International Journal of Radiation Biology最新文献

{"title":"The delayed effects of acute radiation exposure (DEARE): characteristics, mechanisms, animal models, and promising medical countermeasures.","authors":"Tong Wu, Christie M Orschell","doi":"10.1080/09553002.2023.2187479","DOIUrl":"10.1080/09553002.2023.2187479","url":null,"abstract":"<p><strong>Purpose: </strong>Terrorist use of nuclear weapons and radiation accidents put the human population at risk for exposure to life-threatening levels of radiation. Victims of lethal radiation exposure face potentially lethal acute injury, while survivors of the acute phase are plagued with chronic debilitating multi-organ injuries for years after exposure. Developing effective medical countermeasures (MCM) for the treatment of radiation exposure is an urgent need that relies heavily on studies conducted in reliable and well-characterized animal models according to the FDA Animal Rule. Although relevant animal models have been developed in several species and four MCM for treatment of the acute radiation syndrome are now FDA-approved, animal models for the delayed effects of acute radiation exposure (DEARE) have only recently been developed, and there are no licensed MCM for DEARE. Herein, we provide a review of the DEARE including key characteristics of the DEARE gleaned from human data as well as animal, mechanisms common to multi-organ DEARE, small and large animal models used to study the DEARE, and promising new or repurposed MCM under development for alleviation of the DEARE.</p><p><strong>Conclusions: </strong>Intensification of research efforts and support focused on better understanding of mechanisms and natural history of DEARE are urgently needed. Such knowledge provides the necessary first steps toward the design and development of MCM that effectively alleviate the life-debilitating consequences of the DEARE for the benefit of humankind worldwide.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":"99 7","pages":"1066-1079"},"PeriodicalIF":2.1,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10330482/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9766477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Severity scoring systems for radiation-induced GI injury - prioritization for use of GI-ARS medical countermeasures.","authors":"Doreswamy Kenchegowda,&nbsp;David L Bolduc,&nbsp;Lalitha Kurada,&nbsp;William F Blakely","doi":"10.1080/09553002.2023.2210669","DOIUrl":"https://doi.org/10.1080/09553002.2023.2210669","url":null,"abstract":"<p><strong>Purpose: </strong>Severity scoring systems for ionizing radiation-induced gastrointestinal injury have been used in animal radiation models, human studies involving the use of radiation therapy, and human radiation accidents. Various radiation exposure scenarios (i.e. total body irradiation, total abdominal irradiation, etc.) have been used to investigate ionizing radiation-induced gastrointestinal injury. These radiation-induced gastrointestinal severity scoring systems are based on clinical signs and symptoms and gastrointestinal-specific biomarkers (i.e. citrulline, etc.). In addition, the time course for radiation-induced changes in blood citrulline levels were compared across various animal (i.e. mice, minipigs, Rhesus Macaque, etc.) and human model systems.</p><p><strong>Conclusions: </strong>A worksheet tool was developed to prioritize individuals with severe life-threatening gastrointestinal acute radiation syndrome, based on the design of the Exposure and Symptom Tool addressing hematopoietic acute radiation syndrome, to rescue individuals from potential gastrointestinal acute radiation syndrome injury. This tool provides a triage diagnostic approach to assist first responders to assess individuals suspected of showing gastrointestinal acute radiation syndrome severity to guide medical management, hence enhancing medical readiness for managing radiological casualties.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":"99 7","pages":"1037-1045"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9783469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Transgenerational changes in <i>Daphnia magna</i> under radio frequency radiation in the juvenile and puberty period.","authors":"Elena I Sarapultseva,&nbsp;Darya V Uskalova,&nbsp;Ksenya V Ustenko,&nbsp;Viktor N Tikhonov,&nbsp;Igor A Ivanov,&nbsp;Alexander V Tikhonov","doi":"10.1080/09553002.2022.2087928","DOIUrl":"https://doi.org/10.1080/09553002.2022.2087928","url":null,"abstract":"<p><strong>Purpose: </strong>To analyze the results of direct and transgenerational effects of radio frequency electromagnetic fields (RF-EMF) on the model organism of crustaceans <i>Daphnia magna</i>.</p><p><strong>Materials and methods: </strong><i>D. magna</i> were chronically exposed at 900 GHz EMF with an energy flux density (EFD) of about 1 mW/cm² in the juvenile and pubertal periods of their ontogenesis. The cytotoxicity of exposure as well as survival, fertility and teratogenic effect of directly exposed daphnids and their progeny across three generations were analyzed.</p><p><strong>Results and conclusions: </strong>The results of our study show that exposure of RF-EMF at juvenile period can significantly affect the fertility and size of irradiated daphnids and their offspring of the first generation. The decrease in fertility may be associated with a cytotoxic effect on the cells of irradiated animals. The reduction in the size of the terminal spine and the body of individuals is an indicator of the negative impact of radiation on the protective strategy of the crustacean population. The reproductive process is restored by the second generation. The results of our study provide further insights into the possible mechanisms underlying the in vivo effects of RF-EMF.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":"99 3","pages":"551-560"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9797001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Effects of gamma irradiation on morphology and protein differential in M1V1 population of <i>Vanilla planifolia</i> Andrews.","authors":"Rohayu Ma'Arup,&nbsp;Nur Syazwani Ali,&nbsp;Fisal Ahmad,&nbsp;Zaiton Ahmad,&nbsp;Mohamad Feisal Mohamed Norawi,&nbsp;Homaa Faezah Moinuddin","doi":"10.1080/09553002.2022.2087932","DOIUrl":"https://doi.org/10.1080/09553002.2022.2087932","url":null,"abstract":"<p><strong>Purpose: </strong>Lower doses (1-10 Krad) of gamma-rays (<i>γ</i>) are frequently used in obtaining useful mutants in diverse plant species, whereas no report on gamma (<i>γ</i>) irradiation being used to develop new varieties of vanilla from vanilla cuttings. This study assessed the potential of lower doses of gamma-rays for vanilla mutation breeding.</p><p><strong>Materials and methods: </strong>We compared the morphological differences between vanilla plants irradiated at different lower doses of gamma radiation (10, 30, 40, and 50 Gy). We quantified protein and compared variation from the extracted protein of vanilla shoots regenerated between treatments.</p><p><strong>Results and conclusions: </strong>After 44 weeks, the results showed that the growth of M1V1 (mutation 1 in vegetative cycle 1) plants at 0 Gy (control) is highest compared with other doses of gamma radiation in terms of plant height and the number of shoots. However, the highest measurement for root length is at 10 Gy. The slowest growth rate was obtained from 40 to 50 Gy. Based on the unique band of protein that appears on the SDS-PAGE gel, 10 Gy has three unique bands at loci 0.105 RF, two bands lie at loci between 0.164 RF and 0.234 RF. While 30 Gy is absent two unique bands at loci 0.234 RF compared to 0 Gy. Thus, the dose of gamma rays at 10 Gy gave the highest number of protein fragments, which detected polymorphisms between the control (0 Gy) and the plants treated. To our knowledge, this is the first report of the protein variation in M1V1 of irradiated vanilla plants.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":"99 3","pages":"516-522"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9797002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Genomic DNA damage induced by co-exposure to DNA damaging agents and pulsed magnetic field.","authors":"Beatriz López-Díaz,&nbsp;Silvia Mercado-Sáenz,&nbsp;Antonio M Burgos-Molina,&nbsp;Alejandro González-Vidal,&nbsp;Francisco Sendra-Portero,&nbsp;Miguel J Ruiz-Gómez","doi":"10.1080/09553002.2022.2121873","DOIUrl":"https://doi.org/10.1080/09553002.2022.2121873","url":null,"abstract":"<p><strong>Purpose: </strong>Many articles describe the effects of extremely low-frequency magnetic fields (MFs) on DNA damage induction. However, the mechanism of MF interaction with living matter is not yet known with certainty. Some works suggest that MF could induce an increase in the efficacy of reactive oxygen species (ROS) production. This work investigates whether pulsed MF exposure produces alterations in genomic DNA damage induced by co-exposure to DNA damaging agents (bleomycin and methyl methanesulfonate (MMS)).</p><p><strong>Materials and methods: </strong>Genomic DNA, prepared from <i>S. cerevisiae</i> cultures, was exposed to pulsed MF (1.5 mT peak, 25 Hz) and MMS (0-1%) (15-60 min), and to MF and bleomycin (0-0.6 IU/mL) (24-72 h). The damage induced to DNA was evaluated by electrophoresis and image analysis.</p><p><strong>Results: </strong>Pulsed MF induced an increment in the level of DNA damage produced by MMS and bleomycin in all groups at the exposure conditions assayed.</p><p><strong>Conclusions: </strong>Pulsed MF could modulate the cytotoxic action of MMS and bleomycin. The observed effect could be the result of a multifactorial process influenced by the type of agent that damages DNA, the dose, and the duration of the exposure to the pulsed MF.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":"99 5","pages":"853-865"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9797007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Candidate biomarkers and persistent transcriptional responses after low and high dose ionizing radiation at high dose rate.","authors":"Zhenqiu Liu, John Cologne, Sally A Amundson, Asao Noda","doi":"10.1080/09553002.2023.2241897","DOIUrl":"10.1080/09553002.2023.2241897","url":null,"abstract":"<p><strong>Purpose: </strong>Development of an integrated time and dose model to explore the dynamics of gene expression alterations and identify biomarkers for biodosimetry following low- and high-dose irradiations at high dose rate.</p><p><strong>Material and methods: </strong>We utilized multiple transcriptome datasets (GSE8917, GSE43151, and GSE23515) from Gene Expression Omnibus (GEO) for identifying candidate biological dosimeters. A linear mixed-effects model with random intercept was used to explore the dose-time dynamics of transcriptional responses and to functionally characterize the time- and dose-dependent changes in gene expression.</p><p><strong>Results: </strong>We identified genes that are correlated with dose and time and discovered two clusters of genes that are either positively or negatively correlated with both dose and time based on the parameters of the model. Genes in these two clusters may have persistent transcriptional alterations. Twelve potential transcriptional markers for dosimetry-ARHGEF3, BAX, BBC3, CCDC109B, DCP1B, DDB2, F11R, GADD45A, GSS, PLK3, TNFRSF10B, and XPC were identified. Of these genes, BAX, GSS, and TNFRSF10B are positively associated with both dose and time course, have a persistent transcriptional response, and might be better biological dosimeters.</p><p><strong>Conclusions: </strong>With the proposed approach, we may identify candidate biomarkers that change monotonically in relation to dose, have a persistent transcriptional response, and are reliable over a wide dose range.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":" ","pages":"1853-1864"},"PeriodicalIF":2.1,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10845127/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9953611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Biodose Tools: an R shiny application for biological dosimetry.","authors":"Alfredo Hernández,&nbsp;David Endesfelder,&nbsp;Jochen Einbeck,&nbsp;Pedro Puig,&nbsp;Mohamed Amine Benadjaoud,&nbsp;Manuel Higueras,&nbsp;Elizabeth Ainsbury,&nbsp;Gaëtan Gruel,&nbsp;Ursula Oestreicher,&nbsp;Leonardo Barrios,&nbsp;Joan Francesc Barquinero","doi":"10.1080/09553002.2023.2176564","DOIUrl":"https://doi.org/10.1080/09553002.2023.2176564","url":null,"abstract":"<p><strong>Introduction: </strong>In the event of a radiological accident or incident, the aim of biological dosimetry is to convert the yield of a specific biomarker of exposure to ionizing radiation into an absorbed dose. Since the 1980s, various tools have been used to deal with the statistical procedures needed for biological dosimetry, and in general those who made several calculations for different biomarkers were based on closed source software. Here we present a new open source program, Biodose Tools, that has been developed under the umbrella of RENEB (Running the European Network of Biological and retrospective Physical dosimetry).</p><p><strong>Materials and methods: </strong>The application has been developed using the R programming language and the shiny package as a framework to create a user-friendly online solution. Since no unique method exists for the different mathematical processes, several meetings and periodic correspondence were held in order to reach a consensus on the solutions to be implemented.</p><p><strong>Results: </strong>The current version 3.6.1 supports dose-effect fitting for dicentric and translocation assay. For dose estimation Biodose Tools implements those methods indicated in international guidelines and a specific method to assess heterogeneous exposures. The app can include information on the irradiation conditions to generate the calibration curve. Also, in the dose estimate, information about the accident can be included as well as the explanation of the results obtained. Because the app allows generating a report in various formats, it allows traceability of each biological dosimetry study carried out. The app has been used globally in different exercises and training, which has made it possible to find errors and improve the app itself. There are some features that still need consensus, such as curve fitting and dose estimation using micronucleus analysis. It is also planned to include a package dedicated to interlaboratory comparisons and the incorporation of Bayesian methods for dose estimation.</p><p><strong>Conclusion: </strong>Biodose Tools provides an open-source solution for biological dosimetry laboratories. The consensus reached helps to harmonize the way in which uncertainties are calculated. In addition, because each laboratory can download and customize the app's source code, it offers a platform to integrate new features.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":"99 9","pages":"1378-1390"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10088651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Differential gene expression in chronically irradiated herbaceous species from the Chernobyl exclusion zone.","authors":"Ekaterina M Shesterikova,&nbsp;Vladimir S Bondarenko,&nbsp;Polina Yu Volkova","doi":"10.1080/09553002.2022.2087927","DOIUrl":"https://doi.org/10.1080/09553002.2022.2087927","url":null,"abstract":"<p><strong>Purpose: </strong>Transcriptional activity of genes related to ionizing radiation responses in chronically irradiated plant populations at radioactively contaminated territories can be a cost-effective and precise approach for stress response evaluation. However, there are limits to studying non-model plants in field conditions. The work studies the transcriptional activity of candidate genes of adaptation to chronic radiation exposure in plant populations from radioactively contaminated territories of the Chernobyl.</p><p><strong>Materials and methods: </strong>In this work, we studied plant species with different sensitivity to acute irradiation: <i>Trifolium repens</i> L., <i>Taraxacum officinale</i> Wigg., and <i>Dactylis glomerata</i> L., sampled in the Chernobyl exclusion zone. The differential expression of several candidate genes of adaptation to chronic radiation exposure in the leaves of these species was analyzed, including homologs of <i>Arabidopsis thaliana</i> genes <i>SLAC1</i>, <i>APX1</i>, <i>GPX2</i>, <i>CAB1</i>, <i>NTRB</i>, <i>PP2-B11</i>, <i>RBOH-F</i>, <i>HY5</i>, <i>SnRK2.4</i>, <i>PDS1</i>, <i>CIPK20</i>, <i>SIP1</i>, <i>PIP1</i>, <i>TIP1</i>.</p><p><strong>Results and conclusions: </strong>All studied species were characterized by upregulation of the <i>CAB1</i> homolog, encoding chlorophyll <i>a</i>/<i>b</i> binding protein, at radioactively contaminated plots. An increase in the expression of genes associated with water and hydrogen peroxide transport, intensity of photosynthesis, and stress responses (homolog of aquaporin <i>TIP1</i> for <i>T. repens</i>; homologs of aquaporin <i>PIP1</i> and transcription factor <i>HY5</i> for <i>D. glomerata</i>; homolog of CBL-interacting serine/threonine protein kinase <i>CIPK20</i> for <i>T</i>. <i>officinale</i>) was revealed. The methodological approach for studying gene expression in non-model plant species is described, which may allow large-scale screening studies of candidate genes in various plant species abundant in radioactively contaminated areas.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":"99 2","pages":"229-237"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10785173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Theta band brainwaves in human resting EEG modulated by mobile phone radiofrequency.","authors":"Jasmina Wallace,&nbsp;Wendi Shang,&nbsp;Christophe Gitton,&nbsp;Laurent Hugueville,&nbsp;Lydia Yahia-Cherif,&nbsp;Brahim Selmaoui","doi":"10.1080/09553002.2023.2187477","DOIUrl":"10.1080/09553002.2023.2187477","url":null,"abstract":"<p><strong>Purpose: </strong>Wireless communication has become an integral part of our lives. The growing number of antennas in our environment and the expanding use of mobile phones (MPs) are increasing the population's exposure to electromagnetic fields. The present study aimed to examine the potential impact of MPs radiofrequency electromagnetic fields (RF-EMF) exposure on the brainwaves of the resting electroencephalogram (EEG) in humans.</p><p><strong>Materials and methods: </strong>Twenty-one healthy volunteers were exposed to Global System for Mobile communications (GSM) signal at 900 MHz MP RF-EMF. The maximum specific absorption rate (SAR) of the MP averaged on 10 g tissue and 1 g tissue were measured at 0.49 W/kg, 0.70 W/kg, respectively.</p><p><strong>Results: </strong>Results showed that while delta and beta rhythms of resting EEG were not affected, theta brainwaves were significantly modulated during exposure to RF-EMF related to MPs. For the first time, it was shown that this modulation is dependent on the eye condition, i.e. closed or open.</p><p><strong>Conclusions: </strong>This study strongly suggests that acute exposure to RF-EMF alters the EEG theta rhythm at rest. Long-term exposure studies are required to explore the effect of this disruption in high-risk or sensitive populations.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":" ","pages":"1639-1647"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10869901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Combined radiation injury and its impacts on radiation countermeasures and biodosimetry.","authors":"Juliann G Kiang, William F Blakely","doi":"10.1080/09553002.2023.2188933","DOIUrl":"10.1080/09553002.2023.2188933","url":null,"abstract":"<p><strong>Purpose: </strong>Preparedness for medical responses to major radiation accidents and the increasing threat of nuclear warfare worldwide necessitates an understanding of the complexity of combined radiation injury (CI) and identifying drugs to treat CI is inevitably critical. The vital sign and survival after CI were presented. The molecular mechanisms, such as microRNA pathways, NF-κB-iNOS-IL-18 pathway, C3 production, the AKT-MAPK cross-talk, and TLR/MMP increases, underlying CI in relation to organ injury and mortality were analyzed. At present, no FDA-approved drug to protect, mitigate, or treat CI is available. The development of CI-specific medical countermeasures was reviewed. Because of the worsened acute radiation syndrome resulting from CI, diagnostic triage can be problematic. Therefore, biodosimetry and CI are bundled together with the need to establish effective triage methods with CI.</p><p><strong>Conclusions: </strong>CI mouse model studies at AFRRI are reviewed addressing molecular responses, findings from medical countermeasures, and a proposed plasma proteomic biodosimetry approach based on a panel of radiation-responsive biomarkers (i.e., CD27, Flt-3L, GM-CSF, CD45, IL-12, TPO) negligibly influenced by wounding in an algorithm used for dose predictions is described.</p>","PeriodicalId":14261,"journal":{"name":"International Journal of Radiation Biology","volume":"99 7","pages":"1055-1065"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10947598/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9731336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}