Journal Description
Radiation
Radiation
is an international, peer-reviewed, open access journal on scientific advances and applications of radiotherapy, immunotherapy, radiology and radiation technologies across multiple fields, published quarterly online by MDPI.
- Open Access— free for readers, with article processing charges (APC) paid by authors or their institutions.
- High Visibility: indexed within Scopus and other databases.
- Rapid Publication: manuscripts are peer-reviewed and a first decision is provided to authors approximately 23 days after submission; acceptance to publication is undertaken in 3.8 days (median values for papers published in this journal in the second half of 2025).
- Recognition of Reviewers: APC discount vouchers, optional signed peer review, and reviewer names published annually in the journal.
- Radiation is a companion journal of Cancers.
Latest Articles
A Facile and High-Throughput Immobilization Method for Fractionated Radiotherapy of Unanesthetized Mice Bearing Subcutaneous Tumors Using a 6 MV LINAC Clinical Facility
Radiation 2026, 6(1), 6; https://doi.org/10.3390/radiation6010006 - 4 Feb 2026
Abstract
Anesthesia is the gold standard for immobilization of tumor-bearing mice before radiotherapy which potentially induces stress and distorts disease progression. Irradiation of preclinical cancer models with clinical MV linear accelerator (LINAC) beams can benefit the translation of new strategies in radiation oncology. However,
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Anesthesia is the gold standard for immobilization of tumor-bearing mice before radiotherapy which potentially induces stress and distorts disease progression. Irradiation of preclinical cancer models with clinical MV linear accelerator (LINAC) beams can benefit the translation of new strategies in radiation oncology. However, logistical constraints prohibit widespread use of clinical facilities. Currently, there is no detailed protocol on how to safely introduce mice to a clinical environment to be intervened on using hospital equipment. Here, a facile and high-throughput handling method is described that eliminates anesthesia and enables fractionated radiotherapy of multiple mice simultaneously for high-throughput studies. Subcutaneous breast tumor-bearing BALB/c mice were restrained in plastic restraint cones within a containment tray and received four fractions of 4 Gy X-rays from a 6 MV LINAC source over two weeks (two fractions/week). Both short- and long-term follow-up revealed no identifiable health issues or complications associated with the restraint procedure or radiation exposure in terms of body weight loss, skin burns or body condition scores. This method not only benefits animal welfare but also data quality by reducing stress/discomfort levels and confounding effects of anesthetics. It can be applied to a broader range of studies where mice need to be immobilized before intervention.
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(This article belongs to the Section Radiation and Its Application in Oncology and Radiation Protection)
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Open AccessArticle
Posterior Skin Dose Considerations for Rectal Cancer Treatment with Volumetric Modulated Arc Therapy in the Supine Orientation
by
Anthony Kim and Aliaksandr Karotki
Radiation 2026, 6(1), 5; https://doi.org/10.3390/radiation6010005 - 3 Feb 2026
Abstract
Background: One method for the radiation therapy of rectal cancer is to set patients supine and treat them with volumetric modulated arc therapy (VMAT). The posterior skin dose is of concern due to undesirable bolusing from mounting surfaces the patient lays upon, namely
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Background: One method for the radiation therapy of rectal cancer is to set patients supine and treat them with volumetric modulated arc therapy (VMAT). The posterior skin dose is of concern due to undesirable bolusing from mounting surfaces the patient lays upon, namely the carbon fiber couch (CFC). The posterior skin dose may be mitigated by positioning the patient on top of a low-density material that separates the patient from the CFC. Purpose: Our objective was to determine the reduction in the posterior surface dose when a mattress or foam board is used to prop the patient away from the CFC. Materials and Methods: Three clinical rectal cancer patient VMAT plans were selected. A solid water phantom with optically stimulated luminescence dosimeters (OSLDs) placed at the posterior surface was mounted using three setups: directly on the CFC, with a mattress on the CFC, and with a 10 cm thick foam board on the CFC. The three VMAT plans were delivered to this phantom, with OSLDs measuring the posterior surface dose with each setup. In the treatment planning system (TPS), the CFC only, mattress, and foam board setups were simulated on the patient’s anatomy with posterior surface doses reported. Results: The OSLD measurements in the phantom showed that the mattress reduced the posterior surface dose on average by 1.3%, and the foam board reduced the dose by 8.3%. The TPS estimates demonstrated that, on average, the mattress reduced the surface dose by 15.8%, and the foam board reduced the dose by 33.0%. It is likely that the TPS had limitations accurately modeling the surface dose, so OSLD measurements were closer to clinical reality. Conclusions: The mattress does not reduce the posterior skin dose enough to warrant its use as a skin sparing device. The CFC produces a bolusing effect that can be reduced by separating the patient from the CFC with a 10 cm thick foam board.
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(This article belongs to the Section Radiation and Its Application in Oncology and Radiation Protection)
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Open AccessArticle
AI in Diagnostic Radiology: What Happens When Algorithms Are Updated
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Martine Rustøen Skregelid, Kasim Ibrahim-Pur, Flemming Skjøth, Malene Roland Vils Pedersen and Helle Precht
Radiation 2026, 6(1), 4; https://doi.org/10.3390/radiation6010004 - 26 Jan 2026
Abstract
Background: Interpretation of radiographs is prone to diagnostic errors. Artificial intelligence (AI) has shown promising results in fracture detection, although systematic evaluation of software updates remains limited. This study compares the diagnostic performance of two versions of an AI-based fracture detection software in
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Background: Interpretation of radiographs is prone to diagnostic errors. Artificial intelligence (AI) has shown promising results in fracture detection, although systematic evaluation of software updates remains limited. This study compares the diagnostic performance of two versions of an AI-based fracture detection software in hand and ankle radiographs and assesses the influence of AI output on diagnostic decisions. Methods: This retrospective diagnostic accuracy study included 193 hand and ankle examinations obtained during routine clinical practice at Lillebaelt Hospital, Denmark. Radiographs were analysed using two versions of the same AI software and compared with the diagnostic report as the reference standard. Diagnostic performance of both versions was assessed using diagnostic accuracy metrics. Exploratory subgroup analyses were conducted to further investigate the difference in performance. The influence of AI was evaluated by the proportion of reports revised after review of AI output. Results: The newest software version demonstrated higher diagnostic performance than the older one (accuracy 0.933 vs. 0.824; p < 0.001). Similar improvements were observed across patient subgroups. Excluding radiographs containing casts resulted in only minimal changes in performance (accuracy in version 2: 0.930 vs. 0.933). In 8 of 15 discordant cases, reporting radiographers revised the initial assessment upon reassessment. Conclusions: The newest version demonstrated higher overall diagnostic performance, indicating that software updates can enhance the accuracy of AI-assisted fracture detection. The proportion of revised assessments suggests that radiographers’ decisions may be influenced by AI output.
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(This article belongs to the Section Radiation in Medical Imaging)
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Open AccessArticle
Vector Divergence of Computed Tomography Measures Pulmonary Function Impairment in Patients with Chronic Obstructive Lung Disease
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Rami R. Abu-Aita, M. C. Schell and Kevin J. Parker
Radiation 2026, 6(1), 3; https://doi.org/10.3390/radiation6010003 - 22 Jan 2026
Abstract
Chronic obstructive pulmonary disease (COPD) is the third leading cause of death worldwide. Pulmonary function tests (PFTs) and quantitative indices (QIs) of computed tomography (CT) are typically used to diagnose COPD. The purpose of this work was to determine the correlation of the
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Chronic obstructive pulmonary disease (COPD) is the third leading cause of death worldwide. Pulmonary function tests (PFTs) and quantitative indices (QIs) of computed tomography (CT) are typically used to diagnose COPD. The purpose of this work was to determine the correlation of the vector divergence operator with PFTs and QIs in COPD patients and compare the divergence of normal lung function to that in COPD. Vector divergence is computed for 73 patients with four-dimensional CT scans retrospectively identified as normal (n = 37) and COPD (n = 36), which includes emphysema (n = 13). The divergence is the flux per unit volume at a point in a vector field and reflects the local lung tissue expansion when the data are taken during inspiration. The divergence measures are strongly correlated with both PFTs and QIs of COPD patients and therefore are a useful biomarker in analyzing regional lung function. In physical terms, the divergence shows that there is a significant difference in lung tissue expansion between normal subjects and patients with airflow obstruction as in emphysema and COPD. The divergence analysis also enables new images using color overlays to provide a functional measure (local expansion capability) to the anatomical CT image.
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(This article belongs to the Section Radiation in Medical Imaging)
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Open AccessArticle
In Vitro Perspective on Hypofractionated Radiotherapy in Breast Cancer
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Peter du Plessis, Pauline Busisiwe Nkosi, Shankari Nair and John Akudugu
Radiation 2026, 6(1), 2; https://doi.org/10.3390/radiation6010002 - 21 Jan 2026
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Breast cancer remains a major global health challenge, with treatment access further constrained during the COVID-19 pandemic, particularly in resource-limited settings. This study evaluates the in vitro effects of hypofractionated versus conventionally fractionated radiotherapy on three breast cell lines: MCF-7 (oestrogen receptor-positive, ER
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Breast cancer remains a major global health challenge, with treatment access further constrained during the COVID-19 pandemic, particularly in resource-limited settings. This study evaluates the in vitro effects of hypofractionated versus conventionally fractionated radiotherapy on three breast cell lines: MCF-7 (oestrogen receptor-positive, ER+/PR+), MDA-MB-231 (triple-negative: ER−/PR−/HER2−), and MCF-10A (non-tumorigenic mammary epithelial). Cells were exposed to cobalt-60 γ-rays, and radiobiological endpoints assessed included clonogenic survival, α/β ratios, adaptive responses, migration, invasion, and cytotoxicity through lactate dehydrogenase assays. The α/β ratios ranged from 2.5 to 5.4 Gy across breast cancer subtypes. Hypofractionation reduced survival in hormone receptor-positive cells, whereas triple-negative cells exhibited increased survival. Adaptive radiation responses enhanced viability across all cell lines, while non-cancerous MCF-10A cells demonstrated reduced migration following treatment. These findings suggest that hypofractionated radiotherapy may be beneficial in hormone receptor-positive breast cancer, while triple-negative disease may show a trend toward different responses, although this was not statistically significant (MDA-MB-231, p = 0.290). The results underscore the importance of tailoring fractionation strategies to breast cancer subtype and highlight the translational potential of preclinical radiobiology in guiding personalised radiation oncology approaches.
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Open AccessArticle
Evaluation of Scatter Correction Methods in SPECT Images: A Phantom-Based Study of TEW and ESSE Methods
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Ryutaro Mori, Koichi Okuda, Tomoya Okamoto, Yoshihisa Niioka, Kazuya Tsushima, Masakatsu Tsurugaya, Shota Hosokawa and Yasuyuki Takahashi
Radiation 2026, 6(1), 1; https://doi.org/10.3390/radiation6010001 - 7 Jan 2026
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We compared scatter correction (SC) in single-photon emission computed tomography (SPECT) images using effective scatter source estimation (ESSE) and the triple-energy window (TEW) method. We acquired 99mTc and 123I images of brain, myocardial, and performance phantoms containing rods with different
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We compared scatter correction (SC) in single-photon emission computed tomography (SPECT) images using effective scatter source estimation (ESSE) and the triple-energy window (TEW) method. We acquired 99mTc and 123I images of brain, myocardial, and performance phantoms containing rods with different diameters. We assessed contrast ratios (CRs) and ROI-based noise metrics (coefficient of variation, signal-to-noise ratio, and contrast-to-noise ratio [CNR] ). Under 99mTc, ESSE yielded higher CRs than TEW across all phantoms (mean difference 0.04, range 0.01–0.05) and produced the highest CNR in the myocardial phantom, improving the conspicuousness of the simulated defect. Under 123I, CR differences between ESSE and TEW were small and inconsistent (performance phantom: −0.04 to 0.06; brain phantom: −0.01 to 0.00). A Monte Carlo simulation (point source in air) showed substantial photopeak window penetration for cardiac high-resolution collimators (40.0%) but low penetration for medium-energy general-purpose collimators (5.1%), supporting photopeak contamination as a contributor to the 123I findings and potentially attenuating the apparent advantage of model-based SC that does not explicitly account for penetration photons. These findings suggest that SC selection should consider the radionuclide and imaging target and that ESSE might be a reasonable option for 99mTc myocardial imaging under the settings examined.
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Open AccessArticle
Radionuclide-Dependent Stimulation of Antitumor Immunity in GD2-Targeted Radiopharmaceutical Therapy Combined with Immune Checkpoint Inhibitors
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Cynthia Lilieholm, Jen Zaborek, Ohyun Kwon, Adedamola O. Adeniyi, Caroline P. Kerr, Hansel Comas Rojas, Malick Bio Idrissou, Carolina A. Ferreira, Paul A. Clark, Won Jong Jin, Joseph J. Grudzinski, Amy K. Erbe, Eduardo Aluicio-Sarduy, Thines Kanagasundaram, Justin J. Wilson, Jonathan W. Engle, Reinier Hernandez, Bryan Bednarz, Zachary S. Morris and Jamey P. Weichert
Radiation 2025, 5(4), 39; https://doi.org/10.3390/radiation5040039 - 9 Dec 2025
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Radiopharmaceutical therapy (RPT) offers tumor-selective radiation delivery and represents a promising platform for combination with immune checkpoint inhibitors (ICIs). While prior studies suggest that RPT can stimulate antitumor immunity, synergy with ICIs may depend on radionuclide properties, absorbed dose, and radiation distribution within
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Radiopharmaceutical therapy (RPT) offers tumor-selective radiation delivery and represents a promising platform for combination with immune checkpoint inhibitors (ICIs). While prior studies suggest that RPT can stimulate antitumor immunity, synergy with ICIs may depend on radionuclide properties, absorbed dose, and radiation distribution within the tumor microenvironment. This study evaluated how radionuclide selection and dose influence immune stimulation and therapeutic efficacy of GD2-targeted antibody-based RPT combined with ICIs. Dinutuximab, an anti-GD2 monoclonal antibody, was radiolabeled with β−-emitters (90Y, 177Lu) or an α-emitter (225Ac). C57Bl6 mice bearing GD2+ tumors received 4 or 15 Gy tumor-absorbed doses, determined by individualized dosimetry, with or without dual ICIs (anti-CTLA-4 and anti-PD-L1). In vivo imaging, ex vivo biodistribution, survival, histological, and gene expression analyses were performed to assess therapeutic and immunological outcomes. All radiolabeled constructs demonstrated preferential uptake in GD2+ tumors. Combination therapy improved survival in a radionuclide- and dose-dependent manner, with the greatest benefit in the 225Ac + ICI group at 15 Gy. Treatment activated type I interferon signaling and increased MHC-I and PD-L1 expression. Notably, 90Y reduced regulatory T cells, enhancing CD8+/Treg ratios, while 225Ac induced robust interferon-driven activation. Radionuclide selection and absorbed dose critically shape immune and therapeutic outcomes of antibody-based RPT combined with ICIs, underscoring the importance of delivery mechanism and dose optimization in combination therapy strategies.
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Open AccessArticle
Quality-of-Life Comparison of Three Different Breath-Hold Techniques for Left-Sided Breast Radiation
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Caroline Hircock, Adrian Wai Chan, Anh Hoang, Hanbo Chen, Merrylee McGuffin, Danny Vesprini, Liying Zhang, Matt Wronski and Irene Karam
Radiation 2025, 5(4), 38; https://doi.org/10.3390/radiation5040038 - 5 Dec 2025
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Purpose: This study aimed to compare QoL outcomes among patients undergoing active breathing control (ABC), voluntary deep inspiration breath hold (vDIBH), and surface-guided radiation therapy (SGRT). Methods: This was a non-randomized, three-arm clinical trial in which 55 patients were sequentially allocated to ABC
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Purpose: This study aimed to compare QoL outcomes among patients undergoing active breathing control (ABC), voluntary deep inspiration breath hold (vDIBH), and surface-guided radiation therapy (SGRT). Methods: This was a non-randomized, three-arm clinical trial in which 55 patients were sequentially allocated to ABC (n = 19), SGRT (n = 20), or vDIBH (n = 16). QoL was assessed using the European Organization for Research and Treatment of Cancer QoL questionnaire (EORTC QLQ-C30) at baseline, treatment completion, and 6–8 weeks post-treatment. Linear regression was used to compare changed scales in QoL domains across groups. A p-value of <0.05 was considered statistically significant. Results: Baseline QoL scores were high across all groups, with physical functioning being the highest-rated domain and global health status the lowest. Fatigue, pain, and insomnia were the most highly reported symptoms at all time points. At 6–8 weeks, social functioning improved significantly in SGRT compared to vDIBH (16.67 vs. −12.50, p = 0.0053). Patients in the vDIBH group reported significantly increased pain compared to ABC at 6–8 weeks (p = 0.0240). No other significant differences were observed in QoL changes between the groups. Conclusions: The three breath-hold techniques maintained overall QoL with no differences between the groups, except for pain between vDIBH and ABC and social functioning for vDIBH and SGRT both at 6–8 weeks of follow-up. Despite the limitations of this study, each breath-hold technique has demonstrated comparable impact on QoL in patients with left-sided breast cancer and each could be used as a viable option with respect to QoL.
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Open AccessArticle
Cost-Effectiveness Analysis of Radiotherapy Versus Prostatectomy in Prostate Imaging Reporting and Data System (PI-RADS) 5 Prostate Cancer Using Reconstructed Survival Data and Economic Modelling
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Jacopo Giuliani, Daniela Mangiola, Giuseppe Napoli, Maria Viviana Candela, Teodoro Sava and Francesco Fiorica
Radiation 2025, 5(4), 37; https://doi.org/10.3390/radiation5040037 - 4 Dec 2025
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Introduction. This study aims to conduct a cost-effectiveness analysis comparing two primary treatment approaches: radical prostatectomy versus radiotherapy plus androgen deprivation therapy (ADT) in patients with Prostate Imaging Reporting and Data System (PI-RADS) 5 lesions. Patients and Methods. Data were extracted from two
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Introduction. This study aims to conduct a cost-effectiveness analysis comparing two primary treatment approaches: radical prostatectomy versus radiotherapy plus androgen deprivation therapy (ADT) in patients with Prostate Imaging Reporting and Data System (PI-RADS) 5 lesions. Patients and Methods. Data were extracted from two published retrospective cohort studies. Using survival data from two retrospective studies, we reconstructed Kaplan–Meier curves, overlaid them for comparative metasurvival analysis, and developed a cost-function model to assess economic implications alongside clinical outcomes. The primary outcomes included biochemical recurrence-free survival (FFBF) at 2 and 5 years; the area under the survival curve; total cost per treatment strategy; and cost per recurrence-free patient at 5 years. Results. At 5 years, the estimated FFBF was 83% for radiotherapy vs. 28% for prostatectomy. Radiotherapy yielded an AUC of 80.7, while prostatectomy showed 41.9. Radiotherapy yielded a cost of 21,211 € per FFBF patient compared to 113,730 € for prostatectomy. Conclusion. Our study demonstrates that radiotherapy combined with ADT, when selected based on mpMRI stratification, may represent a cost-efficient alternative, pending prospective validation. To radical prostatectomy in patients with PI-RADS 5 prostate cancer, with a favourable cost–benefit profile.
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Open AccessCase Report
Unilateral to Bilateral Lumbosacral Plexopathy After Radiation Therapy: A Case Report
by
Ezek Mathew, Reyhan Meetheen, Anand Shivnani and Rob Dickerman
Radiation 2025, 5(4), 36; https://doi.org/10.3390/radiation5040036 - 28 Nov 2025
Cited by 1
Abstract
Radiation therapy (RT) has been one of the standard treatments for prostate cancer; however, its potential impact on nearby neural structures, such as the lumbosacral plexus (LSP), is often overlooked. The lack of contouring in treatment plans has led to unintended consequences. Radiation-induced
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Radiation therapy (RT) has been one of the standard treatments for prostate cancer; however, its potential impact on nearby neural structures, such as the lumbosacral plexus (LSP), is often overlooked. The lack of contouring in treatment plans has led to unintended consequences. Radiation-induced lumbosacral plexopathy (RILSP) is a rare but serious complication that presents with progressive lower extremity sensory changes and weakness, mimicking radiculopathy. We report the case of a 66-year-old male who developed bilateral lower extremity neurological deficits post-pelvic radiation for prostate cancer. Radiographically, no compressive lesions were found, and the Electromyography (EMG) revealed involvement of nerves inconsistent with radiculopathy. This led to the diagnosis of RILSP. This case highlights the importance of recognition of RILSP in contrast to radiculopathy in patients with unexplained neurological symptoms after pelvic RT. This highlights the importance of incorporating the LSP as an organ at risk while planning for RT and reviewing retrospectively the dosimetry. It also emphasizes the need for improved contouring of LSP in radiation planning to minimize adverse effects. This sentiment is reflected in the literature, along with the consensus that more research is needed to address the true rate of RILSP.
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(This article belongs to the Section Radiation and Its Application in Oncology and Radiation Protection)
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Open AccessArticle
Whole Transcriptome Analysis of the Mouse Placenta Following Radiation-Induced Growth Restriction
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Shayenthiran Sreetharan, Sujeenthar Tharmalingam, Cameron Hourtovenko, Felix Tubin, Christopher D. McTiernan, Christopher Thome, Neelam Khaper, Douglas R. Boreham, Simon J. Lees and T.C. Tai
Radiation 2025, 5(4), 35; https://doi.org/10.3390/radiation5040035 - 24 Nov 2025
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High doses of ionizing radiation during prenatal development can cause growth restriction, or a decrease in growth of the developing offspring. This outcome of intrauterine growth restriction (IUGR) can predispose the offspring to lifelong health outcomes, which is referred to as developmental programming.
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High doses of ionizing radiation during prenatal development can cause growth restriction, or a decrease in growth of the developing offspring. This outcome of intrauterine growth restriction (IUGR) can predispose the offspring to lifelong health outcomes, which is referred to as developmental programming. The role of the placenta in radiation-induced IUGR was investigated using a mouse model. Pregnant BALB/cAnNCrl mice were externally irradiated with 1.82 Gy x-ray irradiation on gestational day 14.5. Fetoplacental units were collected on gestational day 18.5, and growth restriction was observed in irradiated offspring. Whole placenta samples from growth restricted and sham-irradiated groups were analyzed via RNA-sequencing analysis. Differential gene expression (DEG) analysis revealed a total of 166 DEGs in the irradiated samples. Validation of these DEG findings were completed using RT-qPCR analysis. Gene ontology (GO) analysis of the DEGs supported the involvement of autoimmune response and dysregulation in retinol (vitamin A) metabolism in the placenta. Upstream prediction analysis identified a number of potential regulators responsible for the DEG profiles including Nppb, Myod1 and genes of the classic complement system (Complement C1q chains C1qa, C1qb, C1qc). Overall, these findings present an overview of the dysregulation in the mouse placenta following an acute, high-dose radiation exposure.
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Open AccessCase Report
Online Adaptive Radiotherapy for Left-Sided Breast Cancer with Comprehensive Regional Nodal Coverage Including the Internal Mammary Chain: Case Report and Narrative Review
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Damir Vučinić, Matea Lekić, Mihaela Mlinarić, Giovanni Ursi, Nikola Šegedin, Vanda Leipold, Domagoj Kosmina, Hrvoje Kaučić, Karla Schwarz and Dragan Schwarz
Radiation 2025, 5(4), 34; https://doi.org/10.3390/radiation5040034 - 20 Nov 2025
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Online adaptive radiotherapy mitigates errors in absorbed dose delivery due to daily anatomical changes during hypofractionated breast treatment, particularly when comprehensive nodal therapy includes the internal mammary chain. To illustrate this, we present a case of a 65-year-old woman with left-sided luminal B
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Online adaptive radiotherapy mitigates errors in absorbed dose delivery due to daily anatomical changes during hypofractionated breast treatment, particularly when comprehensive nodal therapy includes the internal mammary chain. To illustrate this, we present a case of a 65-year-old woman with left-sided luminal B invasive carcinoma, who underwent segmentectomy and level 1–2 dissection. Pathology revealed an 18 × 15 × 13 mm primary tumor with lymphovascular invasion, two of eleven axillary nodes positive, and intramammary metastasis, staged pT1cN1a. She received adjuvant docetaxel–cyclophosphamide followed by letrozole. Hypofractionated radiotherapy (40 Gy in 15 fractions) was administered in an inspiration breath-hold setting using a CBCT-guided online-adaptive platform. Adaptive planning improved V95% coverage over the planned treatment for all targets: on average, whole breast coverage increased from 88.4% to 96.3%, supraclavicular from 93.0% to 97.1%, axilla from 90.6% to 96.7%, and internal mammary from 91.8% to 95.9%. Organ-at-risk metrics remained within limits: the mean heart dose increased slightly (from an average of 0.12 Gy in scheduled to 0.15 Gy in adaptive plans). At the same time, the LAD D0.03 cm3 decreased, and the heart V4 Gy fell modestly (from 13.3% in the scheduled plan to 8.2% in the adaptive plan), reflecting low-dose redistribution without exceeding constraints. Lung and thyroid mean doses remained comparable. The patient tolerated treatment well, with no acute toxicity or local recurrence. This case highlights the importance of daily adaptation for complex left-sided radiation treatment involving internal mammary nodes, demonstrating target recovery without exceeding absorbed dose constraints and supporting future studies on control, toxicity, and quality of life.
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Open AccessArticle
Establishing an Electron FLASH Platform for Preclinical Research in Low-Resource Settings
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Banghao Zhou, Lixiang Guo, Weiguo Lu, Mahbubur Rahman, Rongxiao Zhang, Varghese Anto Chirayath, Yang Kyun Park, Strahinja Stojadinovic, Marvin Garza and Ken Kang-Hsin Wang
Radiation 2025, 5(4), 33; https://doi.org/10.3390/radiation5040033 - 11 Nov 2025
Abstract
Background: FLASH radiotherapy delivers ultra-high dose rates with normal tissue sparing, but mechanisms remain unclear. We present a streamlined workflow for establishing a LINAC-based electron FLASH (eFLASH) platform in low-resource settings without requiring vendor-proprietary hardware or software, or vendor-assisted modifications to broaden
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Background: FLASH radiotherapy delivers ultra-high dose rates with normal tissue sparing, but mechanisms remain unclear. We present a streamlined workflow for establishing a LINAC-based electron FLASH (eFLASH) platform in low-resource settings without requiring vendor-proprietary hardware or software, or vendor-assisted modifications to broaden accessibility for FLASH studies. Methods: A LINAC was converted to eFLASH with pulse control and monitoring. Automatic frequency control (AFC) was optimized to stabilize dose per pulse (DPP). Beam data were measured with EBT-XD films, and a Monte Carlo (MC) model was commissioned for in vivo dose calculation. We demonstrated in vivo dosimetry in planning studies of mouse whole-brain and rat spinal cord (C1–T2) irradiation. We further assessed the impact of AFC optimization on the FLASH spinal cord study. Results: AFC optimization stabilized DPP at ~0.6 Gy/pulse, reducing large fluctuations under the default setting. MC agreed with measurements within 2% for PDDs and profiles. MC planning showed uniform whole-brain irradiation with 6 MeV FLASH, while the spinal cord study exhibited up to 10% dose fall-off within 1 cm along the cord, suggesting potential dose-volume effects confounding FLASH sparing. Following AFC optimization, 50% of the C1–T2 cord reached >133 Gy/s, a 23% increase versus default. Conclusions: We demonstrated a cost-effective eFLASH platform and verified its accuracy for preclinical studies, expanding the accessibility of FLASH research.
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(This article belongs to the Section Radiation and Its Application in Oncology and Radiation Protection)
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Open AccessArticle
Positioning Fractal Dimension and Lacunarity in the IBSI Feature Space: Simulation With and Without Wavelets
by
Mostafa Zahed and Maryam Skafyan
Radiation 2025, 5(4), 32; https://doi.org/10.3390/radiation5040032 - 3 Nov 2025
Abstract
Fractal dimension (Frac) and lacunarity (Lac) are frequently proposed as biomarkers of multiscale image complexity, but their incremental value over standardized radiomics remains uncertain. We position both measures within the Image Biomarker Standardisation Initiative (IBSI) feature space by running a fully reproducible comparison
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Fractal dimension (Frac) and lacunarity (Lac) are frequently proposed as biomarkers of multiscale image complexity, but their incremental value over standardized radiomics remains uncertain. We position both measures within the Image Biomarker Standardisation Initiative (IBSI) feature space by running a fully reproducible comparison in two settings. In a baseline experiment, we analyze simulated textured ROIs discretized to , computing 92 IBSI descriptors together with Frac (box counting) and Lac (gliding box), for 94 features per ROI. In a wavelet-augmented experiment, we analyze ROIs and add level-1 wavelet descriptors by recomputing first-order and GLCM features in each sub-band (LL, LH, HL, and HH), contributing additional features and yielding 246 features per ROI. Feature similarity is summarized by a consensus score that averages z-scored absolute Pearson and Spearman correlations, distance correlation, maximal information coefficient, and cosine similarity, and is visualized with clustered heatmaps, dendrograms, sparse networks, PCA loadings, and UMAP and t-SNE embeddings. Across both settings a stable two-block organization emerges. Frac co-locates with contrast, difference, and short-run statistics that capture high-frequency variation; when wavelets are included, detail-band terms from LH, HL, and HH join this group. Lac co-locates with measures of large, coherent structure—GLSZM zone size, GLRLM long-run, and high-gray-level emphases—and with GLCM homogeneity and correlation; LL (approximation) wavelet features align with this block. Pairwise associations are modest in the baseline but become very strong with wavelets (for example, Frac versus GLCM difference entropy, which summarizes the randomness of gray-level differences, with ; and Lac versus GLCM inverse difference normalized (IDN), a homogeneity measure that weights small intensity differences more heavily, with ). The multimetric consensus and geometric embeddings consistently place Frac and Lac in overlapping yet separable neighborhoods, indicating related but non-duplicative information. Practically, Frac and Lac are most useful when multiscale heterogeneity is central and they add a measurable signal beyond strong IBSI baselines (with or without wavelets); otherwise, closely related variance can be absorbed by standard texture families.
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(This article belongs to the Section Radiation in Medical Imaging)
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Open AccessReview
Radiation Safety in Prostatic Artery Embolization: A Review of Current Evidence and Best Practices
by
Hyeon Yu
Radiation 2025, 5(4), 31; https://doi.org/10.3390/radiation5040031 - 16 Oct 2025
Abstract
Prostatic artery embolization (PAE) is increasingly used as a primary minimally invasive treatment modality for lower urinary tract symptoms associated with benign prostatic hyperplasia. As a complex, fluoroscopic-guided endovascular procedure, PAE necessitates a significant use of ionizing radiation, raising important safety considerations for
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Prostatic artery embolization (PAE) is increasingly used as a primary minimally invasive treatment modality for lower urinary tract symptoms associated with benign prostatic hyperplasia. As a complex, fluoroscopic-guided endovascular procedure, PAE necessitates a significant use of ionizing radiation, raising important safety considerations for both patients and medical personnel. The objective of this review is to first summarize the procedural and anatomic fundamentals of PAE, and then to provide a comprehensive overview of the current literature on radiation dosimetry, establish contemporary benchmarks for dose metrics, and present an evidence-based guide to practical dose optimization strategies. Through a thorough review of published clinical studies, this article synthesizes reported values for key radiation indices, including Dose Area Product (DAP), Cumulative Air Kerma (CAK), and Fluoroscopy Time (FT). Furthermore, we will critically examine factors influencing dose variability—including patient complexity, procedural technique, and imaging technology—and will provide a practical, clinically oriented guide to implementing dose-saving measures. Ultimately, this review concludes that while PAE involves a non-trivial radiation burden, a thorough understanding and application of optimization principles can ensure the procedure is performed safely, reinforcing its role as a valuable therapy for BPH.
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Open AccessArticle
Microfluidic Isolation of Aptamers for Intracellular Measurement of Radio-Responsive Proteins
by
Xin Meng, Leah Nemzow, Yaru Han, Kechun Wen, Sally A. Amundson, Helen C. Turner and Qiao Lin
Radiation 2025, 5(4), 30; https://doi.org/10.3390/radiation5040030 - 14 Oct 2025
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In large-scale radiological events, there is a need to triage affected individuals based on their biological absorbed dose. Biodosimetry measures biological responses in relation to the received dose. Radiation-responsive protein biomarkers in peripheral blood lymphocytes, especially intracellular proteins, have been validated for biodosimetry
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In large-scale radiological events, there is a need to triage affected individuals based on their biological absorbed dose. Biodosimetry measures biological responses in relation to the received dose. Radiation-responsive protein biomarkers in peripheral blood lymphocytes, especially intracellular proteins, have been validated for biodosimetry with immunochemical-based measurement methods. However, these antibody-based assays can suffer from stability and batch-to-batch variations. Aptamers are single-stranded oligonucleotide alternatives to antibodies that are stable and much smaller in size, making them ideal probes for intracellular targets. However, few aptamers have been developed against intracellular targets, and these efforts are especially hampered due to the time-consuming nature of the conventional aptamer selection method. An efficient method for isolating aptamers against intracellular radiation-responsive proteins is not available yet. Herein, we used a microfluidic aptamer isolation method to develop an aptamer against the intracellular radiation biomarker BAX in blood lymphocytes. The isolated aptamer has a dissociation constant of 6.95 nM against human BAX protein and a bright detail similarity score of 1.9 when colocalizing with anti-BAX aptamer intracellularly. The in situ labeling of the intracellular BAX protein also shows the aptamer can be used to differentiate 2.5 Gy or 3 Gy of radiation in ex vivo human and in vivo mouse peripheral blood samples exposed to X-rays. In conclusion, this proof-of-concept study indicates that the microfluidic-enabled aptamer isolation method could be used for the development of a panel of targeted intracellular proteins for radiation biodosimetry applications.
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Open AccessArticle
Impact of 6 MV-LINAC Radiation on Lymphocyte Phenotypes and Cytokine Profiles
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Papichaya Yudech, Wisawa Phongprapun, Pittaya Dankulchai, Duangporn Polpanich, Abdelhamid Elaissari, Rujira Wanotayan and Kulachart Jangpatarapongsa
Radiation 2025, 5(4), 29; https://doi.org/10.3390/radiation5040029 - 7 Oct 2025
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Radiotherapy employs high-energy X-rays to precisely target tumor tissues while minimizing damage to the surrounding healthy structures. Although its clinical efficacy is well established, the immunomodulatory effects of ionizing radiation remain complex and context-dependent. This study investigated the biological effects of radiotherapeutic doses
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Radiotherapy employs high-energy X-rays to precisely target tumor tissues while minimizing damage to the surrounding healthy structures. Although its clinical efficacy is well established, the immunomodulatory effects of ionizing radiation remain complex and context-dependent. This study investigated the biological effects of radiotherapeutic doses on immune cells by evaluating lymphocyte viability, phenotypic profiles, and cytokine expression levels. Peripheral blood mononuclear cells (PBMCs) were isolated from six healthy donors and irradiated with 0, 2, or 6 Gy using a 6 MV linear accelerator (LINAC). Dose validation with an ionization chamber demonstrated strong agreement between estimated and measured values (intraclass correlation coefficient = 1, 95% CI). Immune subsets, including T cells (CD3+), helper T cells (CD3+CD4+), cytotoxic T cells (CD3+CD8+), regulatory T cells (CD3+CD4+Foxp3+), and natural killer (CD3-CD56+) cells, along with intracellular cytokines interleukin-12 (IL-12) and interferon-gamma (IFN-γ), were analyzed via flow cytometry at multiple time points. The results showed a significant, dose-dependent decline in overall lymphocyte viability (p < 0.01) compared to control. Cytotoxic T cells were the most radiosensitive, followed by helper and regulatory T cells, while NK cells were the most radioresistant. IL-12 expression initially increased post-irradiation, while IFN-γ levels remained variable. These findings demonstrate that radiation induces distinct alterations in immune phenotypes and cytokine profiles, which may shape the immune response. Immune profiling following irradiation may therefore provide valuable insights for optimizing combination strategies that integrate radiotherapy and immunotherapy in cancer treatment.
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Open AccessArticle
Recalcitrant Pelvic Pain: Evaluating the Effectiveness of Radiofrequency Ablation for Pudendal, Genitofemoral, and Ilioinguinal Neuropathy
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Zuhair Zaidi, Sarah Attia, Muaz Wahid, Yin Xi, Hareena Sangha, Kelly Scott, Rupali Kumar, Flavio Duarte Silva and Avneesh Chhabra
Radiation 2025, 5(4), 28; https://doi.org/10.3390/radiation5040028 - 3 Oct 2025
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Chronic pelvic neuropathies involving the pudendal, ilioinguinal, and genitofemoral nerves are a major source of refractory pain and disability, yet conventional steroid injections typically provide only short-lived benefit. We retrospectively analyzed 78 patients: 49 with pudendal neuralgia treated by pulsed radiofrequency and 29
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Chronic pelvic neuropathies involving the pudendal, ilioinguinal, and genitofemoral nerves are a major source of refractory pain and disability, yet conventional steroid injections typically provide only short-lived benefit. We retrospectively analyzed 78 patients: 49 with pudendal neuralgia treated by pulsed radiofrequency and 29 with ilioinguinal (n = 15) or genitofemoral (n = 14) neuropathies treated by continuous radiofrequency ablation. For pudendal neuropathy, pRF provided a mean pain relief of 9.48 ± 9.52 weeks versus 3.98 ± 3.56 weeks after the first steroid injection and 3.32 ± 3.21 weeks after the most recent (p < 0.0001 for both). Quality-of-life scores improved significantly through 3 months, and analgesic use declined during this period. No correlation was found between symptom duration and treatment response. For ilioinguinal and genitofemoral neuropathies, cRFA extended pain relief to 21.76 and 17.68 weeks, respectively. Mean VAS scores improved from 6.87 to 1.73 for ilioinguinal (p < 0.0001) and from 6.36 to 2.36 for genitofemoral (p = 0.0007) neuropathies. Quality-of-life scores improved through 3 months, with trends toward baseline by 6 months, while analgesic use decreased initially before returning to baseline. Across all nerves, no major complications occurred. Radiofrequency treatment offers safe, longer-lasting relief than steroid injections for refractory pelvic neuropathies.
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Open AccessArticle
Comprehensive Dose–Response Analysis of the Effect of Ionizing Radiation on Hepatic Enzyme Parameters in a Rabbit Model
by
Aliyu Yakubu, Ibrahim Abdulazeez Okene, Chinedu Amaeze Frank, Maruf Lawal, Shamsaldeen Ibrahim Saeed and Mohammed Dauda Goni
Radiation 2025, 5(4), 27; https://doi.org/10.3390/radiation5040027 - 23 Sep 2025
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Exposure to ionising radiation may be hazardous to living beings, including humans. Ionising radiation exposure has been shown to cause hepatic dysfunction or even liver cancer in persons receiving radiation therapy who do not have liver disease. Changes in hepatic enzyme values may
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Exposure to ionising radiation may be hazardous to living beings, including humans. Ionising radiation exposure has been shown to cause hepatic dysfunction or even liver cancer in persons receiving radiation therapy who do not have liver disease. Changes in hepatic enzyme values may suggest radiation-induced stress on liver cells. Then this experimental study examined the effect of different doses of radiation on the liver enzymes aspartate aminotransferase (AST), alkaline phosphatase (ALP), and alanine aminotransferase (ALT). Methods: Six equal groups of thirty-six New Zealand white rabbits weighing 3 and 5 kg each were formed. The rabbits received total body radiation doses of 0 Gy (Control group), 0.053 Gy, 0.11 Gy, 0.21 Gy, 0.42 Gy, and 0.84 Gy on days, 1, 3, and 5 and week 1, week 2, week 3, and week 4. Generalised Linear Mixed Models (GLMMs) were used to compare the data statistically. Results: There was a significant rise in the serum liver enzyme levels; aspartate aminotransferase (AST), alkaline phosphatase (ALP), and alanine aminotransferase (ALT) all showed a statistically significant time effect after the application of different radiation doses. Based on the group effect of radiation, AST and ALP, but not ALT, showed statistically significant findings.
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Open AccessReview
Radiotherapy and Its Consequences in Relation to Oral Squamous Cell Carcinoma—A Narrative Review
by
Gal Feller, Duvern Ramiah, Faiza Mahomed, Liviu Feller and Razia A. G. Khammissa
Radiation 2025, 5(3), 26; https://doi.org/10.3390/radiation5030026 - 19 Sep 2025
Cited by 1
Abstract
Oral squamous cell carcinoma (SCC) is typically found in middle-aged or elderly individuals, is more common in men than women, can occur at any mucosal site, and is associated with a poor prognosis. The primary risk factors for oral SCC include the use
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Oral squamous cell carcinoma (SCC) is typically found in middle-aged or elderly individuals, is more common in men than women, can occur at any mucosal site, and is associated with a poor prognosis. The primary risk factors for oral SCC include the use of tobacco, betel nut, or areca nut, and excessive alcohol consumption. A comprehensive management plan for oral SCC typically involves a multidisciplinary team approach with surgery being the primary treatment approach, with or without radiotherapy. Radiotherapy is an essential component in the management of oral SCC, with its application guided by both tumour- and patient-related factors. It may be employed as a definitive, adjuvant, or palliative modality, depending on tumour stage, resectability, surgical margins, histopathological characteristics, as well as the patient’s overall health, financial considerations, and personal preferences. Effective radiotherapy for oral SCC inevitably leads to various tissue toxicities, which can vary among patients. These variations are primarily influenced by patient-specific characteristics, tumour-specific factors, and aspects related to the radiotherapy itself. Some of the complications resulting from ionizing radiation (IR) include oral mucositis, facial dermatitis, salivary gland dysfunction, trismus, and osteoradionecrosis, along with their management strategies.
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(This article belongs to the Section Radiation and Its Application in Oncology and Radiation Protection)
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