Postmastectomy Radiation Therapy after Immediate Two-Stage Tissue Expander/Implant Breast Reconstruction
Bibliographic record
Abstract
BACKGROUND: An increasing number of women who undergo immediate two-stage tissue expander/implant breast reconstruction will require postmastectomy radiation therapy. An important variable is the timing of radiotherapy relative to surgery. The authors report their experience treating a large consecutive series of patients who underwent postmastectomy radiation therapy to the tissue expander before exchange for a permanent implant. METHODS: Patients who had their tissue expander irradiated before implant exchange were identified. Complications, capsular contracture, revision surgery, and autologous salvage rates of irradiated patients were compared with a control group of nonirradiated patients. RESULTS: Immediate two-stage tissue expander/implant reconstruction was initiated in 604 patients, with 113 irradiated breasts meeting inclusion criteria. Three hundred thirty-nine nonirradiated breasts constituted the control group. There was a 4.2 increased odds of major complications in the irradiated group, after adjusting for plastic surgeon, age, body mass index, smoking, chemotherapy, and cancerous breast (OR, 4.2; p=0.001). The grade III and IV capsular contracture rate was significantly higher in the irradiated group compared with the control group (21.7 percent versus 10 percent; p<0.008). The revision rate in the control group was higher compared with the irradiated group (30.2 percent versus 20.9 percent; p<0.001). CONCLUSIONS: Postmastectomy irradiation to the tissue expander is associated with high complications; however, these patients have an acceptable capsular contracture rate that compares favorably with other implant-based radiotherapy algorithms. Revision rates were less than expected in irradiated breasts. This study suggests that immediate tissue expander/implant reconstruction is a reasonable surgical option in the setting of postmastectomy radiation therapy. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, III.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 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) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".