The Clinical Benefit of Adjuvant Therapy in Long-Term Survival of Early-Stage Ampullary Carcinoma: A Single Institutional Experience
Bibliographic record
Abstract
BACKGROUND: The role of adjuvant chemotherapy (CT) or combination chemoradiation (CRT) remains uncertain for ampullary carcinoma (AC). In this analysis, we reviewed our institution's experience with early-stage AC. METHODS: AC patients who had definitive surgical intervention at the University of Alabama, Birmingham, between 2005 and 2015, were identified. Clinicopathologic factors and disease statuses were obtained from chart review. The univariate Cox proportional hazard model was conducted for evaluating the parameters associated with overall survival (OS). Kaplan-Meier method and log-rank method were used to compare the time-to-events. We estimated the survival for the patients who had definitive surgery (pancreaticoduodenectomy (PD) or ampullectomy), and followed them up with assessing the influence of adjuvant treatment (chemoradiotherapy or CT) alone on the survival in the early-stage (stage I/II) AC. RESULTS: A total of 63 patients had definitive surgery. The median OS and progression-free survival (PFS) for all the patients who had definitive surgery were 40.5 months and 28 months, respectively. Adjuvant treatment was administered in 60% of patients with early-stage (stage I/II) AC (CT 36% and CRT 24%), while 22% were on surveillance post surgery. The pathological stage ≥ 2, Lymph node (LN) metastasis, peri-nodal extension (PNE) and peri-pancreatic extension (PPE) were found to be the determinants for poor OS and PFS by univariate analysis. Multiple Cox regression of these variables showed a significant influence of PPE and pathological staging on the OS and PFS, respectively. In the early-stage AC with no high-risk features, adjuvant therapy did not improve the survival over surgery alone (40.5 vs. 51.7 months, P = 0.93). The addition of radiation to CT did not yield improved outcome in early-stage cancers. For CRT and CT, OS was 22.8 versus 65.7 months (P = 0.3975), and PFS was 25.3 versus 65.7 months (P = 0.4699). CONCLUSIONS: In the early-stage AC, adjuvant therapy may not improve the outcome in the short term but may benefit over a long period. It should be considered, especially in patients with adverse risk factors. Radiation therapy may not be useful in managing AC in the adjuvant setting.
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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 | 0.001 | 0.003 |
| 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) | 0.001 | 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".