Chemotherapy switch for localized pancreatic cancer: a systematic review and meta-analysis
Bibliographic record
Abstract
BACKGROUND: Patients with localized (that is non-metastatic) pancreatic ductal adenocarcinoma with an inadequate response or toxicity to first-line chemotherapy may benefit from chemotherapy switch. The aim was to explore the available data on the use and effect of chemotherapy switch, as reported in the literature. METHODS: A systematic search was conducted in Embase, MEDLINE (Ovid), the Web of Science, Cochrane, and Google Scholar on 1 December 2023. The main outcomes were the proportion of patients who underwent chemotherapy switch and the carbohydrate antigen 19-9 response and resection, R0 resection, and ypN0 resection rates after chemotherapy switch. Data were pooled using a random-effects model. RESULTS: A total of five retrospective studies, representing 863 patients with localized pancreatic ductal adenocarcinoma, were included and 226 of the 863 patients underwent chemotherapy switch. In four studies, first-line chemotherapy consisted of 5-fluorouracil/leucovorin/irinotecan with oxaliplatin ('FOLFIRINOX') and patients were switched to gemcitabine with nab-paclitaxel. Reasons for chemotherapy switch included an inadequate biochemical, clinical, or radiological response, or toxicity. Three studies compared patients who underwent chemotherapy switch with patients who only received first-line chemotherapy and found that the proportion of patients who underwent chemotherapy switch was 20.5% (95% c.i. 10.5% to 36.3%). The pooled resection rate after chemotherapy switch was 42.0% (95% c.i. 16.6% to 72.5%). Two studies compared the chance of resection after chemotherapy switch versus first-line chemotherapy alone and found a risk ratio of 0.88 (95% c.i. 0.65 to 1.18). Two studies, with a combined total of 576 patients, found similar postoperative survival for patients who underwent chemotherapy switch and patients who only received first-line chemotherapy. CONCLUSION: One in five patients with localized pancreatic ductal adenocarcinoma underwent chemotherapy switch after an inadequate response or toxicity to first-line chemotherapy. The pooled resection rate after chemotherapy switch was 42% and similar in overall survival compared with first-line chemotherapy only. Three ongoing trials are investigating chemotherapy switch in patients with an inadequate radiological or carbohydrate antigen 19-9 response.
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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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.029 | 0.009 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.001 | 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 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".