Extended lymphadenectomy in cephalic pancreatoduodenectomy. Personal observations.
Bibliographic record
Abstract
BACKGROUND/AIMS: Long-term survival in patients with cancer of the pancreatic head is disappointing. Surgery is the only curative therapy. Unfortunately the prognosis of resected patients (10-15%) is extremely poor due to loco-regional cancer recurrence (50%). Lymphatic and perineural invasion may account for local recurrence. Japanese studies have reported the importance of an extended lymphadenectomy during the classic Whipple exeresis (40% of patients present lymph node metastases). METHODOLOGY: At the General Surgical Clinic of Pavia University 20 patients (14 men, 6 women, mean age 62.4 yr) with pancreatic head cancer (17 adenocarcinoma, 1 lymphoma, 2 carcinoma) underwent Whipple's exeresis with a regional (peripancreatic or R1) and juxta-regional (para-aortic or R2) lymphadenectomy according to the Ishikawa technique, between 1996-2000. R1 nodes consisted of lymph nodes at the pylorus, superior pancreatic head, common bile duct, anterior pancreaticoduodenal region, inferior pancreatic head and superior mesenteric vessels. R2 nodes consisted of lymph nodes at the superior and inferior pancreatic body, mid colic region, common hepatic duct, celiac axis and para-aortic region. RESULTS: The wide dissection was quite easy in patients with a serious cholestatic disease. Intraoperative mortality was 0%. Operative mortality was 5%. Postoperative complications (20%) consisted of 1 sepsis, 1 hepato-renal syndrome with hepatic coma, 1 intestinal obstruction by adhesive bands, and 1 wound infection. Eight patients (40%) died during a mean follow-up period of 6 months (neoplastic recurrence 50%). Notwithstanding the advanced disease (stage III 50%; N1+ 50%), 12 patients (60%) had a median postoperative survival rate of 18.4 months (range 1-48 months) without neoplastic recurrence. Tumor diameter was less than 4cm in 83.3% of cases. CONCLUSIONS: An earlier diagnosis (with tumor diameter <4 cm) can improve pancreatic head cancer prognosis. A wide surgical exeresis with R2 lymph nodes clearance together with surrounding connective and nervous tissue can remove micrometastases and better control local recurrence.
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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 | 0.000 |
| 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) | 0.004 | 0.001 |
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".