7 results on '"Parisi, Alessio"'
Search Results
2. LET‐based approximation of the microdosimetric kinetic model for proton radiotherapy.
- Author
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Parisi, Alessio, Furutani, Keith M., Sato, Tatsuhiko, and Beltran, Chris J.
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LINEAR energy transfer , *PROTON therapy , *IONIZING radiation , *PROTONS , *CELL lines - Abstract
Background: Phenomenological relative biological effectiveness (RBE) models for proton therapy, based on the dose‐averaged linear energy transfer (LET), have been developed to address the apparent RBE increase towards the end of the proton range. The results of these phenomenological models substantially differ due to varying empirical assumptions and fitting functions. In contrast, more theory‐based approaches are used in carbon ion radiotherapy, such as the microdosimetric kinetic model (MKM). However, implementing microdosimetry‐based models in LET‐based proton therapy treatment planning systems poses challenges. Purpose: This work presents a LET‐based version of the MKM that is practical for clinical use in proton radiotherapy. Methods: At first, we derived an approximation of the Mayo Clinic Florida (MCF) MKM for relatively‐sparsely ionizing radiation such as protons. The mathematical formalism of the proposed model is equivalent to the original MKM, but it maintains some key features of the MCF MKM, such as the determination of model parameters from measurable cell characteristics. Subsequently, we carried out Monte Carlo calculations with PHITS in different simulated scenarios to establish a heuristic correlation between microdosimetric quantities and the dose averaged LET of protons. Results: A simple allometric function was found able to describe the relationship between the dose‐averaged LET of protons and the dose‐mean lineal energy, which includes the contributions of secondary particles. The LET‐based MKM was used to model the in vitro clonogenic survival RBE of five human and rodent cell lines (A549, AG01522, CHO, T98G, and U87) exposed to pristine and spread‐out Bragg peak (SOBP) proton beams. The results of the LET‐based MKM agree well with the biological data in a comparable or better way with respect to the other models included in the study. A sensitivity analysis on the model results was also performed. Conclusions: The LET‐based MKM integrates the predictive theoretical framework of the MCF MKM with a straightforward mathematical description of the RBE based on the dose‐averaged LET, a physical quantity readily available in modern treatment planning systems for proton therapy. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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3. Exploring the LET dependence of DNA DSB repair kinetics using the DR DNA database.
- Author
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Radstake, Wilhelmina E, Parisi, Alessio, Denbeigh, Janet M, Beltran, Chris J, and Furutani, Keith M
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LINEAR energy transfer ,DOUBLE-strand DNA breaks ,DNA repair ,DNA data banks ,RANDOM effects model - Abstract
The repair of DNA double-strand breaks is a crucial yet delicate process which is affected by a multitude of factors. In this study, our goal is to analyse the influence of the linear energy transfer (LET) on the DNA repair kinetics. By utilizing the database of repair of DNA and aggregating the results of 84 experiments, we conduct various model fits to evaluate and compare different hypothesis regarding the effect of LET on the rejoining of DNA ends. Despite the considerable research efforts dedicated to this topic over the past decades, our findings underscore the complexity of the relationship between LET and DNA repair kinetics. This study leverages big data analysis to capture overall trends that single experimental studies might miss, providing a valuable model for understanding how radiation quality impacts DNA damage and subsequent biological effects. Our results highlight the gaps in our current understanding, emphasizing the pressing need for further investigation into this phenomenon. [ABSTRACT FROM AUTHOR]
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- 2024
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4. Lost in Space? Unmasking the T Cell Reaction to Simulated Space Stressors.
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Miranda, Silvana, Vermeesen, Randy, Radstake, Wilhelmina E., Parisi, Alessio, Ivanova, Anna, Baatout, Sarah, Tabury, Kevin, and Baselet, Bjorn
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SPACE environment ,SPACE flight ,IONIZING radiation ,T cell receptors ,CONDITIONED response ,T cells ,GENE expression ,DOSE-response relationship (Radiation) - Abstract
The space environment will expose astronauts to stressors like ionizing radiation, altered gravity fields and elevated cortisol levels, which pose a health risk. Understanding how the interplay between these stressors changes T cells' response is important to better characterize space-related immune dysfunction. We have exposed stimulated Jurkat cells to simulated space stressors (1 Gy, carbon ions/1 Gy photons, 1 µM hydrocortisone (HC), Mars, moon, and microgravity) in a single or combined manner. Pro-inflammatory cytokine IL-2 was measured in the supernatant of Jurkat cells and at the mRNA level. Results show that alone, HC, Mars gravity and microgravity significantly decrease IL-2 presence in the supernatant. 1 Gy carbon ion irradiation showed a smaller impact on IL-2 levels than photon irradiation. Combining exposure to different simulated space stressors seems to have less immunosuppressive effects. Gene expression was less impacted at the time-point collected. These findings showcase a complex T cell response to different conditions and suggest the importance of elevated cortisol levels in the context of space flight, also highlighting the need to use simulated partial gravity technologies to better understand the immune system's response to the space environment. [ABSTRACT FROM AUTHOR]
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- 2023
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5. The Effects of Combined Exposure to Simulated Microgravity, Ionizing Radiation, and Cortisol on the In Vitro Wound Healing Process.
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Radstake, Wilhelmina E., Gautam, Kiran, Miranda, Silvana, Vermeesen, Randy, Tabury, Kevin, Rehnberg, Emil, Buset, Jasmine, Janssen, Ann, Leysen, Liselotte, Neefs, Mieke, Verslegers, Mieke, Claesen, Jürgen, van Goethem, Marc-Jan, Weber, Uli, Fournier, Claudia, Parisi, Alessio, Brandenburg, Sytze, Durante, Marco, Baselet, Bjorn, and Baatout, Sarah
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REDUCED gravity environments ,IONIZING radiation ,WOUND healing ,HUMAN space flight ,HEALING ,HYDROCORTISONE ,IRON ions - Abstract
Human spaceflight is associated with several health-related issues as a result of long-term exposure to microgravity, ionizing radiation, and higher levels of psychological stress. Frequent reported skin problems in space include rashes, itches, and a delayed wound healing. Access to space is restricted by financial and logistical issues; as a consequence, experimental sample sizes are often small, which limits the generalization of the results. Earth-based simulation models can be used to investigate cellular responses as a result of exposure to certain spaceflight stressors. Here, we describe the development of an in vitro model of the simulated spaceflight environment, which we used to investigate the combined effect of simulated microgravity using the random positioning machine (RPM), ionizing radiation, and stress hormones on the wound-healing capacity of human dermal fibroblasts. Fibroblasts were exposed to cortisol, after which they were irradiated with different radiation qualities (including X-rays, protons, carbon ions, and iron ions) followed by exposure to simulated microgravity using a random positioning machine (RPM). Data related to the inflammatory, proliferation, and remodeling phase of wound healing has been collected. Results show that spaceflight stressors can interfere with the wound healing process at any phase. Moreover, several interactions between the different spaceflight stressors were found. This highlights the complexity that needs to be taken into account when studying the effect of spaceflight stressors on certain biological processes and for the aim of countermeasures development. [ABSTRACT FROM AUTHOR]
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- 2023
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6. Modeling the radiation-induced cell death in a therapeutic proton beam using thermoluminescent detectors and radiation transport simulations.
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Parisi, Alessio, Olko, Pawel, Swakoń, Jan, Horwacik, Tomasz, Jabłoński, Hubert, Malinowski, Leszek, Nowak, Tomasz, Struelens, Lara, and Vanhavere, Filip
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MONTE Carlo method , *NUCLEAR counters , *PROTON therapy , *IONIZING radiation , *CELL death , *PROTON beams , *SALIVARY glands - Abstract
Changes in the relative biological effectiveness (RBE) of the radiation-induced cell killing of human salivary glands (HSG) were assessed along the Bragg peak of a 60 MeV clinical proton beam by means of coupling biophysical models with the results of Monte Carlo radiation transport simulations and experimental measurements with luminescent detectors. The fluence- and dose-mean unrestricted proton LET were determined along the Bragg peak using a recently developed methodology based on the combination of the response of 7LiF:Mg,Ti (MTS-7) and 7LiF:Mg,Cu,P (MCP-7) thermoluminescent detectors. The experimentally assessed LET values were compared with the results of radiation transport simulations using the Monte Carlo code PHITS, showing a good agreement. The cell survival probabilities and RBE were then calculated using the linear-quadratic model with the linear term derived using a phenomenological LET-based model (Carabe A et al 2012 Phys. Med. Biol. 57 1159) in combination with the experimentally-assessed or PHITS-simulated dose mean proton LET values. To the same aim, PHITS simulated microdosimetric spectra were used as input to the modified microdosimetric kinetic model (modified MKM, (Kase et al 2006 Radiat. Res. 166 629–38)). The RBE values calculated with the three aforementioned approaches were compared and found to be in very good agreement between each other, proving that by using dedicated pairs of thermoluminescent detectors it is possible to determine ionization density quantities of therapeutic proton beams which can be applied to predict the local value of the RBE. [ABSTRACT FROM AUTHOR]
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- 2020
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7. Uncertainty budget assessment for the calibration of a silicon microdosimeter using the proton edge technique.
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Parisi, Alessio, Boogers, Eric, Struelens, Lara, and Vanhavere, Filip
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MONTE Carlo method , *DOSIMETERS , *PHOTON beams , *CALIBRATION , *PULSE generators , *PROTONS , *ENERGY consumption , *IONIZING radiation , *UNCERTAINTY - Abstract
The MicroPlus Bridge V2 silicon microdosimeter was exposed to collimated protons in a clinical radiotherapy beam, a mixed photon–neutron radiation field from a sealed 252Cf source and γ -rays from a 137Cs source in order to investigate the accuracy and the uncertainty budget associated with the calibration of this detector by means of the proton-edge technique. At first, the energy values associated with the proton- and electron-edges were assessed for the detector under study by performing radiation transport simulations using the Monte Carlo code PHITS. After calibrating the detector in pulse amplitude using a pulse generator and in energy imparted using the PHITS-determined proton-edge, the accuracy of the calibration was tested by comparing the position of the electron-edge in the experimental microdosimetric spectra with the theoretical value obtained using PHITS. A study on the determination of which marker point (inflection point, maximum of the second derivative, intercept of the tangent through the inflection point) is the most accurate and least affected by the arbitrary choice of the fitting range is included in the article, proving that the detector can be successfully calibrated using the proton-edge technique with a combined uncertainty of 4%. [ABSTRACT FROM AUTHOR]
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- 2020
- Full Text
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