Marzena Rydygier

Dr. Marzena Rydygier

orcid

Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
1 October 2021 in Radiotherapy and Oncology
Verified
Journal Article
Open access
MGMagdalena Garbacz
Magdalena Garbacz
FCFrancesco Giuseppe Cordoni
Francesco Giuseppe Cordoni
Marco DuranteMarco Durante
Marco Durante
JGJan Gajewski
Jan Gajewski
KKKamil Kisielewicz
Kamil Kisielewicz
ARAntoni Rucinski
Antoni Rucinski
We investigated the relationship between RBE-weighted dose (DRBE) calculated with constant (cRBE) and variable RBE (vRBE), dose-averaged linear energy transfer (LETd) and the risk of radiographic changes in skull base patients treated with protons. Clinical treatment plans of 45 patients were recalculated with Monte Carlo tool FRED. Radiographic changes (i.e. edema and/or necrosis) were identified by MRI. Dosimetric parameters for cRBE and vRBE were computed. Biological margin extension and voxel-based analysis were employed looking for association of DRBE(vRBE) and LETd with brain edema and/or necrosis. When using vRBE, Dmax in the brain was above the highest dose limits for 38% of patients, while such limit was never exceeded assuming cRBE. Similar values of Dmax were observed in necrotic regions, brain and temporal lobes. Most of the brain necrosis was in proximity to the PTV. The voxel-based analysis did not show evidence of an association with high LETd values. When looking at standard dosimetric parameters, the higher dose associated with vRBE seems to be responsible for an enhanced risk of radiographic changes. However, as revealed by a voxel-based analysis, the large inter-patient variability hinders the identification of a clear effect for high LETd.

10 May 2016 in Medical Physics
Verified
Journal Article
Closed access
VTVicki Trier Taasti
Vicki Trier Taasti
EHEllen Marie Høye
Ellen Marie Høye
DHDavid Christoffer Hansen
David Christoffer Hansen
LMLudvig Paul Muren
Ludvig Paul Muren
JTJesper Thygesen
Jesper Thygesen
JPJørgen Breede Baltzer Petersen
Jørgen Breede Baltzer Petersen

17 January 2018 in Radiation Protection Dosimetry
Verified
Journal Article
Closed access
MRMarzena Rydygier
Marzena Rydygier
MJMarcin Jastrząb
Marcin Jastrząb
DKDawid Krzempek
Dawid Krzempek
TNTomasz Nowak
Tomasz Nowak
LGLeszek Grzanka
Leszek Grzanka
LSLiliana Stolarczyk
Liliana Stolarczyk
Proton radiotherapy requires precise knowledge of the volumetric dose distribution. In proton beam delivery systems, based on narrow pencil beams, a contribution from small doses in low-intensity regions, consisting mainly of scattered protons, may have not negligible influence on total dose delivered to patient. Insufficient information about dose profile can cause underestimation of dose and potential delivery of inflated dose during hadrontherapy treatment. Presented work aims to verify applicability of diamond detectors, produced by Chemical Vapor Deposition method, for therapeutic proton beam profilometry at large fields. This requires the capability of measuring the core of the beam intensity profile (wide dynamic range) as well as its lateral spread (very high sensitivity) with a single device.

29 April 2025 in Physics in Medicine & Biology
Verified
Journal Article
Open access
PSPaulina Stasica-Dudek
Paulina Stasica-Dudek
CGCarlos Granja
Carlos Granja
RKRenata Kopec
Renata Kopec
DKDawid Krzempek
Dawid Krzempek
COCristina Oancea
Cristina Oancea
JGJan Gajewski
Jan Gajewski
Objective. Given the increased interest in incorporating linear energy transfer (LET) as an optimization parameter in intensity-modulated proton therapy (IMPT), a solution for experimental validation of simulations and patient-specific quality assurance (PSQA) in terms of proton LET is needed. Here, we present the methodology and results of LET spectra measurements for spread-out Bragg peak (SOBP) and IMPT plans using a miniaturized pixel detector Timepix3. Approach. We used a MiniPIX Timepix3 detector that provides single-particle tracking, type-resolving power, and spectral information while allowing measurement in quasi-continuous mode. We performed measurements for SOBP and IMPT plans in homogeneous RW3 and heterogeneous CIRS head phantoms with reduced beam current. An artificial intelligence-based model was applied for proton identification and a GPU-accelerated FRED Monte Carlo (MC) code was applied for corresponding MC simulations. Main results. We compared the deposited energy and LET spectra obtained in mixed radiation fields from measurements and MC simulations. The peak positions of deposited energy and LET spectra for the SOBP and IMPT plans agree within the error bars. Discrepancies exceeding the error bars are only visible in the logarithmic scale in high-energy deposition and high-LET tails of the distributions. The mean relative difference of dose-averaged LET values between measurements and MC simulations for individual energy layers is about 5.1%. Significance. This study presents a methodology for assessing radiation quality in proton therapy through energy deposition and LET spectra measurements in uniform and clinical IMPT fields. Findings show an agreement between experimental data and MC simulations, validating our approach. The presented results demonstrate the feasibility of a commercially available Timepix3 detector to validate LET computations in IMPT fields and perform PSQA in terms of LET. This will support the implementation of LET in treatment planning, which will ultimately increase the effectiveness of the treatment.

1 September 2015 in Nukleonika
Verified
Journal Article
Open access
PDF file
MRMarzena Rydygier
Marzena Rydygier
GMGabriela Mierzwińska
Gabriela Mierzwińska
ACAnna Czaderna
Anna Czaderna
JSJan Swakoń
Jan Swakoń
MWMichael Waligórski
Michael Waligórski
A Proton Beam Imaging System (ProBImS) is under development at the Institute of Nuclear Physics, Polish Academy of Sciences (IFJ PAN). The ProBImS will be used to optimize beam delivery at IFJ PAN proton therapy facilities, delivering two-dimensional distributions of beam profiles. The system consists of a scintillator, optical tract and a sensitive CCD camera which digitally records the light emitted from the proton-irradiated scintillator. The optical system, imaging data transfer and control software have already been developed. Here, we report preliminary results of an evaluation of the DuPont Hi-speed thick back screen EJ 000128 scintillator to determine its applicability in our imaging system. In order to optimize the light conversion with respect to the dose locally deposited by the proton beam in the scintillation detector, we have studied the response of the DuPont scintillator in terms of linearity of dose response, uniformity of light emission and decay rate of background light after deposition of a high dose in the scintillator. We found a linear dependence of scintillator light output vs. beam intensity by showing the intensity of the recorded images to be proportional to the dose deposited in the scintillator volume.

17 January 2025 in Physica Medica
Verified
Journal Article
Open access
PSPaulina Stasica-Dudek
Paulina Stasica-Dudek
COCristina Oancea
Cristina Oancea
CGCarlos Granja
Carlos Granja
KGKonrad Guguła
Konrad Guguła
JJJan Jakubek
Jan Jakubek
JGJan Gajewski
Jan Gajewski
With the increasing use of proton therapy, there is a growing emphasis on including radiation quality, often quantified by linear energy transfer, as a treatment plan optimization factor. The Timepix detectors offer energy-sensitive particle tracking useful for the characterization of proton linear energy transfer. To improve the detector's performance in mixed radiation fields produced in proton therapy, we customized the detector settings and performed the per-pixel energy calibration. The detection threshold and per-pixel signal shaping time (IKrum current) were customized, and energy calibration was performed for MiniPIX Timepix3. The detector calibration was verified using α source and clinical proton beams, as well as Monte Carlo simulations. The effects on the detector's performance, in terms of spectral saturation and pixel occupancy, were evaluated. Measurements with proton beams showed a good agreement with simulations. With the customized settings, the measurable energy range in the detector data-driven mode was extended, and the signal duration time was reduced by 80%, while the yield of pixel time occupancy reduction depends on the number of occupied pixels. For performed measurements with proton beams, the number of occupied pixels was further reduced up to 40% due to the increased threshold. Customized detector configuration of the Timepix3 detector allowed for reduced pixel occupancy and mitigation of signal saturation in a data-driven mode without significantly interfering with the energy deposition measurement. The presented approach enables the extension of the operational range, including higher intensities and mixed-radiation fields in particle radiotherapy environments.