Evaluation of lapatinib as a component of neoadjuvant therapy for HER2+ operable breast cancer: NSABP protocol B-41.
Bibliographic record
Abstract
LBA506 Background: The purposes of this trial are to determine the effect of substituting lapatinib (L) for trastuzumab (T) in combination with weekly paclitaxel (WP) following AC as well as adding L to T with WP following AC on pathologic complete response (pCR) rates. Methods: Women with HER2-positive operable breast cancer received standard AC q3wks x 4 cycles followed by WP (80 mg/m 2 ) on days 1, 8, and 15 q28 days x 4 cycles. Concurrently with WP, patients received either T (4 mg/kg load, then 2 mg/kg) weekly until surgery, L (1250 mg) daily until surgery, or weekly T plus L (750 mg) daily until surgery. Following surgery, patients received trastuzumab to complete 52 wks of HER2-targeted therapy. The primary endpoint is pCR breast. For each of the two primary comparisons, the Fisher’s exact test was used to test the equality of pCR rates. A Hochberg-type step-up procedure was applied to address multiple testings and to control the family-wise error rate at 0.05. Results: 51% were clinically node positive and 63% had HR+ tumors. pCR assessments were available from 519 of 529 patients. pCR percentage was 52.5% for AC→WP+T, 53.2% (p=0.9) for AC→WP+L, and 62% (p=0.075) for AC→WP+TL. pCR percentages in the HR+ subset were 46.7%, 48% (p=0.85), and 55.6% (p=0.18), respectively, and were 65.5%, 60.6% (p=0.57), and 73% (p=0.37) in the HR- cohort. The corresponding pCR breast and nodes percentages were 49.1%, 47.4% (p=0.74), and 60.4% (p=0.04). Grade 3/4 toxicities include diarrhea in 2%, 20%, 27% (p<0.001), and symptomatic Gr 3/4 left ventricular systolic dysfunction in 4%, 4%, and 2% (p=0.49). Conclusions: Substitution of lapatinib for trastuzumab in combination with the chemotherapy program employed in this study resulted in similar high percentages of pCR in both HR+ and HR- cohorts. Combined HER2-targeted therapy produced a numerically higher pCR percentage than single agent HER2-directed therapy, but the difference was not statistically significant. Central review of HER2 and ER is being conducted to determine if subsets benefiting from the combined HER2-targeted therapy can be identified. Funding: GlaxoSmithKline.
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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 | 0.025 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".