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Tang Y, Su YX, Zheng JM, Zhuo ML, Qian QF, Shen QL, Lin P, Chen ZK. Radiogenomic analysis for predicting lymph node metastasis and molecular annotation of radiomic features in pancreatic cancer. J Transl Med 2024; 22:690. [PMID: 39075486 PMCID: PMC11288107 DOI: 10.1186/s12967-024-05479-y] [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: 01/27/2024] [Accepted: 07/03/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND To provide a preoperative prediction model for lymph node metastasis in pancreatic cancer patients and provide molecular information of key radiomic features. METHODS Two cohorts comprising 151 and 54 pancreatic cancer patients were included in the analysis. Radiomic features from the tumor region of interests were extracted by using PyRadiomics software. We used a framework that incorporated 10 machine learning algorithms and generated 77 combinations to construct radiomics-based models for lymph node metastasis prediction. Weighted gene coexpression network analysis (WGCNA) was subsequently performed to determine the relationships between gene expression levels and radiomic features. Molecular pathways enrichment analysis was performed to uncover the underlying molecular features. RESULTS Patients in the in-house cohort (mean age, 61.3 years ± 9.6 [SD]; 91 men [60%]) were separated into training (n = 105, 70%) and validation (n = 46, 30%) cohorts. A total of 1,239 features were extracted and subjected to machine learning algorithms. The 77 radiomic models showed moderate performance for predicting lymph node metastasis, and the combination of the StepGBM and Enet algorithms had the best performance in the training (AUC = 0.84, 95% CI = 0.77-0.91) and validation (AUC = 0.85, 95% CI = 0.73-0.98) cohorts. We determined that 15 features were core variables for lymph node metastasis. Proliferation-related processes may respond to the main molecular alterations underlying these features. CONCLUSIONS Machine learning-based radiomics could predict the status of lymph node metastasis in pancreatic cancer, which is associated with proliferation-related alterations.
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Affiliation(s)
- Yi Tang
- Department of Medical Ultrasound, Fujian Medical University Union Hospital, 29 Xinquan road, Fuzhou, China
| | - Yi-Xi Su
- Department of Medical Ultrasound, Fujian Medical University Union Hospital, 29 Xinquan road, Fuzhou, China
| | - Jin-Mei Zheng
- Department of Radiology, Fujian Medical University Union Hospital, 29 Xinquan road, Fuzhou, China
| | - Min-Ling Zhuo
- Department of Medical Ultrasound, Fujian Medical University Union Hospital, 29 Xinquan road, Fuzhou, China
| | - Qing-Fu Qian
- Department of Medical Ultrasound, Fujian Medical University Union Hospital, 29 Xinquan road, Fuzhou, China
| | - Qing-Ling Shen
- Department of Medical Ultrasound, Fujian Medical University Union Hospital, 29 Xinquan road, Fuzhou, China
| | - Peng Lin
- Department of Medical Ultrasound, Fujian Medical University Union Hospital, 29 Xinquan road, Fuzhou, China.
| | - Zhi-Kui Chen
- Department of Medical Ultrasound, Fujian Medical University Union Hospital, 29 Xinquan road, Fuzhou, China.
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Elshami M, Ammoun AK, Mneimneh WS, Stitzel HJ, Hue JJ, Wu VS, Kyasaram RK, Shanahan J, Musonza T, Ammori JB, Hardacre JM, Winter JM, ElHag M, Ocuin LM. Discordance Between Conventional and Detailed Lymph Node Analysis in Resected, Node-negative Pancreatic or Ampullary Adenocarcinomas and Association With Adverse Survival Outcomes: A Single-institution Analysis. Ann Surg 2023; 278:e1204-e1209. [PMID: 37051926 DOI: 10.1097/sla.0000000000005870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
OBJECTIVE To assess the frequency of occult metastases (OM) in patients with resected pancreatic ductal adenocarcinoma (PDAC) or ampullary adenocarcinoma (AA) discovered on detailed pathologic examination on lymph nodes (LNs) previously considered negative by conventional analysis and to examine the association between OM and overall survival (OS). BACKGROUND Poor prognosis of patients with no pathologic evidence of LN metastases may be due to OM that is not detected on conventional LN analysis. METHODS Patients with LN-negative resected PDAC or AA (2010-2020) were identified from our institutional database. Original hematoxylin and eosin ( H and E ) slides were reanalyzed. In addition, selected LN were analyzed by H and E (3 sections/LN) and pan-cytokeratin (AE1-AE3/PCK26) immunohistochemistry. RESULTS A total of 598 LNs from 74 LN-negative patients were reexamined. Nineteen patients (25.7%) had OM; 9 (47.4%) were found with immunohistochemistry but not on H and E . The number of positive LNs ranged from 1 to 3. No clinicodemographic, pathologic, or treatment-related factors were associated with OM. On conventional LN analysis, 3/19 patients (15.8%) had stage IA, 9/34 (26.5%) had stage IB, and 7/19 (36.8%) had stage IIA. On detailed LN analysis, 11/19 patients (57.9%) were upstaged to IIB, whereas 8/19 (42.1%) had isolated tumor cells only (N0i+). OM was associated with shorter OS (median OS: 22.3 vs 50.5 months; hazard ratio=3.95, 95% CI: 1.58-9.86). CONCLUSIONS There is a 26% discordance rate between conventional and detailed LN pathologic analysis in resected PDAC and AA. The presence of OM is associated with shorter OS.
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Affiliation(s)
- Mohamedraed Elshami
- Division of Surgical Oncology, Department of Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Alwalid K Ammoun
- Department of Pathology, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Wadad S Mneimneh
- Department of Pathology, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Henry J Stitzel
- Case Western Reserve University School of Medicine, Cleveland, OH
| | - Jonathan J Hue
- Division of Surgical Oncology, Department of Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Victoria S Wu
- Case Western Reserve University School of Medicine, Cleveland, OH
| | - Ravi K Kyasaram
- Department of Cancer Informatics, University Hospitals Cleveland Medical Center/Seidman Cancer Center, Cleveland, OH
| | - John Shanahan
- Department of Cancer Informatics, University Hospitals Cleveland Medical Center/Seidman Cancer Center, Cleveland, OH
| | - Tashinga Musonza
- Division of Surgical Oncology, Department of Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - John B Ammori
- Division of Surgical Oncology, Department of Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Jeffrey M Hardacre
- Division of Surgical Oncology, Department of Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Jordan M Winter
- Division of Surgical Oncology, Department of Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Mohamed ElHag
- Department of Pathology, Cleveland Clinic Foundation, Cleveland, OH
| | - Lee M Ocuin
- Division of Surgical Oncology, Department of Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH
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Gu Q, He M, He Y, Dai A, Liu J, Chen X, Liu P. CT-measured body composition radiomics predict lymph node metastasis in localized pancreatic ductal adenocarcinoma. Discov Oncol 2023; 14:16. [PMID: 36735166 PMCID: PMC9898483 DOI: 10.1007/s12672-023-00624-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 01/31/2023] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND To explored the value of CT-measured body composition radiomics in preoperative evaluation of lymph node metastasis (LNM) in localized pancreatic ductal adenocarcinoma (LPDAC). METHODS We retrospectively collected patients with LPDAC who underwent surgical resection from January 2016 to June 2022. According to whether there was LNM after operation, the patients were divided into LNM group and non-LNM group in both male and female patients. The patient's body composition was measured by CT images at the level of the L3 vertebral body before surgery, and the radiomics features of adipose tissue and muscle were extracted. Multivariate logistic regression (forward LR) analyses were used to determine the predictors of LNM from male and female patient, respectively. Sexual dimorphism prediction signature using adipose tissue radiomics features, muscle tissue radiomics features and combined signature of both were developed and compared. The model performance is evaluated on discrimination and validated through a leave-one-out cross-validation method. RESULTS A total of 196 patients (mean age, 60 years ± 9 [SD]; 117 men) were enrolled, including 59 LNM in male and 36 LNM in female. Both male and female CT-measured body composition radiomics signatures have a certain predictive power on LNM of LPDAC. Among them, the female adipose tissue signature showed the highest performance (area under the ROC curve (AUC), 0.895), and leave one out cross validation (LOOCV) indicated that the signature could accurately classify 83.5% of cases; The prediction efficiency of the signature can be further improved after adding the muscle radiomics features (AUC, 0.924, and the accuracy of the LOOCV was 87.3%); The abilities of male adipose tissue and muscle tissue radiomics signatures in predicting LNM of LPDAC was similar, AUC was 0.735 and 0.773, respectively, and the accuracy of LOOCV was 62.4% and 68.4%, respectively. CONCLUSIONS CT-measured body composition Radiomics strategy showed good performance for predicting LNM in LPDAC, and has sexual dimorphism. It may provide a reference for individual treatment of LPDAC and related research about body composition in the future.
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Affiliation(s)
- Qianbiao Gu
- Department of Radiology, Hunan Provincial People’s Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, 410005 China
| | - Mengqing He
- Department of Radiology, Hunan Provincial People’s Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, 410005 China
| | - Yaqiong He
- Department of Radiology, Hunan Provincial People’s Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, 410005 China
| | - Anqi Dai
- Department of Radiology, Hunan Provincial People’s Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, 410005 China
| | - Jianbin Liu
- Department of Radiology, Hunan Provincial People’s Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, 410005 China
| | - Xiang Chen
- Department of Radiology, Hunan Provincial People’s Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, 410005 China
| | - Peng Liu
- Department of Radiology, Hunan Provincial People’s Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, 410005 China
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Bian Y, Zheng Z, Fang X, Jiang H, Zhu M, Yu J, Zhao H, Zhang L, Yao J, Lu L, Lu J, Shao C. Artificial Intelligence to Predict Lymph Node Metastasis at CT in Pancreatic Ductal Adenocarcinoma. Radiology 2023; 306:160-169. [PMID: 36066369 DOI: 10.1148/radiol.220329] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background Although deep learning has brought revolutionary changes in health care, reliance on manually selected cross-sectional images and segmentation remain methodological barriers. Purpose To develop and validate an automated preoperative artificial intelligence (AI) algorithm for tumor and lymph node (LN) segmentation with CT imaging for prediction of LN metastasis in patients with pancreatic ductal adenocarcinoma (PDAC). Materials and Methods In this retrospective study, patients with surgically resected, pathologically confirmed PDAC underwent multidetector CT from January 2015 to April 2020. Three models were developed, including an AI model, a clinical model, and a radiomics model. CT-determined LN metastasis was diagnosed by radiologists. Multivariable logistic regression analysis was conducted to develop the clinical and radiomics models. The performance of the models was determined on the basis of their discrimination and clinical utility. Kaplan-Meier curves, the log-rank test, or Cox regression were used for survival analysis. Results Overall, 734 patients (mean age, 62 years ± 9 [SD]; 453 men) were evaluated. All patients were split into training (n = 545) and validation (n = 189) sets. Patients who had LN metastasis (LN-positive group) accounted for 340 of 734 (46%) patients. In the training set, the AI model showed the highest performance (area under the receiver operating characteristic curve [AUC], 0.91) in the prediction of LN metastasis, whereas the radiologists and the clinical and radiomics models had AUCs of 0.58, 0.76, and 0.71, respectively. In the validation set, the AI model showed the highest performance (AUC, 0.92) in the prediction of LN metastasis, whereas the radiologists and the clinical and radiomics models had AUCs of 0.65, 0.77, and 0.68, respectively (P < .001). AI model-predicted positive LN metastasis was associated with worse survival (hazard ratio, 1.46; 95% CI: 1.13, 1.89; P = .004). Conclusion An artificial intelligence model outperformed radiologists and clinical and radiomics models for prediction of lymph node metastasis at CT in patients with pancreatic ductal adenocarcinoma. © RSNA, 2022 Online supplemental material is available for this article. See also the editorial by Chu and Fishman in this issue.
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Affiliation(s)
- Yun Bian
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Zhilin Zheng
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Xu Fang
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Hui Jiang
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Mengmeng Zhu
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Jieyu Yu
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Haiyan Zhao
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Ling Zhang
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Jiawen Yao
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Le Lu
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Jianping Lu
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
| | - Chengwei Shao
- From the Departments of Radiology (Y.B., X.F., M.Z., J. Yu, H.Z., J.L., C.S.) and Pathology (H.J.), Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Ping An Technology, Shanghai, China (Z.Z.); and PAII Inc, Bethesda, Md (L.Z., J. Yao, L.L.)
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Olakowski M, Grudzińska E. Pancreatic head cancer - Current surgery techniques. Asian J Surg 2023; 46:73-81. [PMID: 35680512 DOI: 10.1016/j.asjsur.2022.05.117] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 03/30/2022] [Accepted: 05/20/2022] [Indexed: 12/24/2022] Open
Abstract
Pancreatic head cancer is a highly fatal disease. For now, surgery offers the only potential long-term cure albeit with a high risk of complications. However, the progress of surgical technique during the past decade has resulted in 5-year survival approaching 30% after resection and adjuvant chemotherapy. This paper presents current data on the recommended extent of lymphadenectomy, the resection margin, on the definition of resectable and borderline resectable tumors and mesopancreas. Surgical techniques proposed to improve PD are presented: the artery first approach, the uncinate process first, the mesopancreas first approach, the triangle operation, periarterial divestment, and multiorgan resection.
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Affiliation(s)
- Marek Olakowski
- Department of Gastrointestinal Surgery, Medical University of Silesia, Medyków 14, 40-752, Katowice, Poland
| | - Ewa Grudzińska
- Department of Gastrointestinal Surgery, Medical University of Silesia, Medyków 14, 40-752, Katowice, Poland.
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Kang H, Kim SS, Sung MJ, Jo JH, Lee HS, Chung MJ, Park JY, Park SW, Song SY, Park MS, Bang S. Evaluation of the 8th Edition AJCC Staging System for the Clinical Staging of Pancreatic Cancer. Cancers (Basel) 2022; 14:4672. [PMID: 36230595 PMCID: PMC9563770 DOI: 10.3390/cancers14194672] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/15/2022] [Accepted: 09/20/2022] [Indexed: 11/16/2022] Open
Abstract
The 8th edition of the American Joint Committee on Cancer (AJCC) staging system for pancreatic cancer (PC) has been validated for pathological staging; however, its significance for clinical staging remains uncertain. We validated the prognostic performance and suitability of the current staging system for the clinical staging of PC. We identified 1043 patients from our PC registry who were staged by imaging according to the 8th edition staging system and conducted analysis, including overall survival (OS) comparison. Gradual prognostic stratification according to stage hierarchy yielded significant OS differences between stage groups, except between stage I and II (p = 0.193). A substage comparison revealed no survival differences between IB (T2N0) and IIA (T3N0), which were divided by the T3 criterion only (p = 0.278). A higher N stage had significantly shorter OS than a lower N stage (all pairwise p < 0.05). However, among the 150 patients who received upfront surgery, the pathological stage was more advanced than the clinical stage in 86 (57.3%), mostly due to a false-negative cN0 (70.9%). Our results suggest that the new definition of T3 and the number-based N criteria in the 8th edition AJCC staging system may be not adequate for clinical staging. Establishing separate criteria more suitable for clinical staging should be considered.
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Affiliation(s)
- Huapyong Kang
- Department of Internal Medicine, Gil Medical Center, Gachon University College of Medicine, Incheon 21565, Korea
- Department of Medicine, Yonsei University Graduate School, Seoul 03722, Korea
| | - Seung-seob Kim
- Department of Radiology, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Min Je Sung
- Digestive Disease Center, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam 13496, Korea
| | - Jung Hyun Jo
- Division of Gastroenterology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Hee Seung Lee
- Division of Gastroenterology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Moon Jae Chung
- Division of Gastroenterology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Jeong Youp Park
- Division of Gastroenterology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Seung Woo Park
- Division of Gastroenterology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Si Young Song
- Division of Gastroenterology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Mi-Suk Park
- Department of Radiology, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Seungmin Bang
- Division of Gastroenterology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Korea
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Lee W, Lee JB, Hong S, Park Y, Kwak BJ, Jun E, Song KB, Lee JH, Hwang DW, Kim SC. Predictive Performance of Current Nodal Staging Systems in Various Categories of Pancreatic Cancer. Ann Surg Oncol 2022; 29:390-398. [PMID: 34423402 DOI: 10.1245/s10434-021-10641-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 07/24/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND Nodal staging systems (NSS) for pancreatic ductal adenocarcinoma (PDAC) classify patients on the basis of number of metastatic lymph nodes (MLN), metastatic/retrieved lymph node ratio (LNR), and log odds of positive LN (LODDS). The relative prognostic performance of these NSS, however, remains unclear. PATIENTS AND METHODS We identified 2584 patients who underwent surgery for PDAC between 2010 and 2019. Subgroups of each staging system were classified using K-adaptive partitioning method and assessed by comparing time-dependent areas under the curve (AUC) 5 years after surgery. RESULTS Patients were subgrouped by MLN (0, 1-3, ≥ 4), LNR (0, 0-0.23, > 0.23), and LODDS (< - 3.5, - 3.5 to - 0.970, > - 0.97). All three NSS were independent prognostic factors for overall survival (OS) and recurrence-free survival (RFS). The AUCs for OS were comparable for the MLN (0.622), LNR (0.609), and LODDS (0.596) systems. Subgroup evaluation based on 12 retrieved lymph nodes (RLN), R1 resection, and extent of resection showed that the AUCs of the MLN and LNR NSS were comparable for OS and RFS regardless of the number of RLNs, R1 resection, and extent of resection. By contrast, the AUCs of the LODDS NSS were lower. CONCLUSION The NSS based on the number of MLN is the best prognostic indicator, with prognostic performance comparable to the other NSS and greater convenience for practical use. This NSS was applicable regardless of the numbers of RLN, R1 resection, and extent of resection.
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Affiliation(s)
- Woohyung Lee
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Jung Bok Lee
- Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Sarang Hong
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Yejong Park
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Bong Jun Kwak
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Eunsung Jun
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Ki Byung Song
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Jae Hoon Lee
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Dae Wook Hwang
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Song Cheol Kim
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, 05505, Republic of Korea.
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8
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Wang W, Shen Z, Zhang J, Chen H, Deng X, Peng C, Xie J, Xu Z, Shen B. A Novel Criterion for Lymph Nodes Dissection in Distal Pancreatectomy for Ductal Adenocarcinoma: A Population Study of the US SEER Database. Ann Surg Oncol 2021; 29:1533-1539. [PMID: 34622372 DOI: 10.1245/s10434-021-10797-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 08/01/2021] [Indexed: 11/18/2022]
Abstract
OBJECTIVE The aim of this study was to clarify the minimum number of examined lymph nodes (MNELNs) required to ensure the quality of lymph node detection and its impact on long-term survival in distal pancreatectomy for pancreatic ductal adenocarcinoma. METHODS Clinicopathological characteristics and survival data of patients with resectable pancreatic cancer who underwent distal pancreatectomy between 2004 and 2017 were collected from the Surveillance, Epidemiology, and End Results database. The associations between the number of examined lymph nodes (ELNs) and number of positive lymph nodes (PLNs), stage migration, and overall survival were investigated through adjusted multivariate models with locally weighted scatterplot smoothing smoothing fitting curves and estimation of the structural breakpoints. Kaplan-Meier survival analysis and X-tile software were used to identify the ideal cut-off value for ELNs. RESULTS In total, 2610 consecutive patients who underwent distal pancreatectomy between 2004 and 2017 were included in this study. The optimal ELN count according to the associations between the number of ELNs and number of PLNs, odds ratio for stage migration, or hazard ratio for overall survival were 19, 17, and 19, respectively. Furthermore, the optimal division of ELN count for maximum overall survival was divided into three populations (ELN ≤ 8, ELN 9-18, ELN ≥ 19) based on X-tile software. CONCLUSION A minimal count of 19 lymph nodes was demanded to guarantee the quality of lymph node examination in patients with distal pancreatectomy. Long-term survival could be delimited by MNELNs. A sufficient number of ELNs could improve the accuracy of cancer staging and reflect a better overall survival.
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Affiliation(s)
- Weishen Wang
- 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.,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China.,Institute of Translational Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ziyun 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.,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China.,Institute of Translational Medicine, Shanghai Jiao Tong University, 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.,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China.,Institute of Translational Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hao 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.,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China.,Institute of Translational Medicine, Shanghai Jiao Tong University, 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.,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China.,Institute of Translational Medicine, Shanghai Jiao Tong University, Shanghai, 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.,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China.,Institute of Translational Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Junjie Xie
- 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. .,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China. .,Institute of Translational Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Zhiwei Xu
- 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. .,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China. .,Institute of Translational Medicine, Shanghai Jiao Tong University, Shanghai, 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. .,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China. .,Institute of Translational Medicine, Shanghai Jiao Tong University, Shanghai, China.
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9
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Hashimoto D, Satoi S, Ishida M, Nakagawa K, Kotsuka M, Takagi T, Ryota H, Terai T, Sakaguchi T, Nagai M, Yamaki S, Akahori T, Yamamoto T, Sekimoto M, Sho M. Does direct invasion of peripancreatic lymph nodes impact survival in patients with pancreatic ductal adenocarcinoma? A retrospective dual-center study. Pancreatology 2021; 21:884-891. [PMID: 33773918 DOI: 10.1016/j.pan.2021.03.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 02/15/2021] [Accepted: 03/14/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma can directly invade the peripancreatic lymph nodes; however, the significance of direct lymph node invasion is controversial, and it is currently classified as lymph node metastasis. This study aimed to identify the impact of direct invasion of peripancreatic lymph nodes on survival in patients with pancreatic ductal adenocarcinoma. METHODS A total of 411 patients with resectable/borderline resectable pancreatic ductal adenocarcinoma who underwent pancreatic resection at two high-volume centers from 2006 to 2016 were evaluated retrospectively. RESULTS Sixty (14.6%) patients had direct invasion of the peripancreatic lymph nodes without isolated lymph node metastasis (N-direct group), 189 (46.0%) had isolated lymph node metastasis (N-met group), and 162 (39.4%) had neither direct invasion nor isolated metastasis (N0 group). There was no significant difference in median overall survival between the N-direct group (35.0 months) and the N0 group (45.6 month) (p = 0.409), but survival was significantly longer in the N-direct compared with the N-met group (25.0 months) (p = 0.003). Similarly, median disease-free survival was similar in the N-direct (21.0 months) and N0 groups (22.7 months) (p = 0.151), but was significantly longer in the N-direct compared with the N-met group (14.0 months) (p < 0.001). Multivariate analysis identified resectability, adjuvant chemotherapy, and isolated lymph node metastasis as independent predictors of overall survival. However, direct lymph node invasion was not a predictor of survival. CONCLUSION Direct invasion of the peripancreatic lymph nodes had no effect on survival in patients undergoing pancreatic resection for pancreatic ductal adenocarcinoma, and should therefore not be classified as lymph node metastasis.
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Affiliation(s)
- Daisuke Hashimoto
- Department of Surgery, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan
| | - Sohei Satoi
- Department of Surgery, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan.
| | - Mitsuaki Ishida
- Department of Pathology and Clinical Laboratory, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan
| | - Kenji Nakagawa
- Department of Surgery, Nara Medical University School of Medicine, 840 Shijo-cho, Kashihara, Nara, 634-8522, Japan
| | - Masaya Kotsuka
- Department of Surgery, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan
| | - Tadataka Takagi
- Department of Surgery, Nara Medical University School of Medicine, 840 Shijo-cho, Kashihara, Nara, 634-8522, Japan
| | - Hironori Ryota
- Department of Surgery, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan
| | - Taichi Terai
- Department of Surgery, Nara Medical University School of Medicine, 840 Shijo-cho, Kashihara, Nara, 634-8522, Japan
| | - Tatsuma Sakaguchi
- Department of Surgery, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan
| | - Minako Nagai
- Department of Surgery, Nara Medical University School of Medicine, 840 Shijo-cho, Kashihara, Nara, 634-8522, Japan
| | - So Yamaki
- Department of Surgery, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan
| | - Takahiro Akahori
- Department of Surgery, Nara Medical University School of Medicine, 840 Shijo-cho, Kashihara, Nara, 634-8522, Japan
| | - Tomohisa Yamamoto
- Department of Surgery, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan
| | - Mitsugu Sekimoto
- Department of Surgery, Kansai Medical University, 2-5-1 Shin-machi, Hirakata-city, Osaka, 573-1010, Japan
| | - Masayuki Sho
- Department of Surgery, Nara Medical University School of Medicine, 840 Shijo-cho, Kashihara, Nara, 634-8522, Japan
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10
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Fu N, Wang W, Cheng D, Wang J, Xu Z, Deng X, Peng C, Chen H, Shen B. Original study: The rescue staging for pancreatic ductal adenocarcinoma with inadequate examined lymph nodes. Pancreatology 2021; 21:724-730. [PMID: 33642141 DOI: 10.1016/j.pan.2021.02.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 12/16/2020] [Accepted: 02/08/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND In previous studies, it's recommended that the lymph node involvement should be evaluated with enough examined lymph nodes (eLNs) in the 8th American Joint Committee on Cancer (AJCC) staging system for pancreatic cancer. This study aims to put forward a rescue staging system for pancreatic ductal adenocarcinoma (PDAC) patients with inadequate eLNs after pancreatoduodenectomy (PD). METHOD 11,224 PDAC patients undergoing PD in The Surveillance, Epidemiology, and End Results (SEER) database were included. Another Ruijin Pancreatic Disease Center (RJPDC) database consisted of 821 patients was utilized for external validation. RESULTS The proportions of patients with eLNs≥15 were 44.7% and 32.8% in SEER and RJPDC database separately. The rescue staging system was put forward relying on LNR (HR = 1.83, 95% CI 1.74-1.92, P < 0.001) for N staging of eLNs<15 population and pLNs for the rest. The TNM modalities were also rearranged in the rescue system for better survival coordination. The C-index of rescue staging system was 0.638 while that of AJCC 8th staging system was 0.613 in SEER database. Similar phenomena were observed in RJPDC database. Kaplan-Meier analyses revealed reliable internal coherences (SEER: Ib: P = 0.26; IIa: P = 0.063; IIb: P = 0.53; IIIa: P = 0.11. RJPDC Ib: P = 0.32; IIa: P = 0.66; IIb: P = 0.76; IIIa: P = 0.66) and significant staging efficiency (SEER: P < 0.001; RJPDC: P = 0.002). CONCLUSION A rescue staging system was put forward regardless of the eLNs number. And the novel system manifested better predictive capacity than 8th AJCC staging system.
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Affiliation(s)
- Ningzhen Fu
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China
| | - Weishen Wang
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China
| | - Dongfeng Cheng
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China
| | - Jiancheng Wang
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China
| | - Zhiwei Xu
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China
| | - Xiaxing Deng
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China
| | - Chenghong Peng
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China
| | - Hao Chen
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China.
| | - Baiyong Shen
- Pancreatic Disease Center, Shanghai Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Research Institute of Pancreatic Disease, Shanghai Jiaotong University School of Medicine, Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, China.
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11
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Sun YL, Gou JJ, Zhang KM, Li WQ, Ma XX, Zhou L, Zhu RT, Li J. Complete resection of the gastric antrum decreased incidence and severity of delayed gastric emptying after pancreaticoduodenectomy. Hepatobiliary Pancreat Dis Int 2021; 20:182-189. [PMID: 33342660 DOI: 10.1016/j.hbpd.2020.12.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Accepted: 10/30/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND Delayed gastric emptying (DGE) is the main complication after pancreaticoduodenectomy (PD), but the mechanism is still unclear. The aim of this study was to elucidate the role of complete resection of the gastric antrum in decreasing incidence and severity of DGE after PD. METHODS Sprague-Dawley rats were divided into three groups: expanded resection (ER group), complete resection (CR group), and incomplete resection (IR group) of the gastric antrum. The tension (g) of remnant stomach contraction was observed. We analyzed the histological morphology of the gastric wall by different excisional methods after distal gastrectomy. Moreover, patients underwent PD at our department between January 2012 and May 2016 were included in the study. These cases were divided into IR group and CR group of the gastric antrum, and the clinical data were retrospectively analyzed. RESULTS The ex vivo remnant stomachs of CR group exhibited much greater contraction tension than others (P < 0.05). The contraction tension of the remnant stomach increased with increasing acetylcholine concentration, while remained stable at the concentration of 10 × 10-5 mol/L. Furthermore, 174 consecutive patients were included and retrospectively analyzed in the study. The incidence of DGE was significantly lower (3.5% vs. 21.3%, P < 0.01) in CR group than in IR group. In addition, hematoxylin-eosin staining analyses of the gastric wall confirmed that the number of transected circular smooth muscle bundles were higher in IR group than in CR group (8.24 ± 0.65 vs. 3.76 ± 0.70, P < 0.05). CONCLUSIONS The complete resection of the gastric antrum is associated with decreased incidence and severity of DGE after PD. Gastric electrophysiological and physiopathological disorders caused by damage to gastric smooth muscles might be the mechanism underlying DGE.
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Affiliation(s)
- Yu-Ling Sun
- Institute of Hepatobiliary and Pancreatic Diseases, Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China.
| | - Jian-Jun Gou
- Institute of Hepatobiliary and Pancreatic Diseases, Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Kai-Ming Zhang
- Institute of Hepatobiliary and Pancreatic Diseases, Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Wen-Qi Li
- Institute of Hepatobiliary and Pancreatic Diseases, Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Xiu-Xian Ma
- Institute of Hepatobiliary and Pancreatic Diseases, Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Lin Zhou
- Department of Digestive, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Rong-Tao Zhu
- Institute of Hepatobiliary and Pancreatic Diseases, Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Jian Li
- Institute of Hepatobiliary and Pancreatic Diseases, Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
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12
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Byun Y, Lee KB, Jang JY, Han Y, Choi YJ, Kang JS, Kim H, Kwon W. Peritumoral lymph nodes in pancreatic cancer revisited; is it truly equivalent to lymph node metastasis? JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2021; 28:893-901. [PMID: 33735543 DOI: 10.1002/jhbp.940] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 02/17/2021] [Accepted: 02/21/2021] [Indexed: 01/11/2023]
Abstract
BACKGROUND Lymph node (LN) metastasis is a well-known poor prognostic factor of pancreatic cancer. LN metastasis, through direct invasion of tumor cell to peritumoral lymph nodes (PTLN), is treated as the same as those which spread through lymphatic channels. This study aimed to evaluate the impact of PTLN invasion on the oncologic outcome of pancreatic cancer. METHODS Five hundred and six patients who underwent operation for pancreatic ductal adenocarcinoma from 2012 to 2018 were reviewed. PTLN invasion was defined as direct invasion of tumor cells in contact with main tumor. RESULTS Among the 506 patients, 112 patients (22.1%) had PTLN invasion. PTLN invasion group (PTLNI) showed better disease-free survival than regional LN metastasis group (RLNM) and combined LN metastasis group (CLNM) (PTLNI 21 vs RLNM 11 vs CLNM 12 months, P = .003). There was no significant difference between N0 and PTLNI (PTLNI 21 vs N0 23 months, P = .999). In multivariate analysis, conventional LN metastasis was a significant factor compared to N0, but PTLN invasion was not (hazard ratio 0.786 [0.507-1.220], P = .283). CONCLUSION Because PTLN invasion does not adversely affect survival in the same way as LN metastasis does, pancreatic cancer-may be overstaged if PTLN invasion were dealt in the same manner as a metastatic LN. Therefore, PTLN invasion should be disregarded from current nodal staging system.
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Affiliation(s)
- Yoonhyeong Byun
- Division of Pancreatobiliary Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Kyoung-Bun Lee
- Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
| | - Jin-Young Jang
- Division of Pancreatobiliary Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Youngmin Han
- Division of Pancreatobiliary Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Yoo Jin Choi
- Division of Pancreatobiliary Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Jae Seung Kang
- Division of Pancreatobiliary Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Hongbeom Kim
- Division of Pancreatobiliary Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Wooil Kwon
- Division of Pancreatobiliary Surgery, Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
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13
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Lin NC, Su IH, Hsu JT, Chang YJ, Tsai KY. Comparison of different lymph node staging systems in patients with positive lymph nodes in oral squamous cell carcinoma. Oral Oncol 2021; 114:105146. [PMID: 33465680 DOI: 10.1016/j.oraloncology.2020.105146] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 12/07/2020] [Accepted: 12/12/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVES The evaluation of neck lymph node metastasis is critical for predicting survival after head and neck cancer treatment. However, traditional pathological N staging does not completely correlate with survival; the total number of lymph nodes resected during surgery affects staging, and a minimal number of nodes must be resected to achieve a superior outcome. Thus, the prognostic abilities of various lymph node staging systems for oral cavity squamous cell carcinoma (OSCC)-positive lymph nodes were compared. MATERIALS AND METHODS Data for 639 patients with OSCC-positive nodes who were treated and monitored at the Changhua Christian Hospital were retrospectively analyzed. The different N staging systems were compared to evaluate their disease-free survival (DFS) predictability. RESULTS The areas under the receiver operating characteristic curve were as follows: 0.551 for the traditional American Joint Committee on Cancer (AJCC) N staging, 0.60 for lymph node density (LND), 0.596 for log odds of positive lymph nodes (LODDS), and 0.597 for the number of metastatic lymph nodes (nmLN). The LND, LODDS, and nmLN systems could predict DFS better than AJCC N staging. Multivariable analysis for DFS revealed that extranodal spread, level IV or V positive nodes, and tumor invasion deeper than 13 mm were independent prognostic factors in these four models. LND and LODDS predicted DFS better than pathological N staging. CONCLUSION LND and LODDS staging predicted DFS better than AJCC N staging for OSCC-positive nodes. In the future, the prognostic ability of AJCC staging may be strengthened by LND or LODDS staging.
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Affiliation(s)
- Nan-Chin Lin
- School of Dentistry, China Medical University, Taichung, Taiwan; Department of Oral and Maxillofacial Surgery, Changhua Christian Hospital, Changhua, Taiwan
| | - I-Hsien Su
- Department of Oral and Maxillofacial Surgery, Changhua Christian Hospital, Changhua, Taiwan
| | - Jui-Ting Hsu
- School of Dentistry, China Medical University, Taichung, Taiwan; Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan
| | - Yu-Jun Chang
- Epidemiology and Biostatistics Center, Changhua Christian Hospital, Changhua, Taiwan; Big Data Center, Changhua Christian Hospital, Changhua, Taiwan
| | - Kuo-Yang Tsai
- Department of Oral and Maxillofacial Surgery, Changhua Christian Hospital, Changhua, Taiwan; College of Nursing and Health Science, Da-Yeh University, Changhua, Taiwan.
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14
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Guarneri G, de Mestier L, Landoni L, Partelli S, Gaujoux S, Andreasi V, Nessi C, Dokmak S, Fontana M, Dousset B, Ruszniewski P, Bassi C, Falconi M, Sauvanet A. Prognostic Role of Examined and Positive Lymph Nodes after Distal Pancreatectomy for Non-Functioning Neuroendocrine Neoplasms. Neuroendocrinology 2021; 111:728-738. [PMID: 32585667 DOI: 10.1159/000509709] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Accepted: 06/23/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND The most appropriate nodal staging system for non-functioning pancreatic neuroendocrine tumours (NF-PanNETs) remains unclear. Despite some evidence is available for pancreaticoduodenectomy, the adequate nodal staging is still unknown for distal pancreatectomy (DP). The aim of the present study was to evaluate the prognostic impact of the number of positive lymph nodes (PLNs) after DP for NF-PanNETs and to define the minimal number of lymph nodes to be harvested for an appropriate nodal staging. METHODS Data were retrospectively collected from patients who underwent DP with curative intent (R0-R1) for sporadic well-differentiated NF-PanNETs in 4 European high-volume centres. NF-PanNETs with nodal involvement (N+) were subclassified into N1 (1-3 PLNs) and N2 (4 or more PLNs). Univariate and multivariate analyses of disease-free survival (DFS) were performed. RESULTS Of 271 patients in the study, 62 (23%) had nodal involvement (N+). A higher probability of N+ was associated with the following factors: grading, resection margin status, perineural and microvascular invasion, and the number of examined lymph nodes. Three-year DFS rate for N0, N1, and N2 patients was 92, 72, and 50%, respectively (p < 0.001). At multivariate analysis, independent predictors of DFS were grading, T stage, presence of necrosis, and nodal status. For patients with ≥12 examined/resected lymph nodes, the N status remained a significant predictor of disease recurrence (p < 0.001), while it failed to predict recurrence in patients with <12 lymph nodes examined/resected (p = 0.116). CONCLUSIONS A minimal number of 12 nodes should be harvested in case of DP for NF-PanNET for an appropriate nodal staging. The number of positive lymph nodes is an independent predictor of DFS after DP for NF-PanNET, and the N0/N1/N2 nodal classification seems to be more relevant than the current N0/N+ staging.
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Affiliation(s)
- Giovanni Guarneri
- Department of Hepato-Bilio-Pancreatic Surgery, ENETS Centre of Excellence, Beaujon Hospital, APHP, Clichy, France,
- Pancreatic Surgery Unit, ENETS Centre of Excellence, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy,
| | - Louis de Mestier
- Department of Gastroenterology and Pancreatology, ENETS Centre of Excellence, Beaujon Hospital, APHP, Clichy, France
| | - Luca Landoni
- General and Pancreatic Surgery, Pancreas Institute, University of Verona, Verona, Italy
| | - Stefano Partelli
- Pancreatic Surgery Unit, ENETS Centre of Excellence, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Sébastien Gaujoux
- Department of Digestive and Endocrine Surgery, Cochin Hospital, APHP, Paris, France
| | - Valentina Andreasi
- Pancreatic Surgery Unit, ENETS Centre of Excellence, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Chiara Nessi
- General and Pancreatic Surgery, Pancreas Institute, University of Verona, Verona, Italy
| | - Safi Dokmak
- Department of Hepato-Bilio-Pancreatic Surgery, ENETS Centre of Excellence, Beaujon Hospital, APHP, Clichy, France
| | - Michele Fontana
- General and Pancreatic Surgery, Pancreas Institute, University of Verona, Verona, Italy
| | - Bertrand Dousset
- Department of Digestive and Endocrine Surgery, Cochin Hospital, APHP, Paris, France
| | - Philippe Ruszniewski
- Department of Gastroenterology and Pancreatology, ENETS Centre of Excellence, Beaujon Hospital, APHP, Clichy, France
| | - Claudio Bassi
- General and Pancreatic Surgery, Pancreas Institute, University of Verona, Verona, Italy
| | - Massimo Falconi
- Pancreatic Surgery Unit, ENETS Centre of Excellence, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Alain Sauvanet
- Department of Hepato-Bilio-Pancreatic Surgery, ENETS Centre of Excellence, Beaujon Hospital, APHP, Clichy, France
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15
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Kwon J, Song KB, Park SY, Shin D, Hong S, Park Y, Lee W, Lee JH, Hwang DW, Kim SC. Comparison of Minimally Invasive Versus Open Pancreatoduodenectomy for Pancreatic Ductal Adenocarcinoma: A Propensity Score Matching Analysis. Cancers (Basel) 2020; 12:982. [PMID: 32326595 PMCID: PMC7226374 DOI: 10.3390/cancers12040982] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 04/11/2020] [Accepted: 04/13/2020] [Indexed: 12/18/2022] Open
Abstract
Background: Few studies have compared perioperative and oncological outcomes between minimally invasive pancreatoduodenectomy (MIPD) and open pancreatoduodenectomy (OPD) for pancreatic ductal adenocarcinoma (PDAC). Methods: A retrospective review of patients undergoing MIPD and OPD for PDAC from January 2011 to December 2017 was performed. Perioperative, oncological, and survival outcomes were analyzed before and after propensity score matching (PSM). Results: Data from 1048 patients were evaluated (76 MIPD, 972 OPD). After PSM, 73 patients undergoing MIPD were matched with 219 patients undergoing OPD. Operation times were longer for MIPD than OPD (392 vs. 327 min, p < 0.001). Postoperative hospital stays were shorter for MIPD patients than OPD patients (12.4 vs. 14.2 days, p = 0.040). The rate of overall complications and postoperative pancreatic fistula did not differ between the two groups. Adjuvant treatment rates were higher following MIPD (80.8% vs. 59.8%, p = 0.002). With the exception of perineural invasion, no differences were seen between the two groups in pathological outcomes. The median overall survival and disease-free survival rates did not differ between the groups. Conclusions: MIPD showed shorter postoperative hospital stays and comparable perioperative and oncological outcomes to OPD for selected PDAC patients. Future randomized studies will be required to validate these findings.
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Affiliation(s)
- Jaewoo Kwon
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
| | - Ki Byung Song
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
| | - Seo Young Park
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea;
| | - Dakyum Shin
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
| | - Sarang Hong
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
| | - Yejong Park
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
| | - Woohyung Lee
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
| | - Jae Hoon Lee
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
| | - Dae Wook Hwang
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
| | - Song Cheol Kim
- Division of Hepato-Biliary and Pancreatic Surgery, Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul 05505, Korea; (J.K.); (K.B.S.); (D.S.); (S.H.); (Y.P.); (W.L.); (J.H.L.); (D.W.H.)
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16
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Zheng ZJ, Wang MJ, Tan CL, Chen YH, Ping J, Liu XB. Prognostic impact of lymph node status in patients after total pancreatectomy for pancreatic ductal adenocarcinoma: A strobe-compliant study. Medicine (Baltimore) 2020; 99:e19327. [PMID: 32080152 PMCID: PMC7034702 DOI: 10.1097/md.0000000000019327] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 01/22/2020] [Accepted: 01/23/2020] [Indexed: 02/05/2023] Open
Abstract
The optimal number of examined lymph nodes (ELN) for staging and impact of nodal status on survival following total pancreatectomy (TP) for pancreatic ductal adenocarcinoma (PDAC) is unclear. The aim of this study was to evaluate the prognostic impact of different lymph node status after TP for PDAC.The Surveillance, Epidemiology, and End Results (SEER) database was used to identify patients who underwent TP for PDAC from 2004 to 2015. We calculated overall survival (OS) of these patients using Kaplan-Meier analysis and Cox proportional hazards model.Overall, 1291 patients were included in the study, with 869 node-positive patients (49.5%). A cut-off points analysis revealed that 19, 19, and 13 lymph nodes best discriminated OS for all patients, node-negative patients, and node-positive patients, respectively. Higher number of ELN than the corresponding cut-off points was an independent predictor for better prognosis [all patients: hazard ratios (HR) 0.786, P = .002; node-negative patients: HR 0.714, P = .043; node-positive patients: HR 0.678, P < .001]. For node-positive patients, 1 to 3 positive lymph nodes (PLN) correlated independently with better survival compared with those with 4 or more PLN (HR 1.433, P = .002). Moreover, when analyzed in node-positive patients with less than 13 ELN, neither the number of PLN nor lymph node ratio (LNR) was associated with survival. However, when limited node-positive patients with at least 13 ELN, univariate analyses showed that both the number of PLN and LNR were associated with survival, whereas multivariate analyses demonstrated that only number of PLN was consistently associated with survival (HR 1.556, P = .004).Evaluation at least 19 lymph nodes should be considered as quality metric of surgery in patients who underwent TP for PDAC. For node-negative patients, a minimal number of 19 lymph nodes is adequate to avoid stage migration. For node-positive patients, PLN is superior to LNR in predicting survival after TP, predominantly for those with high number of ELN.
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Affiliation(s)
| | - Mo-Jin Wang
- Department of Gastrointestinal Surgery, Institute of Digestive Surgery and State key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | | | | | - Jie Ping
- Division of Epidemiology, Vanderbilt University Medical Center, Nashville, USA
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Agalar C, Aysal A, Unek T, Egeli T, Ozbilgin M, Akturk N, Semiz HS, Unek T, Akarsu M, Soyturk M, Ellidokuz H, Sagol O, Astarcioglu I. The Role of Log Odds of Positive Lymph Nodes in Predicting the Survival after Resection for Ampullary Adenocarcinoma. Pathol Oncol Res 2020; 26:467-473. [PMID: 30693420 DOI: 10.1007/s12253-019-00584-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 01/15/2019] [Indexed: 12/13/2022]
Abstract
Lymph node metastasis is a important factor on survival in ampullary adenocarcinoma. Log odds of positive lymph nodes (LODDS) is a novel prognostic indicator on lymph node status. We aimed to evaluate the prognostic impact of LODDS for the patients with ampullary adenocarcinoma who underwent R0 pancreaticoduodenectomy. The study includes 42 patients.. LODDS was calculated as "log (number of metastatic lymph nodes+0.5)/(number of total harvested nodes - metastatic lymph nodes+0.5)". LODDS subgroups were created based on their LODDS value: LODDS1(LODDS≤ - 1.5), LODDS2(-1.5 < LODDS≤ - 1.0), LODDS3(-1.0 < LODDS≤ - 0.5), LODDS4(LODDS> - 0.5). The mean survival time was 72.7 ± 7.82 months. Survival rates for 1, 3 and 5 years were 93%, 65% and 45%, respectively. The mean LODDS value was -1.0466 ± 0.51. LODDS subgroups show strong correlation with Overall Survival(OS). The mean survival were 114.8, 81.8, 56.6 and 25.6 months in LODDS subgroups 1, 2, 3 and 4, respectively (Log-rank; p = 0.002), in addition LOODS values shows correlation with perineural invasion and micro vascular invasion (p = 0.015 and p = 0.001 respectively). Findings in our patient group support the hypothesis that LODDS subgroups correlate with OS, and that value of LODDS has considerable role in prediction of OS as well.
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Affiliation(s)
- Cihan Agalar
- The Department of General Surgery, Dokuz Eylul University School of Medicine, Balcova, İnciraltı, 35340, İzmir, Turkey.
| | - Anıl Aysal
- The Department of Pathology, Dokuz Eylul University School of Medicine, Izmir, Turkey
| | - Tarkan Unek
- The Department of General Surgery, Dokuz Eylul University School of Medicine, Balcova, İnciraltı, 35340, İzmir, Turkey
| | - Tufan Egeli
- The Department of General Surgery, Dokuz Eylul University School of Medicine, Balcova, İnciraltı, 35340, İzmir, Turkey
| | - Mucahit Ozbilgin
- The Department of General Surgery, Dokuz Eylul University School of Medicine, Balcova, İnciraltı, 35340, İzmir, Turkey
| | - Nesrin Akturk
- The Department of Radiation Oncology, Dokuz Eylul University School of Medicine, Izmir, Turkey
| | - Huseyin Salih Semiz
- The Department of Medical Oncology, Dokuz Eylul University School of Medicine, Izmir, Turkey
| | - Tugba Unek
- The Department of Medical Oncology, Dokuz Eylul University School of Medicine, Izmir, Turkey
| | - Mesut Akarsu
- The Department of Gastroenterology, Dokuz Eylul University School of Medicine, Izmir, Turkey
| | - Müjde Soyturk
- The Department of Gastroenterology, Dokuz Eylul University School of Medicine, Izmir, Turkey
| | - Hulya Ellidokuz
- The Department of Preventive Oncology, Dokuz Eylul University School of Medicine, Izmir, Turkey
| | - Ozgul Sagol
- The Department of Pathology, Dokuz Eylul University School of Medicine, Izmir, Turkey
| | - Ibrahim Astarcioglu
- The Department of General Surgery, Dokuz Eylul University School of Medicine, Balcova, İnciraltı, 35340, İzmir, Turkey
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18
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Lymph node ratio as valuable predictor in pancreatic cancer treated with R0 resection and adjuvant treatment. BMC Cancer 2019; 19:952. [PMID: 31615457 PMCID: PMC6794802 DOI: 10.1186/s12885-019-6193-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 09/24/2019] [Indexed: 02/06/2023] Open
Abstract
Background Lymph-node (LN) metastasis is an important prognostic factor in resected pancreatic cancer. In this study, the prognostic value of American Joint Committee on Cancer (AJCC) 8th edition N stage, lymph-node ratio (LNR), and log odds of positive lymph nodes (LODDS) in resected pancreatic cancer was investigated. Methods Between January 2005 and December 2017, there were 351 patients with pancreatic cancer treated with R0 resection and adjuvant therapy at Seoul National University Hospital. Relationships between the three LN parameters and overall survival (OS) and recurrence-free survival (RFS) were evaluated using a log-rank test and Cox proportional hazard regression model. Each multivariate-adjusted LN parameter was internally validated by bootstrap-corrected Harrell’s C-index. Results The mean duration from surgery to adjuvant therapy was 47.6 ± 17.4 days. In total, the median OS and RFS was 31.7 (95% CI, 27.2-37.2) and 15.4 (95% CI, 13.5-17.7) months. The three LN classification systems were significantly correlated with OS and RFS in log-rank tests and multivariate-adjusted models (all p < 0.05). When internally validated, LNR showed the highest discrimination ability in predicting OS and RFS (each C–index = 0.65). LNR also showed the highest C-index in subgroup analysis, classified by adjuvant therapy modality. LNR and the AJCC 8th edition LN classification system were significantly associated with loco-regional recurrence (p = 0.026 and p = 0.027, respectively). Conclusions LNR, which showed the best prognostic performance and significant relationship with loco-regional recurrence, can help further stratify the patients and establish an active treatment plan.
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19
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Significance of Examined Lymph Node Number in Accurate Staging and Long-term Survival in Resected Stage I–II Pancreatic Cancer—More is Better? A Large International Population-based Cohort Study. Ann Surg 2019; 274:e554-e563. [DOI: 10.1097/sla.0000000000003558] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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20
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Kassardjian A, Stanzione N, Donahue TR, Wainberg ZA, Damato L, Wang HL. Impact of Changes in the American Joint Committee on Cancer Staging Manual, Eighth Edition, for Pancreatic Ductal Adenocarcinoma. Pancreas 2019; 48:876-882. [PMID: 31268985 DOI: 10.1097/mpa.0000000000001349] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Consistent and reliable tumor staging is a critical factor in determining treatment strategy, selection of patients for adjuvant therapy, and for therapeutic clinical trials. The aim of this study was to evaluate the number and extent of pancreatic ductal adenocarcinoma (PDAC) cases that would have a different pT, pN, and overall stages based on the new eighth edition American Joint Committee on Cancer staging system when compared with the seventh edition. METHODS Patients diagnosed with PDAC who underwent pancreaticoduodenectomy, total pancreatectomy, or distal pancreatectomy from 2007 to 2017 were retrospectively reviewed. A total of 340 cases were included. RESULTS According to the seventh edition, the vast majority of tumors in our cohort were staged as pT3 tumors (88.2%). Restaging these cases with the new size-based pT system resulted in a more equal distribution among the 3 pT categories, with higher percentage of pT2 cases (55%). CONCLUSIONS The newly adopted pT stage protocol for PDAC is clinically relevant, ensures a more equal distribution among different stages, and allows for a significant prognostic stratification. In contrast, the new pN classification (pN1 and pN2) based on the number of positive lymph nodes failed to show survival differences and remains controversial.
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Affiliation(s)
| | | | | | - Zev A Wainberg
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | | | - Hanlin L Wang
- From the Departments of Pathology and Laboratory Medicine
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21
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Desmoplasia in Lymph Node Metastasis of Pancreatic Adenocarcinoma Reveals Activation of Cancer-Associated Fibroblasts Pattern and T-helper 2 Immune Cell Infiltration. Pancreas 2019; 48:367-373. [PMID: 30768574 DOI: 10.1097/mpa.0000000000001261] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Pancreatic ductal adenocarcinoma (PDAC) is characterized by a peritumoral proliferation of fibroblasts and extracellular matrix production known as desmoplasia. We aimed to study desmoplasia in PDAC lymph node (LN) metastases. METHODS We evaluated LNs from 66 patients with PDAC and LN metastases. We used immunohistochemistry and real-time polymerase chain reaction to phenotype the desmoplastic response. RESULTS Desmoplasia was identified in 57% of patients with LN metastases (Des+). Cancer-associated fibroblasts (CAFs) in Des+ expressed α-smooth muscle actin and collagen 11A1. The latter expression was present only in CAFs but not in LN stroma or in LN metastases without desmoplasia (Des-). Desmoplasia was associated with upregulation of transforming growth factor β messenger RNA. Whereas numbers of CD8+ in tumor vicinity were not different between Des+ and Des- patients (78 [standard deviation {SD}, 57] vs 92 [SD, 52], P = 0.48, respectively), the numbers of GATA-3+ cells, a marker of T-helper 2 immune response was significantly increased (3.7 [SD, 6.3] for Des+ vs 1.3 [SD, 2.7] for Des-, P < 0.05). CONCLUSIONS Lymph node desmoplasia is associated with CAF pattern activation and Th2 infiltration. Therapeutic modulation of desmoplasia may be relevant in the metastatic phase and influence antitumor immune response.
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22
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Collard M, Marchese T, Guedj N, Cauchy F, Chassaing C, Ronot M, Dokmak S, Soubrane O, Sauvanet A. Is Routine Splenectomy Justified for All Left-Sided Pancreatic Cancers? Histological Reappraisal of Splenic Hilar Lymphadenectomy. Ann Surg Oncol 2019; 26:1071-1078. [PMID: 30607766 DOI: 10.1245/s10434-018-07123-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Indexed: 12/22/2022]
Abstract
BACKGROUND Although splenectomy is recommended during resection for left-sided resectable pancreatic ductal adenocarcinoma (PDAC) to perform lymphadenectomy of station 10 (splenic hilum), no level I evidence justifies this procedure. This study aims to evaluate the rate of lymph node (LN) and contiguous involvement of the splenic hilum in resectable distal PDAC. METHODS We retrospectively reviewed all patients who underwent splenopancreatectomy for PDAC in the past 10 years. Station 10 LN were routinely isolated, and all corresponding microscopic slides were reinterpreted by a pathologist. The computed tomography (CT) results of patients with tumoral involvement of the spleen or splenic hilum by contiguity (TISOSH) and ≤ 10 mm between the tumor and spleen on pathology were blindly reviewed by two radiologists to evaluate CT for diagnosis of TISOSH. RESULTS We included 110 consecutive patients, including 104 with analyzable station 10 LN. The tumor was N+ in 58 (53%) patients. The median number of LN identified at station 10 was 2.0 ± 3.0. No station 10 LNs were detected in 42 (40%) patients. No patients had tumor-positive LN at station 10. TISOSH was found in nine (8%) patients, and was significantly associated with tail location (p = 0.001), tumor size (p = 0.005), and multivisceral involvement (p = 0.015). For diagnosis of TISOSH, the sensitivity and specificity of CT were respectively 89% and 95% for radiologist 1 and 89% and 100% for radiologist 2. CONCLUSIONS Splenic preservation during resection of distal PDAC may be an option in selected patients with body tumors and no suspected splenic or splenic hilum involvement on preoperative CT.
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Affiliation(s)
- Maxime Collard
- Department of Hepato-Pancreatico-Biliary Surgery, Pôle des maladies de l'Appareil Digestif, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France
| | - Tiziana Marchese
- Department of Hepato-Pancreatico-Biliary Surgery, Pôle des maladies de l'Appareil Digestif, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France
| | - Nathalie Guedj
- Departments of Pathology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France.,Université Paris Diderot, Paris, France
| | - François Cauchy
- Department of Hepato-Pancreatico-Biliary Surgery, Pôle des maladies de l'Appareil Digestif, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France
| | - Caroline Chassaing
- Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France
| | - Maxime Ronot
- Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France.,Université Paris Diderot, Paris, France
| | - Safi Dokmak
- Department of Hepato-Pancreatico-Biliary Surgery, Pôle des maladies de l'Appareil Digestif, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France
| | - Olivier Soubrane
- Department of Hepato-Pancreatico-Biliary Surgery, Pôle des maladies de l'Appareil Digestif, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France.,Université Paris Diderot, Paris, France
| | - Alain Sauvanet
- Department of Hepato-Pancreatico-Biliary Surgery, Pôle des maladies de l'Appareil Digestif, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France. .,Université Paris Diderot, Paris, France.
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23
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Wang W, Shen Z, Shi Y, Zou S, Fu N, Jiang Y, Xu Z, Chen H, Deng X, Shen B. Accuracy of Nodal Positivity in Inadequate Lymphadenectomy in Pancreaticoduodenectomy for Pancreatic Ductal Adenocarcinoma: A Population Study Using the US SEER Database. Front Oncol 2019; 9:1386. [PMID: 31867282 PMCID: PMC6909429 DOI: 10.3389/fonc.2019.01386] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 11/25/2019] [Indexed: 12/24/2022] Open
Abstract
Objectives: The optimal number of the examined lymph nodes (ELNs) in pancreaticoduodenectomy for pancreatic ductal adenocarcinoma has been widely studied. However, the accuracy of nodal positivity for the patients with inadequate lymphadenectomy is still unclear. The purpose of our study was to determine the accuracy of the number of positive nodes reported for patients with 1-3 positive nodes and the probability that 4 or more nodes could be positive along with tumor size and number of nodes examined. Methods: We obtained data on patients who underwent pancreaticoduodenectomy for resectable pancreatic ductal adenocarcinoma diagnosed during 2004-2013 from the US Surveillance, Epidemiology, and End Results registry. An mathematical model based on Hypergeometric Distribution and Bayes' Theorem was used to estimate the accuracy. Results: Among the 9,945 patients, 55.6% underwent inadequate lymphadenectomy. Of them, 1,842, 6,049, and 2,054 had T1, T2, and T3 stage disease, respectively. The accuracy of the number of observed positive nodes increased as the number of ELNs increased and the tumor size decreased. To rule out the possibility of N2 stage (4 and more positive nodes), there should be at least 13 ELNs for the patients with 1 observed positive lymph node and 14 for the patients with 2. Conclusion: Inadequate lymphadenectomy could result in underestimation of the N stage, and this would have adverse impact on recurrence, efficacy of postoperative treatment, and even overall survival. This model combined with the observed positive lymph nodes, the number of ELNs, and tumor size could provide a more accurate determination of nodal positivity of these patients.
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24
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Nizri E, Sternbach N, Bar-David S, Ben-Yehuda A, Gerstenhaber F, Ofir T, Wolf I, Weiner G, Lahat G, Klausner J. T-Helper 1 Immune Response in Metastatic Lymph Nodes of Pancreatic Ductal Adenocarcinoma: A Marker For Prolonged Survival. Ann Surg Oncol 2017; 25:475-481. [PMID: 29124488 DOI: 10.1245/s10434-017-6237-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Indexed: 12/19/2022]
Abstract
BACKGROUND Although lymph node (LN) metastases is considered a grave prognostic sign in pancreatic ductal adenocarcinoma (PDAC), patients with positive lymph nodes (PLN) constitute a heterogeneous group. Our purpose was to identify morphological and immune parameters in the primary tumor and in PLN of resected PDAC patients, which could further stratify these patients to different subgroups. METHODS We retrospectively evaluated histological and immunohistochemical characteristics of 66 patients with PDAC who were operated at our institution. These were subsequently correlated to clinical outcome. RESULTS Mean patient age and number of LN harvested was 65.5 ± 10.3 and 12.3 ± 6.5 years, respectively. Tumor size (T stage) and perineural invasion had no effect on clinical outcome. High-grade tumor was associated with decreased survival [overall survival (OS) = 19.6 ± 2.7 months for poorly differentiated PDAC vs. 31.2 ± 4 for well and moderately differentiated, p = 0.03]. Patients with ≥ 8 PLN had significantly worse outcome (OS = 7.3 ± 0.8 months for PLN ≥ 8 vs. OS = 30.1 ± 3.2 months for PLN < 8, p < 0.0001). T helper (Th) 1 immune response was measured both by its effector cells (CD8+) and expression of its main transcription factor, T-bet. CD8+ high patients had significantly increased OS compared with CD8+ low (OS = 36.8 ± 5.3 months for CD8 + high vs. OS = 24.3 ± 3.5 for CD8 + low, p = 0.03) Similarly, Th1 predominant immune response measured by T-bet expression was associated with improved OS compared with non-Th1 (OS = 32.8 ± 3.2 vs. OS = 19.5 ± 2.9, p < 0.0001). CONCLUSIONS Our data indicate an association between Th1-type immune response and increased survival. Future research is needed to exploit Th1 immune response as a biological marker for immunotherapy.
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Affiliation(s)
- Eran Nizri
- Division of Surgery, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel. .,Laboratory of Surgical Oncology, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel. .,Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel.
| | - Neta Sternbach
- Department of Internal Medicine D, Rabin Medical Center-Hasharon Hospital, Petach Tikva, Israel
| | - Shoshi Bar-David
- Laboratory of Surgical Oncology, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel
| | - Amir Ben-Yehuda
- Department of Surgery, Asaf Harofe Medical Center, Rishon Letzion, Israel
| | | | - Tali Ofir
- Institute of Oncology, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel
| | - Ido Wolf
- Institute of Oncology, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel.,Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Gilad Weiner
- Institute of Pathology, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel.,Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Guy Lahat
- Division of Surgery, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel.,Laboratory of Surgical Oncology, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel.,Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Joseph Klausner
- Division of Surgery, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel.,Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel.,The Nikolas and Elizabeth Shlezak Cathedra for Experimental Surgery, Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
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25
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Schlitter AM, Jesinghaus M, Jäger C, Konukiewitz B, Muckenhuber A, Demir IE, Bahra M, Denkert C, Friess H, Kloeppel G, Ceyhan GO, Weichert W. pT but not pN stage of the 8th TNM classification significantly improves prognostication in pancreatic ductal adenocarcinoma. Eur J Cancer 2017; 84:121-129. [PMID: 28802189 DOI: 10.1016/j.ejca.2017.06.034] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Revised: 06/20/2017] [Accepted: 06/27/2017] [Indexed: 02/07/2023]
Abstract
The UICC TNM (tumour-node-metastasis) staging system for pancreatic ductal adenocarcinoma (PDAC) has been a matter of debate over decades because survival prediction based on T stages was weak and unreliable. To improve staging, the recently published 8th TNM edition (2016) introduced a conceptually completely changed strictly size-based T staging system and a refined N stage for PDAC. To investigate the clinical value of the novel TNM classification, we compared the prognostic impact of pT and pN stage between the 7th and 8th edition in two well-characterised independent German PDAC cohorts from different decades, including a total number of 523 patients. Former UICC T staging (7th edition 2009) resulted in a clustering of pT3 cases (72% and 85% of cases per cohort, respectively) and failed to show significant prognostic differences between the four stages in one of the investigated cohorts (p = 0.074). Application of the novel size-based T stage system resulted in a more equal distribution of cases between the four T categories with a predominance of pT2 tumours (65% and 60% of cases). The novel pT staging algorithm showed greatly improved discriminative power with highly significant overall differences between the four pT stages in both investigated cohorts in univariate and multivariate analyses (p < 0.001, each). In contrast, no prognostic differences were observed between the recently introduced pN1 and pN2 categories in both cohorts (p = 0.970 and p = 0.061). pT stage of resected PDAC patients according to the novel UICC staging protocol (8th edition) significantly improves patient stratification, whereas introduction of an extended N stage protocol does not demonstrate high clinical relevance in our cohorts.
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Affiliation(s)
| | - Moritz Jesinghaus
- Institute of Pathology, Technical University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Germany
| | - Carsten Jäger
- Department of Surgery, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany
| | - Björn Konukiewitz
- Institute of Pathology, Technical University Munich, Munich, Germany
| | - Alexander Muckenhuber
- Institute of Pathology, Technical University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Germany
| | - Ihsan Ekin Demir
- Department of Surgery, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Germany
| | - Marcus Bahra
- Department of Surgery, Charité University Hospital, Berlin, Germany
| | - Carsten Denkert
- Institute of Pathology, Charité University Hospital, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, Germany
| | - Helmut Friess
- Department of Surgery, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Germany
| | - Günter Kloeppel
- Institute of Pathology, Technical University Munich, Munich, Germany
| | - Güralp O Ceyhan
- Department of Surgery, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Germany
| | - Wilko Weichert
- Institute of Pathology, Technical University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Germany
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