Expanding global access to radiotherapy

Mayo Clinic Global Oncology Fellowship: Development and Implementation of a Novel 2-Year Multidisciplinary Training Program for Oncologists from Low- and Middle-Income Countries

Cancer is set to become the leading worldwide cause of premature death and mortality will be disproportionately greater in low-and-middle-income countries (LMIC) due to limitations in physical resources and oncology specialists. To address unmet workforce and educational needs, the Department of Radiation Oncology at Mayo Clinic developed the Global Oncology Fellowship, a 2-year multidisciplinary oncology training program for practicing physicians from LMIC. The fellowship was developed through collaboration with multiple institutional departments and external stakeholders. Eligible fellows are graduates of a recognized international medical school who have completed oncology training in a LMIC and confirm intent to practice in a LMIC. During the 2-year program, fellows rotate through Radiation Oncology, Medical Oncology, Palliative Care, Diagnostic Radiology, radiation dosimetry, research, and leadership development. The program design is flexible and can be tailored to fit the trainee's clinical needs and interests and focuses on malignancies and technologies that are common in LMIC. The Global Oncology Fellowship was successfully established and supported by benefactor funds. Recruitment of the first trainee faced challenges related to COVID pandemic, completion of medical licensing exams, and obtaining a United States visa. The first fellow started in February 2023 with training ongoing. With the formal approval of the Global Oncology Fellowship in 2024, the program is recruiting for the 2025-2027 academic years. Short- and-long term assessments of the program are ongoing. The Mayo Clinic Global Oncology Fellowship is a multi-disciplinary training program developed to address the educational needs of oncologists in low-and-middle income countries. We hope to contribute to the number of highly trained oncology specialists in LMIC, who will go on to be leaders in clinical care, education, and research.

A comparison of different machine learning classifiers in predicting xerostomia and sticky saliva due to head and neck radiotherapy using a multi-objective, multimodal radiomics model

Background and Purpose. Although radiotherapy techniques are a primary treatment for head and neck cancer (HNC), they are still associated with substantial toxicity and side effects. Machine learning (ML) based radiomics models for predicting toxicity mostly rely on features extracted from pre-treatment imaging data. This study aims to compare different models in predicting radiation-induced xerostomia and sticky saliva in both early and late stages HNC patients using CT and MRI image features along with demographics and dosimetric information.Materials and Methods.A cohort of 85 HNC patients who underwent radiation treatment was evaluated. We built different ML-based classifiers to build a multi-objective, multimodal radiomics model by extracting 346 different features from patient data. The models were trained and tested for prediction, utilizing Relief feature selection method and eight classifiers consisting eXtreme Gradient Boosting (XGBoost), Multilayer Perceptron (MLP), Support Vector Machines (SVM), Random Forest (RF), K-Nearest Neighbor (KNN), Naive Bayes (NB), Logistic Regression (LR), and Decision Tree (DT). The performance of the models was evaluated using sensitivity, specificity, area under the curve (AUC), and accuracy metrics.Results.Using a combination of demographics, dosimetric, and image features, the SVM model obtained the best performance with AUC of 0.77 and 0.81 for predicting early sticky saliva and xerostomia, respectively. Also, SVM and MLP classifiers achieved a noteworthy AUC of 0.85 and 0.64 for predicting late sticky saliva and xerostomia, respectively.Conclusion. This study highlights the potential of baseline CT and MRI image features, combined with dosimetric data and patient demographics, to predict radiation-induced xerostomia and sticky saliva. The use of ML techniques provides valuable insights for personalized treatment planning to mitigate toxicity effects during radiation therapy for HNC patients.

Global linear accelerator requirements and personalised country recommendations: a cross-sectional, population-based study

BACKGROUND

The Linear Accelerator Shortage Index (LSI) is a practical tool for prioritising the deployment of linear accelerators (LINACs) in various regions within a country. The LSI reflects the ratio of LINAC demand to current availability. The aim of this study was to use the LSI to predict global LINAC needs and classify countries according to the degree of radiotherapy shortage (LINAC shortage grade).

METHODS

In this cross-sectional, population-based study of globally representative, country-level data, we sourced regional LINAC distribution, numbers of radiotherapy centres, and cancer incidence data for 181 countries from the Directory of Radiotherapy Centers and Global Cancer Observatory 2022 databases. Current gross domestic product and gross national income per capita in US dollars were obtained from the World Bank. We calculated an LSI for each country to assess the relative demand and supply of radiotherapy by dividing LINAC use by 450 and multiplying by 100. An LSI of 100 or less indicates no shortage (450 or fewer patients per LINAC), whereas an LSI greater than 100 signals a shortage, with higher values indicating more severe deficits. We categorised countries by LINAC shortage grade: grade 0 (LSI ≤100, no shortage), grade 1 (LSI 101-130, low need), grade 2 (LSI 131-300, high need), grade 3 (LSI >300, excessive need), or grade 4 (no existing LINACs). We estimated LINAC requirements until 2045 using the LSI and Global Cancer Observatory data. We determined future investment costs according to the LSI for each country.

FINDINGS

As of the data cutoff on Sept 15, 2024, the global median LSI was 130 (IQR 96-319), suggesting a shortage of 30% in radiotherapy capacity. Significant disparities in median LSI were observed across income levels: low-income countries had a median LSI of 1523 (528-2247), lower-middle-income countries 399 (183-685), upper-middle-income countries 133 (104-198), and high-income countries 96 (83-127; p<0·0001). The distribution of countries across LINAC shortage grades was 40 (22%) of 181 as grade 0, 32 (18%) as grade 1, 35 (19%) as grade 2, 38 (21%) as grade 3, and 36 (20%) as grade 4 (no LINACs). Most LINAC shortage grade 4 countries were low income (12 [33%]) or lower-middle income (16 [44%]). The median number of new LINACs needed per country by 2045 was estimated at 6 (1-13) for grade 0, 21 (4-102) for grade 1, 22 (8-80) for grade 2, 52 (26-113) for grade 3, and three (2-14) for grade 4. To meet these demands, also including the replacement of obsolete devices, an estimated 30 470 LINACs will be needed by 2045. The median total investment required for new and replacement machines and radiotherapy centres to meet the 2045 demand is projected at US$162 million (49-369) for grade 0, $216 million (54-772) for grade 1, $143 million (64-580) for grade 2, $238 million (126-561) for grade 3, and $16 million (9-59) for grade 4. A significant change in LINAC shortage grade composition between 2020 and 2045 is predicted, with distribution of 40 (22%) versus seven (4%) for grade 0, 32 (18%) versus 23 (13%) for grade 1, 35 (19%) versus 63 (35%) for grade 2, 38 (21%) versus 52 (29%) for grade 3, and 38 (20%) versus 38 (20%) for grade 4 (p<0·0001).

INTERPRETATION

The LSI and LINAC shortage grade systems are effective for evaluating, monitoring, and forecasting global LINAC needs. The LSI and LINAC shortage grade highlight the substantial disparities in radiotherapy availability and underscore the urgent need for investment in radiotherapy capacity building, particularly in many low-income and middle-income countries.

FUNDING

None.

Current availability of radiotherapy devices in Peru and artificial intelligence-based analysis for constructing a nationwide implementation plan

PURPOSE

We provide for the first time a comprehensive situational diagnosis and propose an artificial intelligence (AI)-assisted nationwide plan of implementation, attending the most urgent needs.

METHODS

Baseline information was collected from open-source databases of the Peruvian Government. Data on cancer incidence from the Health Authorities and GLOBOCAN were collected and compared. The existing external-beam radiotherapy (EBRT) devices and brachytherapy (BT) units were identified and information on their obsolescence was additionally collected. The ten most common cancer entities with RT indication were considered for the analysis. Utilizing open-source softwares, population clusters based on density, cancer incidence, geographic distribution, existing facilities able to be implemented with radiotherapy and travel times for patients were defined. A coding for identifying the best possible locations with AI was developed, keeping the allocation of resources to the minimum possible. A projection until 2030 on required resources was additionally elaborated.

RESULTS

As of 2023 eight additional EBRT and seven BT devices were needed to cover the existing demand. The artificial-intelligence algorithm yielded the regions where these resources should be primarily allocated. An increase in demand of approximately 22% is expected until 2030, which translates into additional 23 EBRT and 16 BT devices, considering the replacement of obsolete units until then.

CONCLUSION

Increased investment pace is required to cover the existing RT demand in Peru. This AI-assisted analysis might help prioritize allocation of resources. The code employed in this work will be made publicly available, so this method could be replicated in other developing economies.

Perceived barriers and facilitators affecting utilisation of radiation therapy services: Scoping review findings - Patient and department level influences

Existing evidence supports the benefits of radiation therapy (RT) for cancer patients however, it is underutilised. This scoping review aims to synthesise the current literature investigating patient and department level barriers and facilitators influencing the utilisation trends of RT. A systematic search strategy was developed to identify articles dated from 1993 to 2023. Four online databases (Medline, Embase, Scopus and CINAHL) were searched using key words. Eligible studies needed to report outcomes related to barriers and facilitators influencing utilisation of RT. Data was extracted and categorised into health professional, patient, and department level influences. The review resulted in 340 included studies with 298 (88 %) studies reporting on patient influences. More than half of these studies (n = 164; 55 %) reported accessibility concerns including distance and travel burden. Patient acceptability was reported in 88 (30 %) studies, patient affordability in 138 (46 %) studies, patient knowledge, and education in 92 (31 %) studies and patient health and demographics in 235 (79 %) studies. Of the department level influence papers (n = 242, 71 %), department availability such as infrastructure, staffing and waitlists were reported in 167 (69 %) papers. Department adequacy, including the quality, reputation and technology suitability of departments was reported in 60 (25 %) papers. Clinical pathway use was reported in 107 (44 %) papers. This scoping review identifies the broad range of patient and department level influences and facilitators affecting the global utilisation of RT. Recognition of such influences reducing access to RT will inform proposed interventions or educational strategies to overcome and address such barriers.

The socioeconomic burden of cervical cancer and its implications for strategies required to achieve the WHO elimination targets

INTRODUCTION

Cervical cancer is almost entirely preventable by vaccination and screening. Population-based vaccination and screening programs are effective and cost effective, but millions of people do not have access to these programs, causing immense suffering. The WHO Global Strategy for the elimination of cervical cancer as a public health problem calls for countries to meet ambitious vaccination, screening, and treatment targets.

AREAS COVERED

Epidemiological evidence indicates marked socioeconomic gradients in the burden of cervical cancer and vaccination, screening, and treatment coverage. The unacceptable socioeconomic burden of cervical cancer is largely a function of inequitable access to these programs. We discuss these inequities, and highlight strategies enabled by new evidence and technology. Single dose HPV vaccination, HPV-based screening, and the rapidly moving technology landscape have enabled task-shifting, innovation in service delivery and the possibility of scale. Equitable access to optimal care for the treatment of invasive cancers remains a challenge.

EXPERT OPINION

Cervical cancer can be eliminated equitably. It will require global political will, sustained public and private investment, and community leadership to safely and sustainably embed proven tools, technology and infrastructure in local health and knowledge systems.

The Burden of Insurance Prior Authorization on Cancer Care: A Review of Evidence From Radiation Oncology

Purpose

Despite its high cost-effectiveness, radiation oncology faces the greatest prior authorization (PA) burden of any medical specialty. Insurance denials and resulting treatment delays have been documented across several treatment modalities, including stereotactic body radiation, intensity modulated radiation, and proton therapy. Although insurance companies suggest that PA is intended to control health care spending and ensure the implementation of evidence-based practice, the number of radiation treatment plans reviewed by the PA process that result in changes is quite low. Yet, the cost to patients, providers, and the health care system is rising.The increased administrative work required to address the appeal process, including the development of radiation plan comparisons, results in lost productivity of radiation staff and increased clinic costs that are not currently reimbursed. Treatment delays from PA may elevate patient anxiety and affect their ability to enroll in clinical trials, resulting in decreased quality of care. As a result of possible harm to patients, the Centers for Medicare and Medicaid Services developed a ruling that mandates increased transparency of insurers' requirements, decreased allowable time for arriving at PA decisions, and a more efficient electronic communication system to address the time and resource burden of PA.

Methods and Materials

This article summarizes key discussions from the literature and provides recommendations to help mitigate insurance PA strain.

Results

These recommendations broadly address the following key areas: (1) omission of PA for routine care and clinical trials, (2) implementation of efficient, streamlined electronic peer-to-peer communication, (3) increased transparency of insurance requirements and rationale for denials, and (4) decreased time allowances for PA decisions.

Conclusions

Policy reform focused on evidence-driven treatment coverage, reduction of the proportion of cases requiring PA, and a simplified, timely insurance appeal process is necessary to ensure optimal cancer care for patients requiring radiation therapy as part of their cancer journey.

Multidisciplinary Collaboration and Novel Technological Advances in Hadron Therapy

The battle against cancer remains a top priority for society, with an urgent need to develop therapies capable of targeting challenging tumours while preserving patient's quality of life. Hadron Therapy (HT), which employs accelerated beams of protons, carbon ions, and other charged particles, represents a significant frontier in cancer treatment. This modality offers superior precision and efficacy compared to conventional methods, delivering therapeutic the dose directly to tumours while sparing healthy tissue. Even though 350,000 patients have already been treated worldwide with protons and 50,000 with carbon ions, HT is still a relatively young field and more research as well as novel, cost-effective and compact accelerator technologies are needed to make this treatment more readily available globally. Interestingly the very first patient was irradiated with protons in September 1954, the same month and year CERN was founded. Both of these endeavours are embedded in cutting edge technologies and multidisciplinary collaboration. HT is finally gaining ground and, even after 70 years, the particle therapy field continues innovating and improving for the benefits of patients globally. Developing technologies that are both affordable and easy to use is key and would allow access to more patients. Advances in accelerator-driven Boron Neutron Capture Therapy (BNCT), image-guided hadron beams delivery, clinical trials and immunotherapy, together with the recent interest and advances in FLASH therapy, which is currently an experimental treatment modality that involves ultrahigh-dose rate delivery, are just a few examples of innovation that may eventually help to provide access to a larger number of patients.

Genomic and transcriptomic profiling of radioresistant prostate and head and neck cancers implicate a BAHD1-dependent modification of DNA damage at the heterochromatin

Radiotherapy is an integral modality in treating human cancers, but radioresistance remains a clinical challenge due to the involvement of multiple intrinsic cellular and extrinsic tumour microenvironment factors that govern radiosensitivity. To study the intrinsic factors that are associated with cancer radioresistance, we established 4 radioresistant prostate (22Rv1 and DU145) and head and neck cancer (FaDu and HK1) models by irradiating their wild-type parentals to 90 Gy, mimicking the fractionated radiotherapy schema that is often using in the clinic, and performed whole exome and transcriptome sequencing of the radioresistant and wild-type models. Comparative genomic analyses detected the enrichment of mismatch repair mutational signatures (SBS6, 14, 15, 20) across all the cell lines and several non-synonymous single nucleotide variants involved in pro-survival pathways. Despite significant inter-cell type heterogeneity of their transcriptomic profiles, 18 common dysregulated genes (5 upregulated and 13 downregulated) were identified across the 4 models, including the overexpression of bromo-adjacent homology domain containing 1 (BAHD1) gene, which is involved in heterochromatin formation. Interestingly, this coincided with our observation of increased histone 3 lysine 9 trimethylation (H3K9me3) and histone 3 lysine 27 trimethylation (H3K27me3) expression post-irradiation in our radioresistant cells. The dependency between BAHD1 and heterochromatin formation was confirmed by siRNA knockdown of BAHD1, indicating preferential reduction of H3K9me3 and H3K27me3 expression in the radioresistant cells, but not the wild-type parentals, and confirmed by clonogenic assays showing reversal of radioresistance post-siBAHD1 treatment. We further showed that inhibition of the BAHD1-heterochromatin formation axis led to reduced DNA double-strand break repair. Finally, analyses of treatment outcomes in 4 prostate and head and neck cancer radiotherapy cohorts suggested an increased risk of failures in tumours of high heterochromatin activity. Taken together, our results support a new model implicating BAHD1-dependent modulation of the heterochromatin in acquired radioresistance of prostate and head and neck cancers.

Artificial Intelligence-Empowered Multistep Integrated Radiation Therapy Workflow for Nasopharyngeal Carcinoma

PURPOSE

To establish an artificial intelligence (AI)-empowered multistep integrated (MSI) radiation therapy (RT) workflow for patients with nasopharyngeal carcinoma (NPC) and evaluate its feasibility and clinical performance.

METHODS AND MATERIALS

Patients with NPC scheduled for MSI RT workflow were prospectively enrolled. This workflow integrates RT procedures from computed tomography (CT) scan to beam delivery, all performed with the patient on the treatment couch. Workflow performance, tumor response, patient-reported acute toxicities, and quality of life were evaluated.

RESULTS

From March 2022 to October 2023, 120 newly diagnosed, nonmetastatic patients with NPC were enrolled. Of these, 117 completed the workflow with a median duration of 23.2 minutes (range, 16.3-45.8). Median translation errors were 0.2 mm (from CT scan to planning approval) and 0.1 mm (during beam delivery). AI-generated contours required minimal revision for the high-risk clinical target volume and organs at risk, minor revision for the involved cervical lymph nodes and low-risk clinical target volume (median Dice similarity coefficients (DSC), 0.98 and 0.94), and more revision for the gross tumor at the primary site and the involved retropharyngeal lymph nodes (median DSC, 0.84). Of 117 AI-generated plans, 108 (92.3%) passed after the first optimization, with ≥97.8% of target volumes receiving ≥100% of the prescribed dose. Dosimetric constraints were met for most organs at risk, except the thyroid and submandibular glands. One hundred and fifteen patients achieved a complete response at week 12 post-RT, while 14 patients reported any acute toxicity as "very severe" from the start of RT to week 12 post-RT.

CONCLUSIONS

AI-empowered MSI RT workflow for patients with NPC is clinically feasible in a single institutional setting compared with standard, human-based RT workflow.

Challenges in assessing national radiotherapy costs: application of the ESTRO-HERO model in Spain

Background and purpose

The aim was to estimate the cost of the external beam radiotherapy (EBRT) in public health care centers in Catalonia (Spain), according to the ESTRO-HERO costing model for 2018.

Materials and methods

Personnel, equipment, and activity data from 2018 from the 11 RT centers were used, incorporating European mean values adapted to the Catalan context. Secondly, EBRT costs were estimated, incorporating 2023 fractionation technique and scheme usage percentages. Finally, complementary estimates were included: complementary planning examinations, stereotactic body radiation therapy (SBRT) fiducial markers, and hospital overhead costs.

Results

In 2018, EBRT cost was estimated at EUR 42.2 M for all patients in the region. Directly related treatment activities represented 69.0% of the total cost, while support and non-directly related EBRT activities accounted for 20.2 and 10.8%, respectively. Mean radical treatment cost varied from €1714 (leukemia) to €4,645 (pancreas), and for palliative intent, from €938 (bone metastases) to €1753 (brain metastases). According to the technique used, costs ranged from €1,475 (3D conformal) to €3,608 (rotational IMRT), and by fractionation scheme, from €1,308 (extreme hypofractionation) to €4,094 (standard fractionation). Accounting for 2023 complexity levels, mean treatment cost rose by 0.9%, but varied widely by tumor site, with a 13% increase for stomach cancer, and decreases of -15.0, -24.4, and - 17.2% in myeloma, pancreas, and lung cancer, respectively. Including complementary examinations and hospital overhead costs, mean cost increased by 15.6%.

Conclusion

This study provides a first approximation to EBRT cost using time-driven activity-based costing (TD-ABC) in Catalonia showing the feasibility of the assessment. For each indication, average treatment cost increases with the associated complexity. Additionally, costs decrease with hypofractionation schemes, largely due to lower equipment weight in treatment cost. Consequently, the adoption of stereotactic techniques is driving cost decreases. Overall, this model represents a robust tool for analyzing different possible scenarios, including changes in fractionation and complexity.

Genotype-Directed Synthetic Cytotoxicity of ATR Inhibition with Radiotherapy

PURPOSE

The importance of the DNA damage response in mediating effects of radiotherapy (RT) has galvanized efforts to target this pathway with radiosensitizers. Yet early clinical trials of this approach have failed to yield a benefit in unselected populations. We hypothesized that ataxia-telangiectasia mutated (Atm)-null tumors would demonstrate genotype-specific synergy between RT and an inhibitor of the DNA damage response protein ataxia-telangiectasia and Rad3-related (ATR) kinase.

EXPERIMENTAL DESIGN

We investigated the synergistic potential of the ATR inhibitor (ATRi) RP-3500 and RT in two Atm-null and isogenic murine models, both in vitro and in vivo. Staining of γ-H2AX foci, characterization of the immune response via flow cytometry, and tumor rechallenge experiments were performed to elucidate the mechanism of interaction. To examine genotype specificity, we tested the interaction of ATRi and RT in a Brca1-null model. Finally, patients with advanced cancer with ATM alterations were enrolled in a phase I/II clinical trial to validate preclinical findings.

RESULTS

Synergy between RP-3500 and RT was confirmed in Atm-null lines in vitro, characterized by an accumulation of DNA double-strand breaks. In vivo, Atm-null tumor models had higher rates of durable control with RT and ATRi than controls. In contrast, there was no synergy in tumors lacking Brca1. Analysis of the immunologic response indicated that efficacy is largely mediated by cell-intrinsic mechanisms. Lastly, early results from our clinical trial showed complete responses in patients.

CONCLUSIONS

Genotype-directed radiosensitization with ATRi and RT can unleash significant therapeutic benefit and could represent a novel approach to develop more effective combinatorial synthetic cytotoxic RT-based treatments. See related commentary by Schrank and Colbert, p. 5505.

Sister partnership to overcome the global burden of cancer

Emerging countries are currently facing an increasing burden of cancer while they do not have adequate prevention, monitoring, and research capabilities to tackle the disease. Cancer outcomes are influenced by several factors, including different cancer patterns, national cancer screening guidelines, current stage of disease, and access to quality care and treatments. Discrepancies in cancer care between emerging and developed countries require actions to achieve global health equity. The process of pioneering a sister relationship in the oncology field can thwart the global burden of cancer. The objective of such cooperation programs should include research and training programs, evidence-based oncology practice, and quality cancer. Building global connections will therefore be the novel approach to addressing the global burden of cancer.

Cancer education and training within the South Asian Association for Regional Cooperation (SAARC) countries

The education and training of the oncological health-care workforce is vital for building effective health-care systems that deliver optimal care to patients with cancer. In the South Asian Association for Regional Cooperation (SAARC) nations, there is a notable shortage of both physician and non-physician oncology professionals, including oncologists, medical physicists, radiotherapy technologists, and oncology nurses. This shortage is primarily caused by inadequate education and training programmes. Oncology professionals across SAARC countries face several challenges, including a scarcity of trained personnel, poor health-care infrastructure (including resources and equipment), and insufficient educational opportunities. This Series paper examines the current state of oncology education and training programmes within the SAARC region, identifies the challenges faced by oncology professionals, and offers recommendations for improvement. Short-term strategies focus on developing a skilled, multidisciplinary oncology workforce and enhancing existing training programmes. In the long term, the goals are to establish self-sufficient cancer care systems, promote regional collaboration, and strengthen research infrastructure. Achieving these objectives will require comprehensive approaches, increased financial resources, advanced cancer care infrastructure, and innovative educational models. Regional and international collaborations are essential to raise awareness of cancer as a major public health concern, advance prevention and early detection efforts, and bolster research initiatives.

Okonkwo E, Moore E, Streatfield K, Elit L. Developing a modern radiotherapy department in a rural hospital in Cameroon: The Mbingo experience

Although radiotherapy is critical for cancer cure and palliation, access to such expensive and sophisticated technology is very limited in low- and middle-income countries (LMIC). Cancer incidence in Africa is currently 1.5 million case per year, thus urgent and innovative solutions are required to build necessary infrastructure needed to address this global health challenge. We describe our approach and challenges as a faith based non-government organization in setting up a modern radiotherapy department in a rural hospital in Cameroon to mitigate this unmet need. We highlite our engagement with international bodies and individuals for fund raising and volunteerism, local radiotherapy workforce development and training (radiation oncology, dosimetrists, radiation therapist and medical physicists) and the expertise required for construction of the bunker and installation of the Linac machine.

The status quo of global geriatric radiation oncology education: A scoping review

Purpose

To identify potential gaps in geriatric radiation oncology (RO) education worldwide, as measured by geriatric oncology (GO) content within postgraduate RO training program (TP) curricula across 8 focus countries.

Methods and materials

The need for improved education around GO is internationally recognized and is a key strategic priority of the International Society of Geriatric Oncology (SIOG).Two reviewers undertook a systematic scoping review from March to September 2023. Focus countries were selected using predefined selection criteria based on national radiation therapy (RT) service provision, RT access and post-graduate specialty training standards. This review is in accordance with evidence-based curriculum design methodology and represents the initial phase i.e., problem identification and needs assessment.

Results

Overall RO TP and curriculum elements varied by jurisdiction. Common elements included length of training, summative assessments and prerequisite requirements. Considerable variability exists across TPs around identified learning outcomes, content, TP organization, training networks and accreditation.Across 6 TPs, only 2 had any documented GO curriculum content. Of these, only one contained geriatric RO content scoring moderate to high based on accepted quality benchmarks. Outside official RO TPs, there is considerable GO online education content, including face to face courses, peer-reviewed articles, learning materials and resources relevant to RO postgraduate training worldwide. However accessibility to these learning interventions may be region specific and content is not standardized.

Conclusions

As expected, this systematic scoping review has identified significant gaps in GO education within RO TPs worldwide. These findings represent an essential step in the development of evidence-based recommendations for updating standards for GO training within RO training programs and establishing a globally accepted, standardized benchmarks for minimal geriatric RO education. In turn, this will ensure future radiation oncologists are able to deliver a high standard of care to and improve outcomes for older people with cancer.

Impact of Gold Nanoparticles and Ionizing Radiation on Whole Chromatin Organization as Detected by Single-Molecule Localization Microscopy

In radiation tumor therapy, irradiation, on one hand, should cause cell death to the tumor. On the other hand, the surrounding non-tumor tissue should be maintained unaffected. Therefore, methods of local dose enhancements are highly interesting. Gold nanoparticles, which are preferentially uptaken by very-fast-proliferating tumor cells, may enhance damaging. However, the results in the literature obtained from cell culture and animal tissue experiments are very contradictory, i.e., only some experiments reveal increased cell killing but others do not. Thus, a better understanding of cellular mechanisms is required. Using the breast cancer cell model SkBr3, the effects of gold nanoparticles in combination with ionizing radiation on chromatin network organization were investigated by Single-Molecule Localization Microscopy (SMLM) and applications of mathematical topology calculations (e.g., Persistent Homology, Principal Component Analysis, etc.). The data reveal a dose and nanoparticle dependent re-organization of chromatin, although colony forming assays do not show a significant reduction of cell survival after the application of gold nanoparticles to the cells. In addition, the spatial organization of γH2AX clusters was elucidated, and characteristic changes were obtained depending on dose and gold nanoparticle application. The results indicate a complex response of ALU-related chromatin and heterochromatin organization correlating to ionizing radiation and gold nanoparticle incorporation. Such complex whole chromatin re-organization is usually associated with changes in genome function and supports the hypothesis that, with the application of gold nanoparticles, not only is DNA damage increasing but also the efficiency of DNA repair may be increased. The understanding of complex chromatin responses might help to improve the gold nanoparticle efficiency in radiation treatment.

The Application of Time-Driven Activity-Based Costing in Oncology: A Systematic Review

OBJECTIVES

Time-driven activity-based costing (TD-ABC) holds promise to control costs and enhance value in oncology, but the current landscape of its applications remains uncharted. This study aimed to: (1) document the applications of TD-ABC in oncology and unveil its strengths and limitations, (2) assess the extent to which studies adhere to Kaplan and Porter's method, and (3) appraise study quality.

METHODS

A systematic review was performed according to the Preferred Reporting Items for Systematic Review and Meta-Analyses guidelines. To be eligible for inclusion, studies had to provide an empirical application of TD-ABC within oncology. Structured data extraction included key characteristics such as cancer type, perspective, and analysis setting. Quality was assessed using the TD-ABC Healthcare Consortium Consensus Statement checklist.

RESULTS

A total of 59 studies met the inclusion criteria, two-thirds of which were published within the last 5 years. Most studies were conducted in high-income countries and analyzed common cancer types. The provider's perspective (85%) dominated, and studies typically relied on single-institution data (76%). No study assessed costs over a complete cycle of care and most focused on the costs of radiotherapy (56%) or surgery (20%). Articles generally did not adhere to the seven-step method, and average study quality was low (52%), particularly because of inadequate content in methods and results.

CONCLUSIONS

Oncology has emerged as a productive field for TD-ABC analyses, showcasing the effectiveness of TD-ABC in capturing the costs of healthcare processes in which medical devices are integral to care delivery. Nevertheless, concerns arise because of the low overall study quality and the lack of a consistent methodology.

The 'Liaisons dangereuses' Between Lung Cancer and Interstitial Lung Diseases: A Focus on Acute Exacerbation

Patients with interstitial lung disease (ILD) are about five times more likely to develop lung cancer than those without ILD. The presence of ILD in lung cancer patients complicates diagnosis and management, resulting in lower survival rates. Diagnostic and treatment procedures needed for cancer can increase the risk of acute exacerbation (AE), one of the most severe complications for these patients. Bronchoscopic techniques are generally considered safe, but they can trigger AE-ILD, particularly after cryoprobe biopsies. Surgical procedures for lung cancer, including lung biopsies and resections, carry an elevated risk of AE-ILD. Postoperative complications and mortality rates highlight the importance of meticulous surgical planning and postoperative care. Furthermore, cancer treatments, such as chemotherapy, are all burdened by a risk of AE-ILD occurrence. Radiotherapy is important for managing both early-stage and advanced lung cancer, but it also poses risks. Stereotactic body radiation and particle beam therapies have varying degrees of safety, with the latter potentially offering a lower risk of AE. Percutaneous ablation techniques can help patients who are not eligible for surgery. However, these procedures may complicate ILD, and their associated risks still need to be fully understood, necessitating further research for improved safety. Overall, while advancements in lung cancer treatment have improved outcomes for many patients, the complexity of managing patients with concomitant ILD needs careful consideration and multidisciplinary assessment. This review provides a detailed evaluation of these risks, emphasizing the need for personalized treatment approaches and monitoring to improve patient outcomes in this challenging population.

Access to diagnostic imaging and radiotherapy technologies for patients with cancer in the Baltic countries, eastern Europe, central Asia, and the Caucasus: a comprehensive analysis

BACKGROUND

Only 10-40% of patients with cancer in low-income and middle-income countries were able to access curative or palliative radiotherapy in 2015. We aimed to assess the current status of diagnostic imaging and radiotherapy services in the Baltic countries, eastern Europe, central Asia, and the Caucasus by collecting and analysing local data.

METHODS

This Access to Radiotherapy (ART) comprehensive analysis used data from 12 countries: the three Baltic countries (Estonia, Latvia, and Lithuania), two countries in eastern Europe (Moldova and Ukraine), four countries in central Asia (Kazakhstan, Kyrgyzstan, Tajikistan, and Uzbekistan), and three countries in the Caucasus (Armenia, Azerbaijan, and Georgia), referred to here as the ART countries. We were not able to obtain engagement from Turkmenistan. The primary outcome was to update the extent of shortfalls in the availability of diagnostic imaging and radiotherapy technologies and radiotherapy human resources for patients with cancer in former Soviet Union countries. Following the methods of previous similar studies, we developed three questionnaires-targeted towards radiation oncologists, regulatory authorities, and researchers-requesting detailed information on the availability of these resources. Authors from participating countries sent two copies of the appropriate questionnaire to each of 107 identified institutions and coordinated data collection at the national level. Questionnaires were distributed in English and Russian and responses in both languages were accepted. Two virtual meetings held on May 30 and June 1, 2022, were followed by an in-person workshop held in Almaty, Kazakhstan, in September, 2022, attended by representatives from all participating countries, to discuss and further validate the data submitted up to this point. The data were collected on a dedicated web page, developed by the International Cancer Expert Corps, and were then extracted and analysed.

FINDINGS

Data were collected between May 10 and Nov 30, 2022. 81 (76%) of the 107 institutions contacted, representing all 12 ART countries, submitted 167 completed questionnaires. The Baltic countries, which are defined as high-income countries, had more diagnostic imaging equipment and radiotherapy human resources (eg, Latvia [1·74] and Lithuania [1·47] have a much higher number of radiation oncologists per 100 000 population than the other ART countries, all of which had <1 radiation oncologist per 100 000 population) and greater radiotherapy technological capacities (higher numbers of linear accelerators and, similar to Georgia, high total external beam radiotherapy capacity) than the other ART countries, as well as high cancer detection rates (Latvia 311 cases per 100 000 population, Lithuania 292, and Estonia 288 vs, for example, 178 in Armenia, 144 in Ukraine, and 72 in Kazakhstan) and low cancer mortality-to-cancer incidence ratios (Estonia 0·43, Latvia 0·49, and Lithuania 0·48; lower than all but Kazakhstan [0·41]). The highest cancer mortality-to-cancer incidence ratios were reported by Moldova (0·71) and Georgia (0·74).

INTERPRETATION

Our findings show that the number of cancer cases, availability of diagnostic imaging equipment, radiation oncologists and radiotherapy capacity, and cancer mortality-to-cancer incidence ratios all vary substantially across the countries studied, with the three high-income, well resourced Baltic countries performing better in all metrics than the included countries in eastern Europe, central Asia, and the Caucasus. These data highlight the challenges faced by many countries in this study, and might help to justify increased investment of financial, human, and technological resources, with the aim to improve cancer treatment outcomes.

FUNDING

US Department of Energy's National Nuclear Security Administration's Office of Radiological Security.

Radiotherapy and theranostics: a Lancet Oncology Commission

Following on from the 2015 Lancet Oncology Commission on expanding global access to radiotherapy, Radiotherapy and theranostics: a Lancet Oncology Commission was created to assess the access and availability of radiotherapy to date and to address the important issue of access to the promising field of theranostics at a global level. A marked disparity in the availability of radiotherapy machines between high-income countries and low-income and middle-income countries (LMICs) has been identified previously and remains a major problem. The availability of a suitably trained and credentialled workforce has also been highlighted as a major limiting factor to effective implementation of radiotherapy, particularly in LMICs. We investigated initiatives that could mitigate these issues in radiotherapy, such as extended treatment hours, hypofractionation protocols, and new technologies. The broad implementation of hypofractionation techniques compared with conventional radiotherapy in prostate cancer and breast cancer was projected to provide radiotherapy for an additional 2·2 million patients (0·8 million patients with prostate cancer and 1·4 million patients with breast cancer) with existing resources, highlighting the importance of implementing new technologies in LMICs. A global survey undertaken for this Commission revealed that use of radiopharmaceutical therapy-other than 131I-was highly variable in high-income countries and LMICs, with supply chains, workforces, and regulatory issues affecting access and availability. The capacity for radioisotope production was highlighted as a key issue, and training and credentialling of health professionals involved in theranostics is required to ensure equitable access and availability for patient treatment. New initiatives-such as the International Atomic Energy Agency's Rays of Hope programme-and interest by international development banks in investing in radiotherapy should be supported by health-care systems and governments, and extended to accelerate the momentum generated by recognising global disparities in access to radiotherapy. In this Commission, we propose actions and investments that could enhance access to radiotherapy and theranostics worldwide, particularly in LMICs, to realise health and economic benefits and reduce the burden of cancer by accessing these treatments.

Gas immnuo-nanomedicines fight cancers

Certain gas molecules, including hydrogen (H2), nitric oxide (NO), carbon monoxide (CO), hydrogen sulfide (H2S), oxygen (O2) and sulfur dioxide (SO2) exhibit significant biological functionalities that can modulate the immune response. Strategies pertaining to gas-based immune therapy have garnered considerable attention in recent years. Nevertheless, delivering various gas molecules precisely into tumors, which leads to enhanced anti-tumor immunotherapeutic effect, is still a main challenge. The advent of gas treatment modality with desirable immunotherapeutic efficiency has been made possible by the rapid development of nanotechnology, which even derives the concept of the gas immnuo-nanomedicines (GINMs). In light of the fact, we herein aim to furnish a cutting-edge review on the latest progress of GINMs. The underlying mechanisms of action for several gases utilized in cancer immunotherapy are initially outlined. Additionally, it provides a succinct overview of the current clinical landscape of gas therapy, and introduces GINMs specifically designed for cancer treatment based on immunotherapeutic principles across multiple strategies. Last but not least, we address the challenges and opportunities associated with GINMs, exploring the potential future developments and clinical applications of this innovative approach.

Assessing Radiology and Radiation Therapy Needs for Cancer Care in Low-and-Middle-Income Countries: Insight From a Global Survey of Departmental and Institutional Leaders

Purpose

The global cancer burden and mortality rates are increasing, with significant disparities in access to care in low- and middle-income countries (LMICs). This study aimed to identify radiology and radiation therapy needs in LMICs from the perspective of departmental and institutional leaders.

Methods and Materials

A survey was developed and conducted by the American Association of Physicists in Medicine Global Needs Assessment Committee and the American Association of Physicists in Medicine International Council. The survey, organized into 5 sections (Introduction, Infrastructure Needs, Education Needs, Research Needs, and General Information), was open to respondents from March 1, to August 16, 2022.

Results

A total of 175 responses were received from 6 global regions: Africa (31.4%), the Americas (17.7%), the Eastern Mediterranean (14.3%), Europe (9.1%), Southeast Asia (23.4%), and the Western Pacific (4.0%). The greatest reported need was for new or updated equipment, particularly positron emission tomography/computed tomography imaging technology. There was also a high demand for clinical and equipment training. Approximately 25% of institutions reported a lack of radiology-based cancer screening programs because of high health care costs and a shortage of specialized equipment. Many institutions that expressed interest in research face funding and grant challenges.

Conclusions

The findings highlight critical areas where organizations can support LMICs in enhancing radiology and radiation therapy services to mitigate the growing cancer burden.

Radiation Therapist Education and Training: An International Survey

PURPOSE

This study reports on the current status of Radiation Therapist (RTT) education and training globally. RTTs are the health professionals responsible for the preparation and delivery of courses of radiation therapy, the latter being indicated in the management of 50%-60% of patients with cancer globally. Therefore, high standards of education of these professionals are paramount to safe and high-quality cancer care.

METHODS

In total, 195 responses were received to a survey sent via the International Atomic Energy Agency International Research Integration System to all member states. This represented 90 countries across all regions.

RESULTS

The survey indicated a significant deficit in RTT education globally. Many regions report that limited radiation therapy-specific education is available and there is a paucity of assessed practice education. Radiation therapy-specific professional issues are the major barriers to curricula implementation globally.

CONCLUSION

This survey highlights the considerable issues that prevail in the provision of high-quality education for RTTs globally. A collaborative global effort is required by the oncology community and other stakeholders to overcome this significant deficit.

The Future Needs of External Beam Radiotherapy in Portugal Until 2040

AIMS

External beam radiotherapy (EBRT) is essential to offer an effective cancer treatment, but it needs to be accessible, well-timed, and high-quality. There is a global lack of radiotherapy infrastructure and investment that compromises the cancer outcomes. The authors aim to quantify the future needs of EBRT until 2040 to cover the future demand.

MATERIALS AND METHODS

Based on the Global Cancer Observatory estimate for new cancer cases in Portugal for 2040 it was calculated the optimal number of EBRT courses. The OUP is the proportion of new cancer cases that should receive EBRT at least once. In line with the International Atomic Energy Agency (IAEA) DIrectory of RAdiotherapy Centres and European SocieTy for Radiotherapy and Oncology - Health Economics in Radiation Oncology guidelines, we estimated the number of EBRT machines / Megavoltage (MV) units needed. Also, the authors followed the IAEA staffing guidelines.

RESULTS

The calculated median increase in the optimal number of EBRT courses for the year 2040 was found to be 18% when compared to the requirements in 2020. The projected number of optimal EBRT courses for 2040 was estimated to be approximately 34.000. Consequently, a range of 18 to 30 new EBRT machines/ MV units will need to be installed to adequately address the growing demand. To meet this demand, it is anticipated that a total of 28 to 46 radiation oncologists, 22 to 36 medical physicists, and 61 to 102 radiation therapists will be required.

CONCLUSION

The deficit of EBRT machines / MV units in Portugal will require a change in the cancer related - policies and an investment to offer full access to EBRT treatments.

Assistance systems for patient positioning in radiotherapy practice

Effective radiotherapy for cancer treatment requires precise and reproducible positioning of patients at linear accelerators. Assistance systems in digitally networked radiotherapy can help involved specialists perform these tasks more efficiently and accurately. This paper analyses patient positioning systems and develops new knowledge by applying the Design Science Research methodology. A systematic literature review ensures the rigour of the research. Furthermore, this article presents the results of an online survey on assistance systems for patient positioning, the derived design requirements and an artefact in the form of a conceptual model of a patient positioning system. Both the systematic literature review and the online survey serve as empirical evidence for the conceptual model. This paper thereby contributes to broadening the academic knowledge on patient positioning in radiotherapy and provides guidance to system designers.

Factors influencing human papillomavirus vaccine uptake among parents and teachers of schoolgirls in Saudi Arabia: a cross-sectional study

Introduction

Cervical cancer is a highly prevalent disease among women worldwide. However, the advent of a vaccine against HPV, the main cause of the disease, has prevented its spread. The acceptability of the HPV vaccine to different sectors of the Saudi community has yet to be clarified. Since parents and teachers are major influencers in the decision-making process of vaccination for HPV, this study aimed to assess the knowledge and attitudes of teachers and parents toward cervical cancer, HPV, and the HPV vaccine, and unraveled the factors that would influence recommending the vaccine.

Methods

A cross sectional study was done among 927 individuals (373 teachers and 356 parents). A newly developed validated questionnaire was used to collect data on knowledge, attitude, and factors influencing cervical cancer, HPV, HPV vaccine. The relationship between different factors with knowledge and attitude were assessed using univariate and multivariate analysis.

Results

Of the study participants, 94% were females, with a median (Interquartile range) age of 38(31-44) years, 12.2% were teachers, 38.7% were parents and 49.1% were parents and teachers. The majority (78.5%) were married, and 75.6% had at least one child. Among those with children, 88.6% had at least one girl, and among those with girls, 72.2% had at least one girl aged between 10 and 18 years. The total median (IQR) knowledge score was 9 [(-5)-(-26)] and the total median (IQR) attitude score was 49 (43-56). The knowledge score significantly increased by receiving postgraduate education, working in the health or education sectors, if a person knew someone diagnosed with cervical cancer, having girls in the age group of 10-18 years, reading about medical issues or having previously heard about the HPV vaccine. The attitude score significantly increased by high knowledge score and decreased if the person has previously diagnosed with cervical cancer.

Conclusion

Physician's recommendation and the amount of information on the HPV vaccine, opinions about vaccines in general, and government decrees are the main factors influencing decision on HPV vaccine Uptake. This study emphasizes the role of healthcare providers, awareness of cervical cancer, HPV and its vaccine, and social status, in favoring vaccine uptake in Saudi Arabia.

STING Agonist Delivered by Neutrophil Membrane-Coated Gold Nanoparticles Exerts Synergistic Tumor Inhibition with Radiotherapy

Radiotherapy (RT) is one of the major treatments for cancers and a promising initiator of immune response. Gold nanoparticles are a promising radiosensitizer. In this study, we sought to optimize the drug delivery efficiency of gold nanoparticles and explore their function in delivering stimulator of interferon genes (STING) agonists with or without RT. Gold nanoparticles covalent to MSA-2 (MSA-Au) were mixed with cRGD-modified neutrophil membranes to obtain M-Au@RGD-NM. We explored the treatment efficiency of M-Au@RGD-NM combined with RT. Immune cell regulation and STING pathway activation were detected. We successfully prepared M-Au@RGD-NM with significant tumor suppression by induction of ROS and the resulting DNA damage. In vivo dynamic imaging showed that M-Au@RGD-NM was mainly targeted to radiated tumors. Tumor-bearing mice showed significant tumor inhibition following a combination therapy. M-Au@RGD-NM significantly activated the STING pathway and regulated the whole-body immune response. Locally radiated tumors showed dendritic cells mature, CD8+ T cells upregulation, and M1 polarization, with systematic immune response demonstrated by CD8+ T cell infiltration in abscopal tumors. In this study, we synthesized M-Au@RGD-NM loading MSA-2. Following characterization, we found that RT-based M-Au@RGD-NM treatment achieved good antitumor effects, tumor RT enhancement, and induction of an immune response via STING activation.

Non-coding RNAs as modulators of radioresponse in triple-negative breast cancer: a systematic review

Triple-negative breast cancer (TNBC), characterized by high invasiveness, is associated with poor prognosis and elevated mortality rates. Despite the development of effective therapeutic targets for TNBC, systemic chemotherapy and radiotherapy (RdT) remain prevalent treatment modalities. One notable challenge of RdT is the acquisition of radioresistance, which poses a significant obstacle in achieving optimal treatment response. Compelling evidence implicates non-coding RNAs (ncRNAs), gene expression regulators, in the development of radioresistance. This systematic review focuses on describing the role, association, and/or involvement of ncRNAs in modulating radioresponse in TNBC. In adhrence to the PRISMA guidelines, an extensive and comprehensive search was conducted across four databases using carefully selected entry terms. Following the evaluation of the studies based on predefined inclusion and exclusion criteria, a refined selection of 37 original research articles published up to October 2023 was obtained. In total, 33 different ncRNAs, including lncRNAs, miRNAs, and circRNAs, were identified to be associated with radiation response impacting diverse molecular mechanisms, primarily the regulation of cell death and DNA damage repair. The findings highlighted in this review demonstrate the critical roles and the intricate network of ncRNAs that significantly modulates TNBC's responsiveness to radiation. The understanding of these underlying mechanisms offers potential for the early identification of non-responders and patients prone to radioresistance during RdT, ultimately improving TNBC survival outcomes.

Global Workforce and Access: Demand, Education, Quality

There has long existed a substantial disparity in access to radiotherapy globally. This issue has only been exacerbated as the growing disparity of cancer incidence between high-income countries (HIC) and low and middle-income countries (LMICs) widens, with a pronounced increase in cancer cases in LMICs. Even within HICs, iniquities within local communities may lead to a lack of access to care. Due to these trends, it is imperative to find solutions to narrow global disparities. This requires the engagement of a diverse cohort of stakeholders, including working professionals, non-governmental organizations, nonprofits, professional societies, academic and training institutions, and industry. This review brings together a diverse group of experts to highlight critical areas that could help reduce the current global disparities in radiation oncology. Advancements in technology and treatment, such as artificial intelligence, brachytherapy, hypofractionation, and digital networks, in combination with implementation science and novel funding mechanisms, offer means for increasing access to care and education globally. Common themes across sections reveal how utilizing these new innovations and strengthening collaborative efforts among stakeholders can help improve access to care globally while setting the framework for the next generation of innovations.

Safe Hypofractionation Amid Diverse Technologies: Using Teamwork to Manage the Complexity

Radiation oncology caregivers worldwide are dedicated to advancing cancer treatment with the ultimate goal of eradicating the disease. Recognizing the inherent complexity of cancer treatment using hypo-fractionation radiotherapy (HFRT), these caregivers are committed to exploring avenues for progress and providing personalized care to each patient. Strong teams and effective workflows are an essential component to implementing safe HFRT. Every patient presents unique challenges, and as a united team of clinical and administrative professionals, radiation oncology care teams strive to drive advancements and streamline complexities in their field, guided by continuous technological innovation.

Challenges and opportunities for early phase clinical trials of novel drug-radiotherapy combinations: recommendations from NRG Oncology, the American Society for Radiation Oncology (ASTRO), the American College of Radiology (ACR), the Sarah Cannon Research Institute, and the American College of Radiation Oncology (ACRO)

NRG Oncology's Developmental Therapeutics and Radiation Therapy Subcommittee assembled an interdisciplinary group of investigators to address barriers to successful early phase clinical trials of novel combination therapies involving radiation. This Policy Review elucidates some of the many challenges associated with study design for early phase trials combining radiotherapy with novel systemic agents, which are distinct from drug-drug combination development and are often overlooked. We also advocate for potential solutions that could mitigate or eliminate some of these barriers, providing examples of specific clinical trial designs that could help facilitate efficient and effective evaluation of novel drug-radiotherapy combinations.

Special Issue: Nanotherapeutics in Women's Health Emerging Nanotechnologies for Triple-Negative Breast Cancer Treatment

Breast cancer appears as the major cause of cancer-related deaths in women, with more than 2 260 000 cases reported worldwide in 2020, resulting in 684 996 deaths. Triple-negative breast cancer (TNBC), characterized by the absence of estrogen, progesterone, and human epidermal growth factor type 2 receptors, represents ≈20% of all breast cancers. TNBC has a highly aggressive clinical course and is more prevalent in younger women. The standard therapy for advanced TNBC is chemotherapy, but responses are often short-lived, with high rate of relapse. The lack of therapeutic targets and the limited therapeutic options confer to individuals suffering from TNBC the poorest prognosis among breast cancer patients, remaining a major clinical challenge. In recent years, advances in cancer nanomedicine provided innovative therapeutic options, as nanoformulations play an important role in overcoming the shortcomings left by conventional therapies: payload degradation and its low solubility, stability, and circulating half-life, and difficulties regarding biodistribution due to physiological and biological barriers. In this integrative review, the recent advances in the nanomedicine field for TNBC treatment, including the novel nanoparticle-, exosome-, and hybrid-based therapeutic formulations are summarized and their drawbacks and challenges are discussed for future clinical applications.

LENAS: Learning-Based Neural Architecture Search and Ensemble for 3-D Radiotherapy Dose Prediction

Radiation therapy treatment planning requires balancing the delivery of the target dose while sparing normal tissues, making it a complex process. To streamline the planning process and enhance its quality, there is a growing demand for knowledge-based planning (KBP). Ensemble learning has shown impressive power in various deep learning tasks, and it has great potential to improve the performance of KBP. However, the effectiveness of ensemble learning heavily depends on the diversity and individual accuracy of the base learners. Moreover, the complexity of model ensembles is a major concern, as it requires maintaining multiple models during inference, leading to increased computational cost and storage overhead. In this study, we propose a novel learning-based ensemble approach named LENAS, which integrates neural architecture search with knowledge distillation for 3-D radiotherapy dose prediction. Our approach starts by exhaustively searching each block from an enormous architecture space to identify multiple architectures that exhibit promising performance and significant diversity. To mitigate the complexity introduced by the model ensemble, we adopt the teacher-student paradigm, leveraging the diverse outputs from multiple learned networks as supervisory signals to guide the training of the student network. Furthermore, to preserve high-level semantic information, we design a hybrid loss to optimize the student network, enabling it to recover the knowledge embedded within the teacher networks. The proposed method has been evaluated on two public datasets: 1) OpenKBP and 2) AIMIS. Extensive experimental results demonstrate the effectiveness of our method and its superior performance to the state-of-the-art methods. Code: github.com/hust-linyi/LENAS.

Computed Tomography Imaging Guided Microenvironment-Responsive Ir@WO3-x Dual-Catalytic Nanoreactor for Selective Radiosensitization

Radiotherapy (RT) is often administered, either alone or in combination with other therapies, for most malignancies. However, the degree of tumor oxygenation, damage to adjacent healthy tissues, and inaccurate guidance remain issues that result in discontinuation or failure of RT. Here, a multifunctional therapeutic platform based on Ir@WO3-x is developed which simultaneously addresses these critical issues above for precision radiosensitization. Ir@WO3-x nanoreactors exhibit strong absorption of X-ray, acting as radiosensitizers. Moreover, ultrasmall Ir enzyme-mimic nanocrystals (NCs) are decorated onto the surface of the nanoreactor, where NCs have catalyst-like activity and are sensitive to H2O2 in the tumor microenvironment (TME) under near infrared-II (NIR-II) light stimulation. They efficiently catalyze the conversion of H2O2 to O2, thereby ameliorating hypoxia, inhibiting the expression of HIF-1α, and enhancing RT-induced DNA damage in cancerous tissue, further improving the efficiency of RT. Additionally, in response to high H2O2 levels in TME, the Ir@WO3-x nanoreactor also exerts peroxidase-like activity, boosting exogenous ROS, which increases oxidative damage and enhances ROS-dependent death signaling. Furthermore, Ir@WO3-x can serve as a high-quality computed tomography contrast agent due to its high X-ray attenuation coefficient and generation of pronounced tumor-tissue contrast. This report highlights the potential of advanced health materials to enhance precision therapeutic modalities.

A nomogram with Nottingham prognostic index for predicting locoregional recurrence in breast cancer patients

Background

The Nottingham prognostic index (NPI) has been shown to negatively impact survival in breast cancer (BC). However, its ability to predict the locoregional recurrence (LRR) of BC remains still unclear. This study aims to determine whether a higher NPI serves as a significant predictor of LRR in BC.

Methods

In total, 238 patients with BC were included in this analysis, and relevant clinicopathological features were collected. Correlation analysis was performed between NPI scores and clinicopathological characteristics. The optimal nomogram model was determined by Akaike information criterion. The accuracy of the model's predictions was evaluated using receiver operating characteristic curves (ROC curves), calibration curves and goodness of fit tests. The clinical application value was assessed through decision curve analysis.

Results

Six significant variables were identified, including age, body mass index (BMI), TNM stage, NPI, vascular invasion, perineural invasion (P<0.05). Two prediction models, namely a TNM-stage-based model and an NPI-based model, were constructed. The area under the curve (AUC) for the TNM-stage- and NPI-based models were 0.843 (0.785,0.901) and 0.830 (0.766,0.893) in training set and 0.649 (0.520,0.778) and 0.728 (0.610,0.846) in validation set, respectively. Both models exhibited good calibration and goodness of fit. The F-measures were 0.761vs 0.756 and 0.556 vs 0.696, respectively. Clinical decision curve analysis showed that both models provided clinical benefits in evaluating risk judgments based on the nomogram model.

Conclusions

a higher NPI is an independent risk factor for predicting LRR in BC. The nomogram model based on NPI demonstrates good discrimination and calibration, offering potential clinical benefits. Therefore, it merits widespread adoption and application.

Acute toxicity patterns and their management after moderate and ultra- hypofractionated radiotherapy for prostate cancer: A prospective cohort study

Objective

Hypofractionation has become the new clinical standard for prostate cancer. We investigated the management of acute toxicity in patients treated with moderate hypofractionation (MHF) or Ultrahypofractionation (UHF).

Methods

In a prospective cohort setting, patients (N=316) received either MHF (20 fractions of 3/3.1 Gy, 5 fractions per week, N=156) or UHF (7 fractions of 6.1 Gy, 3 fractions per week, N=160) to the prostate +/- (base of the) seminal vesicles between 2019 and 2023. UHF was not indicated in case of significant lower urinary tract symptoms (LUTS) or T3b disease. Patient-reported outcomes (PRO) were online distributed at baseline, end of treatment (aiming at last fraction +/- 3 days), 3 months. Acute toxicity rates, management, and associations with baseline factors were analysed using Chi-square test and logistic regression. CTCAE scores (version 5) were calculated.

Results

Treatment for acute urinary complaints was prescribed in 46 % (MHF) and 29 % (UHF). Taking into consideration baseline LUTS, MHF and UHF showed similar rates of PROs and management. Medication for acute gastrointestinal (GI) symptoms was prescribed for 21.1 % (MHF) and 14.1 % (UHF) with more loperamide for diarrhea in MHF (9.0 %) vs UHF (1.9 %, p = 0.005). Grade ≥ 2 (MHF / UHF) was scored in 40 % / 28 % for GI (p = 0.03) and 50 % / 31 % for GU (p < 0.01). PROs for GI reported after last fraction of UHF were significantly worse compared to before last fraction.

Conclusion

UHF was safe with respect to acute toxicity risks in the selected population. MHF is associated with risks of significant diarrhea which needs further investigation. Furthermore, optimal registration of acute toxicity for UHF requires measurements up to 1-2 weeks after the last fraction.

Coverage with evidence development program on stereotactic body radiotherapy in Belgium (2013-2019): a nationwide registry-based prospective study

Background

Although stereotactic body radiotherapy (SBRT) was progressively adopted in clinical practice in Belgium, a reimbursement request in 2011 was not granted because of remaining clinical and economic uncertainty. A coverage with evidence development (CED) program on SBRT started in 2013, with the aim to assess clinical and technical patterns-of-care in Belgium and monitor survival per indication, in view of supporting inclusion in the reimbursement system.

Methods

The Belgian National Institute for Health and Disability Insurance (NIHDI) initiated this prospective observational registry. Participating departments, using SBRT in clinical practice, signed the 'NIHDI convention'. Eligible patients had a primary tumour (PT) or oligometastatic disease (OMD). Patient, tumour, and treatment characteristics were collected through an online module of the Belgian Cancer Registry, prerequisite for financing. Five-year overall survival (5YOS) and 30- and 90-days mortality were primary outcomes, derived from vital status information.

Findings

Between 10/2013 and 12/2019, 20 of the 24 accredited radiotherapy departments participated, 6 were academic. Registered cases per department ranged from 21 to 867. Of 5675 registrations analysed, the majority had good performance status and limited number of lesions. Enrolment of PTs remained stable over time, OMDs almost doubled. Peripheral lung lesions dominated in PTs as in OMDs. Other metastases were (para)spinal, 'non-standard' and hepatic. Thirty- and 90-days mortalities remained below 0.5% [95% CI 0.3%-0.8%] respectively 2.1% [95% CI 1.6%-2.7%]. 5YOS varied by indication, primary prostate patients performing best (85%, 95% CI [76%, 96%]), those with liver metastases worst (19%, 95% CI [15%, 24%]). Better OS was observed in academic departments, department size did not significantly impact survival. OMD survival was better in 2018-19.

Interpretation

CED can be used to define patterns-of-care and real-life outcome of innovative radiotherapy. As the observed survival for different indications was in line with outcome in emerging literature, SBRT was included in the Belgian reimbursement system as of January 2020.

Funding

NIHDI financed participating departments per registered case.

Empowering radiation therapists: The role of an African Community of Practice in developing radiation Therapist education curriculum

Objectives

Supported by the International Atomic Energy Agency (IAEA), the African Regional Cooperative Agreement for Research, Development and Training (AFRA) invited African Member States (MS) with a radiation therapy facility to engage in a 3-day workshop to develop a robust road map for educational standards in radiation therapist (RTT) training. The aim of the paper was to make recommendations of how the African MS could drive forward high educational standards in RTT training and education in Africa.

Methods

A pre-workshop survey was developed and sent to the participants to gather background information on each MS's national RTT training standards. An online survey was sent to all African MS with a radiation therapy facility. Two international RTT education-training experts were tasked by the IAEA to support and facilitate the workshop, which consisted of presentations and discussions around the current RTT training schemes in African MS and aspects of modern training methodology. The agenda of the workshop was structured with the aim to simulate discussions on RTT education and training standards among participants from African MS.

Results

Sixteen African MS completed the pre-workshop survey. The median number of radiotherapy centres within a MS was 3 (range 1--15). All MS provided two-dimensional radiation therapy services as a minimum while 75 % (12/16) MS could offer three-dimensional conformal radiation therapy service. Thirty-eight percent (6/16) reported that they had no radiation therapy machine service maintenance contracts with vendors and 56 % (9/16) MS had no biomedical engineers on site for unplanned and planned machine maintenance. The median number of RTTs at national level among MS was 23 (range 7-73). Fifty-six percent (9/16) MS had a RTT specific national training programme with 75 % (12/16) MS having clinical attachments for 6 months or more. Representatives from 12 African MS attended the AFRA workshop. An African Community of Practice (CoP) in developing Education Curriculum for RTT was established as an outcome of the workshop with the aim to facilitate knowledge exchange and drive quality initiatives among participating African MS. Four work streams were proposed to form the CoP: RTT academic qualifications, core competencies in RTT education and training, RTT education faculty composition and peer review process in RTT education curricula among African MS.

Conclusion

By fostering collaboration, sharing knowledge, and advocating for improved policies, the African COP in developing Education Curriculum for RTT can make significant strides toward developing a RTT education curriculum that not only meets the unique challenges of the African continent but also aligns with global standards.

Toward Expanded Access to Cancer Care With Cost Awareness: An Optimization Modeling Analysis of Rwanda

PURPOSE

Cancers are a growing cause of mortality especially in low- and middle-income countries in Africa. Rwanda is no exception. Two cancer centers currently provide care to the public, but there are both political and human interest in expanding access to tertiary cancer care. Improved geographic access could lead to both better patient outcomes and a better understanding of the existing cancer burden across Rwanda.

METHODS

To identify cost-aware ways of expanding geographic access, we adopt an optimization approach and identify expansion plans that minimize the average travel time to a cancer center across the country while remaining under a given monetary budget.

RESULTS

Three additional hospitals could reduce average travel times by 40%, with the largest decrease in travel times observed in populations with long travel times. However, such an expansion would require a 50% increase in the number of in-country oncologists. We find that oncologist scarcity, as opposed to monetary constraints, is likely to be a limiting factor for improved access to cancer care.

CONCLUSION

We present an array of expansion plans and suggest that further modeling approaches that incorporate oncologist scarcity can help deliver better policy recommendations.