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Bhatti ABH, Dar FS, Ahmed IN. Pancreaticoduodenectomy with Para-aortic Lymph Node Dissection for Periampullary Cancer. Indian J Surg Oncol 2024; 15:338-343. [PMID: 38817990 PMCID: PMC11133244 DOI: 10.1007/s13193-023-01866-x] [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: 11/20/2023] [Accepted: 12/11/2023] [Indexed: 06/01/2024] Open
Abstract
There is no consensus on the utility of para-aortic lymph node dissection (PALND) in patients undergoing pancreaticoduodenectomy (PD) for periampullary cancer. The objective of this study was to assess survival in patients who underwent PD with PALND for pancreatic (PAC) and non-pancreatic (non-PAC) adenocarcinoma. All patients who underwent PD and PALND between 2011 and 2019 were reviewed (n = 114). We looked at the impact of tumor type (PAC versus non-PAC) and pathologically confirmed PALN metastasis (PALNM) on overall survival (OS). Out of 114 patients, PALNM were pathologically confirmed in 17(14.9%) patients. Without PALND, pathological staging would be pN0 in1(0.8%), pN1 in 3(2.5%), and pN2 in 13(11.2%) patients. The 30-day mortality was 3(2.6%) and 65(57%) patients received adjuvant treatment. The 4-year OS for PAC and non-PAC was 9% and 39% (P = 0.001). Advanced nodal involvement (pN2) was seen in 14/17(82.4%) and 21/97(21.6%) patients with and without PALNM, respectively (P < 0.001). For PAC, 4-year OS for patients with pN0-N1, pN2, and PALNM was 12%, 8%, and not reached (P = 0.067). For non-PAC, 4-year OS was 45%, 19%, and 12% (P = 0.006). In patients with non-PAC, despite metastatic involvement of PALN, acceptable long-term survival can be achieved with curative resection. For PAC, survival benefit with curative resection remains questionable.
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Affiliation(s)
- Abu Bakar Hafeez Bhatti
- Department of HPB Surgery and Liver Transplantation, Shifa International Hospital, Islamabad, Pakistan
- Department of Pathology, Shifa International Hospital, Islamabad, Pakistan
| | - Faisal Saud Dar
- Department of HPB Surgery and Liver Transplantation, Shifa International Hospital, Islamabad, Pakistan
| | - Imran Nazer Ahmed
- Department of Pathology, Shifa International Hospital, Islamabad, Pakistan
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Bi S, Jiang Y, Guan G, Sun X, Wang X, Zhang L, Jing X. Prognostic Value of Myosteatosis and Creatinine-to-Cystatin C Ratio in Patients with Pancreatic Cancer Who Underwent Radical Surgery. Ann Surg Oncol 2024; 31:2913-2924. [PMID: 38319516 DOI: 10.1245/s10434-024-14969-8] [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: 09/06/2023] [Accepted: 01/11/2024] [Indexed: 02/07/2024]
Abstract
BACKGROUND Myosteatosis is correlated with poor prognosis in some malignancies. The creatinine-to-cystatin ratio (CCR) is revealed to predict gastric cancer prognosis. However, the prognostic abilities of CCR and the combination of CCR and myosteatosis in patients with pancreatic cancer (PC) who underwent radical surgery remains unclear. METHODS The retrospective cohort study included 215 patients with PC who underwent radical surgery (January 2016-October 2021). Clinicopathological and serological data were collected on admission. Myosteatosis and other body composition indices were assessed by using computed tomography. The cutoff value of CCR was determined by using the Youden index. Risk factors responsible for poor overall survival (OS) and disease-free survival (DFS) were determined by the Cox proportional hazards model. RESULTS The myosteatosis group included 104 patients (average age, 61.3 ± 9.1 years). The best cutoff value for CCR was 1.09. CCR ≤ 1.09 was an independent predictive biomarker inversely corelated with OS (P = 0.036). Myosteatosis was an independent risk factor associated with OS and DFS (P = 0.032 and P = 0.004, respectively). Patients with concomitant myosteatosis and CCR ≤ 1.09 had the worst OS (P = 0.016). CONCLUSIONS Myosteatosis and CCR are prognostic biomarkers for survival in PC patients who underwent radical surgery. Patients with the coexistence of myosteatosis and CCR ≤ 1.09 deserve more attention.
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Affiliation(s)
- Shenghua Bi
- Gastroenterology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Yueping Jiang
- Gastroenterology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Ge Guan
- Liver Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Xueguo Sun
- Gastroenterology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Xiaowei Wang
- Gastroenterology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Lingyun Zhang
- Gastroenterology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Xue Jing
- Gastroenterology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
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Li B, Wang B, Zhuang P, Cao H, Wu S, Tan Z, Gao S, Li P, Jing W, Shao Z, Zheng K, Wu L, Gao B, Wang Y, Jiang H, Guo S, He L, Yang Y, Jin G. A novel staging system derived from natural language processing of pathology reports to predict prognostic outcomes of pancreatic cancer: a retrospective cohort study. Int J Surg 2023; 109:3476-3489. [PMID: 37578452 PMCID: PMC10651292 DOI: 10.1097/js9.0000000000000648] [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: 05/12/2023] [Accepted: 07/16/2023] [Indexed: 08/15/2023]
Abstract
OBJECTIVE To construct a novel tumor-node-morphology (TNMor) staging system derived from natural language processing (NLP) of pathology reports to predict outcomes of pancreatic ductal adenocarcinoma. METHOD This retrospective study with 1657 participants was based on a large referral center and The Cancer Genome Atlas Program (TCGA) dataset. In the training cohort, NLP was used to extract and screen prognostic predictors from pathology reports to develop the TNMor system, which was further evaluated with the tumor-node-metastasis (TNM) system in the internal and external validation cohort, respectively. Main outcomes were evaluated by the log-rank test of Kaplan-Meier curves, the concordance index (C-index), and the area under the receiver operating curve (AUC). RESULTS The precision, recall, and F1 scores of the NLP model were 88.83, 89.89, and 89.21%, respectively. In Kaplan-Meier analysis, survival differences between stages in the TNMor system were more significant than that in the TNM system. In addition, our system provided an improved C-index (internal validation, 0.58 vs. 0.54, P <0.001; external validation, 0.64 vs. 0.63, P <0.001), and higher AUCs for 1, 2, and 3-year survival (internal validation: 0.62 vs. 0.54, P <0.001; 0.64 vs. 0.60, P= 0.017; 0.69 vs. 0.62, P= 0.001; external validation: 0.69 vs. 0.65, P= 0.098; 0.68 vs. 0.64, P= 0.154; 0.64 vs. 0.55, P= 0.032, respectively). Finally, our system was particularly beneficial for precise stratification of patients receiving adjuvant therapy, with an improved C-index (0.61 vs. 0.57, P <0.001), and higher AUCs for 1-year, 2-year, and 3-year survival (0.64 vs. 0.57, P <0.001; 0.64 vs. 0.58, P <0.001; 0.67 vs. 0.61, P <0.001; respectively) compared with the TNM system. CONCLUSION These findings suggest that the TNMor system performed better than the TNM system in predicting pancreatic ductal adenocarcinoma prognosis. It is a promising system to screen risk-adjusted strategies for precision medicine.
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Affiliation(s)
- Bo Li
- Department of Hepatobiliary Pancreatic Surgery
- Department of Hepatobiliary Pancreatic Surgery
| | - Beilei Wang
- Department of Hepatobiliary Pancreatic Surgery
- Department of Marine Biomedicine and Polar Medicine, Naval Medical Center, Navy Military Medical University
| | - Pengjie Zhuang
- Department of School of Computer Science and Technology, East China Normal University
| | - Hongwei Cao
- Department of Information, Changhai Hospital
| | | | - Zhendong Tan
- Department of School of Computer Science and Technology, East China Normal University
| | - Suizhi Gao
- Department of Hepatobiliary Pancreatic Surgery
| | - Penghao Li
- Department of Hepatobiliary Pancreatic Surgery
| | - Wei Jing
- Department of Hepatobiliary Pancreatic Surgery
| | - Zhuo Shao
- Department of Hepatobiliary Pancreatic Surgery
| | | | - Lele Wu
- Department of Information, Changhai Hospital
| | - Bai Gao
- Department of Information, Changhai Hospital
| | - Yang Wang
- Department of Pathology, Shanghai Fourth People’s Hospital, Tongji University School of Medicine
| | - Hui Jiang
- Department of Pathology, Changhai Hospital, Naval Military Medical University
| | - Shiwei Guo
- Department of Hepatobiliary Pancreatic Surgery
| | - Liang He
- Department of School of Computer Science and Technology, East China Normal University
- Shanghai Key Laboratory of Multidimensional Information Processing, Shanghai, People’s Republic of China
| | - Yan Yang
- Department of School of Computer Science and Technology, East China Normal University
- Shanghai Key Laboratory of Multidimensional Information Processing, Shanghai, People’s Republic of China
| | - Gang Jin
- Department of Hepatobiliary Pancreatic Surgery
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Liang Y, Cui J, Ding F, Zou Y, Guo H, Man Q, Chang S, Gao S, Hao J. A new staging system for postoperative prognostication in pancreatic ductal adenocarcinoma. iScience 2023; 26:107589. [PMID: 37664604 PMCID: PMC10469961 DOI: 10.1016/j.isci.2023.107589] [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: 05/06/2023] [Revised: 07/09/2023] [Accepted: 08/04/2023] [Indexed: 09/05/2023] Open
Abstract
The current TNM staging system for pancreatic ductal adenocarcinoma (PDAC) has revised the definitions of T and N categories as well as stage groups. However, studies validating these modifications have yielded inconsistent results. The existing TNM staging system in prognostic prediction remains unsatisfactory. The prognosis of PDAC is closely associated with pathological and biological factors. Herein, we propose a new staging system incorporating distant metastasis, postoperative serum levels of CA19-9 and CEA, tumor size, lymph node metastasis, lymphovascular involvement, and perineural invasion to enhance the accuracy of prognosis assessment. The proposed staging system exhibited a strong correlation with both overall survival and recurrence-free survival, effectively stratifying survival into five distinct tiers. Additionally, it had favorable discrimination and calibration. Thus, the proposed staging system demonstrates superior prognostic performance compared to the TNM staging system, and can serve as a valuable complementary tool to address the limitations of TNM staging in prognostication.
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Affiliation(s)
- Yuexiang Liang
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center For Cancer, Tianjin 30060, China
- Department of Gastrointestinal Oncology Surgery, Center of Cancer Prevention and Therapy, the First Affiliated Hospital of Hainan Medical University, Haikou 570102, China
| | - Jingli Cui
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center For Cancer, Tianjin 30060, China
- Department of General Surgery, Weifang People’s Hospital, Weifang 261044, China
| | - Fanghui Ding
- Department of General Surgery, the First Hospital of Lanzhou University, Lanzhou 730013, China
| | - Yiping Zou
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center For Cancer, Tianjin 30060, China
| | - Hanhan Guo
- Department of Gastrointestinal Oncology Surgery, Center of Cancer Prevention and Therapy, the First Affiliated Hospital of Hainan Medical University, Haikou 570102, China
| | - Quan Man
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center For Cancer, Tianjin 30060, China
| | - Shaofei Chang
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center For Cancer, Tianjin 30060, China
- Department of Gastrointestinal Pancreatic Surgery, Shanxi Provincial People’s Hospital, Taiyuan 030012, China
| | - Song Gao
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center For Cancer, Tianjin 30060, China
| | - Jihui Hao
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center For Cancer, Tianjin 30060, China
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Elrakaybi A, Ruess DA, Lübbert M, Quante M, Becker H. Epigenetics in Pancreatic Ductal Adenocarcinoma: Impact on Biology and Utilization in Diagnostics and Treatment. Cancers (Basel) 2022; 14:cancers14235926. [PMID: 36497404 PMCID: PMC9738647 DOI: 10.3390/cancers14235926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 11/18/2022] [Accepted: 11/24/2022] [Indexed: 12/05/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive malignancies with high potential of metastases and therapeutic resistance. Although genetic mutations drive PDAC initiation, they alone do not explain its aggressive nature. Epigenetic mechanisms, including aberrant DNA methylation and histone modifications, significantly contribute to inter- and intratumoral heterogeneity, disease progression and metastasis. Thus, increased understanding of the epigenetic landscape in PDAC could offer new potential biomarkers and tailored therapeutic approaches. In this review, we shed light on the role of epigenetic modifications in PDAC biology and on the potential clinical applications of epigenetic biomarkers in liquid biopsy. In addition, we provide an overview of clinical trials assessing epigenetically targeted treatments alone or in combination with other anticancer therapies to improve outcomes of patients with PDAC.
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Affiliation(s)
- Asmaa Elrakaybi
- Department of Hematology, Oncology and Stem Cell Transplantation, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Department of Clinical Pharmacy, Ain Shams University, Cairo 11566, Egypt
| | - Dietrich A. Ruess
- Department of General and Visceral Surgery, Center of Surgery, Medical Center University of Freiburg, 79106 Freiburg, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, 79106 Freiburg, Germany
| | - Michael Lübbert
- Department of Hematology, Oncology and Stem Cell Transplantation, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, 79106 Freiburg, Germany
| | - Michael Quante
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, 79106 Freiburg, Germany
- Department of Gastroenterology and Hepatology, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Heiko Becker
- Department of Hematology, Oncology and Stem Cell Transplantation, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, 79106 Freiburg, Germany
- Correspondence: ; Tel.: +49-761-270-36000
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6
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Pu N, Yin H, Chen Q, Wu W, Lou W. Commentary on "Nationwide Validation of the 8th American Joint Committee on Cancer TNM Staging System and Five Proposed Modifications for Resected Pancreatic Cancer". Ann Surg Oncol 2022; 29:7077-7078. [PMID: 35798891 DOI: 10.1245/s10434-022-12148-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 05/30/2022] [Indexed: 11/18/2022]
Affiliation(s)
- Ning Pu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hanlin Yin
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qiangda Chen
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wenchuan Wu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wenhui Lou
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China.
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.
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Schouten TJ, Daamen LA, van Santvoort HC, Molenaar IQ. ASO Author Reflections: The Need for Improvement of the 8th American Joint Committee on Cancer TNM Staging System for Resected Pancreatic Ductal Adenocarcinoma. Ann Surg Oncol 2022; 29:6000-6001. [PMID: 35441304 PMCID: PMC9356959 DOI: 10.1245/s10434-022-11738-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 03/28/2022] [Indexed: 11/18/2022]
Affiliation(s)
- Thijs J Schouten
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands.
| | - Lois A Daamen
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
| | - Hjalmar C van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
| | - I Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
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Schouten TJ, Daamen LA, van Santvoort HC, Molenaar IQ. Response to: Commentary on: "Nationwide Validation of the 8th American Joint Committee on Cancer TNM Staging System and Five Proposed Modifications for Resected Pancreatic Cancer". Ann Surg Oncol 2022; 29:7079-7080. [PMID: 35927598 DOI: 10.1245/s10434-022-12168-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 06/25/2022] [Indexed: 11/18/2022]
Affiliation(s)
- T J Schouten
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
| | - L A Daamen
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands.,Division of Imaging, UMC Utrecht Cancer Center, Utrecht University, Utrecht, The Netherlands
| | - H C van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
| | - I Q Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands.
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