Dose – response for radiation-induced apoptosis, residual 53BP1 foci and DNA-loop relaxation in human lymphocytes
Bibliographic record
Abstract
The purpose was to compare the radiation-induced apoptosis in human lymphocytes with DNA-loop relaxation and DNA damage as a function of radiation dose and time after exposure. Morphological changes were analysed by staining with fluorescent dyes and apoptotic fragmentation of DNA with conventional agarose gel electrophoresis, pulsed-field gel electrophoresis (PFGE) and alkaline comet assay. Viability was estimated by trypan blue assay. The levels of protein p53 (TP53) were determined with Western blot. Relaxation of DNA-loops was analysed by the method of anomalous viscosity time dependence (AVTD) and neutral comet assay. Induction and repair of double-strand breaks (DSB) was studied by PFGE and by immunostaining of the TP53 binding protein 1 (53BP1). At various time points of apoptosis, there was a linear dose dependence for all apoptotic end-points up to 1-2 Gy followed by a plateau at higher doses. Immediately after irradiation, relaxation of DNA-loops due to strand breaks was observed. This relaxation had a similar dose-response with saturation at 2-3 Gy. This dose induced approximately one single-strand break (SSB) per 2 Mb of DNA, a value close to the average size of DNA-loops in resting lymphocytes. Similar saturations in dose-responses for apoptosis and DNA-loop relaxation were also observed if cells were treated by camptothecin (CPT) or etoposide VP-16, drugs that relax DNA-loops by induction of SSB and DSB, respectively. The PFGE data showed that the vast majority of DSB were repaired within few hours after irradiation. However, approximately 1.4 foci/Gy/cell, that corresponded to around 3.5% of initial DSB, remained in cells even 24 h after irradiation as measured with immunostaining. The probability to produce one or more than one residual foci per cell was calculated. Radiation at 2-3 Gy induced at least one residual 53BP1 focus per cell. The dose-responses for DNA-loop relaxation, induction of at least one residual 53BP1 foci per cell and apoptosis saturated at 2-3 Gy. The correlation between dose-responses obtained suggested that the DSB in residual foci and relaxation of DNA-loops may be linked to induction of radiation-induced apoptosis in lymphocytes.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".