: PMC11817472 DOI: 10.3390/cancers17030515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 01/27/2025] [Accepted: 01/31/2025] [Indexed: 02/16/2025] Open
Abstract
Background/Objectives: Combining radiation therapy with mild hyperthermia, especially via magnetic resonance-guided focused ultrasound (MRgFUS), holds promise for enhancing tumor control and alleviating symptoms in cancer patients. However, current clinical applications of MRgFUS focus primarily on ablative treatments, and using MRI guidance for each radiation session increases treatment costs and logistical demands. This study aimed to test a streamlined workflow for repeated hyperthermia treatments that reduces the need for continuous MRI monitoring, using an approach based on impulse response function (Green's function) to optimize acoustic power settings in advance. Methods: We implemented the Green's function approach in a perfused, tissue-mimicking phantom, conducting 30 experiments to simulate hyperthermia delivery via MRgFUS. Pre-calculated acoustic power settings were applied to maintain a stable hyperthermia target without the need for real-time feedback control from MRI thermometry. Additionally, a retrospective analysis of patient thermometry data from MRgFUS sonications was performed to assess feasibility in clinical contexts. Results: Our experiments demonstrated consistent, stable hyperthermia (+7 °C) for 15 min across varying perfusion rates, outperforming conventional closed-loop MRI feedback methods in maintaining temperature stability. The retrospective analysis confirmed that this method is noise-robust and clinically applicable. Conclusions: This off-line approach to hyperthermia control could simplify the integration of MRgFUS hyperthermia in cancer treatment, reducing costs and logistical barriers. These findings suggest that our method may enable the broader adoption of hyperthermia in radiation therapy, supporting its role as a viable adjuvant treatment in oncology.
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Affiliation(s)
- Pauline C. Guillemin
- Image Guided Interventions Laboratory, GR-949, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland; (Y.M.); (O.L.); (A.B.); (T.Z.); (S.B.); (R.S.)
| | - Yacine M’Rad
- Image Guided Interventions Laboratory, GR-949, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland; (Y.M.); (O.L.); (A.B.); (T.Z.); (S.B.); (R.S.)
| | | | - Orane Lorton
- Image Guided Interventions Laboratory, GR-949, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland; (Y.M.); (O.L.); (A.B.); (T.Z.); (S.B.); (R.S.)
- Clinical Neurosciences Department, University Hospitals of Geneva, Rue Gabrielle-Perret-Gentil 4, 1205 Geneva, Switzerland; (V.F.); (S.M.)
| | - Vanessa Fleury
- Clinical Neurosciences Department, University Hospitals of Geneva, Rue Gabrielle-Perret-Gentil 4, 1205 Geneva, Switzerland; (V.F.); (S.M.)
- Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland
| | - Shahan Momjian
- Clinical Neurosciences Department, University Hospitals of Geneva, Rue Gabrielle-Perret-Gentil 4, 1205 Geneva, Switzerland; (V.F.); (S.M.)
- Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland
| | - Anna Borich
- Image Guided Interventions Laboratory, GR-949, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland; (Y.M.); (O.L.); (A.B.); (T.Z.); (S.B.); (R.S.)
| | - Lindsey A. Crowe
- Radiation Oncology, Oncology Institute of Southern Switzerland (IOSI), EOC, 6500 Bellinzona, Switzerland;
| | - Thomas Zilli
- Image Guided Interventions Laboratory, GR-949, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland; (Y.M.); (O.L.); (A.B.); (T.Z.); (S.B.); (R.S.)
- Radiation Oncology, Oncology Institute of Southern Switzerland (IOSI), EOC, 6500 Bellinzona, Switzerland;
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900 Lugano, Switzerland
| | - Sana Boudabbous
- Image Guided Interventions Laboratory, GR-949, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland; (Y.M.); (O.L.); (A.B.); (T.Z.); (S.B.); (R.S.)
- Radiology Division, HUG, University Hospitals of Geneva, Rue Gabrielle-Perret-Gentil 4, 1205 Geneva, Switzerland
| | - Rares Salomir
- Image Guided Interventions Laboratory, GR-949, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland; (Y.M.); (O.L.); (A.B.); (T.Z.); (S.B.); (R.S.)
- Radiology Division, HUG, University Hospitals of Geneva, Rue Gabrielle-Perret-Gentil 4, 1205 Geneva, Switzerland
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Santucci KL, Snyder KK, Van Buskirk RG, Baust JG, Baust JM. Investigation of Lung Cancer Cell Response to Cryoablation and Adjunctive Gemcitabine-Based Cryo-Chemotherapy Using the A549 Cell Line. Biomedicines 2024; 12:1239. [PMID: 38927445 PMCID: PMC11200978 DOI: 10.3390/biomedicines12061239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/17/2024] [Accepted: 05/25/2024] [Indexed: 06/28/2024] Open
Abstract
Due to the rising annual incidence of lung cancer (LC), new treatment strategies are needed. While various options exist, many, if not all, remain suboptimal. Several studies have shown cryoablation to be a promising approach. Yet, a lack of basic information pertaining to LC response to freezing and requirement for percutaneous access has limited clinical use. In this study, we investigated the A549 lung carcinoma cell line response to freezing. The data show that a single 5 min freeze to -15 °C did not affect cell viability, whereas -20 °C and -25 °C result in a significant reduction in viability 1 day post freeze to <10%. These populations, however, were able to recover in culture. Application of a repeat (double) freeze resulted in complete cell death at -25 °C. Studies investigating the impact of adjunctive gemcitabine (75 nM) pretreatment in combination with freezing were then conducted. Exposure to gemcitabine alone resulted in minimal cell death. The combination of gemcitabine pretreatment and a -20 °C single freeze as well as combination treatment with a -15 °C repeat freeze both resulted in complete cell death. This suggests that gemcitabine pretreatment may be synergistically effective when combined with freezing. Studies into the modes of cell death associated with the increased cell death revealed the increased involvement of necroptosis in combination treatment. In summary, these results suggest that repeat freezing to -20 °C to -25 °C results in a high degree of LC destruction. Further, the data suggest that the combination of gemcitabine pretreatment and freezing resulted in a shift of the minimum lethal temperature for LC from -25 °C to -15 °C. These findings, in combination with previous reports, suggest that cryoablation alone or in combination with chemotherapy may provide an improved path for the treatment of LC.
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Affiliation(s)
| | - Kristi K. Snyder
- CPSI Biotech, Owego, NY 13827, USA
- Phase Therapeutics, Inc., Owego, NY 13827, USA
| | - Robert G. Van Buskirk
- CPSI Biotech, Owego, NY 13827, USA
- Center for Translational Stem Cell and Tissue Engineering, Binghamton University, Binghamton, NY 13902, USA
- Department of Biological Sciences, Binghamton University, Binghamton, NY 13902, USA
| | - John G. Baust
- Center for Translational Stem Cell and Tissue Engineering, Binghamton University, Binghamton, NY 13902, USA
- Department of Biological Sciences, Binghamton University, Binghamton, NY 13902, USA
| | - John M. Baust
- CPSI Biotech, Owego, NY 13827, USA
- Phase Therapeutics, Inc., Owego, NY 13827, USA
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Baust JM, Corcoran A, Robilotto A, Katz A, Santucci K, Van Buskirk RG, Baust JG, Snyder KK. Evaluation of a New Cystoscopic Cryocatheter and Method for the In Situ Destruction of Bladder Cancer: Preliminary In Vivo Study. J Endourol 2024; 38:513-520. [PMID: 38279787 PMCID: PMC11057528 DOI: 10.1089/end.2023.0635] [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] [Indexed: 01/29/2024] Open
Abstract
Purpose: To assess the ability to deliver full-thickness bladder wall cryoablation through a cystoscopic approach using a new closed-loop 6F cryocatheter and thermal dose-controlled protocol. Materials and Methods: Evaluations were conducted using a chronic porcine model wherein 10 lesions/animal were created throughout the bladder (bladder wall, trigone region, ureteral orifice, and distal ureter). A 6F cryocatheter was passed through the working channel of a flexible cystoscope. Single 1- and 1.5-minute freeze protocols in a saline environment were evaluated and resultant lesion size was determined. A laparoscopic approach was utilized to observe the transmural extension of the ice propagation. Results: Studies demonstrated the generation of transmural lesions characterized by full-thickness histologic necrosis after freezing for 1.5 minutes regardless of tissue thickness (range 2-12 mm). All animals were found to have good overall health (maintained weight, appetite, mobility, and energy levels) throughout the recovery period. No significant deviations were noted in complete blood count and serum chemistry bloodwork except for elevated creatine kinase levels. Importantly, no fistulas or perforations were noted. Conclusions: The cryocatheter was able to rapidly and effectively freeze the bladder wall through a cystoscopic approach. The results showed the ability to consistently ablate an ∼1 cm diameter and up to 1.2 cm deep using a single 1.5-minute freeze protocol. Analysis of the ablation efficacy revealed ∼80% destruction within the frozen mass. Although further testing and refinement are needed, these studies demonstrate the potential of this new approach to provide a next-generation strategy for the treatment of bladder cancer.
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Affiliation(s)
- John M. Baust
- CPSI Biotech, Research & Development, Owego, New York, USA
- Vesana, Inc., Research & Development, Owego, New York, USA
| | - Anthony Corcoran
- Department of Urology, NYU Langone Hospital Long Island, Mineola, New York, USA
- Vesana, Inc., Research & Development, Owego, New York, USA
| | - Anthony Robilotto
- CPSI Biotech, Research & Development, Owego, New York, USA
- Vesana, Inc., Research & Development, Owego, New York, USA
| | - Aaron Katz
- Department of Urology, NYU Langone Hospital Long Island, Mineola, New York, USA
- Vesana, Inc., Research & Development, Owego, New York, USA
| | - Kimberly Santucci
- CPSI Biotech, Research & Development, Owego, New York, USA
- Vesana, Inc., Research & Development, Owego, New York, USA
| | - Robert G. Van Buskirk
- CPSI Biotech, Research & Development, Owego, New York, USA
- Vesana, Inc., Research & Development, Owego, New York, USA
- Center for Translational Stem Cell and Tissue Engineering, Binghamton University, Binghamton, New York, USA
- Department of Biological Sciences, Binghamton University, Binghamton, New York, USA
| | - John G. Baust
- Vesana, Inc., Research & Development, Owego, New York, USA
- Center for Translational Stem Cell and Tissue Engineering, Binghamton University, Binghamton, New York, USA
- Department of Biological Sciences, Binghamton University, Binghamton, New York, USA
| | - Kristi K. Snyder
- CPSI Biotech, Research & Development, Owego, New York, USA
- Vesana, Inc., Research & Development, Owego, New York, USA
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Baust JM, Robilotto A, Raijman I, Santucci KL, Van Buskirk RG, Baust JG, Snyder KK. The Assessment of a Novel Endoscopic Ultrasound-Compatible Cryocatheter to Ablate Pancreatic Cancer. Biomedicines 2024; 12:507. [PMID: 38540120 PMCID: PMC10968037 DOI: 10.3390/biomedicines12030507] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 02/15/2024] [Accepted: 02/21/2024] [Indexed: 11/11/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal disease that may be treated utilizing thermal therapies. Cryoablation is an effective, minimally invasive therapy that has been utilized for the treatment of various cancers, offering patients a quicker recovery and reduced side effects. Cryoablation has been utilized on a limited basis for the treatment of PDAC. With the recent reports on the success of cryoablation, there is a growing interest in the use of cryoablation as a standalone, minimally invasive procedure to treat PDAC. While offering a promising path, the application of cryoablation to PDAC is limited by current technologies. As such, there is a need for the development of new devices to support advanced treatment strategies for PDAC. To this end, this study investigated the performance of a new endoscopic ultrasound-compatible cryoablation catheter technology, FrostBite. We hypothesized that FrostBite would enable the rapid, effective, minimally invasive delivery of ultra-cold temperatures to target tissues, resulting in effective ablation via an endoscopic approach. Thermal properties and ablative efficacy were evaluated using a heat-loaded gel model, tissue-engineered models (TEMs), and an initial in vivo porcine study. Freeze protocols evaluated included single and repeat 3 and 5 min applications. Isotherm assessment revealed the generation of a 2.2 cm diameter frozen mass with the -20 °C isotherm reaching a diameter of 1.5 cm following a single 5 min freeze. TEM studies revealed the achievement of temperatures ≤ -20 °C at a diameter of 1.9 cm after a 5 min freeze. Fluorescent imaging conducted 24 h post-thaw demonstrated a uniformly shaped ellipsoidal ablative zone with a midline diameter of 2.5 cm, resulting in a total ablative volume of 6.9 cm3 after a single 5 min freeze. In vivo findings consistently demonstrated the generation of ablative areas measuring 2.03 cm × 3.2 cm. These studies demonstrate the potential of the FrostBite cryocatheter as an endoscopic ultrasound-based treatment option. The data suggest that FrostBite may provide for the rapid, effective, controllable freezing of cancerous pancreatic and liver tissues. This ablative power also offers the potential of improved safety margins via the minimally invasive nature of an endoscopic ultrasound-based approach or natural orifice transluminal endoscopic surgery (NOTES)-based approach. The results of this pre-clinical feasibility study show promise, affirming the need for further investigation into the potential of the FrostBite cryocatheter as an advanced, minimally invasive cryoablative technology.
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Affiliation(s)
- John M. Baust
- CPSI Biotech, Owego, NY 13827, USA
- Phase Therapeutics, Inc., Owego, NY 13827, USA
| | | | - Isaac Raijman
- Department of Medicine-Gastroenterology, Baylor College of Medicine, Houston, TX 77030, USA
- GI Alliance, Houston, TX 77030, USA
| | | | - Robert G. Van Buskirk
- CPSI Biotech, Owego, NY 13827, USA
- Center for Translational Stem Cell and Tissue Engineering, Binghamton University, Binghamton, NY 13902, USA
- Department of Biological Sciences, Binghamton University, Binghamton, NY 13902, USA
| | - John G. Baust
- Center for Translational Stem Cell and Tissue Engineering, Binghamton University, Binghamton, NY 13902, USA
- Department of Biological Sciences, Binghamton University, Binghamton, NY 13902, USA
| | - Kristi K. Snyder
- CPSI Biotech, Owego, NY 13827, USA
- Phase Therapeutics, Inc., Owego, NY 13827, USA
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Harada M, Morimoto Y, Mutsuki O, Ohya J, Masamune K, Itazaki Y, Sugihara T, Tsujimoto H, Kishi Y, Ueno H. Temperature-controlled laser thermal therapy system using a newly developed laparoscopic system equipped with an ultra-compact thermographic camera. Sci Rep 2022; 12:18287. [PMID: 36316375 PMCID: PMC9622731 DOI: 10.1038/s41598-022-22908-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 10/20/2022] [Indexed: 12/31/2022] Open
Abstract
Laser thermal therapy is one of the treatments for malignant tumors. We developed a thermal endoscope using an ultra-compact thermo-sensor and established a new laparoscopic laser thermal therapy system to heat cancer tissue at an appropriate temperature, focusing on the fact that thermographic cameras are capable of two-dimensional temperature mapping. Hepatocellular carcinoma (N1S1) cells were implanted into the livers of Sprague-Dawley rats (n = 13) to create orthotopic hepatocellular carcinoma. Six of the rats underwent laparoscopic laser thermotherapy (70 °C, 5 min) using the newly developed system, and the others underwent laparoscopic insertion only. Lesion volume measurement and histological evaluation were performed in all of the rats. The laparoscopic laser thermal therapy system provided stable temperature control. When a temperature of 70 °C was used for the set temperature, the temperature of the target cancer was maintained within the range of 68-72 °C for 93.2% of the irradiation time (5 min). The median volume of the tumors that were thermally treated was significantly smaller than that of the untreated tumors. The newly developed laparoscopic laser thermal therapy system was capable of maintaining the temperature of the tumor surface at any desired temperature and was proven to be effective in treatment of the rat hepatocellular carcinoma model.
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Affiliation(s)
- Manabu Harada
- grid.416614.00000 0004 0374 0880Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Yuji Morimoto
- grid.416614.00000 0004 0374 0880Department of Physiology, National Defense Medical College, Namiki 3-2, Tokorozawa, Saitama 359-8513 Japan
| | - Ohara Mutsuki
- grid.5290.e0000 0004 1936 9975Department of Modern Mechanical Engineering, School of Creative Science and Engineering, Waseda University, Tokyo, Japan
| | - Jun Ohya
- grid.5290.e0000 0004 1936 9975Department of Modern Mechanical Engineering, School of Creative Science and Engineering, Waseda University, Tokyo, Japan
| | - Ken Masamune
- grid.410818.40000 0001 0720 6587Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women’s Medical University, Tokyo, Japan
| | - Yujiro Itazaki
- grid.416614.00000 0004 0374 0880Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Takao Sugihara
- grid.416614.00000 0004 0374 0880Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Hironori Tsujimoto
- grid.416614.00000 0004 0374 0880Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Yoji Kishi
- grid.416614.00000 0004 0374 0880Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Hideki Ueno
- grid.416614.00000 0004 0374 0880Department of Surgery, National Defense Medical College, Saitama, Japan
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An In Vitro Investigation into Cryoablation and Adjunctive Cryoablation/Chemotherapy Combination Therapy for the Treatment of Pancreatic Cancer Using the PANC-1 Cell Line. Biomedicines 2022; 10:biomedicines10020450. [PMID: 35203660 PMCID: PMC8962332 DOI: 10.3390/biomedicines10020450] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 02/08/2022] [Accepted: 02/09/2022] [Indexed: 02/01/2023] Open
Abstract
As the incidence of pancreatic ductal adenocarcinoma (PDAC) continues to grow, so does the need for new strategies for treatment. One such area being evaluated is cryoablation. While promising, studies remain limited and questions surrounding basic dosing (minimal lethal temperature) coupled with technological issues associated with accessing PDAC tumors and tumor proximity to vasculature and bile ducts, among others, have limited the use of cryoablation. Additionally, as chemotherapy remains the first-line of attack for PDAC, there is limited information on the impact of combining freezing with chemotherapy. As such, this study investigated the in vitro response of a PDAC cell line to freezing, chemotherapy, and the combination of chemotherapy pre-treatment and freezing. PANC-1 cells and PANC-1 tumor models were exposed to cryoablation (freezing insult) and compared to non-frozen controls. Additionally, PANC-1 cells were exposed to varying sub-clinical doses of gemcitabine or oxaliplatin alone and in combination with freezing. The results show that freezing to −10 °C did not affect viability, whereas −15 °C and −20 °C resulted in a reduction in 1 day post-freeze viability to 85% and 20%, respectively, though both recovered to controls by day 7. A complete cell loss was found following a single freeze below −25 °C. The combination of 100 nM gemcitabine (1.1 mg/m2) pre-treatment and a single freeze at −15 °C resulted in near-complete cell death (<5% survival) over the 7-day assessment interval. The combination of 8.8 µM oxaliplatin (130 mg/m2) pre-treatment and a single −15 °C freeze resulted in a similar trend of increased PANC-1 cell death. In summary, these in vitro results suggest that freezing alone to temperatures in the range of −25 °C results in a high degree of PDAC destruction. Further, the data support a potential combinatorial chemo/cryo-therapeutic strategy for the treatment of PDAC. These results suggest that a reduction in chemotherapeutic dose may be possible when offered in combination with freezing for the treatment of PDAC.
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Arcot R, Polascik TJ. Evolution of Focal Therapy in Prostate Cancer: Past, Present, and Future. Urol Clin North Am 2021; 49:129-152. [PMID: 34776047 DOI: 10.1016/j.ucl.2021.07.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Organ sparing approaches for the management of localized prostate cancer were developed in part to overcome the morbidity associated with standard, whole gland treatment options. The first description of focal therapy was now over two decades ago and since that time much has changed. The evolution of patient selection, the approach to ablation, and surveillance after focal therapy have mirrored the technologic advancements in the field as well as the improved understanding of the biology of low-grade, low-risk prostate cancer. This review presents the evidence for the basis of focal therapy from the past to the present and future endeavors.
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Affiliation(s)
- Rohith Arcot
- Division of Urology, Duke University Medical Center, Duke University, Duke Cancer Center, 20 Duke Medicine Circle, Durham, NC 27710, USA.
| | - Thomas J Polascik
- Division of Urology, Duke University Medical Center, Duke University, Duke Cancer Center, 20 Duke Medicine Circle, Durham, NC 27710, USA
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Deep Learning in Cancer Diagnosis and Prognosis Prediction: A Minireview on Challenges, Recent Trends, and Future Directions. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2021; 2021:9025470. [PMID: 34754327 PMCID: PMC8572604 DOI: 10.1155/2021/9025470] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 09/30/2021] [Accepted: 10/05/2021] [Indexed: 12/30/2022]
Abstract
Deep learning (DL) is a branch of machine learning and artificial intelligence that has been applied to many areas in different domains such as health care and drug design. Cancer prognosis estimates the ultimate fate of a cancer subject and provides survival estimation of the subjects. An accurate and timely diagnostic and prognostic decision will greatly benefit cancer subjects. DL has emerged as a technology of choice due to the availability of high computational resources. The main components in a standard computer-aided design (CAD) system are preprocessing, feature recognition, extraction and selection, categorization, and performance assessment. Reduction of costs associated with sequencing systems offers a myriad of opportunities for building precise models for cancer diagnosis and prognosis prediction. In this survey, we provided a summary of current works where DL has helped to determine the best models for the cancer diagnosis and prognosis prediction tasks. DL is a generic model requiring minimal data manipulations and achieves better results while working with enormous volumes of data. Aims are to scrutinize the influence of DL systems using histopathology images, present a summary of state-of-the-art DL methods, and give directions to future researchers to refine the existing methods.
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Radosevic A, Prieto D, Burdío F, Berjano E, Prakash P, Trujillo M. Short pulsed microwave ablation: computer modeling and ex vivo experiments. Int J Hyperthermia 2021; 38:409-420. [PMID: 33719808 DOI: 10.1080/02656736.2021.1894358] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
PURPOSE To study the differences between continuous and short-pulse mode microwave ablation (MWA). METHODS We built a computational model for MWA including a 200 mm long and 14 G antenna from Amica-Gen and solved an electromagnetic-thermal coupled problem using COMSOL Multiphysics. We compared the coagulation zone (CZ) sizes created with pulsed and continuous modes under ex vivo and in vivo conditions. The model was used to compare long vs. short pulses, and 1000 W high-powered short pulses. Ex vivo experiments were conducted to validate the model. RESULTS The computational models predicted the axial diameter of the CZ with an error of 2-3% and overestimated the transverse diameter by 9-11%. For short pulses, the ex vivo computer modeling results showed a trend toward larger CZ when duty cycles decreases. In general, short pulsed mode yielded higher CZ diameters and volumes than continuous mode, but the differences were not significant (<5%), as in terms of CZ sphericity. The same trends were observed in the simulations mimicking in vivo conditions. Both CZ diameter and sphericity were similar with short and long pulses. Short 1000 W pulses produced smaller sphericity and similar CZ sizes under in vivo and ex vivo conditions. CONCLUSIONS The characteristics of the CZ created by continuous and pulsed MWA show no significant differences from ex vivo experiments and computer simulations. The proposed idea of enlarging coagulation zones and improving their sphericity in pulsed mode was not evident in this study.
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Affiliation(s)
- Aleksandar Radosevic
- Department of Radiology, Hospital del Mar, Universitat Pompeu Fabra, Barcelona, Spain
| | - Diego Prieto
- BioMIT, Department of Applied Mathematics, Universitat Politècnica de València, Valencia, Spain
| | | | - Enrique Berjano
- BioMIT, Department of Electronic Engineering, Universitat Politècnica de València, Valencia, Spain
| | - Punit Prakash
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, KS, USA
| | - Macarena Trujillo
- BioMIT, Department of Applied Mathematics, Universitat Politècnica de València, Valencia, Spain
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Yi F, Liu L, Ding M, Zhu Y, Song Q, Zeng C. Changes in and effects of Kupffer cells on residual tumor after cryoablation in rabbit hepatic VX2 tumor. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2021; 14:75-85. [PMID: 33532025 PMCID: PMC7847489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 11/12/2020] [Indexed: 06/12/2023]
Abstract
OBJECTIVE Cryoablation can directly kill tumor cells through sudden changes in temperature. It can also enhance lymphocyte function and cause distant tumor regression far from the ablation treatment area. In order to further explore the changes of immune function after cryoablation, the changes of Kupffer cells (KCs), the main immune cells in the liver, and their effects on untreated tumors in vivo were studied. METHODS Rabbit VX2 liver cancer models were constructed. The growth of liver tumors was confirmed by ultrasound after transplantation for 3 weeks. Fifteen Japanese white rabbits were divided into a tumor control group and cryoablation group. Cryoablation group was treated with cryoablation of a single or partial tumor. Histologic and immunohistochemical changes of the treatment area and untreated tumor area before and after cryoablation were observed, and the phagocytic function changes of KCs around the untreated area and treatment area were observed by electron microscopy. RESULTS Cryoablation areas showed necrosis, infiltration of inflammatory cells (including KCs), and fibrosis of tissue. The number of inflammatory cells in the unfrozen tumor area was increased in the same treated rabbit. There was a significant difference in the maximum diameter of unfrozen tumors between the frozen group and control group at 15th days after cryoablation (P<0.05), while the difference was not obvious at the 3rd and 7th day (P>0.05). Electron microscopy showed that the number of debris fragments engulfed by KCs around the tumor after cryoablation was significantly higher than that of the control group. In the same rabbit, we compared the amount of debris between tissue surrounding the unfrozen area and around the cryoablation area. There was a significant difference on the 3rd day after cryoablation, P=0.043, while there was no significant difference on the 7th day, P=0.348. CONCLUSION After cryoablation, inflammatory cells aggregated around the cryoablated area. The activity of KCs had been increased and the function of phagocytosis enhanced. KCs had a certain inhibitory effect on the untreated tumor in the same animal at the early stage (within 15 days), but it was not enough to restrain the growth of the untreated tumors.
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Baust JM, Robilotto A, Santucci KL, Snyder KK, Van Buskirk RG, Katz A, Corcoran A, Baust JG. Evaluation of a Novel Cystoscopic Compatible Cryocatheter for the Treatment of Bladder Cancer. Bladder Cancer 2020. [DOI: 10.3233/blc-200321] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND: As the acceptance of cryoablative therapies for the treatment of non-metastatic cancers continues to grow, avenues for novel cryosurgical technologies and approaches have opened. Within the field of genitourinary tumors, cryosurgical treatments of bladder cancers remain largely investigational. Current modalities employ percutaneous needles or transurethral cryoballoons or sprays, and while results have been promising, each technology is limited to specific types and stages of cancers. OBJECTIVE: This study evaluated a new, self-contained transurethral cryocatheter, FrostBite-BC, for its potential to treat bladder cancer. METHODS: Thermal characteristics and ablative capacity were assessed using calorimetry, isothermal analyses, in vitro 3-dimensional tissue engineered models (TEMs), and a pilot in vivo porcine study. RESULTS: Isotherm assessment revealed surface temperatures below – 20°C within 9 sec. In vitro TEMs studies demonstrated attainment of ≤– 20°C at 6.1 mm and 8.2 mm in diameter following single and double 2 min freezes, respectively. Fluorescent imaging 24 hr post-thaw revealed uniform, ablative volumes of 326.2 mm3 and 397.9 mm3 following a single or double 2 min freeze. In vivo results demonstrated the consistent generation of ablative areas. Lesion depth was found to correlate with freeze time wherein 15 sec freezes resulted in ablation confined to the sub-mucosa and ≥30 sec full thickness ablation of the bladder wall. CONCLUSIONS: These studies demonstrate the potential of the FrostBite-BC cryocatheter as a treatment option for bladder cancer. Although preliminary, the outcomes of these studies were encouraging, and support the continued investigation into the potential of the FrostBite-BC cryocatheter as a next generation, minimally invasive cryoablative technology.
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Affiliation(s)
| | | | | | | | - Robert G. Van Buskirk
- CPSI Biotech, Owego, NY, USA
- Center for Translational Stem Cell and Tissue Engineering Binghamton University, Binghamton, NY, USA
- Department of Biological Sciences, Binghamton University, Binghamton, NY, USA
| | - Aaron Katz
- Department of Urology, NYU Winthrop Hospital, Mineola, NY, USA
| | | | - John G. Baust
- Center for Translational Stem Cell and Tissue Engineering Binghamton University, Binghamton, NY, USA
- Department of Biological Sciences, Binghamton University, Binghamton, NY, USA
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Zhao J, Liu Y, Sun J, Zhu H, Chen Y, Dong T, Sang R, Gao X, Yang W, Deng Y. Magnetic targeting cobalt nanowire-based multifunctional therapeutic system for anticancer treatment and angiogenesis. Colloids Surf B Biointerfaces 2020; 194:111217. [PMID: 32622255 DOI: 10.1016/j.colsurfb.2020.111217] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 06/03/2020] [Accepted: 06/23/2020] [Indexed: 12/09/2022]
Abstract
In order to improve the anticancer therapeutic efficacy and postoperative recovery efficacy, the novel anticancer therapeutic system should have the ability to promote angiogenesis after anticancer therapy besides the excellent anticancer therapeutic efficacy. We present herein a magnetic targeting multifunctional anticancer therapeutic system based on cobalt nanowires (CoNWs) for anticancer therapy and angiogenesis. Magnetic characterization shows that the CoNWs can be concentrated in desired locations under the external magnetic field, which is favorable for anticancer target therapy. Besides, drug loading/release characterization reveals that the CoNWs interact with doxorubicin (DOX) by electrostatic interaction, and accordingly form a composite which can release DOX with temperature increase under near-infrared light (NIR) treatment. And anticancer test reveals that the nanowires loaded with the DOX (CoNWs-DOX) can produce an effective chemo-photothermal synergistic therapeutic effect against murine breast cancer cell lines (4T1) and human osteosarcoma cell lines (MG63) under NIR treatment. Furthermore, angiogenesis assessment reveals that the released cobalt ion from the nanowires can significantly enhance the angiogenesis efficacy after cancer treatment. These results suggest that the constructed anticancer therapeutic system provides a promising multifunctional platform for cancer treatment and postoperative recovery.
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Affiliation(s)
- Jiankui Zhao
- College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Yunxiu Liu
- School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Jiamin Sun
- College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Huang Zhu
- College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Yong Chen
- College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Taosheng Dong
- College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Rui Sang
- College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Xiangyu Gao
- College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Weizhong Yang
- College of Materials Science and Engineering, Sichuan University, Chengdu 610065, China.
| | - Yi Deng
- School of Chemical Engineering, Sichuan University, Chengdu 610065, China; State Key Laboratory of Polymer Materials Engineering, Sichuan University, Chengdu 610065, China.
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Guillemin PC, Gui L, Lorton O, Zilli T, Crowe LA, Desgranges S, Montet X, Terraz S, Miralbell R, Salomir R, Boudabbous S. Mild hyperthermia by MR-guided focused ultrasound in an ex vivo model of osteolytic bone tumour: optimization of the spatio-temporal control of the delivered temperature. J Transl Med 2019; 17:350. [PMID: 31651311 PMCID: PMC6814062 DOI: 10.1186/s12967-019-2094-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 10/11/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Magnetic resonance guided focused ultrasound was suggested for the induction of deep localized hyperthermia adjuvant to radiation- or chemotherapy. In this study we are aiming to validate an experimental model for the induction of uniform temperature elevation in osteolytic bone tumours, using the natural acoustic window provided by the cortical breakthrough. MATERIALS AND METHODS Experiments were conducted on ex vivo lamb shank by mimicking osteolytic bone tumours. The cortical breakthrough was exploited to induce hyperthermia inside the medullar cavity by delivering acoustic energy from a phased array HIFU transducer. MR thermometry data was acquired intra-operatory using the proton resonance frequency shift (PRFS) method. Active temperature control was achieved via a closed-loop predictive controller set at 6 °C above the baseline. Several beam geometries with respect to the cortical breakthrough were investigated. Numerical simulations were used to further explain the observed phenomena. Thermal safety of bone heating was assessed by cross-correlating MR thermometry data with the measurements from a fluoroptic temperature sensor inserted in the cortical bone. RESULTS Numerical simulations and MR thermometry confirmed the feasibility of spatio-temporal uniform hyperthermia (± 0.5 °C) inside the medullar cavity using a fixed focal point sonication. This result was obtained by the combination of several factors: an optimal positioning of the focal spot in the plane of the cortical breakthrough, the direct absorption of the HIFU beam at the focal spot, the "acoustic oven effect" yielded by the beam interaction with the bone, and a predictive temperature controller. The fluoroptical sensor data revealed no heating risks for the bone and adjacent tissues and were in good agreement with the PRFS thermometry from measurable voxels adjacent to the periosteum. CONCLUSION To our knowledge, this is the first study demonstrating the feasibility of MR-guided focused ultrasound hyperthermia inside the medullar cavity of bones affected by osteolytic tumours. Our results are considered a promising step for combining adjuvant mild hyperthermia to external beam radiation therapy for sustained pain relief in patients with symptomatic bone metastases.
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Affiliation(s)
- Pauline C Guillemin
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, Geneva, Switzerland.
| | - Laura Gui
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Orane Lorton
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Thomas Zilli
- Radiation Oncology Division, University Hospitals of Geneva, Geneva, Switzerland
| | - Lindsey A Crowe
- Radiology Division, University Hospitals of Geneva, Geneva, Switzerland
| | - Stéphane Desgranges
- Equipe Chimie Bioorganique et Systèmes Amphiphiles, Institut des Biomolécules Max Mousseron, UMR 5247, Avignon Université, 84911, Avignon, France
| | - Xavier Montet
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Radiology Division, University Hospitals of Geneva, Geneva, Switzerland
| | - Sylvain Terraz
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Radiology Division, University Hospitals of Geneva, Geneva, Switzerland
| | - Raymond Miralbell
- Radiation Oncology Division, University Hospitals of Geneva, Geneva, Switzerland
| | - Rares Salomir
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Radiology Division, University Hospitals of Geneva, Geneva, Switzerland
| | - Sana Boudabbous
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Radiology Division, University Hospitals of Geneva, Geneva, Switzerland
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Aminsharifi A, Jibara G, Tsivian E, Tsivian M, Elshafei A, Polascik TJ. Salvage Prostate Cryoablation for the Management of Local Recurrence After Primary Cryotherapy: A Retrospective Analysis of Functional and Intermediate-Term Oncological Outcomes Associated With a Second Therapeutic Freeze. Clin Genitourin Cancer 2019; 17:e831-e836. [DOI: 10.1016/j.clgc.2019.05.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 04/29/2019] [Accepted: 05/20/2019] [Indexed: 12/13/2022]
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