Current Organizations / Institutes

The organizations/institutes from the scholar's latest article

Previous Organizations / Institutes

The organizations / institutes from the scholar's other articles in the past ten years


Leyla Moghaddasi has a total of 27 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    A component-wise commissioning and validation framework for non-transit electronic portal imaging device patient-specific quality assurance

    by Leyla Moghaddasi, Mario Perez, Maegan Stewart, Natasha Gabay, Stephanie Roderick, Regina Bromley, Ryan Brown, Jeremy Booth

  • Open Access

    Establishing an AAPM TG-307-Aligned Framework for Commissioning of Non-Transit EPID-based Patient-Specific Quality Assurance

    by Leyla Moghaddasi, Ryan Brown, Natasha Gabay, Stephanie Roderick, Regina Bromley, Mario Perez, Maegan Stewart, Jeremy Booth

    Background and PurposeAAPM TG-307 recommends structured validation of electronic portal imaging device (EPID)-based patient-specific quality assurance (PSQA), including independent verification of measured and calculated dose components. This study established and validated a TG-307–aligned commissioning and benchmarking framework for a non-transit EPID-based pre-treatment PSQA system.MethodsFraction Zero Absolute Dose (FZAD) was commissioned on two Varian TrueBeam linacs equipped with aS1000 and aS1200 EPIDs across 6X, 10X, 6FFF and 10FFF energies and two multi-leaf-collimator models. EPID performance was characterised with emphasis on saturation and dose-rate dependence. Independent validation of measured and predicted planar dose components was performed using ion chamber measurements, phantom-based planar, and treatment planning system dose planes in a phantom geometry replicating the EPID configuration. System performance was benchmarked against Portal Dosimetry (PDIP) and phantom-based QA across >800 clinical fields. Error-detection sensitivity was evaluated using receiver operating characteristic (ROC) analysis of externally supplied audit plans.ResultsThe aS1200 panel was linear across all tested dose-rate and source-to-imager distance conditions, whereas the aS1000 required ≥150 cm SID for FFF beams. Independent component validation achieved mean gamma pass rates ≥97% (3%/2 mm). Bland–Altman analysis showed small differences relative to PDIP within narrow 95% limits of agreement. Sensitivity testing demonstrated strong discrimination at 2%/2 mm (area under the ROC curve of 0.886) with improved detection compared to phantom-based QA under stringent specificity constraints.ConclusionA TG-307–aligned framework enables robust, component-level interpretability and actionable insight for tolerance definition and modelling optimisation of EPID-based PSQA implementation.

  • Depth matters: ion recombination variations and EPOM assumptions in high energy photon beam dosimetry

    by Leyla Moghaddasi, Regina Bromley, Robert Finnegan, Natasha Gabay, Jeremy Booth

    To evaluate the dosimetric impact of depth-dependent ion recombination and empirical effective point of measurement (EPOM) positioning in megavoltage photon beams, with particular focus on flattening filter-free (FFF) beams. Ion recombination correction factors (\(k_s\)) were characterised as a function of depth and field size for three ionisation chambers (Roos, SNC125, CC13) using the two-voltage method under reference conditions (SSD 100 cm and 10 cm field size) and for additional MLC-defined 5 cm and 2 cm square field sizes, on a point-by-point basis across multiple beam energies. Empirical EPOMs were derived by aligning percentage depth ionisation (PDI) curves to a reference plane-parallel chamber. The dosimetric consequences of using generic \(k_s\) and EPOM assumptions were assessed, and scan-derived \(k_s\) values were validated against point dose measurements. A marked depth dependence in \(k_s\) was observed for all chambers, most notably in FFF beams. The CC13 exhibited the greatest depth-related variation, resulting in recombination-related PDD deviations of up to 1.3% at extended depths. Empirically determined EPOMs were consistently smaller than the conventional 0.6\(\times r_{cyl}\) shift, with normalised values of 0.42 and 0.38 for SNC125 and CC13, respectively. Using the conventional shift would introduce a residual dose deviation of approximately − 0.5%. The combined influence of uncorrected ion recombination and the generic EPOM produced a PDD bias of 0.8% at 10 cm depth for the 10 FFF beam, which is relevant both for reference dosimetry and for depth-sensitive treatment sites. This study demonstrates that empirical, chamber-specific EPOM and \(k_s\) correction factors improve dosimetric accuracy and PDD measurements, and consequently, reference dosimetry and TPS beam modelling for which PDD10 cm is a key parameter. With the increasing adoption of FFF beams, reliance on generic assumptions for \(k_s\) and EPOM introduces clinically relevant systematic deviations, approaching 1.0% at the calibration depth and becoming larger at greater depths. These corrections should be considered an essential component of linac and chamber commissioning to ensure robust reference dosimetry and accurate beam modelling. Given their measurable impact, such practices warrant inclusion in ACPSEM guidelines, in alignment with emerging best-practice frameworks and the evolving precision requirements of modern radiotherapy.

  • Open Access

    Holistic Validation of the SNC Fraction Zero Absolute Dose (FZAD) System: Independent Verification, Detector Characterisation, and Sensitivity Testing

    by Leyla Moghaddasi, Ryan Brown, Natasha Gabay, Regina Bromley, Stephanie Roderick, Mario Perez, Maegan Stewart, Jeremy Booth

    Background and PurposeAAPM-TG-307 established standardised guidelines for EPID-based patient-specific quality assurance (PSQA), including independent verification of measured and calculated dose components. This study aimed to validate Fraction Zero Absolute Dose (FZAD) within a structured commissioning and benchmarking framework aligned with TG-307.MethodsFZAD was commissioned on two Varian TrueBeam linacs equipped with aS1000 and aS1200 EPIDs for 6X, 10X, 6FFF, and 10FFF beams. EPID performance was characterised with emphasis on saturation and dose-rate dependence. Independent verification of measured (MFZAD) and calculated (DFZAD) planar doses was performed using ion-chamber point measurements, MapCHECK3 planar measurements, and TPS-calculated dose planes. End-to-end validation was conducted on >800 clinical fields and benchmarked against Portal Dosimetry and phantom-based QA. Sensitivity to delivery errors was assessed using externally supplied audit plans.ResultsThe aS1200 panel remained linear across all tested dose-rate and SID combinations, whereas the aS1000 required ≥150 cm SID for FFF beams. Dose-rate dependence was ≤0.5% for both panels. Independent planar verification demonstrated mean gamma pass rates ≥97% under 3%/2mm criteria for both components. End-to-end testing showed consistent trend-based agreement between FZAD and Portal Dosimetry across all energies, particularly for the aS1200 panel. No false-negative outcomes were observed, and the false-positive rate was <3%. Both EPID-based and phantom-based systems detected induced delivery errors, with EPID-based methods more frequently flagging suboptimal plans.ConclusionFZAD performs consistently as an EPID-based pre-treatment PSQA system when commissioned using a component-level framework aligned with TG-307. Independent verification provided insight into system behaviour and informs future optimisation of dose-calculation models.

  • Open Access

    Targeted Alpha Therapy for Glioblastoma: Review on In Vitro, In Vivo and Clinical Trials

    by Maram El Sabri, Leyla Moghaddasi, Puthenparampil Wilson, Frank Saran, Eva Bezak

    Glioblastoma (GB), a prevalent and highly malignant primary brain tumour with a very high mortality rate due to its resistance to conventional therapies and invasive nature, resulting in 5-year survival rates of only 4–17%. Despite recent advancements in cancer management, the survival rates for GB patients have not significantly improved over the last 10–20 years. Consequently, there exists a critical unmet need for innovative therapies. One promising approach for GB is Targeted Alpha Therapy (TAT), which aims to selectively deliver potentially therapeutic radiation doses to malignant cells and the tumour microenvironment while minimising radiation exposure to surrounding normal tissue with or without conventional external beam radiation. This approach has shown promise in both pre-clinical and clinical settings. A review was conducted following PRISMA 2020 guidelines across Medline, SCOPUS, and Embase, identifying 34 relevant studies out of 526 initially found. In pre-clinical studies, TAT demonstrated high binding specificity to targeted GB cells, with affinity rates between 60.0% and 84.2%, and minimal binding to non-targeted cells (4.0–5.6%). This specificity significantly enhanced cytotoxic effects and improved biodistribution when delivered intratumorally. Mice treated with TAT showed markedly higher median survival rates compared to control groups. In clinical trials, TAT applied to recurrent GB (rGB) displayed varying success rates in extending overall survival (OS) and progression-free survival. Particularly effective when integrated into treatment regimens for both newly diagnosed and recurrent cases, TAT increased the median OS by 16.1% in newly diagnosed GB and by 36.4% in rGB, compared to current standard therapies. Furthermore, it was generally well tolerated with minimal adverse effects. These findings underscore the potential of TAT as a viable therapeutic option in the management of GB.


  • Open Access

    An Integrated Monte Carlo Model for Heterogeneous Glioblastoma Treated with Boron Neutron Capture Therapy

    by Leyla Moghaddasi, Eva Bezak

    Background: Glioblastomas (GBMs) are notorious for their aggressive features, e.g., intrinsic radioresistance, extensive heterogeneity, hypoxia, and highly infiltrative behaviours. The prognosis has remained poor despite recent advances in systemic and modern X-ray radiotherapy. Boron neutron capture therapy (BNCT) represents an alternative radiotherapy technique for GBM. Previously, a Geant4 BNCT modelling framework was developed for a simplified model of GBM. Purpose: The current work expands on the previous model by applying a more realistic in silico GBM model with heterogeneous radiosensitivity and anisotropic microscopic extensions (ME). Methods: Each cell within the GBM model was assigned an α/β value associated with different GBM cell lines and a 10B concentration. Dosimetry matrices corresponding to various MEs were calculated and combined to evaluate cell survival fractions (SF) using clinical target volume (CTV) margins of 2.0 & 2.5 cm. SFs for the BNCT simulation were compared with external X-ray radiotherapy (EBRT) SFs. Results: The SFs within the beam region decreased by more than two times compared to EBRT. It was demonstrated that BNCT results in markedly reduced SFs for both CTV margins compared to EBRT. However, the SF reduction as a result of the CTV margin extension using BNCT was significantly lower than using X-ray EBRT for one MEP distribution, while it remained similar for the other two MEP models. Conclusions: Although the efficiency of BNCT in terms of cell kill is superior to EBRT, the extension of the CTV margin by 0.5 cm may not increase the BNCT treatment outcome significantly.


  • Open Access

    Cannot Target What Cannot Be Seen: Molecular Imaging of Cancer Stem Cells

    by Loredana G. Marcu, Leyla Moghaddasi, Eva Bezak

    Cancer stem cells are known to play a key role in tumour development, proliferation, and metastases. Their unique properties confer resistance to therapy, often leading to treatment failure. It is believed that research into the identification, targeting, and eradication of these cells can revolutionise oncological treatment. Based on the principle that what cannot be seen, cannot be targeted, a primary step in cancer management is the identification of these cells. The current review aims to encompass the state-of-the-art functional imaging techniques that enable the identification of cancer stem cells via various pathways and mechanisms. The paper presents in vivo molecular techniques that are currently available or await clinical implementation. Challenges and future prospects are highlighted to open new research avenues in cancer stem cell imaging.


  • Open Access

    Radiobiological and Treatment-Related Aspects of Spatially Fractionated Radiotherapy

    by Leyla Moghaddasi, Paul Reid, Eva Bezak, Loredana G. Marcu

    The continuously evolving field of radiotherapy aims to devise and implement techniques that allow for greater tumour control and better sparing of critical organs. Investigations into the complexity of tumour radiobiology confirmed the high heterogeneity of tumours as being responsible for the often poor treatment outcome. Hypoxic subvolumes, a subpopulation of cancer stem cells, as well as the inherent or acquired radioresistance define tumour aggressiveness and metastatic potential, which remain a therapeutic challenge. Non-conventional irradiation techniques, such as spatially fractionated radiotherapy, have been developed to tackle some of these challenges and to offer a high therapeutic index when treating radioresistant tumours. The goal of this article was to highlight the current knowledge on the molecular and radiobiological mechanisms behind spatially fractionated radiotherapy and to present the up-to-date preclinical and clinical evidence towards the therapeutic potential of this technique involving both photon and proton beams.


  • Characteristic differences in radiation‐inducedDNAdamage response in human papillomavirus‐negative and human papillomavirus‐positive head and neck cancers with accumulation of fractional radiation dose

    by Paul Reid, Alexander H. Staudacher, Loredana G. Marcu, Ian Olver, Leyla Moghaddasi, Michael P. Brown, Eva Bezak

    Background Superior treatment responses by patients with human papillomavirus (HPV) positive head and neck squamous cell carcinoma (HNSCC), compared to patients with HNSCC from other causes, drive biomarker research to optimize treatment. Most HNSCC patients receive radiation therapy delivered as a fractionated course. Changing HPV status in HNSCC from a positive prognostic marker to a predictive one requires biomarkers that capture cellular radiation response to cumulative dose. Methods Nuclear enlargement, γH2AX expression and micronuclei count, were studied in six HNSCC cell lines after 4 Gy fractionated X-irradiation. Results All HNSCC cell lines displayed altered cellular responses, indicating increasing inability to repair radiation damage with subsequent radiation fractions. Increases in nuclear area were significantly greater among HPV positive cell lines (207% and 67% for the HPV positive and HPV negative groups, respectively). Conclusions A different character of DNA repair dysfunction in the HPV positive group suggests greater chromosomal translocation with accumulated radiation dose.