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      Simulating photodynamic therapy for the treatment of glioblastoma using Monte Carlo radiative transport

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          Abstract.

          Significance

          Glioblastoma (GBM) is a rare but deadly form of brain tumor with a low median survival rate of 14.6 months, due to its resistance to treatment. An independent simulation of the INtraoperative photoDYnamic therapy for GliOblastoma (INDYGO) trial, a clinical trial aiming to treat the GBM resection cavity with photodynamic therapy (PDT) via a laser coupled balloon device, is demonstrated.

          Aim

          To develop a framework providing increased understanding for the PDT treatment, its parameters, and their impact on the clinical outcome.

          Approach

          We use Monte Carlo radiative transport techniques within a computational brain model containing a GBM to simulate light path and PDT effects. Treatment parameters (laser power, photosensitizer concentration, and irradiation time) are considered, as well as PDT’s impact on brain tissue temperature.

          Results

          The simulation suggests that 39% of post-resection GBM cells are killed at the end of treatment when using the standard INDYGO trial protocol (light fluence = 200    J / cm 2 at balloon wall) and assuming an initial photosensitizer concentration of 5    μ M . Increases in treatment time and light power (light fluence = 400    J / cm 2 at balloon wall) result in further cell kill but increase brain cell temperature, which potentially affects treatment safety. Increasing the p hotosensitizer concentration produces the most significant increase in cell kill, with 61% of GBM cells killed when doubling concentration to 10    μ M and keeping the treatment time and power the same. According to these simulations, the standard trial protocol is reasonably well optimized with improvements in cell kill difficult to achieve without potentially dangerous increases in temperature. To improve treatment outcome, focus should be placed on improving the photosensitizer.

          Conclusions

          With further development and optimization, the simulation could have potential clinical benefit and be used to help plan and optimize intraoperative PDT treatment for GBM.

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          Most cited references49

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          Photodynamic Therapy Review: Principles, Photosensitizers, Applications, and Future Directions.

          Photodynamic therapy (PDT) is a minimally invasive therapeutic modality that has gained great attention in the past years as a new therapy for cancer treatment. PDT uses photosensitizers that, after being excited by light at a specific wavelength, react with the molecular oxygen to create reactive oxygen species in the target tissue, resulting in cell death. Compared to conventional therapeutic modalities, PDT presents greater selectivity against tumor cells, due to the use of photosensitizers that are preferably localized in tumor lesions, and the precise light irradiation of these lesions. This paper presents a review of the principles, mechanisms, photosensitizers, and current applications of PDT. Moreover, the future path on the research of new photosensitizers with enhanced tumor selectivity, featuring the improvement of PDT effectiveness, has also been addressed. Finally, new applications of PDT have been covered.
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            Epidemiology of Glioblastoma Multiforme-Literature Review.

            Glioblastoma multiforme (GBM) is one of the most aggressive malignancies, with a median overall survival of approximately 15 months. In this review, we analyze the pathogenesis of GBM, as well as epidemiological data, by age, gender, and tumor location. The data indicate that GBM is the higher-grade primary brain tumor and is significantly more common in men. The risk of being diagnosed with glioma increases with age, and median survival remains low, despite medical advances. In addition, it is difficult to determine clearly how GBM is influenced by stimulants, certain medications (e.g., NSAIDs), cell phone use, and exposure to heavy metals.
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              Blood flow and oxygen delivery to human brain during functional activity: theoretical modeling and experimental data.

              Coupling of cerebral blood flow (CBF) and cerebral metabolic rate for oxygen (CMRO(2)) in physiologically activated brain states remains the subject of debates. Recently it was suggested that CBF is tightly coupled to oxidative metabolism in a nonlinear fashion. As part of this hypothesis, mathematical models of oxygen delivery to the brain have been described in which disproportionately large increases in CBF are necessary to sustain even small increases in CMRO(2) during activation. We have explored the coupling of CBF and oxygen delivery by using two complementary methods. First, a more complex mathematical model was tested that differs from those recently described in that no assumptions were made regarding tissue oxygen level. Second, [(15)O] water CBF positron emission tomography (PET) studies in nine healthy subjects were conducted during states of visual activation and hypoxia to examine the relationship of CBF and oxygen delivery. In contrast to previous reports, our model showed adequate tissue levels of oxygen could be maintained without the need for increased CBF or oxygen delivery. Similarly, the PET studies demonstrated that the regional increase in CBF during visual activation was not affected by hypoxia. These findings strongly indicate that the increase in CBF associated with physiological activation is regulated by factors other than local requirements in oxygen.
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                Author and article information

                Contributors
                Journal
                J Biomed Opt
                J Biomed Opt
                JBOPFO
                JBO
                Journal of Biomedical Optics
                Society of Photo-Optical Instrumentation Engineers
                1083-3668
                1560-2281
                6 February 2024
                February 2024
                6 February 2024
                : 29
                : 2
                : 025001
                Affiliations
                [a ]SUPA, University of St Andrews , School of Physics and Astronomy, St Andrews, United Kingdom
                [b ]University of Dundee , Division of Mathematics, Dundee, United Kingdom
                [c ]University of Dundee , Medical School, Division Imaging Science and Technology, Dundee, United Kingdom
                [d ]Université de Bourgogne Franche-Comté , Laboratoire Mathématiques de Besançon, Besançon, France
                [e ]Ninewells Hospital , Photobiology Unit, Dundee, United Kingdom
                [f ]University of Dundee , School of Medicine, Division Cellular and Molecular Medicine, Dundee, United Kingdom
                [g ]Ninewells Hospital and Medical School , Department of Neurosurgery, Dundee, United Kingdom
                Author notes
                [* ]Address all correspondence to Kenneth Wood, kw25@ 123456st-andrews.ac.uk
                Author information
                https://orcid.org/0000-0002-8736-7520
                https://orcid.org/0000-0002-7725-5162
                https://orcid.org/0000-0002-7824-5580
                Article
                JBO-230267GRR 230267GRR
                10.1117/1.JBO.29.2.025001
                10846422
                38322729
                af409c41-6cb6-4c14-8e08-7e6035c5f203
                © 2024 The Authors

                Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.

                History
                : 11 September 2023
                : 16 January 2024
                : 17 January 2024
                Page count
                Figures: 15, Tables: 2, References: 49, Pages: 24
                Funding
                Funded by: UKRI EPSRC Centre for Doctoral Training in Applied Photonics
                Award ID: EP/S022821/1
                Funded by: Laser Research and Therapy Fund
                Award ID: registered charity SC030850
                Categories
                General
                Paper
                Custom metadata
                Finlayson et al.: Simulating photodynamic therapy for the treatment of glioblastoma…

                Biomedical engineering
                glioblastoma,photodynamic therapy,photosensitizer protoporphyrin ix,monte carlo radiative transport,in silico

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