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Oakley E, Parilov E, Beeson K, Potasek M, Ivanick N, Tworek L, Hutson A, Shafirstein G. Computational Optimization of Irradiance and Fluence for Interstitial Photodynamic Therapy Treatment of Patients with Malignant Central Airway Obstruction. Cancers (Basel) 2023; 15:2636. [PMID: 37174102 PMCID: PMC10177073 DOI: 10.3390/cancers15092636] [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: 03/27/2023] [Revised: 04/24/2023] [Accepted: 05/02/2023] [Indexed: 05/15/2023] Open
Abstract
There are no effective treatments for patients with extrinsic malignant central airway obstruction (MCAO). In a recent clinical study, we demonstrated that interstitial photodynamic therapy (I-PDT) is a safe and potentially effective treatment for patients with extrinsic MCAO. In previous preclinical studies, we reported that a minimum light irradiance and fluence should be maintained within a significant volume of the target tumor to obtain an effective PDT response. In this paper, we present a computational approach to personalized treatment planning of light delivery in I-PDT that simultaneously optimizes the delivered irradiance and fluence using finite element method (FEM) solvers of either Comsol Multiphysics® or Dosie™ for light propagation. The FEM simulations were validated with light dosimetry measurements in a solid phantom with tissue-like optical properties. The agreement between the treatment plans generated by two FEMs was tested using typical imaging data from four patients with extrinsic MCAO treated with I-PDT. The concordance correlation coefficient (CCC) and its 95% confidence interval (95% CI) were used to test the agreement between the simulation results and measurements, and between the two FEMs treatment plans. Dosie with CCC = 0.994 (95% CI, 0.953-0.996) and Comsol with CCC = 0.999 (95% CI, 0.985-0.999) showed excellent agreement with light measurements in the phantom. The CCC analysis showed very good agreement between Comsol and Dosie treatment plans for irradiance (95% CI, CCC: 0.996-0.999) and fluence (95% CI, CCC: 0.916-0.987) in using patients' data. In previous preclinical work, we demonstrated that effective I-PDT is associated with a computed light dose of ≥45 J/cm2 when the irradiance is ≥8.6 mW/cm2 (i.e., the effective rate-based light dose). In this paper, we show how to use Comsol and Dosie packages to optimize rate-based light dose, and we present Dosie's newly developed domination sub-maps method to improve the planning of the delivery of the effective rate-based light dose. We conclude that image-based treatment planning using Comsol or Dosie FEM-solvers is a valid approach to guide the light dosimetry in I-PDT of patients with MCAO.
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Affiliation(s)
- Emily Oakley
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | | | - Karl Beeson
- Simphotek, Inc., 211 Warren St., Newark, NJ 07103, USA
| | - Mary Potasek
- Simphotek, Inc., 211 Warren St., Newark, NJ 07103, USA
| | - Nathaniel Ivanick
- Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Lawrence Tworek
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Alan Hutson
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Gal Shafirstein
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
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Ledezma DK, Balakrishnan PB, Shukla A, Medina JA, Chen J, Oakley E, Bollard CM, Shafirstein G, Miscuglio M, Fernandes R. Interstitial Photothermal Therapy Generates Durable Treatment Responses in Neuroblastoma. Adv Healthc Mater 2022; 11:e2201084. [PMID: 35943173 PMCID: PMC9588730 DOI: 10.1002/adhm.202201084] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 07/23/2022] [Indexed: 01/28/2023]
Abstract
Photothermal therapy (PTT) represents a promising modality for tumor control typically using infrared light-responsive nanoparticles illuminated by a wavelength-matched external laser. However, due to the constraints of light penetration, PTT is generally restricted to superficially accessible tumors. With the goal of extending the benefits of PTT to all tumor settings, interstitial PTT (I-PTT) is evaluated by the photothermal activation of intratumorally administered Prussian blue nanoparticles with a laser fiber positioned interstitially within the tumor. This interstitial fiber, which is fitted with a terminal diffuser, distributes light within the tumor microenvironment from the "inside-out" as compared to from the "outside-in" traditionally observed during superficially administered PTT (S-PTT). I-PTT improves the heating efficiency and heat distribution within a target treatment area compared to S-PTT. Additionally, I-PTT generates increased cytotoxicity and thermal damage at equivalent thermal doses, and elicits immunogenic cell death at lower thermal doses in targeted neuroblastoma tumor cells compared to S-PTT. In vivo, I-PTT induces significantly higher long-term tumor regression, lower rates of tumor recurrence, and improved long-term survival in multiple syngeneic murine models of neuroblastoma. This study highlights the significantly enhanced therapeutic benefit of I-PTT compared to traditional S-PTT as a promising treatment modality for solid tumors.
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Affiliation(s)
- Debbie K Ledezma
- The George Washington Cancer Center, The George Washington University, 800 22nd St NW, 8300 Science and Engineering Hall, Washington, DC, 20052, USA
- The Institute for Biomedical Sciences, The George Washington University, 2300 Eye Street NW, Ross Hall Room 561, Washington, DC, 20037, USA
| | - Preethi B Balakrishnan
- The George Washington Cancer Center, The George Washington University, 800 22nd St NW, 8300 Science and Engineering Hall, Washington, DC, 20052, USA
| | - Anshi Shukla
- The George Washington Cancer Center, The George Washington University, 800 22nd St NW, 8300 Science and Engineering Hall, Washington, DC, 20052, USA
| | - Jacob A Medina
- The George Washington Cancer Center, The George Washington University, 800 22nd St NW, 8300 Science and Engineering Hall, Washington, DC, 20052, USA
- The Institute for Biomedical Sciences, The George Washington University, 2300 Eye Street NW, Ross Hall Room 561, Washington, DC, 20037, USA
| | - Jie Chen
- The George Washington Cancer Center, The George Washington University, 800 22nd St NW, 8300 Science and Engineering Hall, Washington, DC, 20052, USA
| | - Emily Oakley
- Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Department of Cell Stress Biology, Roswell Park, Elm and Carlton Streets, Buffalo, NY, 14263, USA
| | - Catherine M Bollard
- The George Washington Cancer Center, The George Washington University, 800 22nd St NW, 8300 Science and Engineering Hall, Washington, DC, 20052, USA
- Center for Cancer and Immunology Research, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA
| | - Gal Shafirstein
- Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Department of Cell Stress Biology, Roswell Park, Elm and Carlton Streets, Buffalo, NY, 14263, USA
| | - Mario Miscuglio
- Department of Electrical and Computer Engineering, The George Washington University, 800 22nd St NW, 5000 Science and Engineering Hall, Washington, DC, 20052, USA
| | - Rohan Fernandes
- The George Washington Cancer Center, The George Washington University, 800 22nd St NW, 8300 Science and Engineering Hall, Washington, DC, 20052, USA
- Department of Medicine, The George Washington University, 2150 Pennsylvania Avenue, NW, Suite 8-416, Washington, DC, 20037, USA
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Ivanick NM, Oakley ER, Kunadharaju R, Brackett C, Bellnier DA, Tworek LM, Kurenov SN, Gollnick SO, Hutson AD, Busch TM, Shafirstein G. First-In-Human Computer-Optimized Endobronchial Ultrasound-Guided Interstitial Photodynamic Therapy for Patients With Extrabronchial or Endobronchial Obstructing Malignancies. JTO Clin Res Rep 2022; 3:100372. [PMID: 36188632 PMCID: PMC9523383 DOI: 10.1016/j.jtocrr.2022.100372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 06/16/2022] [Accepted: 06/20/2022] [Indexed: 11/15/2022] Open
Abstract
Objective Patients with inoperable extrabronchial or endobronchial tumors who are not candidates for curative radiotherapy have dire prognoses with no effective long-term treatment options. To reveal that our computer-optimized interstitial photodynamic therapy (I-PDT) is safe and potentially effective in the treatment of patients with inoperable extra or endobronchial malignancies inducing central airway obstructions. Methods High-spatial resolution computer simulations were used to personalize the light dose rate and dose for each tumor. Endobronchial ultrasound with a transbronchial needle was used to place the optical fibers within the tumor according to an individualized plan. The primary and secondary end points were safety and overall survival, respectively. An exploratory end point evaluated changes in immune markers. Results Eight patients received I-PDT with planning, and five of these received additional external beam PDT. Two additional patients received external beam PDT. The treatment was declared safe. Three of 10 patients are alive at 26.3, 12, and 8.3 months, respectively, after I-PDT. The treatments were able to deliver a prescribed light dose rate and dose to 87% to 100% and 18% to 92% of the tumor volumes, respectively. A marked increase in the proportion of monocytic myeloid-derived suppressor cells expressing programmed death-ligand 1 was measured in four of seven patients. Conclusions Image-guided light dosimetry for I-PDT with linear endobronchial ultrasound transbronchial needle is safe and potentially beneficial in increasing overall survival of patients. I-PDT has a positive effect on the immune response including an increase in the proportion of programmed death-ligand 1-expressing monocytic myeloid-derived suppressor cells.
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Affiliation(s)
- Nathaniel M. Ivanick
- Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Emily R. Oakley
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Rajesh Kunadharaju
- Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Craig Brackett
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - David A. Bellnier
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Lawrence M. Tworek
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Sergei N. Kurenov
- Department of Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Sandra O. Gollnick
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Alan D. Hutson
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Theresa M. Busch
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Gal Shafirstein
- Department of Cell Stress Biology, Photodynamic Therapy Center, Roswell Park Comprehensive Cancer Center, Buffalo, New York
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Coleman CN, Buchsbaum JC, Prasanna PGS, Capala J, Obcemea C, Espey MG, Ahmed MM, Hong JA, Vikram B. Moving Forward in the Next Decade: Radiation Oncology Sciences for Patient-Centered Cancer Care. JNCI Cancer Spectr 2021; 5:pkab046. [PMID: 34350377 PMCID: PMC8328099 DOI: 10.1093/jncics/pkab046] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 04/15/2021] [Accepted: 04/23/2021] [Indexed: 11/24/2022] Open
Abstract
In a time of rapid advances in science and technology, the opportunities for radiation oncology are undergoing transformational change. The linkage between and understanding of the physical dose and induced biological perturbations are opening entirely new areas of application. The ability to define anatomic extent of disease and the elucidation of the biology of metastases has brought a key role for radiation oncology for treating metastatic disease. That radiation can stimulate and suppress subpopulations of the immune response makes radiation a key participant in cancer immunotherapy. Targeted radiopharmaceutical therapy delivers radiation systemically with radionuclides and carrier molecules selected for their physical, chemical, and biochemical properties. Radiation oncology usage of “big data” and machine learning and artificial intelligence adds the opportunity to markedly change the workflow for clinical practice while physically targeting and adapting radiation fields in real time. Future precision targeting requires multidimensional understanding of the imaging, underlying biology, and anatomical relationship among tissues for radiation as spatial and temporal “focused biology.” Other means of energy delivery are available as are agents that can be activated by radiation with increasing ability to target treatments. With broad applicability of radiation in cancer treatment, radiation therapy is a necessity for effective cancer care, opening a career path for global health serving the medically underserved in geographically isolated populations as a substantial societal contribution addressing health disparities. Understanding risk and mitigation of radiation injury make it an important discipline for and beyond cancer care including energy policy, space exploration, national security, and global partnerships.
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Affiliation(s)
- C Norman Coleman
- Correspondence to: C. Norman Coleman, MD, Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, MSC 9727, Bethesda, MD 20892-9727, USA (e-mail: )
| | - Jeffrey C Buchsbaum
- Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Pataje G S Prasanna
- Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jacek Capala
- Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Ceferino Obcemea
- Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Michael G Espey
- Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Mansoor M Ahmed
- Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Julie A Hong
- Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Bhadrasain Vikram
- Radiation Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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