Changes in Pulmonary Function and Development of Clinical Radiation Pneumonitis in Breast Cancer Patients following Post Mastectomy Radiation Therapy
Bibliographic record
Abstract
Background: Lung is the main organ at risk for radiation induced injury while treating breast cancers with Post Mastectomy Radiotherapy (PMRT). Restrictive lung changes are usually seen in spirometry which tends to normalize by 1 year. Central Lung Distance (CLD) is shown to correlate well with the percentage of ipsilateral lung volume irradiated. Aims and Objectives: Spirometric changes following Radiation Therapy (RT) to chest wall in breast cancer patients using conventional fractionation and its correlation with acute radiation pneumonitis. Materials and Methodology: Thirty Breast cancer patients who received RT to chest wall +/- supraclavicular fossa and axilla, following Modified Radical Mastectomy (MRM) and neoadjuvant or adjuvant chemotherapy using tangential beams with Co60 teletherapy to a dose of 50 Gray in conventional fractionation were included and followed up till 6 months post RT. Baseline chest X-ray and spirometry done pre-RT were compared with those taken at 1, 3 and 6 months after completion of RT. Patients were evaluated at each visit for signs and symptoms of radiation pneumonitis, when present were graded as per Radiation Therapy Oncology Group (RTOG) criteria. Results: There was a significant fall in Forced Vital Capacity (FVC) by the end of 3 months (p value <0.01) which improved by 6 months without any active intervention in 95% of the patients. Mean baseline FVC was 83% which decreased to 70% by the end of 3 months and 79% at 6 months. Forced Expiratory Volume in first second (FEV1) and FEV1/FVC did not show any significant change compared to baseline. Spirometric changes correlated with reversible restrictive lung changes. One out of 30 patients developed symptomatic acute radiation pneumonitis (5%) of grade 3 severity who had moderate restrictive lung disease. Conclusion: Significant decrease in FVC of the lungs is present following PMRT in carcinoma of breast patients in the initial 3 months which tends to normalize by 6 months. 5% of the patients develop symptomatic acute lung toxicity which can be further reduced by minimizing the irradiated lung volume.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".