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Sentí Farrarons S, Pardo Aranda F, Galofré Recasens M, Espin Álvarez F, Herrero Fonollosa E, García Domingo MI, Cremades Pérez M, Zárate Pinedo A, Camps Lassa J, Navinés López J, Cugat Andorra E. Venous resection in pancreatic oncologic surgery: Different techniques for different situations. Cir Esp 2023; 101:816-823. [PMID: 36706805 DOI: 10.1016/j.cireng.2023.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 08/03/2022] [Accepted: 10/30/2022] [Indexed: 01/26/2023]
Abstract
INTRODUCTION To report the clinical results of patients with malignant pancreatic lesions who underwent oncological surgery with vascular resection. The type of intervention performed, types of vascular reconstruction, the pathological anatomy results, postoperative morbidity and mortality, and survival at 3 and 5 years were analyzed. METHODS Retrospective, cross-sectional and comparative analysis. We include 41 patients with malignant pancreatic lesions who underwent surgery with vascular resection due to vascular involvement, from 2013 to 2021. RESULTS The most performed surgery was pancreaticoduodenectomy (Whipple procedure) using median laparotomy, in 35 out of the 41 patients (85%). One of the cases in the series was performed laparoscopically. Type 1 reconstruction (simple suture) was performed in 11 (27%) patients, type 2 in 4 (10%) cases, type 3 (end-to-end) in 23 (56%) cases, and type 4 reconstruction by autologous graft in 3 (7%) cases. The mean length of the resected venous segment was 21 (11-46) mm, and mean surgical time was 290 (220-360) minutes. 90% (37/41) were pancreatic adenocarcinoma. 83% were considered R0, and there was involvement in the resected vascular section in 41% of the cases. Four patients had Clavien Dindo morbidity >3, and there were no cases of postoperative mortality. Survival at 3 years was 48% and at 5 years 20%. CONCLUSIONS The aggressive surgical treatment with venous resection in pancreatic malignant lesions to ensure R0 and its vascular reconstruction is a feasible technique, with an acceptable morbid-mortality rate and overall survival.
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Affiliation(s)
- Sara Sentí Farrarons
- Departamento de Cirugía General, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain
| | - Fernando Pardo Aranda
- Unidad HPB, Departamento de Cirugía General, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain.
| | - Maria Galofré Recasens
- Departamento de Cirugía General, Hospital Universitari Mútua de Terrassa, Universitat de Barcelona, Terrassa, Barcelona, Spain
| | - Francesc Espin Álvarez
- Unidad HPB, Departamento de Cirugía General, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain
| | - Eric Herrero Fonollosa
- Unidad HPB, Departamento de Cirugía General, Hospital Universitari Mútua de Terrassa, Universitat de Barcelona, Terrassa, Barcelona, Spain
| | - Maria Isabel García Domingo
- Unidad HPB, Departamento de Cirugía General, Hospital Universitari Mútua de Terrassa, Universitat de Barcelona, Terrassa, Barcelona, Spain
| | - Manel Cremades Pérez
- Unidad HPB, Departamento de Cirugía General, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain
| | - Alba Zárate Pinedo
- Unidad HPB, Departamento de Cirugía General, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain
| | - Judith Camps Lassa
- Unidad HPB, Departamento de Cirugía General, Hospital Universitari Mútua de Terrassa, Universitat de Barcelona, Terrassa, Barcelona, Spain
| | - Jordi Navinés López
- Unidad HPB, Departamento de Cirugía General, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Barcelona, Spain
| | - Esteban Cugat Andorra
- Jefe Clínico de la Unidad HPB, Departamento de Cirugía General, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Jefe Clínico de la Unidad HPB, Departamento de Cirugía General, Hospital Universitari Mútua de Terrassa, Terrassa, Barcelona, Spain
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Jin J, Yin SM, Weng Y, Chen M, Shi Y, Ying X, Gemenetzis G, Qin K, Zhang J, Deng X, Peng C, Shen B. Robotic versus open pancreaticoduodenectomy with vascular resection for pancreatic ductal adenocarcinoma: surgical and oncological outcomes from pilot experience. Langenbecks Arch Surg 2022; 407:1489-1497. [PMID: 35088144 DOI: 10.1007/s00423-021-02364-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 10/18/2021] [Indexed: 01/01/2023]
Abstract
PURPOSE Venous resection and reconstruction (VR) is a feasible surgical technique to achieve optimal outcomes in selected patients with pancreatic ductal adenocarcinoma (PDAC) who undergo open pancreaticoduodenectomy (OPD). However, data regarding patient outcomes in patients who undergo VR in robotic-assisted pancreaticoduodenectomy (RPD) are scarce. METHODS All patients with a diagnosis of PDAC who underwent upfront open or robotic pancreatoduodenectomy with VR in a high-volume institution for pancreatic surgery between 2011 and 2019 were retrospectively reviewed. Perioperative and long-term outcomes were compared between the RPD and OPD cohorts. RESULTS A total of 84 patients were included in the final analysis, 14 patients underwent RPD with VR and 70 who had OPD with VR. Reconstructed venous patency, postoperative 30-day morbidity, and 90-day mortality were comparable; however, lymph node resection rates were lower in the RPC cohort (p = 0.029). No difference was identified in 3-year survival rates between the two groups (34.0% versus 25.7% respectively, p = 0.667). CONCLUSION RPD with VR is a feasible approach for patients with PDAC and venous invasion. Further studies are needed to assess long-term outcomes compared to the open approach.
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Affiliation(s)
- Jiabin Jin
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shih-Min Yin
- Division of General Surgery, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yuanchi Weng
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mengmin Chen
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yusheng Shi
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiayang Ying
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | | | - Kai Qin
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jun Zhang
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaxing Deng
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Department of Pancreatic Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
| | - Chenghong Peng
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Department of Pancreatic Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
| | - Baiyong Shen
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Research Institute of Pancreatic Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Department of Pancreatic Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
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Filho JELP, Tustumi F, Coelho FF, Júnior SS, Honório FCC, Henriques AC, Dias AR, Waisberg J. The impact of venous resection in pancreatoduodectomy: A systematic review and meta-analysis. Medicine (Baltimore) 2021; 100:e27438. [PMID: 34622858 PMCID: PMC8500612 DOI: 10.1097/md.0000000000027438] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 09/02/2021] [Accepted: 09/17/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Vein resection pancreatoduodenectomy (VRPD) may be performed in selected pancreatic cancer patients. However, the main risks and benefits related to VRPD remain controversial. OBJECTIVE This review aimed to evaluate the risks and survival benefits that the VRPD may add when compared with standard pancreatoduodenectomy (PD). METHODS A systematic review and meta-analysis of studies comparing VRPD and PD were performed. RESULTS VRPD was associated with a higher risk for postoperative mortality (risk difference: -0.01; 95% confidence interval [CI] -0.02 to -0.00) and complications (risk difference: -0.05; 95% CI -0.09 to -0.01) than PD. The length of hospital stay was not different between the groups (mean difference [MD]: -0.65; 95% CI -2.11 to 0.81). In the VRPD, the operating time was 69 minutes higher on average (MD: -69.09; 95% CI -88.4 to -49.78), with a higher blood loss rate (MD: -314.04; 95% CI -423.86 to -195.22). In the overall survival evaluation, the hazard ratio for mortality during follow-up on the group of VRPD was higher compared to the PD group (hazard ratio: 1.13; 95% CI 1.03-1.23). CONCLUSION VRPD is associated with a higher risk of short-term complications and mortality and a lower probability of survival than PD. Knowing the risks and potential benefits of surgery can help clinicians to properly manage pancreatic cancer patients with venous invasion. The decision for surgery with major venous resection should be shared with the patients after they are informed of the risks and prognosis.
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Affiliation(s)
| | - Francisco Tustumi
- Hospital Estadual Mario Covas, Santo Andre, SP, Brazil
- Universidade de São Paulo, Sao Paulo, SP, Brazil
| | - Fabricio Ferreira Coelho
- Hospital Estadual Mario Covas, Santo Andre, SP, Brazil
- Universidade de São Paulo, Sao Paulo, SP, Brazil
| | - Sérgio Silveira Júnior
- Hospital Estadual Mario Covas, Santo Andre, SP, Brazil
- Universidade de São Paulo, Sao Paulo, SP, Brazil
| | | | | | - André Roncon Dias
- Hospital Estadual Mario Covas, Santo Andre, SP, Brazil
- Universidade de São Paulo, Sao Paulo, SP, Brazil
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Ren H, Wu CR, Aimaiti S, Wang CF. Development and validation of a novel nomogram for predicting the prognosis of patients with resected pancreatic adenocarcinoma. Oncol Lett 2020; 19:4093-4105. [PMID: 32382348 PMCID: PMC7202273 DOI: 10.3892/ol.2020.11495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 03/06/2020] [Indexed: 12/15/2022] Open
Abstract
The survival prediction for patients with resected pancreatic adenocarcinoma by using the Tumor-Node-Metastasis (TNM) staging system remains limited. A nomogram is a efficient tool that can be used to predict the outcome of patients with various types of malignancy. The present study aimed to develop and validate a nomogram for patients with resected pancreatic adenocarcinoma. A total of 368 patients (258 in the training set and 110 in the validation set) who underwent pancreatic adenocarcinoma resection at the China National Cancer Center between January 2008 and October 2018 were included in the present study. The nomogram was established according to the results from Cox multivariate analysis, which was validated by discrimination and calibration. The area under the receiver operating characteristic curve (AUC) was determined to assess the accuracy of survival predictions. The results from multivariate analysis in the training set demonstrated that blood transfusion, T-stage, N-stage, tumor grade, capsule invasion, carbohydrate antigen 199, neutrophil percentage and adjuvant therapy were independent prognostic factors for overall survival (OS; all P<0.05). Subsequently, a nomogram predicting the 1-year, 3-year and 5-year OS rates, with favorable calibration, was established based on the independent prognostic factors. The concordance indices of the nomogram were higher compared with the TNM staging system in both training and validation sets. Furthermore, a clear risk stratification system based on the nomogram was used to classify patients into the three following groups: Low-risk group (≤168), moderate-risk group (168–255) and high-risk group (>255). The risk stratification system demonstrated an improved ability in predicting the 1-year, 3-year and 5-year OS rates compared with the TNM system (AUC, 0.758, 0.709 and 0.672 vs. AUC, 0.614, 0.604 and 0.568; all P<0.05). The present study developed and validated a nomogram for patients with resected pancreatic adenocarcinoma by including additional independent prognostic factors, including tumor marker, immune index, surgical information, pathological data and adjuvant therapy. Taken together, the results from the present study indicated an improved performance of the nomogram in predicting the prognosis of patients with resected pancreatic adenocarcinoma compared with the TNM staging system.
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Affiliation(s)
- Hu Ren
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, P.R. China
| | - Chao-Rui Wu
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, P.R. China
| | - Saderbieke Aimaiti
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, P.R. China
| | - Cheng-Feng Wang
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, P.R. China
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Rodrigues V, Dopazo C, Pando E, Blanco L, Caralt M, Gómez-Gavara C, Bilbao I, Salcedo MT, Balsells J, Charco R. Is the involvement of the hepatic artery lymph node a poor prognostic factor in pancreatic adenocarcinoma? Cir Esp 2019; 98:204-211. [PMID: 31839175 DOI: 10.1016/j.ciresp.2019.09.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 09/18/2019] [Accepted: 09/29/2019] [Indexed: 12/24/2022]
Abstract
INTRODUCTION The aim of this study is to analyze the impact of hepatic artery lymph node (HALN) involvement on the survival of patients undergoing pancreaticoduodenectomy (PD) for pancreatic adenocarcinoma (PA). METHODS A single-center retrospective study analyzing patients who underwent PD for PA. Patients were included if, during PD, the HALN was submitted for pathologic evaluation. Patients were stratified by node status: PPLN- (peripancreatic lymph node)/HALN-, PPLN+/HALN- and PPLN+/HALN+. Survival analysis was estimated by the Kaplan-Meier method, and Cox regression was used for risk factors analyses. RESULTS Out of the 118 patients who underwent PD for PA, HALN status was analyzed in 64 patients. The median follow-up was 20months (r: 1-159months). HALN and PPLN were negative in 12patients (PPLN-/HALN-, 19%), PPLN was positive and HALN negative in 40patients (PPLN+/HALN-, 62%), PPLN and HALN were positive in 12 patients (PPLN+/HALN+, 19%) and PPLN was negative and HALN positive in 0 patients (PPLN-/HALN+, 0%). The overall 1, 3 and 5-year survival rates were statistically better in the PPLN-/HALN- group (82%, 72%, 54%) than in the PPLN+/HALN- group (68%, 29%, 21%) and the PPLN+/HALN+ group (72%, 9%, 9%, respectively) (P=.001 vs P=.007). The 1, 3 and 5-year probabilities of cumulative recurrence were also statistically better in the PPLN-/HALN- group (18%, 46%, 55%) than in the PPLN+/HALN- group (57%, 80%, 89%) and the PPLN+/HALN+ group (46%, 91%, 100%, respectively) (P=.006 vs P=.021). In the multivariate model, the main risk factor for overall survival and recurrence was lymphatic invasion, regardless of HALN status. CONCLUSIONS In pancreatic adenocarcinoma patients with lymph node disease, survival after PD is comparable regardless of HALN status.
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Affiliation(s)
- Victor Rodrigues
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
| | - Cristina Dopazo
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España.
| | - Elizabeth Pando
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
| | - Laia Blanco
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
| | - Mireia Caralt
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
| | - Concepción Gómez-Gavara
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
| | - Itxarone Bilbao
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
| | - María Teresa Salcedo
- Servicio de Anatomía Patológica, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
| | - Joaquim Balsells
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
| | - Ramon Charco
- Departamento de Cirugía Hepatobiliopancreática y Trasplantes, Hospital Universitario Vall d'Hebron, Universidad Autónoma de Barcelona, Barcelona, España
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Shyr BU, Chen SC, Shyr YM, Wang SE. Surgical, survival, and oncological outcomes after vascular resection in robotic and open pancreaticoduodenectomy. Surg Endosc 2019; 34:377-383. [PMID: 30963260 DOI: 10.1007/s00464-019-06779-x] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 04/04/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND To evaluate the surgical, oncological, and survival outcomes after pancreaticoduodenectomy (PD) with superior mesenteric vein (SMV)/portal vein (PV) resection by either robotic PD (RPD) or open PD (OPD). METHODS Data of patients with periampullary lesions undergoing PD were retrieved from a prospectively collected computer database. Surgical risks as well as oncological and survival outcomes were compared between patients with (vein resection group) and without SMV/PV resection (without vein resection group). RESULTS A total of 391 patients undergoing pancreaticoduodenectomy were enrolled, including 43 (11.0%) and 384 (89.0%) patients with and without vein resection, respectively. Eleven (25.6%) of PDs with vein resection were performed using the robotic approach. Operation time in the vein resection group was significantly longer (median of 8 vs. 7 h). Blood loss, curative resection (R0) rate, and harvested lymph node number were similar between these two groups. Surgical outcomes including postoperative pancreatic fistula (POPF), delayed gastric emptying (DGE), postpancreatectomy hemorrhage (PPH), chyle leakage, wound infection, and hospital stay were not significantly different between the two groups. There was no survival difference between these groups, with 1- and 3-year survival rates of 92.6% and 26.5%, respectively, for vein resection group, vs. 70.3% and 37.2%, respectively, for the without vein resection group. CONCLUSIONS PD with vein resection is technically feasible by OPD and RPD in selected patients. Additional SMV/PV would not increase the surgical risks of PD and could achieve similar survival outcomes for pancreatic head adenocarcinoma when compared to PD without vein resection.
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Affiliation(s)
- Bor-Uei Shyr
- Departments of Surgery, Taipei Veterans General Hospital, National Yang Ming University, Taipei, Taiwan
| | - Shih-Chin Chen
- Departments of Surgery, Taipei Veterans General Hospital, National Yang Ming University, Taipei, Taiwan
| | - Yi-Ming Shyr
- Departments of Surgery, Taipei Veterans General Hospital, National Yang Ming University, Taipei, Taiwan
| | - Shin-E Wang
- Departments of Surgery, Taipei Veterans General Hospital, National Yang Ming University, Taipei, Taiwan.
- Division of General Surgery, Department of Surgery, Taipei Veterans General Hospital, 201 Section 2 Shipai Road, Taipei, 112, Taiwan.
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Estándares de calidad en la cirugía oncológica pancreática en España. Cir Esp 2018; 96:342-351. [DOI: 10.1016/j.ciresp.2018.03.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 01/02/2018] [Accepted: 03/06/2018] [Indexed: 12/18/2022]
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Deng QL, Dong S, Wang L, Zhang CY, Ying HF, Li ZS, Shen XH, Guo YB, Meng ZQ, Yu JM, Chen QW. Development and Validation of a Nomogram for Predicting Survival in Patients with Advanced Pancreatic Ductal Adenocarcinoma. Sci Rep 2017; 7:11524. [PMID: 28912447 PMCID: PMC5599641 DOI: 10.1038/s41598-017-11227-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 08/21/2017] [Indexed: 12/14/2022] Open
Abstract
This study aimed to develop and validate an effective prognostic nomogram for advanced PDAC patients. We conducted a prospective multicenter cohort study involving 1,526 advanced PDAC patients from three participating hospitals in China between January 1, 2004 and December 31, 2013. Two thirds of the patients were randomly assigned to the training set (n = 1,017), and one third were assigned to the validation set (n = 509). Multivariate cox regression analysis was performed to identify significant prognostic factors for overall survival to develop the nomogram. Internal and external validation using C-index and calibration curve were conducted in the training set and validation set respectively. As results, seven independent prognostic factors were identified: age, tumor stage, tumor size, ALT (alanine aminotransferase), ALB (albumin), CA 19-9, HBV infection status, and these factors were entered into the nomogram. The proposed nomogram showed favorable discrimination and calibration both in the training set and validation set. The C-indexes of the training set and validation set were 0.720 and 0.696 respectively, which were both significantly higher than that of the staging system (C-index = 0.613, P < 0.001). In conclusion, the proposed nomogram may be served as an effective tool for prognostic evaluation of advanced PDAC.
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Affiliation(s)
- Qing-Long Deng
- Institute of Clinical Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, 200032, Shanghai, China
| | - Shu Dong
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
| | - Lei Wang
- Digestive Endoscopy Center, Department of Gastroenterology, Changhai Hospital, Second Military Medical University, 200433, Shanghai, China
| | - Chen-Yue Zhang
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
| | - Hai-Feng Ying
- Department of Integrative Medicine of Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China
| | - Zhao-Shen Li
- Digestive Endoscopy Center, Department of Gastroenterology, Changhai Hospital, Second Military Medical University, 200433, Shanghai, China
| | - Xiao-Heng Shen
- Department of Integrative Medicine of Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China
| | - Yuan-Bao Guo
- Department of Integrative Medicine of Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China
| | - Zhi-Qiang Meng
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
| | - Jin-Ming Yu
- Institute of Clinical Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, 200032, Shanghai, China.
| | - Qi-Wen Chen
- Institute of Clinical Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, 200032, Shanghai, China.
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.
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