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Yoshida, Ryuichi Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences ORCID Kaken ID researchmap
Takagi, Kosei Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences ORCID Kaken ID publons researchmap
Yasui, Kazuya Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences
Hioki, Masayoshi Department of Surgery, Fukuyama City Hospital
Okabayashi, Takehiro Department of Surgery, Kochi Health Sciences Center
Kojima, Toru Department of Surgery, Okayama Saiseikai General Hospital
Endo, Yoshikatsu Department of Surgery, Himeji Red Cross Hospital
Nobuoka, Daisuke Department of Surgery, Fukuyama City Hospital
Sui, Kenta Department of Surgery, Kagawa Prefectural Hospital
Inagaki, Masaru Department of Surgery, National Hospital Organization Fukuyama Medical Center
Shinoura, Susumu Department of Surgery, Tsuyama Chuo Hospital
Kimura, Masashi Department of Surgery, Matsuyama Shimin Hospital
Matsuda, Tatsuo Department of Surgery, Tenwakai Matsuda Hospital
Aoki, Hideki Department of Surgery, National Hospital Organization Iwakuni Clinical Center
Fujiwara, Toshiyoshi Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences ORCID Kaken ID publons researchmap
Abstract
Background/Objectives: Postoperative recurrence is a critical issue in the treatment of resectable pancreatic ductal adenocarcinoma (rPDAC). Moreover, the prognosis after early recurrence is extremely poor. This study aimed to develop a recurrence prediction model and to define early recurrence after upfront surgery (UFS) for rPDAC. Methods: This multicenter retrospective study included patients who underwent UFS for anatomically rPDAC between January 2013 and December 2017. Multivariate analyses were conducted to identify the risk factors for recurrence-free survival and to construct a recurrence prediction model. Subsequently, a minimum p value approach was used to determine the optimal cutoff values for early and late recurrence. Results: The cohort included 603 patients (325 men and 278 women). During the median follow-up period of 25 months (interquartile range, 15–38 months), 381 patients (63.2%) experienced a recurrence. Multivariate analyses revealed carbohydrate antigen 19-9 ≥37 U/mL (hazard ratio [HR], 1.58; p < 0.001), tumor size ≥ 2.2 cm (HR, 1.59; p < 0.001), lymph node metastasis (HR, 1.86; p < 0.001), R1 resection (HR, 1.56; p = 0.002), and no adjuvant chemotherapy (HR, 1.54; p < 0.001) as independent predictors. The recurrence prediction model demonstrated an area under the curve of 0.72–0.75. The optimal threshold for early and late recurrences was a recurrence-free interval of five months. Carbohydrate antigen 19-9 ≥ 156 U/mL was a significant predictor of early recurrence (OR, 3.28; p < 0.001). Conclusions: This study identified the prognostic risk factors for recurrence and developed a recurrence prediction model for patients undergoing UFS for rPDAC. Moreover, a recurrence-free interval of five months was identified as the optimal threshold for distinguishing between early and late recurrences.
Keywords
pancreatic cancer
resectable
upfront surgery
recurrence
nomogram
Published Date
2026-04-07
Publication Title
Cancers
Volume
volume18
Issue
issue7
Publisher
MDPI AG
Start Page
1181
ISSN
2072-6694
Content Type
Journal Article
language
English
OAI-PMH Set
岡山大学
Copyright Holders
© 2026 by the authors.
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Web of Science KeyUT
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isVersionOf https://doi.org/10.3390/cancers18071181
License
https://creativecommons.org/licenses/by/4.0/
Citation
Yoshida, R.; Takagi, K.; Yasui, K.; Hioki, M.; Okabayashi, T.; Kojima, T.; Endo, Y.; Nobuoka, D.; Sui, K.; Inagaki, M.; et al. Predictive Nomogram for Recurrence After Upfront Surgery for Resectable Pancreatic Ductal Adenocarcinoma: A Multicenter Study (OS-HBP-2). Cancers 2026, 18, 1181. https://doi.org/10.3390/cancers18071181