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Kawase M, Nakamura Y, Yamaura T, Kinjo Y, Sugimoto G, Kawabata Y, Kanto S, Ogo Y, Kuroda N. Impact of D3 lymph node dissection on short-term and long-term outcomes in elderly patients with colon cancer. Tech Coloproctol 2025; 29:107. [PMID: 40323415 PMCID: PMC12053069 DOI: 10.1007/s10151-025-03149-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 03/26/2025] [Indexed: 05/08/2025]
Abstract
BACKGROUND The oncologic impact of D3 lymph node dissection (LND) for colon cancer (CC) has been reported to be favorable. However, D3 LND is potentially more invasive than non-D3 LND, and whether it is beneficial for elderly patients with CC remains unclear. This study aimed to evaluate the perioperative safety and short- and long-term oncologic outcomes of D3 LND in elderly patients with CC. METHODS Subjects were 442 elderly patients aged ≥ 70 years who underwent curative surgery for pathologic stage (pStage) I-III CC between 2011 and 2022. Background clinical factors and short- and long-term outcomes were compared between patients who received D3 LND (D3 group; n = 363) and those who received non-D3 LND (non-D3 group; n = 79). RESULTS The D3 group had a significantly higher number of retrieved lymph nodes (median 20 vs. 12, p < 0.001) and a lower rate of postoperative complications (18% vs. 32%, p = 0.040) than the non-D3 group. In the overall cohort, overall survival (OS) did not differ between the two groups. Among pStage III patients, however, OS was significantly better (69.8% vs. 34.1%, p = 0.028), and RFS tended to be better (60.7% vs. 42.6%, p = 0.075) in the D3 group than in the non-D3 group. Multivariable analysis revealed that D3 LND was independently associated with better OS (HR 0.477; 95% CI 0.245-0.931, p = 0.030) and tended to be associated with better RFS (HR 0.588; 95% CI 0.329-1.051, p = 0.073). CONCLUSION D3 LND is safe and effective in improving the prognosis of elderly patients with pStage II/III CC.
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Affiliation(s)
- M Kawase
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan.
| | - Y Nakamura
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan
| | - T Yamaura
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan
| | - Y Kinjo
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan
| | - G Sugimoto
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan
| | - Y Kawabata
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan
| | - S Kanto
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan
| | - Y Ogo
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan
| | - N Kuroda
- Department of Gastroenterological Surgery, National Hospital Organization (NHO) Himeji Medical Center, 68 Honmachi, Himeji City, Hyogo, 670 - 8520, Japan
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Reddavid R, Elmore U, Moro J, De Nardi P, Biondi A, Persiani R, Solaini L, Pafundi DP, Cianflocca D, Sasia D, Milone M, Turri G, Mineccia M, Pecchini F, Gallo G, Rega D, Gili S, Maiello F, Barberis A, Costanzo F, Ortenzi M, Divizia A, Foppa C, Anania G, Spinelli A, Sica GS, Guerrieri M, Polastri R, Bianco F, Delrio P, Sammarco G, Piccoli M, Ferrero A, Pedrazzani C, Manigrasso M, Borghi F, Coco C, Cavaliere D, D’Ugo D, Rosati R, Azzolina D. Dynamic Prediction of Rectal Cancer Relapse and Mortality Using a Landmarking-Based Machine Learning Model: A Multicenter Retrospective Study from the Italian Society of Surgical Oncology-Colorectal Cancer Network Collaborative Group. Cancers (Basel) 2025; 17:1294. [PMID: 40282470 PMCID: PMC12025494 DOI: 10.3390/cancers17081294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 04/02/2025] [Accepted: 04/09/2025] [Indexed: 04/29/2025] Open
Abstract
Background: Almost 30% of patients with rectal cancer (RC) who submit to comprehensive treatment experience relapse. Surveillance plays a leading role in early detection. The landmark approach provides a more flexible and dynamic framework for survival prediction. Objective: This large retrospective study aims to develop a machine learning algorithm to profile the patient prognosis, especially the risk and the onset of RC relapse after curative resection. Methods: A cohort of 2450 RC patients were analyzed using landmark analysis. Model A applied a classical cause-specific Cox approach with a landmarking approach, while Model B implemented a landmarking-based RSF (random survival forest) competing risk algorithm. The two models were compared in terms of predictive and interpretative ability. A bootstrapped validation strategy was employed to validate the model's performance and prevent overfitting. The best-performing hyperparameters were selected systematically, ensuring the model's robustness within the landmark approach. The study assessed these factors' importance and interactions using RSF and compared the predictive accuracy to that of the classical Cox model. Results: Model B outperformed Model A (mean C-index 0.95 vs. 0.78), capturing complex interactions and providing dynamic, individualized relapse predictions. Clinical factors influencing survival outcomes were identified across time with the landmark approach allowing for more accurate and timely predictions. Conclusions: The landmark approach offers an improvement over traditional methods in survival analysis. By accommodating time-dependent variables and the evolving nature of patient data, this approach provides a precise tool for profiling RC survival, thereby supporting more informed and dynamic clinical decision-making.
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Affiliation(s)
- Rossella Reddavid
- Division of Surgical Oncology and Digestive Surgery, Department of Oncology, San Luigi University Hospital, University of Turin, Orbassano, 10043 Turin, Italy;
| | - Ugo Elmore
- Department of Gastrointestinal Surgery, IRCCS San Raffaele Scientific Institute, School of Medicine, “Vita-Salute” San Raffaele University, 20132 Milan, Italy; (U.E.); (P.D.N.); (R.R.)
| | - Jacopo Moro
- Division of Surgical Oncology and Digestive Surgery, Department of Oncology, San Luigi University Hospital, University of Turin, Orbassano, 10043 Turin, Italy;
| | - Paola De Nardi
- Department of Gastrointestinal Surgery, IRCCS San Raffaele Scientific Institute, School of Medicine, “Vita-Salute” San Raffaele University, 20132 Milan, Italy; (U.E.); (P.D.N.); (R.R.)
| | - Alberto Biondi
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (A.B.); (R.P.); (D.D.)
| | - Roberto Persiani
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (A.B.); (R.P.); (D.D.)
| | - Leonardo Solaini
- General and Oncologic Surgery, Morgagni-Pierantoni Hospital, Ausl Romagna, 47121 Forlì, Italy; (L.S.); (D.C.)
| | - Donato P. Pafundi
- Fondazione Policlinico Universitario A. Gemelli IRCCS, UOC Chirurgia Generale 2, 00168 Roma, Italy; (D.P.P.); (C.C.)
| | - Desiree Cianflocca
- Department of Surgery, S. Croce e Carle Hospital, 12100 Cuneo, Italy; (D.C.); (D.S.)
| | - Diego Sasia
- Department of Surgery, S. Croce e Carle Hospital, 12100 Cuneo, Italy; (D.C.); (D.S.)
| | - Marco Milone
- Department of Clinical Medicine and Surgery, Department of Gastroenterology, Endocrinology and Endoscopic Surgery, University of Naples “Federico II”, 80138 Naples, Italy; (M.M.); (M.M.)
| | - Giulia Turri
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, 37129 Verona, Italy; (G.T.); (C.P.)
| | - Michela Mineccia
- Department of General and Oncological Surgery, “Umberto I” Mauriziano Hospital, 10128 Turin, Italy; (M.M.); (A.F.)
| | - Francesca Pecchini
- Unita’ Operativa di Chirurgia Generale, D’Urgenza e Nuove Tecnologie, Ospedale Civile S. Agostino-Estense, Azienda Ospedaliero Universitaria di Modena, 41125 Modena, Italy; (F.P.); (M.P.)
| | - Gaetano Gallo
- Department of Surgery, Sapienza University of Rome, 00185 Roma, Italy;
| | - Daniela Rega
- Colorectal surgical Oncology, Abdominal Oncology Department, Fondazione Giovanni Pascale IRCCS, 80131 Naples, Italy; (D.R.); (P.D.)
| | - Simona Gili
- General Surgery Unit, San Leonardo Hospital, ASL-NA3sud, Castellammare di Stabbia, 80053 Naples, Italy; (S.G.); (F.B.)
| | - Fabio Maiello
- General Surgery Unit, Department of Surgery, Hospital of Biella, 13875 Biella, Italy; (F.M.); (R.P.)
| | - Andrea Barberis
- Chirurgia Generale ed Epatobiliopancreatica, E.O. Ospedali Galliera, 16128 Genova, Italy; (A.B.); (F.C.)
| | - Federico Costanzo
- Chirurgia Generale ed Epatobiliopancreatica, E.O. Ospedali Galliera, 16128 Genova, Italy; (A.B.); (F.C.)
| | - Monica Ortenzi
- Clinica Chirurgica Universita’ Politecnica delle Marche, Ospedali Riuniti, 60121 Ancona, Italy; (M.O.); (M.G.)
| | - Andrea Divizia
- Minimally Invasive and Gastrointestinal Surgery Unit, Università e Policlinico Tor Vergata, 00133 Roma, Italy; (A.D.); (G.S.S.)
| | - Caterina Foppa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (C.F.); (A.S.)
- IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Gabriele Anania
- Department of Surgical Morphology and Experimental Medicine, AOU Ferrara, 44124 Ferrara, Italy;
| | - Antonino Spinelli
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy; (C.F.); (A.S.)
- IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Giuseppe S. Sica
- Minimally Invasive and Gastrointestinal Surgery Unit, Università e Policlinico Tor Vergata, 00133 Roma, Italy; (A.D.); (G.S.S.)
| | - Mario Guerrieri
- Clinica Chirurgica Universita’ Politecnica delle Marche, Ospedali Riuniti, 60121 Ancona, Italy; (M.O.); (M.G.)
| | - Roberto Polastri
- General Surgery Unit, Department of Surgery, Hospital of Biella, 13875 Biella, Italy; (F.M.); (R.P.)
| | - Francesco Bianco
- General Surgery Unit, San Leonardo Hospital, ASL-NA3sud, Castellammare di Stabbia, 80053 Naples, Italy; (S.G.); (F.B.)
| | - Paolo Delrio
- Colorectal surgical Oncology, Abdominal Oncology Department, Fondazione Giovanni Pascale IRCCS, 80131 Naples, Italy; (D.R.); (P.D.)
| | - Giuseppe Sammarco
- Department of Health Sciences, University of Catanzaro, 88100 Catanzaro, Italy;
| | - Micaela Piccoli
- Unita’ Operativa di Chirurgia Generale, D’Urgenza e Nuove Tecnologie, Ospedale Civile S. Agostino-Estense, Azienda Ospedaliero Universitaria di Modena, 41125 Modena, Italy; (F.P.); (M.P.)
| | - Alessandro Ferrero
- Department of General and Oncological Surgery, “Umberto I” Mauriziano Hospital, 10128 Turin, Italy; (M.M.); (A.F.)
| | - Corrado Pedrazzani
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, 37129 Verona, Italy; (G.T.); (C.P.)
| | - Michele Manigrasso
- Department of Clinical Medicine and Surgery, Department of Gastroenterology, Endocrinology and Endoscopic Surgery, University of Naples “Federico II”, 80138 Naples, Italy; (M.M.); (M.M.)
| | - Felice Borghi
- Oncologic Surgery Unit, Candiolo Cancer Institute, FPO-IRCCS, 10060 Turin, Italy;
| | - Claudio Coco
- Fondazione Policlinico Universitario A. Gemelli IRCCS, UOC Chirurgia Generale 2, 00168 Roma, Italy; (D.P.P.); (C.C.)
| | - Davide Cavaliere
- General and Oncologic Surgery, Morgagni-Pierantoni Hospital, Ausl Romagna, 47121 Forlì, Italy; (L.S.); (D.C.)
| | - Domenico D’Ugo
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy; (A.B.); (R.P.); (D.D.)
| | - Riccardo Rosati
- Department of Gastrointestinal Surgery, IRCCS San Raffaele Scientific Institute, School of Medicine, “Vita-Salute” San Raffaele University, 20132 Milan, Italy; (U.E.); (P.D.N.); (R.R.)
| | - Danila Azzolina
- Department of Environmental and Preventive Sciences, University of Ferrara, Via Fossato di Mortara 64B, 44100 Ferrara, Italy;
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Zhang C, Fu Y, Li R, Wang J, Tang D, Ren J, Wang D, Zha W. Low ligation of the inferior mesenteric artery in robotic mid-low rectal cancer surgery: a comparative study from a single-center. J Robot Surg 2024; 18:325. [PMID: 39167152 DOI: 10.1007/s11701-024-02080-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 08/12/2024] [Indexed: 08/23/2024]
Abstract
Laparoscopic total mesorectal excision is the main surgical approach for treating rectal cancer, but there is still no clear consensus on the issue of low ligation of the inferior mesenteric artery during the procedure. Robotic surgery has been shown to have certain advantages over laparoscopic surgery in multiple studies, but further research is needed to better understand the outcomes of robotic surgery in the context of low ligation procedures. In this study, we included 1590 patients with mid-low rectal cancer. Among them, 942 patients underwent low ligation surgery (LL), divided into 138 in the robotic group and 804 in the laparoscopic group. The high ligation surgery (HL) group consisted of 648 patients. The results of LL vs HL showed that the LL group had faster bowel movement recovery (P = 0.003), lower anastomotic leak rate (P = 0.032), and lower International Prostate Symptom Score (IPSS) at 6 months postoperatively (P < 0.001). The results of Rob-LL vs Lap-LL showed that the Rob-LL group had longer operative time (P < 0.001), less blood loss (P = 0.001), more lymph nodes retrieved (P = 0.045), and lower Wexner score at 2 weeks postoperatively (P = 0.029). The concept of low ligation of the inferior mesenteric artery is a promising surgical approach that can accelerate the patient's functional recovery. When combined with robotic technology, it may offer more benefits than laparoscopic techniques.
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Affiliation(s)
- Chenkai Zhang
- Clinical Medical College, Yangzhou University, Yangzhou, 225001, China
- Medical College of Yangzhou University, Yangzhou, 225001, China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou, Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, 225001, China
| | - Yayan Fu
- Clinical Medical College, Yangzhou University, Yangzhou, 225001, China
- Medical College of Yangzhou University, Yangzhou, 225001, China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou, Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, 225001, China
| | - Ruiqi Li
- Department of Gastrointestinal Surgery, Northern Jiangsu Peoples's Hospital, No.98 Nantong West Road, Yangzhou, 225001, Jiangsu Province, China
- Yangzhou, Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, 225001, China
- Nanjing University, Nanjing, 210093, China
| | - Jie Wang
- Clinical Medical College, Yangzhou University, Yangzhou, 225001, China
- Medical College of Yangzhou University, Yangzhou, 225001, China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou, Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, 225001, China
| | - Dong Tang
- Clinical Medical College, Yangzhou University, Yangzhou, 225001, China
- Medical College of Yangzhou University, Yangzhou, 225001, China
- Department of Gastrointestinal Surgery, Northern Jiangsu Peoples's Hospital, No.98 Nantong West Road, Yangzhou, 225001, Jiangsu Province, China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
| | - Jun Ren
- Clinical Medical College, Yangzhou University, Yangzhou, 225001, China
- Medical College of Yangzhou University, Yangzhou, 225001, China
- Department of Gastrointestinal Surgery, Northern Jiangsu Peoples's Hospital, No.98 Nantong West Road, Yangzhou, 225001, Jiangsu Province, China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
| | - Daorong Wang
- Clinical Medical College, Yangzhou University, Yangzhou, 225001, China.
- Medical College of Yangzhou University, Yangzhou, 225001, China.
- Department of Gastrointestinal Surgery, Northern Jiangsu Peoples's Hospital, No.98 Nantong West Road, Yangzhou, 225001, Jiangsu Province, China.
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China.
| | - Wenzhang Zha
- Clinical Medical College, Yangzhou University, Yangzhou, 225001, China.
- Medical College of Yangzhou University, Yangzhou, 225001, China.
- Department of General Surgery, Yancheng City No.1 People's Hospital, Yancheng, 224005, Jiangsu Province, China.
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