, Yoon Soo Chae1, Youngmin Han1, Young Jae Cho1, Hye-Sol Jung1, Wooil Kwon1, Joon Seong Park1, Haeryoung Kim3, Kyoung Bun Lee3, Jin-Young Jang1
1Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
2Department of Surgery, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
3Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
Copyright © 2026 by the Korean Cancer Association
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Ethical Statement
This single-center retrospective cohort study was approved by the Institutional Review Board of Seoul National University Hospital (H-2412-062-1594). This study was conducted in accordance with the 1975 Declaration of Helsinki and its later versions. The requirement for informed consent was waived.
Author Contributions
Conceived and designed the analysis: Yun WG, Jang JY.
Collected the data: Yun WG, Chae YS, Han Y, Cho YJ, Jung HS, Kwon W, Park JS, Kim H, Lee KB, Jang JY.
Contributed data or analysis tools: Yun WG, Chae YS, Han Y, Cho YJ, Jung HS, Kwon W, Park JS, Kim H, Lee KB, Jang JY.
Performed the analysis: Yun WG.
Wrote the paper: Yun WG.
Paper review: Yun WG, Chae YS, Han Y, Cho YJ, Jung HS, Kwon W, Park JS, Kim H, Lee KB, Jang JY.
Conflicts of Interest
Conflict of interest relevant to this article was not reported.
Funding
This work was supported by a grant of the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, Republic of Korea (Number: HI23C1591).
| Variable | No. (%) |
|---|---|
| No. of patients | 428 |
| Age (yr) | 67 (62-73) |
| Male sex | 292 (68.2) |
| BMI (kg/m2) | 23 (22-25) |
| ASA | |
| I/II | 385 (90.0) |
| III/IV | 43 (10.0) |
| CEA > 5 ng/mL | 26 (6.1) |
| CA 19-9 > 37 U/mL | 225 (52.6) |
| Operation method | |
| Open | 362 (84.6) |
| Robot | 66 (15.4) |
| Operation time (min) | 300 (255-359) |
| Estimated blood loss (mL) | 400 (250-650) |
| T category (AJCC 7th) | |
| T1 | 35 (8.2) |
| T2 | 113 (26.4) |
| T3 | 280 (65.4) |
| T category (AJCC 8th) | |
| T1 | 123 (28.7) |
| T2 | 243 (56.8) |
| T3 | 62 (14.5) |
| N category (AJCC 8th) | |
| N0 | 278 (64.9) |
| N1 | 121 (28.3) |
| N2 | 29 (6.8) |
| No. of harvested lymph nodes | 16 (10-22) |
| No. of harvested lymph nodes ≥ 12 | 298 (69.6) |
| Resection margin | |
| R0 | 381 (89.0) |
| R1 | 47 (11.0) |
| Clinically relevant complication | 138 (32.2) |
| Clinically relevant POPF | 96 (22.4) |
| Adjuvant chemotherapy | 204 (47.7) |
| Adjuvant radiotherapy | 192 (44.9) |
| C-indices | Lower 95% CI | Upper 95% CI | |
|---|---|---|---|
| Overall survival | |||
| AJCC 7th T category | 0.557 | 0.518 | 0.596 |
| AJCC 8th T category | 0.606 | 0.569 | 0.642 |
| Delta | 0.049 | 0.005 | 0.092 |
| AJCC 7th N category | 0.602 | 0.568 | 0.636 |
| AJCC 8th N category | 0.605 | 0.571 | 0.640 |
| Delta | 0.004 | –0.003 | 0.010 |
| Overall recurrence | |||
| AJCC 7th T category | 0.569 | 0.537 | 0.602 |
| AJCC 8th T category | 0.631 | 0.599 | 0.663 |
| Delta | 0.061 | 0.023 | 0.100 |
| AJCC 7th N category | 0.599 | 0.569 | 0.630 |
| AJCC 8th N category | 0.604 | 0.573 | 0.634 |
| Delta | 0.005 | –0.001 | 0.010 |
| AUC | Sensitivity | Specificity | |
|---|---|---|---|
| Lymph node metastasis | |||
| AJCC 7th T category | 0.575 | 0.740 | 0.392 |
| AJCC 8th T category | 0.632 | 0.840 | 0.356 |
| Lymph node metastasis ≥ 4 | |||
| AJCC 7th T category | 0.558 | 0.759 | 0.353 |
| AJCC 8th T category | 0.661 | 0.870 | 0.345 |
Values are presented as number (%) or median (IQR). AJCC, American Joint Committee on Cancer; ASA, American Society of Anesthesiologists; BMI, body mass index; CEA, carcinoembryonic antigen; CA 19-9, carbohydrate antigen 19-9; IQR, interquartile range; POPF, postoperative pancreatic fistula.
AJCC, American Joint Committee on Cancer; CI, confidence interval.
AJCC, American Joint Committee on Cancer; AUC, area under the curve.
