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A Critical Look at Heavy Ion Beam Irradiation for Vaccine Development. 批判性看待重离子束辐照疫苗开发。
Q3 Medicine Pub Date : 2024-06-01 DOI: 10.31661/jbpe.v0i0.2405-1765
Payman Rafiepour, Seyed Mohammad Javad Mortazavi, Lembit Sihver

Recent studies offer valuable insights into viral inactivation for vaccine development. Schulze et al. have demonstrated the potential of heavy ion beam irradiation to create effective vaccines, which is particularly relevant in the context of airborne pandemics. Notably, the success in immunizing mice via intranasal administration with the inactivated influenza virus is encouraging, especially given the genetic similarities between influenza and SARS-CoV-2. However, the study raises important considerations. While heavy ion treatment shows advantages, there are concerns about viral inactivation completeness and the potential for surviving viruses, albeit at extremely low levels. Prolonged irradiation times and the risk of selective pressure leading to the evolution of resistant variants are highlighted. Biosafety concerns regarding accidental lab escape of resistant strains are crucial, emphasizing the need for caution during experiments. Moreover, limitations in Monte Carlo simulations of virus irradiation are discussed, pointing out the need for more comprehensive studies to assess the impact of secondary particles on virus inactivation under realistic irradiation conditions. Given these considerations, while the study presents a promising approach for vaccine development, further research is essential to address potential drawbacks and optimize the method for safe and effective application.

最近的研究为疫苗开发中的病毒灭活提供了宝贵的见解。Schulze 等人证明了重离子束辐照在制造有效疫苗方面的潜力,这与空气传播的大流行病尤其相关。值得注意的是,通过鼻内注射灭活流感病毒对小鼠进行免疫的成功令人鼓舞,特别是考虑到流感和 SARS-CoV-2 在基因上的相似性。不过,这项研究也提出了一些重要的考虑因素。虽然重离子处理显示出优势,但病毒灭活的彻底性和病毒存活的可能性(尽管水平极低)也令人担忧。延长辐照时间以及选择性压力导致耐药变种进化的风险也得到了强调。耐药菌株在实验室意外逃逸的生物安全问题至关重要,这强调了在实验过程中谨慎行事的必要性。此外,还讨论了蒙特卡洛病毒辐照模拟的局限性,指出需要进行更全面的研究,以评估二次粒子在实际辐照条件下对病毒灭活的影响。鉴于这些考虑因素,虽然该研究为疫苗开发提供了一种前景广阔的方法,但进一步的研究对于解决潜在的缺陷和优化该方法以实现安全有效的应用至关重要。
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引用次数: 0
Investigating the Expression Levels of Bax and Bcl-2 Genes in Peripheral Blood Lymphocytes of Industrial Radiation Workers in the Asaluyeh Region. 调查阿萨卢耶地区工业辐射工人外周血淋巴细胞中 Bax 和 Bcl-2 基因的表达水平
Q3 Medicine Pub Date : 2024-06-01 DOI: 10.31661/jbpe.v0i0.2305-1620
Omid Keshavarzi, Gholamhassan Haddadi, Reza Fardid, Masoud Haghani, Tahereh Kalantari, Azadeh Namdari

Background: Industrial radiography uses gamma or X-ray radionuclide sources to investigate the safety of industrial materials. Industrial radiation workers receive the highest occupational radiation doses.

Objective: The present study investigates the relationship between Bax and Bcl-2 gene expression variables in industrial radiation workers.

Material and methods: In this case-control study, data was collected using blood sampling from 40 workers, including two groups of non-radiation and radiation workers employed at the location. Expression levels of Bax and Bcl-2 genes were assessed in the laboratory. The environmental and absorbed doses of workers were measured using environmental and pen dosimeters.

Results: Statistical analysis showed that the radiation group's Bcl-2 gene expression level was significantly higher. Findings also demonstrated a correlation between Bcl-2 gene expression and the number of workdays. Also, the Bax gene expression did not show a significant change, and the expression ratio of Bax/Bcl-2 was insignificant in the two groups.

Conclusion: Exposure to low doses of radiation could promote an adaptive response in cells by increasing Bcl-2 gene expression.

背景:工业射线摄影使用伽马或 X 射线放射性核素源来检测工业材料的安全性。工业放射工作人员接受的职业辐射剂量最高:本研究调查了工业辐射工人中 Bax 和 Bcl-2 基因表达变量之间的关系:在这项病例对照研究中,通过对 40 名工人(包括在该地点工作的非辐射工人和辐射工人两组)进行血液采样收集数据。在实验室中对 Bax 和 Bcl-2 基因的表达水平进行了评估。使用环境剂量计和笔式剂量计测量了工人的环境剂量和吸收剂量:统计分析显示,辐射组的 Bcl-2 基因表达水平明显更高。研究结果还表明,Bcl-2 基因表达与工作天数有关。此外,Bax 基因的表达在两组中没有明显变化,Bax/Bcl-2 的表达比也不显著:结论:低剂量辐射可通过增加 Bcl-2 基因的表达促进细胞的适应性反应。
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引用次数: 0
Thyroid Cancer in Regions Most Contaminated after the Chernobyl Disaster. 切尔诺贝利灾难后受污染最严重地区的甲状腺癌。
Q3 Medicine Pub Date : 2024-06-01 DOI: 10.31661/jbpe.v0i0.2402-1722
Marek K Janiak, Grzegorz Kamiński

Exposure to ionizing radiation, especially during childhood, is a well-established risk factor for thyroid cancer. Following the 1986 Chernobyl nuclear power plant accident the total number of cases of thyroid cancer registered between 1991 and 2015 in males and females who were less than 18 years old exceeded 19,000 (in Belarus and Ukraine, and in the most contaminated oblasts of the Russian Federation). However, as indicated by the United Nations Scientific Committee on the Effects of Atomic Radiation the fraction of the incidence of thyroid cancer attributable to radiation exposure among the non-evacuated residents of the contaminated regions of Belarus, Ukraine and Russia is of the order of 0.25. Apparently, the increased registration of thyroid neoplasms in the parts of these countries is a classical 'screening effect', i.e., massive diagnostic examinations of the risk-aware populations performed with modern eqipment resulting in detection of many occult neoplasms (incidentalomas). Moreover, one type of thyroid cancer previously called 'encapsulated follicular variant of papillary thyroid carcinoma' is non-invasive and instead of 'carcinoma' should now be recognized as 'noninvasive follicular thyroid neoplasm with papillary-like nuclear features.' Other potential causes of overdiagnosing of thyroid tumors include increase of the spontaneous incidence rate of this disease with age, iodine deficiency among children from Belarus, Russia and Ukraine, and/or consumption by these children of drinking water containing high levels of nitrates that likely coincides with the carcinogenic effect of radiation on the thyroid gland.

接触电离辐射,尤其是在儿童时期接触电离辐射,是甲状腺癌的一个公认风险因素。1986 年切尔诺贝利核电站事故发生后,1991 年至 2015 年期间登记的 18 岁以下男性和女性甲状腺癌病例总数超过 19 000 例(在白俄罗斯和乌克兰,以及俄罗斯联邦受污染最严重的各州)。然而,正如联合国原子辐射影响问题科学委员会所指出的,在白俄罗斯、乌克兰和俄罗斯受污染地区的非疏散居民中,可归因于辐照的甲状腺癌发病率约为 0.25。显然,在这些国家的部分地区,甲状腺肿瘤登记率的上升是一种典型的 "筛查效应",即使用现代设备对具有风险意识的人群进行大规模诊断检查,结果发现了许多隐匿性肿瘤(偶发瘤)。此外,一种以前被称为 "甲状腺乳头状癌的包膜滤泡变异型 "的甲状腺癌是非侵袭性的,现在应将其称为 "具有乳头状核特征的非侵袭性甲状腺滤泡肿瘤",而不是 "癌"。造成甲状腺肿瘤过度诊断的其他潜在原因包括:随着年龄的增长,该疾病的自发发病率也会增加;白俄罗斯、俄罗斯和乌克兰儿童缺碘,以及/或这些儿童饮用了含有大量硝酸盐的饮用水,而这种饮用水很可能与辐射对甲状腺的致癌作用相吻合。
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引用次数: 0
Professor John Roderick Cameron's Influence on Radiation Safety in Terrestrial and Space Environments. 约翰-罗德里克-卡梅伦教授对地面和太空环境辐射安全的影响。
Q3 Medicine Pub Date : 2024-06-01 DOI: 10.31661/jbpe.v0i0.2405-1767
Joseph John Bevelacqua, Seyed Ali Reza Mortazavi, Seyed Mohammad Javad Mortazavi, James Welsh

Professor John Roderick Cameron (1922-2005) stands out as a trailblazer in the field of medical physics, whose innovative work has deeply influenced radiation protection and the broader medical radiation field through sound technical judgment and insight. Best known for inventing the bone densitometry device, his pioneering efforts have reshaped modern medical practices far beyond his initial breakthroughs. Cameron's explorations extended into the realms of space biomedical science and models of terrestrial radiation, areas where his insights continue to resonate today. As the Emeritus Professor of Medical Physics at the University of Wisconsin-Madison and a founding member of the American Association of Physicists in Medicine, Cameron laid crucial groundwork for safety standards in environments with high natural radiation levels. His leadership was instrumental in advancing thermoluminescence dosimetry, radiation measurement, and image quality assurance, driving progress in both academia and clinical practices. Moreover, through establishing Medical Physics Publishing, Cameron played a pivotal role in spreading vital research and educational materials across the fields of health physics and medical physics. This commentary reflects on Cameron's far-reaching contributions, highlighting his critical work in space radiation research and terrestrial radiation models-key to the future of interplanetary travel and potential human settlement on planets like Mars. His research in areas of high background radiation, like Ramsar, Iran, has been fundamental in developing strategies for biological protection in space, which are essential for ensuring astronaut safety during long-duration space missions. We honor Professor Cameron's profound legacy, celebrating his visionary spirit and the lasting impact of his contributions on generations of scientists in radiation science.

约翰-罗德里克-卡梅隆教授(1922-2005 年)是医学物理学领域的开拓者,他的创新工作通过合理的技术判断和洞察力,对辐射防护和更广泛的医疗辐射领域产生了深远影响。他因发明骨密度测量仪而闻名于世,但他的开创性工作对现代医学实践的重塑远远超出了他最初的突破。卡梅伦的探索延伸到了太空生物医学和陆地辐射模型领域,他的见解至今仍在这些领域引起共鸣。作为威斯康星大学麦迪逊分校医学物理学名誉教授和美国医学物理学家协会的创始成员,卡梅隆为高天然辐射环境中的安全标准奠定了重要基础。他在推动热释光剂量学、辐射测量和图像质量保证方面发挥了重要作用,推动了学术界和临床实践的进步。此外,通过建立医学物理出版社,卡梅伦在传播健康物理和医学物理领域的重要研究和教育材料方面发挥了关键作用。这篇评论回顾了卡梅伦意义深远的贡献,重点介绍了他在太空辐射研究和陆地辐射模型方面的重要工作--这些工作对未来的星际旅行和人类在火星等行星上的潜在定居至关重要。他在伊朗拉姆萨尔等高本底辐射地区的研究对于制定太空生物保护战略至关重要,而这些战略对于确保宇航员在长期太空任务中的安全至关重要。我们向卡梅隆教授留下的深厚遗产致敬,颂扬他的远见卓识和他的贡献对辐射科学领域几代科学家的持久影响。
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引用次数: 0
A Framework for Neonatal Prematurity Information System Development Based on a Systematic Review on Current Registries: An Original Research. 基于当前登记系统回顾的新生儿早产信息系统开发框架:一项原创性研究。
Q3 Medicine Pub Date : 2024-04-01 DOI: 10.31661/jbpe.v0i0.2105-1345
Shahrbanoo Pahlevanynejad, Navid Danaee, Reza Safdari

Background: Registries are regarded as a just valuable fount of data on determining neonates suffering prematurity or low birth weight (LBW), ameliorating provided care, and developing studies.

Objective: This study aimed to probe the studies, including premature infants' registries, adapt the needed minimum data set, and provide an offered framework for premature infants' registries.

Material and methods: For this descriptive study, electronic databases including PubMed, Scopus, Web of Science, ProQuest, and Embase/Medline were searched. In addition, a review of gray literature was undertaken to identify relevant studies in English on current registries and databases. Screening of titles, abstracts, and full texts was conducted independently based on PRISMA guidelines. The basic registry information, scope, registry type, data source, the purpose of the registry, and important variables were extracted and analyzed.

Results: Fifty-six papers were qualified and contained in the process that presented 51 systems and databases linked in prematurity at the popular and government levels in 34 countries from 1963 to 2017. As a central model of the information management system and knowledge management, a prematurity registry framework was offered based on data, information, and knowledge structure.

Conclusion: To the best of our knowledge, this is a comprehensive study that has systematically reviewed prematurity-related registries. Since there are international standards to develop new registries, the proposed framework in this article can be beneficial too. This framework is essential not only to facilitate the prematurity registry design but also to help the collection of high-value clinical data necessary for the acquisition of better clinical knowledge.

背景:早产儿登记被认为是确定早产或低出生体重(LBW)新生儿、改善护理和开展研究的宝贵数据来源:本研究旨在探究包括早产儿登记在内的各项研究,调整所需的最低数据集,并为早产儿登记提供一个框架:在这项描述性研究中,检索了包括 PubMed、Scopus、Web of Science、ProQuest 和 Embase/Medline 在内的电子数据库。此外,还查阅了灰色文献,以确定与当前登记处和数据库相关的英文研究。根据 PRISMA 指南独立筛选了标题、摘要和全文。提取并分析了基本登记信息、范围、登记类型、数据来源、登记目的和重要变量:有 56 篇论文符合条件并被收录,这些论文介绍了 1963 年至 2017 年间 34 个国家的 51 个与早产儿相关的民众和政府层面的系统和数据库。作为信息管理系统和知识管理的核心模型,提供了一个基于数据、信息和知识结构的早产儿登记框架:据我们所知,这是一项系统回顾早产儿相关登记的全面研究。由于在建立新登记处方面已经有了国际标准,因此本文提出的框架也是有益的。该框架不仅对促进早产儿登记处的设计至关重要,而且有助于收集必要的高价值临床数据,从而获得更好的临床知识。
{"title":"A Framework for Neonatal Prematurity Information System Development Based on a Systematic Review on Current Registries: An Original Research.","authors":"Shahrbanoo Pahlevanynejad, Navid Danaee, Reza Safdari","doi":"10.31661/jbpe.v0i0.2105-1345","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2105-1345","url":null,"abstract":"<p><strong>Background: </strong>Registries are regarded as a just valuable fount of data on determining neonates suffering prematurity or low birth weight (LBW), ameliorating provided care, and developing studies.</p><p><strong>Objective: </strong>This study aimed to probe the studies, including premature infants' registries, adapt the needed minimum data set, and provide an offered framework for premature infants' registries.</p><p><strong>Material and methods: </strong>For this descriptive study, electronic databases including PubMed, Scopus, Web of Science, ProQuest, and Embase/Medline were searched. In addition, a review of gray literature was undertaken to identify relevant studies in English on current registries and databases. Screening of titles, abstracts, and full texts was conducted independently based on PRISMA guidelines. The basic registry information, scope, registry type, data source, the purpose of the registry, and important variables were extracted and analyzed.</p><p><strong>Results: </strong>Fifty-six papers were qualified and contained in the process that presented 51 systems and databases linked in prematurity at the popular and government levels in 34 countries from 1963 to 2017. As a central model of the information management system and knowledge management, a prematurity registry framework was offered based on data, information, and knowledge structure.</p><p><strong>Conclusion: </strong>To the best of our knowledge, this is a comprehensive study that has systematically reviewed prematurity-related registries. Since there are international standards to develop new registries, the proposed framework in this article can be beneficial too. This framework is essential not only to facilitate the prematurity registry design but also to help the collection of high-value clinical data necessary for the acquisition of better clinical knowledge.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11016830/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140858724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characterization and Evaluation of Nano-niosomes Encapsulating Docetaxel against Human Breast, Pancreatic, and Pulmonary Adenocarcinoma Cancer Cell Lines. 包裹多西他赛的纳米生物体对人类乳腺癌、胰腺癌和肺腺癌细胞株的表征和评估
Q3 Medicine Pub Date : 2024-04-01 DOI: 10.31661/jbpe.v0i0.2401-1708
Mohammadreza Ajdari, Aliyeh Ranjbar, Khashayar Karimian, Maryam Karimi, Hossein Heli, Naghmeh Sattarahmady

Background: Docetaxel (DXL) is an antineoplastic agent for cancer treatment, the therapeutic efficiency of which is limited due to low solubility, hydrophobicity, and tissue specificity.

Objective: In this study, nano-niosomes were introduced for improving therapeutic index of DXL.

Material and methods: In this experimental study, two nano-niosomes were synthesized using Span 20® and Span 80® and a thin film hydration method with DXL loading (DXL-Span20 and DXL-Span80). Characterization, in-vitro cytotoxicity and bioavailability of the nano-niosomes was also evaluated via in-vivo experiments.

Results: DXL-Span20 and DXL-Span80 have vesicles size in a range of 84-90 nm and negative zeta potentials. DXL entrapment efficiencies were obtained as 69.6 and 74.0% for DXL-Span20 and DXL-Span80, respectively; with an in-vitro sustained release patterns. Cytotoxicity assays were performed against MDA-MB-231, Calu-6, and AsPC-1 cell lines, and the results indicated that DXL loading into nano-niosomes led to decrement in values of half-maximal inhibitory concentration (IC50) at least 2.5 times and at most 6.5 times, compared to free DXL. Moreover, the rat blood bioavailability of DXL after intraperitoneal administration and the pharmacokinetic parameters indicated higher DXL plasma level and the higher effectiveness of DXL-Span80 compared to DXL-Span20.

Conclusion: Carrying DXL by the nano-niosomes led to enhanced cytotoxicity (and lower IC50 values) and higher efficacy with enhanced pharmacokinetic parameters.

背景:多西他赛(DXL)是一种用于癌症治疗的抗肿瘤药物:多西他赛(DXL)是一种治疗癌症的抗肿瘤药物,由于溶解度低、疏水性和组织特异性,其治疗效率受到限制:材料与方法:本研究引入了纳米生物体,以提高 DXL 的治疗指数:在这项实验研究中,使用 Span 20® 和 Span 80®,并采用薄膜水合法合成了两种纳米生物体,其中含有 DXL(DXL-Span20 和 DXL-Span80)。还通过体内实验评估了纳米生物体的特性、体外细胞毒性和生物利用度:结果:DXL-Span20 和 DXL-Span80 的囊泡大小在 84-90 nm 之间,zeta 电位为负。DXL-Span20和DXL-Span80的DXL夹带效率分别为69.6%和74.0%,具有体外持续释放模式。对 MDA-MB-231、Calu-6 和 AsPC-1 细胞系进行了细胞毒性试验,结果表明,与游离 DXL 相比,将 DXL 加入纳米生物体可使半数最大抑制浓度(IC50)降低至少 2.5 倍,最多 6.5 倍。此外,大鼠腹腔给药后 DXL 的血液生物利用度和药代动力学参数表明,与 DXL-Span20 相比,DXL-Span80 的 DXL 血浆水平更高,药效更强:结论:纳米生物体携带 DXL 可增强细胞毒性(降低 IC50 值),提高药效,改善药代动力学参数。
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引用次数: 0
Improving Accuracy of Intravoxel Incoherent Motion Reconstruction using Kalman Filter in Combination with Neural Networks: A Simulation Study. 使用卡尔曼滤波器结合神经网络提高象素内不连贯运动重构的准确性:模拟研究。
Q3 Medicine Pub Date : 2024-04-01 DOI: 10.31661/jbpe.v0i0.2104-1313
Sam Sharifzadeh Javidi, Reza Ahadi, Hamidreza Saligheh Rad

Background: The intravoxel Incoherent Motion (IVIM) model extracts perfusion map and diffusion coefficient map using diffusion-weighted imaging. The main limitation of this model is inaccuracy in the presence of noise.

Objective: This study aims to improve the accuracy of IVIM output parameters.

Material and methods: In this simulated and analytical study, the Kalman filter is applied to reject artifact and measurement noise. The proposed method purifies the diffusion coefficient from blood motion and noise, and then an artificial neural network is deployed in estimating perfusion parameters.

Results: Based on the T-test results, however, the estimated parameters of the conventional method were significantly different from actual values, those of the proposed method were not substantially different from actual. The accuracy of f and D* also was improved by using Artificial Neural Network (ANN) and their bias was minimized to 4% and 12%, respectively.

Conclusion: The proposed method outperforms the conventional method and is a promising technique, leading to reproducible and valid maps of D, f, and D*.

背景体细胞内不连贯运动(IVIM)模型利用扩散加权成像提取灌注图和扩散系数图。该模型的主要局限是在存在噪声的情况下不准确:本研究旨在提高 IVIM 输出参数的准确性:在这项模拟和分析研究中,卡尔曼滤波器被用于剔除伪影和测量噪声。所提出的方法将扩散系数从血液运动和噪声中净化出来,然后利用人工神经网络估算灌注参数:结果:根据 T 检验结果,传统方法估算的参数与实际值有显著差异,而建议方法估算的参数与实际值无显著差异。通过使用人工神经网络(ANN),f 和 D* 的准确性也得到了提高,其偏差分别降至 4% 和 12%:结论:所提出的方法优于传统方法,是一种很有前途的技术,可以得到可重复的、有效的 D、f 和 D* 地图。
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引用次数: 0
A Novel Treatment Planning Design for Intraoperative Electron Radiation Therapy (IOERT) using an Electronic Board. 一种使用电子板的术中电子放射治疗(IOERT)的新治疗计划设计
Q3 Medicine Pub Date : 2024-04-01 DOI: 10.31661/jbpe.v0i0.2109-1405
Zahra Pouyanrad, Mojtaba Shamsaei Zafarghandi, Saeed Setayeshi

Background: Intraoperative Irradiation Therapy (IORT) refers to the delivery of radiation during surgery and needs the computed- thickness of the target as one of the most significant factors.

Objective: This paper aimed to compute target thickness and design a radiation pattern distributing the irradiation uniformly throughout the target.

Material and methods: The Monte Carlo code was used to simulate the experimental setup in this simulation study. The electron flux variations on an electronic board's metallic layer were studied for different thicknesses of the target tissue and validated with experimental data of the electronic board.

Results: Based on the electron number for different Poly Methyl Methacrylate (PMMA) phantom thicknesses at various energies, 6 MeV electrons are suitable to determine the target thickness. Uniformity in radiation and corresponding time for each target were investigated. The iso-dose and percentage depth dose curves show that higher energies are suitable for treatment and distribute uniform radiation throughout the target. Increasing the phantom thickness leads to rising radiation time based on the radiation time corresponding to these energies. The tissue thickness of each section is determined, and the radiation time is managed by scanning the target.

Conclusion: Calculation of the thickness of the remaining tissue and irradiation time are needed after incomplete tumor removal in IORT for various remaining tissues. The patients should be protected from overexposure to uniform irradiation of tissues since the radiation dose is prescribed and checked by an oncologist.

背景:术中放射治疗(IORT)是指在手术过程中进行放射治疗,需要计算靶的厚度作为最重要的因素之一。目的:计算靶材厚度,设计均匀照射靶材的辐射模式。材料与方法:采用蒙特卡罗程序对实验装置进行模拟。研究了不同靶组织厚度下电子板金属层上电子通量的变化规律,并用电子板的实验数据进行了验证。结果:基于不同能量下不同聚甲基丙烯酸甲酯(PMMA)幻体厚度的电子数,6 MeV电子适合用于确定目标厚度。研究了每个目标的辐射均匀性和对应时间。等剂量和百分比深度剂量曲线表明,较高的能量适合于治疗,并且在整个目标中分布均匀的辐射。根据这些能量对应的辐射时间,增加模体厚度导致辐射时间上升。确定每个切片的组织厚度,并通过扫描目标来管理辐射时间。结论:IORT中各种残余组织不完全切除后,需要计算残余组织的厚度和照射时间。由于放射剂量是由肿瘤学家规定和检查的,因此应保护患者避免过度暴露于组织的均匀照射下。
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引用次数: 0
Impact of Dose Calculation Algorithms and Radiobiological Parameters on Prediction of Cardiopulmonary Complications in Left Breast Radiation Therapy. 剂量计算公式和放射生物学参数对左乳房放射治疗心肺并发症预测的影响
Q3 Medicine Pub Date : 2024-04-01 DOI: 10.31661/jbpe.v0i0.2305-1616
Niloofar Kargar, Ahad Zeinali, Mikaeil Molazadeh

Background: Breast cancer requires evaluating treatment plans using dosimetric and biological parameters. Considering radiation dose distribution and tissue response, healthcare professionals can optimize treatment plans for better outcomes.

Objective: This study aimed to evaluate the effects of the different Dose Calculation Algorithms (DCAs) and Biologically Model-Related Parameters (BMRPs) on the prediction of cardiopulmonary complications due to left breast radiotherapy.

Material and methods: In this practical study, the treatment plans of 21 female patients were simulated in the Monaco Treatment Planning System (TPS) with a prescribed dose of 50 Gy in 25 fractions. Dose distribution was extracted using the three DCAs [Pencil Beam (PB), Collapsed Cone (CC), and Monte Carlo (MC)]. Cardiopulmonary complications were predicted by Normal Tissue Complication Probability (NTCP) calculations using different dosimetric and biological parameters. The Lyman-Kutcher-Burman (LKB) and Relative-Seriality (RS) models were used to calculate NTCP. The endpoint for NTCP calculation was pneumonitis, pericarditis, and late cardiac mortality. The ANOVA test was used for statistical analysis.

Results: In calculating Tumor Control Probability (TCP), a statistically significant difference was observed between the results of DCAs in the Poisson model. The PB algorithm estimated NTCP as less than others for all Pneumonia BMRPs.

Conclusion: The impact of DCAs and BMRPs differs in the estimation of TCP and NTCP. DCAs have a stronger influence on TCP calculation, providing more effective results. On the other hand, BMRPs are more effective in estimating NTCP. Consequently, parameters for radiobiological indices should be cautiously used s to ensure the appropriate consideration of both DCAs and BMRPs.

背景:乳腺癌需要利用剂量学和生物学参数来评估治疗方案。考虑到辐射剂量分布和组织反应,医护人员可以优化治疗方案,以获得更好的疗效:本研究旨在评估不同剂量计算公式(DCA)和生物模型相关参数(BMRP)对左乳腺放疗心肺并发症预测的影响:在这项实际研究中,21 名女性患者的治疗计划在摩纳哥治疗计划系统 (TPS) 中进行了模拟,规定剂量为 50 Gy,分 25 次进行。使用三种DCA[铅笔光束(PB)、塌陷锥体(CC)和蒙特卡洛(MC)]提取剂量分布。心肺并发症是通过正常组织并发症概率(NTCP)计算,使用不同的剂量学和生物学参数进行预测的。莱曼-库彻-伯曼(LKB)和相对序列(RS)模型被用来计算NTCP。计算 NTCP 的终点是肺炎、心包炎和晚期心脏病死亡率。统计分析采用方差分析:结果:在计算肿瘤控制概率(TCP)时,泊松模型中的DCA结果之间存在显著的统计学差异。在所有肺炎 BMRP 中,PB 算法估计的 NTCP 均小于其他算法:结论:DCA 和 BMRP 对估计 TCP 和 NTCP 的影响不同。DCA 对 TCP 计算的影响更大,能提供更有效的结果。另一方面,BMRP 在估算 NTCP 时更为有效。因此,应谨慎使用放射生物学指数参数,以确保适当考虑 DCAs 和 BMRP。
{"title":"Impact of Dose Calculation Algorithms and Radiobiological Parameters on Prediction of Cardiopulmonary Complications in Left Breast Radiation Therapy.","authors":"Niloofar Kargar, Ahad Zeinali, Mikaeil Molazadeh","doi":"10.31661/jbpe.v0i0.2305-1616","DOIUrl":"https://doi.org/10.31661/jbpe.v0i0.2305-1616","url":null,"abstract":"<p><strong>Background: </strong>Breast cancer requires evaluating treatment plans using dosimetric and biological parameters. Considering radiation dose distribution and tissue response, healthcare professionals can optimize treatment plans for better outcomes.</p><p><strong>Objective: </strong>This study aimed to evaluate the effects of the different Dose Calculation Algorithms (DCAs) and Biologically Model-Related Parameters (BMRPs) on the prediction of cardiopulmonary complications due to left breast radiotherapy.</p><p><strong>Material and methods: </strong>In this practical study, the treatment plans of 21 female patients were simulated in the Monaco Treatment Planning System (TPS) with a prescribed dose of 50 Gy in 25 fractions. Dose distribution was extracted using the three DCAs [Pencil Beam (PB), Collapsed Cone (CC), and Monte Carlo (MC)]. Cardiopulmonary complications were predicted by Normal Tissue Complication Probability (NTCP) calculations using different dosimetric and biological parameters. The Lyman-Kutcher-Burman (LKB) and Relative-Seriality (RS) models were used to calculate NTCP. The endpoint for NTCP calculation was pneumonitis, pericarditis, and late cardiac mortality. The ANOVA test was used for statistical analysis.</p><p><strong>Results: </strong>In calculating Tumor Control Probability (TCP), a statistically significant difference was observed between the results of DCAs in the Poisson model. The PB algorithm estimated NTCP as less than others for all Pneumonia BMRPs.</p><p><strong>Conclusion: </strong>The impact of DCAs and BMRPs differs in the estimation of TCP and NTCP. DCAs have a stronger influence on TCP calculation, providing more effective results. On the other hand, BMRPs are more effective in estimating NTCP. Consequently, parameters for radiobiological indices should be cautiously used s to ensure the appropriate consideration of both DCAs and BMRPs.</p>","PeriodicalId":38035,"journal":{"name":"Journal of Biomedical Physics and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11016826/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140865339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Grading of Gliomas by Contrast-Enhanced CT Radiomics Features. 通过对比增强 CT 放射组学特征对胶质瘤进行分级。
Q3 Medicine Pub Date : 2024-04-01 DOI: 10.31661/jbpe.v0i0.2306-1628
Mohammad Maskani, Samaneh Abbasi, Hamidreza Etemad-Rezaee, Hamid Abdolahi, Amir Zamanpour, Alireza Montazerabadi

Background: Gliomas, as Central Nervous System (CNS) tumors, are greatly common with 80% of malignancy. Treatment methods for gliomas, such as surgery, radiation therapy, and chemotherapy depend on the grade, size, location, and the patient's age.

Objective: This study aimed to quantify glioma based on the radiomics analysis and classify its grade into High-grade Glioma (HGG) or Low-grade Glioma (LGG) by various machine-learning methods using contrast-enhanced brain Computerized Tomography (CT) scans.

Material and methods: This retrospective study involved acquiring and segmenting data, selecting and extracting features, classifying, analyzing, and evaluating classifiers. The study included a total of 62 patients (31 with LGG and 31 with HGG). The tumors were segmented by an experienced CT-scan technologist with 3D slicer software. A total of 14 shape features, 18 histogram-based features, and 75 texture-based features were computed. The Area Under the Curve (AUC) and Receiver Operating Characteristic Curve (ROC) were used to evaluate and compare classification models.

Results: A total of 13 out of 107 features were selected to differentiate between LGGs and HGGs and to perform various classifier algorithms with different cross-validations. The best classifier algorithm was linear-discriminant with 93.5% accuracy, 96.77% sensitivity, 90.3% specificity, and 0.98% AUC in the differentiation of LGGs and HGGs.

Conclusion: The proposed method can identify LGG and HGG with 93.5% accuracy, 96.77% sensitivity, 90.3% specificity, and 0.98% AUC, leading to the best treatment for glioma patients by using CT scans based on radiomics analysis.

背景:神经胶质瘤是中枢神经系统(CNS)肿瘤中的常见病,占恶性肿瘤的80%。胶质瘤的治疗方法,如手术、放疗和化疗,取决于胶质瘤的分级、大小、位置和患者的年龄:本研究旨在通过对比增强脑部计算机断层扫描(CT),基于放射组学分析对胶质瘤进行量化,并通过各种机器学习方法将其分级为高级别胶质瘤(HGG)或低级别胶质瘤(LGG):这项回顾性研究包括获取和分割数据、选择和提取特征、分类、分析和评估分类器。研究共包括 62 名患者(31 名 LGG 患者和 31 名 HGG 患者)。肿瘤由一名经验丰富的 CT 扫描技术专家使用三维切片软件进行分割。共计算出 14 个形状特征、18 个直方图特征和 75 个纹理特征。采用曲线下面积(AUC)和接收者工作特征曲线(ROC)对分类模型进行评估和比较:结果:在 107 个特征中,共选择了 13 个特征来区分 LGGs 和 HGGs,并使用不同的交叉验证来执行各种分类算法。最佳分类算法是线性判别法,在区分LGGs和HGGs方面的准确率为93.5%,灵敏度为96.77%,特异性为90.3%,AUC为0.98%:结论:所提出的方法能以 93.5% 的准确率、96.77% 的灵敏度、90.3% 的特异性和 0.98% 的 AUC 识别 LGG 和 HGG,从而在放射组学分析的基础上利用 CT 扫描为胶质瘤患者提供最佳治疗。
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引用次数: 0
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Journal of Biomedical Physics and Engineering
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