ArticleInternational journal of radiation oncology, biology, physics2011
Radiation-induced micro-RNA expression changes in peripheral blood cells of radiotherapy patients.
Article in International journal of radiation oncology, biology, physics, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02386371 (Feasibility Clinical Trial of Intraoperative Radiotherapy), which is not on this map. Cited by 68 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Feasibility Clinical Trial of Intraoperative Radiotherapy (IORT) and Second Breast-conserving-surgery After Local Recurrence of Breast Carcinoma
Who cites it
68 citing papers in PubMed, 1 synthesis or guideline pooled it, 126 citations in OpenAlex.
- Candidate gene biodosimetry markers of exposure to external ionizing radiation in human blood: A systematic review.PloS one · 2018Pooled it
- Radiation-Responsive Promoters: Molecular Mechanisms, Screening Strategies, and Translational Applications as Radiation Biomarkers.Current issues in molecular biology · 2026Review
- Proteomic Profiling of Cardiomyocytes Revealed Potential Radioprotective Effects of Different Resveratrol Pretreatment Regimens.International journal of molecular sciences · 2025Article
- Article
- Radiation-sensitive genetic prognostic model identifies individuals at risk for radiation resistance in head and neck squamous cell carcinoma.Journal of cancer research and clinical oncology · 2023Article
- Application of nano-radiosensitizers in combination cancer therapy.Bioengineering & translational medicine · 2023Review
- Biomarkers for Biodosimetry and Their Role in Predicting Radiation Injury.Cytogenetic and genome research · 2023Review
- Cross-platform validation of a mouse blood gene signature for quantitative reconstruction of radiation dose.Scientific reports · 2022Article
- Detecting Blood Methylation Signatures in Response to Childhood Cancer Radiotherapy via Machine Learning Methods.Biology · 2022Article
- Long and short non-coding RNA and radiation response: a review.Translational research : the journal of laboratory and clinical medicine · 2021Review
- A Perspective of Epigenetic Regulation in Radiotherapy.Frontiers in cell and developmental biology · 2021Review
- The Influence of miRNAs on Radiotherapy Treatment in Prostate Cancer - A Systematic Review.Frontiers in oncology · 2021Review
- Genomics models in radiotherapy: From mechanistic to machine learning.Medical physics · 2020Review
- microRNAs identified in prostate cancer: Correlative studies on response to ionizing radiation.Molecular cancer · 2020Review
- High expression of microRNA-199a-5p is associated with superior clinical outcomes in patients with locally advanced rectal cancer.Journal of cancer research and clinical oncology · 2020Article
- Discordant gene responses to radiation in humans and mice and the role of hematopoietically humanized mice in the search for radiation biomarkers.Scientific reports · 2019Article
- miR-22 enhances the radiosensitivity of small-cell lung cancer by targeting the WRNIP1.Journal of cellular biochemistry · 2019Article
- Noncoding RNAs in cancer therapy resistance and targeted drug development.Journal of hematology & oncology · 2019Review
- MicroRNA-mediated redox regulation modulates therapy resistance in cancer cells: clinical perspectives.Cellular oncology (Dordrecht, Netherlands) · 2019Review
- Measurement of γ-H2AX foci, miRNA-101, and gene expression as a means to quantify radiation-absorbed dose in cancer patients who had undergone radiotherapy.Radiation and environmental biophysics · 2019Article
8 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
purposeMicroRNAs (miRNAs), a class of noncoding small RNAs that regulate gene expression, are involved in numerous physiologic processes in normal and malignant cells. Our in vivo study measured miRNA and gene expression changes in human blood cells in response to ionizing radiation, to develop miRNA signatures that can be used as biomarkers for radiation exposure. METHODS AND MATERIALS: Blood from 8 radiotherapy patients in complete remission 1 or 2 was collected immediately before and 4 hours after total body irradiation with 1.25 Gy x-rays. Both miRNA and gene expression changes were measured by means of quantitative polymerase chain reaction and microarray hybridization, respectively. Hierarchic clustering, multidimensional scaling, class prediction, and gene ontology analysis were performed to investigate the potential of miRNAs to serve as radiation biomarkers and to elucidate their likely physiologic roles in the radiation response.
resultsThe expression levels of 45 miRNAs were statistically significantly upregulated 4 hours after irradiation with 1.25 Gy x-rays, 27 of them in every patient. Nonirradiated and irradiated samples form separate clusters in hierarchic clustering and multidimensional scaling. Out of 223 differentially expressed genes, 37 were both downregulated and predicted targets of the upregulated miRNAs. Paired and unpaired miRNA-based classifiers that we developed can predict the class membership of a sample with unknown irradiation status, with accuracies of 100% when all 45 upregulated miRNAs are included. Both miRNA control of and gene involvement in biologic processes such as hemopoiesis and the immune response are increased after irradiation, whereas metabolic processes are underrepresented among all differentially expressed genes and the genes controlled by miRNAs.
conclusionsExposure to ionizing radiation leads to the upregulation of the expression of a considerable proportion of the human miRNAome of peripheral blood cells. These miRNA expression signatures can be used as biomarkers of radiation exposure.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.