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Abreu de Carvalho LF, Gryspeerdt F, Ceelen W, Geboes K, Ribeiro S, Hoorens A, Vandenbussche N, Claes KBM, Lecluyse C, Anisau A, Van Ongeval J, Lybaert W, Triest L, Vervaecke A, Sas S, Claerhout B, Beyls C, Sie M, Berrevoet F. Prediction of surgical resectability after FOLFIRINOX chemotherapy for borderline resectable and locally advanced pancreatic cancer (PeRFormanCe): a multicenter prospective trial - trial protocol. BMC Surg 2025; 25:204. [PMID: 40361171 PMCID: PMC12070518 DOI: 10.1186/s12893-025-02938-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 04/28/2025] [Indexed: 05/15/2025] Open
Abstract
BACKGROUND Neoadjuvant chemotherapy is used in borderline resectable (BR) and locally advanced (LA) pancreatic ductal adenocarcinoma (PDAC) to increase resection rate and improve cancer outcome. However, there is a need for better prediction of resectability. The aim of this prospective, single arm study is to improve prediction of surgical resection by using radiomics and liquid biopsy. METHODS In this multicentric trial, 45 patients with BR or LA PADC will undergo neoadjuvant chemotherapy with FOLFIRINOX. An intention to treat analysis will be performed. The primary endpoint is the accuracy of the prediction of surgical resection. Secondary endpoints are overall survival and disease-free survival from the date of diagnosis, R0 and R1 resection rates, histopathological response, postoperative complications, patient reported outcomes with quality of life and health economic analysis. Translational research with multi-omics and radiomics based on computed tomography and magnetic resonance imaging aims to identify factors predictive of surgical resectability and survival. The primary hypothesis is that these strategies can increase the accuracy of predicting surgical resection. DISCUSSION Improved prediction of resectability is necessary in BR and LA PDAC. We aim to investigate whether a combination of clinical, radiological, and multi-omics profiling in liquid biopsies can successfully predict resectability and thus optimize the therapeutic decision tree. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT05298722. Date of registration: March 28, 2022.
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Affiliation(s)
- Luís Filipe Abreu de Carvalho
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, 9000, Belgium.
| | - Filip Gryspeerdt
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, 9000, Belgium
| | - Wim Ceelen
- Department of Gastrointestinal surgery, Ghent University Hospital, Ghent, Belgium
| | - Karen Geboes
- Department of Gastroenterology, Division of Digestive Oncology, Ghent University Hospital, Ghent, Belgium
| | - Suzane Ribeiro
- Department of Gastroenterology, Division of Endoscopy and Digestive Oncology, Ghent University Hospital, Ghent, Belgium
| | - Anne Hoorens
- Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Nele Vandenbussche
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
- Department of biomolecular medicine, Ghent University, Ghent, Belgium
- CRIG (Cancer Research Institute Ghent), Ghent, Belgium
| | - Kathleen B M Claes
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
- Department of biomolecular medicine, Ghent University, Ghent, Belgium
- CRIG (Cancer Research Institute Ghent), Ghent, Belgium
| | - Clarisse Lecluyse
- Department of Medical Imaging, Ghent University Hospital, Ghent, Belgium
| | - Aliaksandr Anisau
- Department of Medical Imaging, Ghent University Hospital, Ghent, Belgium
| | - Johan Van Ongeval
- Department of Gastroenterology, Division of Digestive Oncology, Ghent Sint-Lucas hospital, Ghent, Belgium
| | - Willem Lybaert
- Department of Gastroenterology, Division of Digestive Oncology, VITAZ hospital, Sint-Niklaas, Belgium
| | - Lars Triest
- Department of Gastroenterology, Division of Digestive Oncology, Sint-Blasius hospital, Dendermonde, Belgium
| | - Andrew Vervaecke
- Department of Gastroenterology, Zeno Hospital, Knokke-Heist and Blankenberge, Knokke-Heist, Belgium
| | - Steven Sas
- Department of Gastroenterology, Division of Digestive Oncology, Jan Palfijn hospital, Ghent, Belgium
| | - Barbara Claerhout
- Department of Gastroenterology, Division of Digestive Oncology, Eeklo Hospital AZ ALMA, Eeklo, Belgium
| | - Carolien Beyls
- Department of Gastroenterology, Division of Digestive Oncology, Oudenaarde hospital, Oudenaarde, Belgium
| | - Mark Sie
- Department of Medical Oncology, Division of Digestive Oncology, Zorgsaam hospital, Terneuzen, The Netherlands
| | - Frederik Berrevoet
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, 9000, Belgium
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2
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Addeo P, Muzzolini M, Laurent C, Heyd B, Sauvanet A, Garnier J, Alfano MS, Gaujoux S, De Ponthaud C, Marchese U, Da Silva D, Buc E, Souche R, Fabre JM, Colombo PE, Ferre L, Foguenne M, Hubert C, El Amrani M, Truant S, Schwartz L, Regenet N, Dupre A, Brustia R, Cherif R, Navez J, Darnis B, Facy O, Grellet R, Piessen G, Veziant J, Rhaiem R, Kianmanesh R, Fernandez-De-Sevilla E, Gelli M, Taibi A, Georges P, Mabrut JY, Lesurtel M, Doussot A, Bachellier P. Prognosis Associated with Complete Pathological Response Following Neoadjuvant Treatment for PancreaTic AdenOcarciNOma in the FOFLIRINOX Era: the Multicenter TONO Study. Ann Surg Oncol 2025; 32:2809-2818. [PMID: 39777595 DOI: 10.1245/s10434-024-16735-2] [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: 10/18/2024] [Accepted: 12/10/2024] [Indexed: 01/11/2025]
Abstract
BACKGROUND The use of multiagent FOLFIRINOX chemotherapy for pancreatic adenocarcinoma in a neoadjuvant setting has been associated with an increased rate of complete pathological response (CPR) after surgery. This study investigated the long-term outcomes of patients with CPR in a multicenter setting to identify prognostic factors for overall survival (OS) and recurrence-free survival (RFS). METHODS This retrospective cohort study examined biopsy-proven pancreatic adenocarcinomas with CPR after neoadjuvant chemotherapy or chemoradiotherapy and surgery, between January 2006 and December 2023 across 22 French and 2 Belgian centers. Cox analyses were used to identify prognostic factors of OS and RFS. RESULTS There were 101 patients with CPR after chemotherapy (n = 58, 57.4%) and chemoradiotherapy (n = 43, 42.6%) followed by surgery. Neoadjuvant FOLFIRINOX was used in 90% of patients. The median OS after surgery was 177 months (95% confidence interval (CI) 58.9-177 months) with 1-, 3-, 5-, and 10-year OS rates of 93%, 75%, 63%, and 51%, respectively. The median RFS was 67.8 months (95% CI:34.4-NR) with 1-, 3-, 5-, and 10-year RFS rates of 83%, 58%, 54%, and 49%, respectively. The multivariate Cox analysis of OS and RFS showed that preoperative radiotherapy was an independent negative prognostic factor for OS (hazard ratio (HR) 2.51; 95% CI 1.00-6.30; p = 0.03) and RFS (HR 2.62; 95% CI 1.27-5.41; p = 0.009). CONCLUSIONS Complete pathologic response after neoadjuvant treatment is associated with remarkable long-term survival that is usually not seen after the resection of pancreatic adenocarcinomas. One-third of the patients still experienced disease recurrence, which was more common in those receiving preoperative chemoradiotherapy.
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Affiliation(s)
- Pietro Addeo
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Pôle des Pathologies Digestives et Hépatiques, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, Strasbourg, France.
| | - Milena Muzzolini
- Department of HBP Surgery, AP-HP, Hôpital Beaujon, University of Paris, Clichy, France
| | - Christophe Laurent
- Department of Digestive Surgery, Centre Magellan-CHU Bordeaux, Bordeaux, France
| | - Bruno Heyd
- Department of Digestive Surgical Oncology, University Hospital of Besançon, Besançon, France
| | - Alain Sauvanet
- Department of HBP Surgery, AP-HP, Hôpital Beaujon, University of Paris, Clichy, France
| | - Jonathan Garnier
- Department of Oncological Surgery, Institut Paoli Calmettes, Marseille University, Marseille, France
| | - Marie Sophie Alfano
- Department of Oncological Surgery, Institut Paoli Calmettes, Marseille University, Marseille, France
| | - Sebastien Gaujoux
- Department of Hepato-Biliary and Pancreatic Surgery and Liver Transplantation, AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Charles De Ponthaud
- Department of Hepato-Biliary and Pancreatic Surgery and Liver Transplantation, AP-HP, Pitié-Salpêtrière Hospital, Paris, France
| | - Ugo Marchese
- Department of Digestive, Hepatobiliary and Pancreatic Surgery, Cochin Hospital, AP-HP, Université de Paris, Paris, France
| | - Doris Da Silva
- Department of Digestive, Hepatobiliary and Pancreatic Surgery, Cochin Hospital, AP-HP, Université de Paris, Paris, France
| | - Emmanuel Buc
- Department of Digestive and Hepatobiliary Surgery-Liver Transplantation, University Hospital Clermont-Ferrand, Clermont-Ferrand, France
| | - Regis Souche
- Department of Surgery, Hopital Saint Eloi, Montpellier, France
| | | | - Pierre-Emanuel Colombo
- Department of Surgical Oncology, Institut du Cancer de Montpellier (ICM), Montpellier, France
| | - Lorenzo Ferre
- Department of Surgical Oncology, Institut du Cancer de Montpellier (ICM), Montpellier, France
| | - Maxime Foguenne
- Department of Abdominal Surgery and Transplantation, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Catherine Hubert
- Department of Abdominal Surgery and Transplantation, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Mehdi El Amrani
- Department of Digestive Surgery and Transplantation, Lille University Hospital, Lille, France
| | - Stephanie Truant
- Department of Digestive Surgery and Transplantation, Lille University Hospital, Lille, France
| | - Lilian Schwartz
- Department of Digestive Surgery, Rouen University Hospital and Université de Rouen Normandie, Rouen, France
| | - Nicolas Regenet
- Department of Digestive Surgery, Nantes Hospital, Nantes, France
| | - Aurelien Dupre
- Department of Surgical Oncology, Centre Léon Bérard, Lyon, France
| | - Raffaele Brustia
- Department of Digestive and Hepato-Pancreatic-Biliary Surgery, Hôpital Henri-Mondor, AP-HP, Paris Est Créteil University, UPEC, Créteil, France
| | - Rim Cherif
- Department of Digestive and Hepato-Pancreatic-Biliary Surgery, Hôpital Henri-Mondor, AP-HP, Paris Est Créteil University, UPEC, Créteil, France
| | - Julie Navez
- Department of Abdominal Surgery and Transplantation, Hôpitaux Universitaires de Bruxelles (HUB), Hopital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Benjamin Darnis
- Department of Digestive Surgery, Clinique de La Sauvegarde, Lyon, France
| | - Olivier Facy
- Department of Digestive and Surgical Oncology, University Hospital, Dijon, France
| | - Robin Grellet
- Department of Digestive and Surgical Oncology, University Hospital, Dijon, France
| | - Guillaume Piessen
- Department of Digestive and Oncological Surgery, Claude Huriez University Hospital, Lille, France
| | - Julie Veziant
- Department of Digestive and Oncological Surgery, Claude Huriez University Hospital, Lille, France
| | - Rami Rhaiem
- Department of HBP and Digestive Oncological Surgery, Robert Debré University Hospital, University Reims Champagne-Ardenne, Reims, France
| | - Reza Kianmanesh
- Department of HBP and Digestive Oncological Surgery, Robert Debré University Hospital, University Reims Champagne-Ardenne, Reims, France
| | | | | | - Abdelkader Taibi
- Department of Digestive Surgery, Dupuytren Limoges University Hospital, Limoges, France
| | - Pauline Georges
- Department of General Surgery and Liver Transplantation, Croix-Rousse University Hospital, Hospices Civils de Lyon, University of Lyon I, Lyon, France
| | - Jean Yves Mabrut
- Department of General Surgery and Liver Transplantation, Croix-Rousse University Hospital, Hospices Civils de Lyon, University of Lyon I, Lyon, France
| | - Mickael Lesurtel
- Department of HBP Surgery, AP-HP, Hôpital Beaujon, University of Paris, Clichy, France
| | - Alexandre Doussot
- Department of Digestive Surgical Oncology, University Hospital of Besançon, Besançon, France
| | - Philippe Bachellier
- Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Pôle des Pathologies Digestives et Hépatiques, Hôpital de Hautepierre-Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, Strasbourg, France
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Shimane G, Kitago M, Yagi H, Abe Y, Hasegawa Y, Hori S, Tanaka M, Tsuzaki J, Yokoyama Y, Masugi Y, Takemura R, Kitagawa Y. Clinical Impact of Neoadjuvant Therapy for Resectable Pancreatic Ductal Adenocarcinoma: A Single-Center Retrospective Study. Ann Surg Oncol 2025; 32:2830-2840. [PMID: 39847284 PMCID: PMC11882687 DOI: 10.1245/s10434-024-16851-z] [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: 04/19/2024] [Accepted: 12/26/2024] [Indexed: 01/24/2025]
Abstract
BACKGROUND Neoadjuvant therapy is recommended for treating resectable pancreatic ductal adenocarcinoma (PDAC); however, its appropriate use in patients with resectable PDAC remains debatable. OBJECTIVE This study aimed to identify independent poor prognostic factors and evaluate the clinical significance of neoadjuvant therapy in patients with resectable PDAC. METHODS We retrospectively reviewed consecutive patients diagnosed with resectable PDAC at our institute between January 2003 and December 2022. We analyzed poor prognostic factors at the time of diagnosis in patients who underwent upfront surgery using the Cox proportional hazards model for overall survival (OS). The prognostic score was calculated by adding the individual prognostic factor scores. RESULTS Overall, 359 patients were included in this study, with 308 patients undergoing upfront surgery and the remaining 51 patients receiving neoadjuvant therapy. The R0 resection rate was significantly higher in the neoadjuvant therapy group (70.6%) than in the upfront surgery group (64.0%). Multivariate analysis in the upfront surgery group revealed the following independent poor prognostic factors: tumor size ≥ 35 mm, serum albumin level ≤ .5 g/dL, neutrophil-to-lymphocyte ratio ≥ 3.5, carbohydrate antigen 19-9 level ≥ 250 U/mL, and Duke pancreatic monoclonal antigen type 2 level ≥ 750 U/mL. Among patients with prognostic scores of 0-1 (n = 263), the intention-to-treat OS did not significantly differ between the neoadjuvant therapy and upfront surgery groups. Among those patients with a prognostic score of ≥ 2 (n = 96), the neoadjuvant therapy group had significantly longer intention-to-treat OS than the upfront surgery group. CONCLUSIONS Prognostic score-based stratification can help identify patients who could benefit from neoadjuvant therapy.
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Affiliation(s)
- Gaku Shimane
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Minoru Kitago
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan.
| | - Hiroshi Yagi
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Yuta Abe
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Yasushi Hasegawa
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Shutaro Hori
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Masayuki Tanaka
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Junya Tsuzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yoichi Yokoyama
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yohei Masugi
- Division of Diagnostic Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Ryo Takemura
- Biostatistics Unit, Clinical and Translational Research Center, Keio University Hospital, Tokyo, Japan
| | - Yuko Kitagawa
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
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Shimane G, Kitago M, Endo Y, Aiura K, Yagi H, Abe Y, Hasegawa Y, Hori S, Tanaka M, Nakano Y, Fukada J, Masugi Y, Kitagawa Y. Efficacy and safety of neoadjuvant S-1-based chemoradiotherapy in resectable and borderline-resectable pancreatic cancer: a long-term follow-up study. World J Surg Oncol 2024; 22:336. [PMID: 39707428 DOI: 10.1186/s12957-024-03609-w] [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: 08/07/2024] [Accepted: 12/01/2024] [Indexed: 12/23/2024] Open
Abstract
BACKGROUND/OBJECTIVES This study aimed to evaluate the safety, efficacy, and long-term outcomes of S-1-based neoadjuvant chemoradiotherapy (NACRT) in patients with resectable or borderline-resectable pancreatic ductal adenocarcinoma (PDAC). METHODS This retrospective study included patients with PDAC who underwent S-1-based NACRT at our institute between 2010 and 2017. RESULTS Forty patients were included in the study, including 15 (37.5%) with resectable PDAC and 25 (62.5%) with borderline-resectable PDAC. The NACRT completion and resection rates were 85.0% (n = 34) and 67.5% (n = 27), respectively. Several grade 3 adverse events were observed, including leukopenia (25.0%), anorexia (17.5%), neutropenia (10.0%), thrombocytopenia (7.5%), febrile neutropenia (2.5%), elevated aspartate aminotransferase/alanine aminotransferase (2.5%) levels, and hyponatremia (2.5%). The R0 resection rate was 70.4% (n = 19/27) in patients who underwent pancreatectomy. Grades 1, 2, and 3 according to the College of American Pathologists grading system were observed in 1 (3.7%), 12 (44.4%), and 14 (51.9%) patients, respectively. Over a median follow-up period of 32.9 months (interquartile range, 9.1-68.0), the 1-, 3-, and 5-year OS rates were 81.4%, 45.5%, and 30.3%, respectively, in the intention-to-treat analysis. In the curative-intent surgery cohort (n = 27), the 1-, 3-, and 5-year OS rates were 88.9%, 48.2%, and 37.0%, respectively. CONCLUSIONS S-1-based NACRT is safe and yields acceptable long-term outcomes for patients with resectable or borderline-resectable PDAC.
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Affiliation(s)
- Gaku Shimane
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Minoru Kitago
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan.
| | - Yutaka Endo
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Koichi Aiura
- Department of Surgery, Nippon Kokan Hospital, Kanagawa, Japan
| | - Hiroshi Yagi
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Yuta Abe
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Yasushi Hasegawa
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Shutaro Hori
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Masayuki Tanaka
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Yutaka Nakano
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Junichi Fukada
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yohei Masugi
- Division of Diagnostic Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Yuko Kitagawa
- Department of Surgery, Keio University School of Medicine, 35 Shinano-Machi Shinjuku-Ku, Tokyo, 160-8582, Japan
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Steadman JA, Sultan A, Day CN, Parish MA, Warner SG, Kendrick ML, Truty MJ, Jin Z, Thiels CA. Impact of proton pump inhibitors on pathologic response rates following fluoropyrimidine-based neoadjuvant chemotherapy in pancreatic cancer patients. J Surg Oncol 2024; 130:1634-1642. [PMID: 39257300 DOI: 10.1002/jso.27837] [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: 07/30/2024] [Accepted: 08/06/2024] [Indexed: 09/12/2024]
Abstract
BACKGROUND Proton pump inhibitors (PPIs) negatively impact fluoropyrimidine-based chemotherapy efficacy in colorectal cancer. This study assessed PPI impact on major pathologic response (mPR) rates of pancreatic adenocarcinoma (PDAC) patients receiving fluoropyrimidine-based chemotherapy. METHODS An institutional retrospective review of resected PDAC patients receiving neoadjuvant fluoropyrimidine-based chemotherapy (98% FOLFIRINOX) from 2011 to 2021 was conducted. Outcomes were stratified by use or nonuse of PPIs within 6 months of neoadjuvant chemotherapy initiation. Primary outcome was mPR defined as complete or near complete response. RESULTS Among 540 patients included, the median age was 64 (IQR: 60-70) years, 297 (55%) were male, and 202 (37%) were PPI users. 170 (31%) patients had mPR with similar rates among PPI users and nonusers (29% vs. 33%, p = 0.38). No difference in mPR was seen between PPI users and nonusers receiving chemoradiation (35% vs. 36%, p = 0.89) or ≥8 cycles of NAC (33% vs. 36%, p = 0.55). Median OS for PPI users was 30.9 versus 31.7 months for nonusers (p = 0.62). On multivariable analysis, PPI therapy was not associated with decreased survival. CONCLUSION PPI usage did not significantly influence mPR or OS following neoadjuvant fluoropyrimidine-based chemotherapy in resected PDAC patients. Further analysis of all patients, not just those who underwent resection, is required.
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Affiliation(s)
- Jessica A Steadman
- Division of Hepatobiliary & Pancreas Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Ahmer Sultan
- Division of Hepatobiliary & Pancreas Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Courtney N Day
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Marie A Parish
- Division of Pharmacy Cancer Care, Mayo Clinic, Rochester, Minnesota, USA
| | - Susanne G Warner
- Division of Hepatobiliary & Pancreas Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Michael L Kendrick
- Division of Hepatobiliary & Pancreas Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Mark J Truty
- Division of Hepatobiliary & Pancreas Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Zhaohui Jin
- Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Cornelius A Thiels
- Division of Hepatobiliary & Pancreas Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
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Tamburrino D, Arcangeli C, De Stefano F, Belfiori G, Macchini M, Orsi G, Schiavo Lena M, Partelli S, Crippa S, Doglioni C, Reni M, Falconi M. Pathologic complete response following neoadjuvant chemotherapy in pancreatic ductal adenocarcinoma: Impact on survival and recurrence. Surgery 2024; 176:1458-1465. [PMID: 39191599 DOI: 10.1016/j.surg.2024.07.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/23/2024] [Accepted: 07/15/2024] [Indexed: 08/29/2024]
Abstract
BACKGROUND Pathologic complete response after neoadjuvant treatment in pancreatic ductal adenocarcinoma is a rare occurrence. Similar to other malignancies, achieving a pathologic complete response in pancreatic ductal adenocarcinoma seems to correlate with improved survival. However, because of the rarity of such events, the true significance of pathologic complete response in pancreatic cancer remains unclear. The aim of the present study was to investigate the impact of pathologic complete response on survival and recurrence. METHODS In a single-center retrospective study, pathologic complete response was defined as no evidence of viable tumor cells in resected specimen entirely sampled according to a rigorous protocol and in which a residual tumor bed was identified. Disease-specific survival and disease-free survival were measured from surgery. Independent predictors for disease-specific survival and disease-free survival were examined. RESULTS Overall, 403 patients were included. Pathologic complete response was found in 15 patients (3.8%), after chemotherapy alone. After a median follow-up of 42 months (95% CI 38-45), 3-year disease-specific survival was 87% in pathologic complete response patients vs 43% in those without pathologic complete response (P = .014). The recurrence rate was 40% (n = 6/15) in the pathologic complete response group compared with 69.8% (n = 271/388) in those without pathologic complete response. Disease-free survival was longer in the pathologic complete response group, with higher 1- and 3-year rates compared with the no-pathologic complete response group (80% vs 60% and 48% vs 24%, respectively). Pathologic complete response was found to be an independent protective factor for disease-specific survival (P = .035) but not for disease-free survival (P = .052). CONCLUSION Pathologic complete response in pancreatic ductal adenocarcinoma is not synonymous of cure but ensure a prolonged survival. Nevertheless, recurrence remains a significant concern, with high rates observed even among these exceptional responders.
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Affiliation(s)
- Domenico Tamburrino
- Division of Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy. https://twitter.com/MimmoTamburrino
| | - Claudia Arcangeli
- Division of Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Federico De Stefano
- Division of Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Giulio Belfiori
- Division of Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marina Macchini
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giulia Orsi
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marco Schiavo Lena
- Department of Pathology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Stefano Partelli
- Division of Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Stefano Crippa
- Division of Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Claudio Doglioni
- Vita-Salute San Raffaele University, Milan, Italy; Department of Pathology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Michele Reni
- Vita-Salute San Raffaele University, Milan, Italy; Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Falconi
- Division of Pancreatic Surgery, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy.
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Fields BC, Tzeng CWD. Locally Advanced Pancreas Cancer, Is There a Role for Surgery? Surg Clin North Am 2024; 104:1017-1030. [PMID: 39237161 PMCID: PMC11748233 DOI: 10.1016/j.suc.2024.03.004] [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] [Indexed: 09/07/2024]
Abstract
Locally advanced pancreatic cancer (LAPC) represents a unique clinical scenario in which the tumor is considered localized but unresectable due to anatomic factors. Despite a consensus against upfront surgery, no standard approach to induction therapy exists for patients with LAPC. Extended systemic therapy has shown promise in establishing tumor response and remains the standard of care. While associated with improved local control, the timing and role of radiation therapy remain in question. Following adequate response to induction chemotherapy, a safe attempt at margin-negative resection can be considered. Special attention should be given to required vascular skeletonization and/or resection with reconstruction.
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Affiliation(s)
- Brittany C Fields
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1484, Houston, TX 77030, USA
| | - Ching-Wei D Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1484, Houston, TX 77030, USA.
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8
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Janssen BV, Oteman B, Ali M, Valkema PA, Adsay V, Basturk O, Chatterjee D, Chou A, Crobach S, Doukas M, Drillenburg P, Esposito I, Gill AJ, Hong SM, Jansen C, Kliffen M, Mittal A, Samra J, van Velthuysen MLF, Yavas A, Kazemier G, Verheij J, Steyerberg E, Besselink MG, Wang H, Verbeke C, Fariña A, de Boer OJ. Artificial Intelligence-based Segmentation of Residual Pancreatic Cancer in Resection Specimens Following Neoadjuvant Treatment (ISGPP-2): International Improvement and Validation Study. Am J Surg Pathol 2024; 48:1108-1116. [PMID: 38985503 PMCID: PMC11321604 DOI: 10.1097/pas.0000000000002270] [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] [Indexed: 07/11/2024]
Abstract
Neoadjuvant therapy (NAT) has become routine in patients with borderline resectable pancreatic cancer. Pathologists examine pancreatic cancer resection specimens to evaluate the effect of NAT. However, an automated scoring system to objectively quantify residual pancreatic cancer (RPC) is currently lacking. Herein, we developed and validated the first automated segmentation model using artificial intelligence techniques to objectively quantify RPC. Digitized histopathological tissue slides were included from resected pancreatic cancer specimens from 14 centers in 7 countries in Europe, North America, Australia, and Asia. Four different scanner types were used: Philips (56%), Hamamatsu (27%), 3DHistech (10%), and Leica (7%). Regions of interest were annotated and classified as cancer, non-neoplastic pancreatic ducts, and others. A U-Net model was trained to detect RPC. Validation consisted of by-scanner internal-external cross-validation. Overall, 528 unique hematoxylin and eosin (H & E) slides from 528 patients were included. In the individual Philips, Hamamatsu, 3DHistech, and Leica scanner cross-validations, mean F1 scores of 0.81 (95% CI, 0.77-0.84), 0.80 (0.78-0.83), 0.76 (0.65-0.78), and 0.71 (0.65-0.78) were achieved, respectively. In the meta-analysis of the cross-validations, the mean F1 score was 0.78 (0.71-0.84). A final model was trained on the entire data set. This ISGPP model is the first segmentation model using artificial intelligence techniques to objectively quantify RPC following NAT. The internally-externally cross-validated model in this study demonstrated robust performance in detecting RPC in specimens. The ISGPP model, now made publically available, enables automated RPC segmentation and forms the basis for objective NAT response evaluation in pancreatic cancer.
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Affiliation(s)
- Boris V. Janssen
- Departments of Surgery
- Pathology, Amsterdam UMC, location University of Amsterdam
- Cancer Center Amsterdam
| | - Bart Oteman
- Departments of Surgery
- Pathology, Amsterdam UMC, location University of Amsterdam
- Cancer Center Amsterdam
| | - Mahsoem Ali
- Cancer Center Amsterdam
- Department of Surgery, Amsterdam UMC, location Vrije Universiteit
| | - Pieter A. Valkema
- Pathology, Amsterdam UMC, location University of Amsterdam
- Cancer Center Amsterdam
| | - Volkan Adsay
- Department of Pathology, Koc University and KUTTAM Research Center, Istanbul, Turkey
| | - Olca Basturk
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Deyali Chatterjee
- Department of Anatomical Pathology, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Angela Chou
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- University of Sydney, Sydney, NSW, Australia
| | | | | | | | - Irene Esposito
- Institute of Pathology, Heinrich-Heine-University and University Hospital of Duesseldorf, Duesseldorf, Germany
| | - Anthony J. Gill
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
- University of Sydney, Sydney, NSW, Australia
| | - Seung-Mo Hong
- Department of Pathology, Asan Medical Center, Seoul, Republic of Korea
| | - Casper Jansen
- Laboratorium Pathologie Oost-Nederland, Hengelo
- Department of Pathology, Medisch Spectrum Twente, Enschede, The Netherlands
| | - Mike Kliffen
- Department of Pathology, Maasstad ziekenhuis, Rotterdam
| | - Anubhav Mittal
- Department of Surgery of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Jas Samra
- University of Sydney, Sydney, NSW, Australia
- Department of Surgery of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
| | | | - Aslihan Yavas
- Institute of Pathology, Heinrich-Heine-University and University Hospital of Duesseldorf, Duesseldorf, Germany
| | - Geert Kazemier
- Cancer Center Amsterdam
- Department of Surgery, Amsterdam UMC, location Vrije Universiteit
| | - Joanne Verheij
- Pathology, Amsterdam UMC, location University of Amsterdam
- Cancer Center Amsterdam
| | - Ewout Steyerberg
- Biomedical Data Sciences, Leiden University Medical Center, Leiden
| | | | - Huamin Wang
- Department of Anatomical Pathology, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Caroline Verbeke
- Department of Pathology, Institute of Clinical Medicine, University of Oslo
- Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Arantza Fariña
- Pathology, Amsterdam UMC, location University of Amsterdam
- Cancer Center Amsterdam
| | - Onno J. de Boer
- Pathology, Amsterdam UMC, location University of Amsterdam
- Cancer Center Amsterdam
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9
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Ma H, Esfahani SA, Krishna S, Ataeinia B, Zhou IY, Rotile NJ, Weigand-Whittier J, Boice AT, Liss AS, Tanabe KK, Caravan P. Allysine-Targeted Molecular MRI Enables Early Prediction of Chemotherapy Response in Pancreatic Cancer. Cancer Res 2024; 84:2549-2560. [PMID: 38759082 PMCID: PMC11293968 DOI: 10.1158/0008-5472.can-23-3548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 02/20/2024] [Accepted: 05/14/2024] [Indexed: 05/19/2024]
Abstract
Neoadjuvant therapy is routinely used in pancreatic ductal adenocarcinoma (PDAC), but not all tumors respond to this treatment. Current clinical imaging techniques are not able to precisely evaluate and predict the response to neoadjuvant therapies over several weeks. A strong fibrotic reaction is a hallmark of a positive response, and during fibrogenesis, allysine residues are formed on collagen proteins by the action of lysyl oxidases. Here, we report the application of an allysine-targeted molecular MRI probe, MnL3, to provide an early, noninvasive assessment of treatment response in PDAC. Allysine increased 2- to 3-fold after one dose of neoadjuvant therapy with FOLFIRINOX in sensitive human PDAC xenografts in mice. Molecular MRI with MnL3 could specifically detect and quantify fibrogenesis in PDAC xenografts. Comparing the MnL3 signal before and 3 days after one dose of FOLFIRINOX predicted subsequent treatment response. The MnL3 tumor signal increased by 70% from day 0 to day 3 in mice that responded to subsequent doses of FOLFIRINOX, whereas no signal increase was observed in FOLFIRINOX-resistant tumors. This study indicates the promise of allysine-targeted molecular MRI as a noninvasive tool to predict chemotherapy outcomes. Significance: Allysine-targeted molecular MRI can quantify fibrogenesis in pancreatic tumors and predict response to chemotherapy, which could guide rapid clinical management decisions by differentiating responders from nonresponders after treatment initiation.
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Affiliation(s)
- Hua Ma
- Institute for Innovation in Imaging (i), Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Department of Radiology, Harvard Medical School, Boston, Massachusetts 02129, United States
| | - Shadi A. Esfahani
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Department of Radiology, Harvard Medical School, Boston, Massachusetts 02129, United States
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
| | - Shriya Krishna
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Bahar Ataeinia
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Department of Radiology, Harvard Medical School, Boston, Massachusetts 02129, United States
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
| | - Iris Y. Zhou
- Institute for Innovation in Imaging (i), Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Department of Radiology, Harvard Medical School, Boston, Massachusetts 02129, United States
| | - Nicholas J. Rotile
- Institute for Innovation in Imaging (i), Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Jonah Weigand-Whittier
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Avery T. Boice
- Institute for Innovation in Imaging (i), Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - Andrew S. Liss
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, Massachusetts, 02114, United States
| | - Kenneth K. Tanabe
- Division of Gastrointestinal and Oncologic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
| | - Peter Caravan
- Institute for Innovation in Imaging (i), Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, 02129, USA
- Department of Radiology, Harvard Medical School, Boston, Massachusetts 02129, United States
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10
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Holm MB, Lenggenhager D, Detlefsen S, Sántha P, Verbeke CS. Identification of tumour regression in neoadjuvantly treated pancreatic cancer is based on divergent and nonspecific criteria. Histopathology 2024; 85:171-181. [PMID: 38571446 DOI: 10.1111/his.15190] [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: 09/13/2023] [Revised: 11/23/2023] [Accepted: 03/18/2024] [Indexed: 04/05/2024]
Abstract
AIMS Following the increased use of neoadjuvant therapy for pancreatic cancer, grading of tumour regression (TR) has become part of routine diagnostics. However, it suffers from marked interobserver variation, which is mainly ascribed to the subjectivity of the defining criteria of the categories in TR grading systems. We hypothesized that a further cause for the interobserver variation is the use of divergent and nonspecific morphological criteria to identify tumour regression. METHODS AND RESULTS Twenty treatment-naïve pancreatic cancers and 20 pancreatic cancers treated with neoadjuvant chemotherapy were reviewed by three experienced pancreatic pathologists who, blinded for treatment status, categorized each tumour as treatment-naïve or neoadjuvantly treated, and annotated all tissue areas they considered showing tumour regression. Only 50%-65% of the cases were categorized correctly, and the annotated tissue areas were highly discrepant (only 3%-41% overlap). When the prevalence of various morphological features deemed to indicate TR was compared between treatment-naïve and neoadjuvantly treated tumours, only one pattern, characterized by reduced cancer cell density and prominent stroma affecting a large area of the tumour bed, occurred significantly more frequently, but not exclusively, in the neoadjuvantly treated group. Finally, stromal features, both morphological and biological, were investigated as possible markers for tumour regression, but failed to distinguish TR from native tumour stroma. CONCLUSION There is considerable divergence in opinion between pathologists when it comes to the identification of tumour regression. Reliable identification of TR is only possible if it is extensive, while lesser degrees of treatment effect cannot be recognized with certainty.
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Affiliation(s)
- Maia Blomhoff Holm
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Daniela Lenggenhager
- Department of Pathology and Molecular Pathology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Sönke Detlefsen
- Department of Pathology, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Petra Sántha
- Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Caroline Sophie Verbeke
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Pathology, Oslo University Hospital, Oslo, Norway
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11
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Stoop TF, Oba A, Wu YHA, Beaty LE, Colborn KL, Janssen BV, Al-Musawi MH, Franco SR, Sugawara T, Franklin O, Jain A, Saiura A, Sauvanet A, Coppola A, Javed AA, Groot Koerkamp B, Miller BN, Mack CE, Hashimoto D, Caputo D, Kleive D, Sereni E, Belfiori G, Ichida H, van Dam JL, Dembinski J, Akahoshi K, Roberts KJ, Tanaka K, Labori KJ, Falconi M, House MG, Sugimoto M, Tanabe M, Gotohda N, Krohn PS, Burkhart RA, Thakkar RG, Pande R, Dokmak S, Hirano S, Burgdorf SK, Crippa S, van Roessel S, Satoi S, White SA, Hackert T, Nguyen TK, Yamamoto T, Nakamura T, Bachu V, Burns WR, Inoue Y, Takahashi Y, Ushida Y, Aslami ZV, Verbeke CS, Fariña A, He J, Wilmink JW, Messersmith W, Verheij J, Kaplan J, Schulick RD, Besselink MG, Del Chiaro M. Pathological Complete Response in Patients With Resected Pancreatic Adenocarcinoma After Preoperative Chemotherapy. JAMA Netw Open 2024; 7:e2417625. [PMID: 38888920 PMCID: PMC11185983 DOI: 10.1001/jamanetworkopen.2024.17625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 04/18/2024] [Indexed: 06/20/2024] Open
Abstract
IMPORTANCE Preoperative chemo(radio)therapy is increasingly used in patients with localized pancreatic adenocarcinoma, leading to pathological complete response (pCR) in a small subset of patients. However, multicenter studies with in-depth data about pCR are lacking. OBJECTIVE To investigate the incidence, outcome, and risk factors of pCR after preoperative chemo(radio)therapy. DESIGN, SETTING, AND PARTICIPANTS This observational, international, multicenter cohort study assessed all consecutive patients with pathology-proven localized pancreatic adenocarcinoma who underwent resection after 2 or more cycles of chemotherapy (with or without radiotherapy) in 19 centers from 8 countries (January 1, 2010, to December 31, 2018). Data collection was performed from February 1, 2020, to April 30, 2022, and analyses from January 1, 2022, to December 31, 2023. Median follow-up was 19 months. EXPOSURES Preoperative chemotherapy (with or without radiotherapy) followed by resection. MAIN OUTCOMES AND MEASURES The incidence of pCR (defined as absence of vital tumor cells in the sampled pancreas specimen after resection), its association with OS from surgery, and factors associated with pCR. Factors associated with overall survival (OS) and pCR were investigated with Cox proportional hazards and logistic regression models, respectively. RESULTS Overall, 1758 patients (mean [SD] age, 64 [9] years; 879 [50.0%] male) were studied. The rate of pCR was 4.8% (n = 85), and pCR was associated with OS (hazard ratio, 0.46; 95% CI, 0.26-0.83). The 1-, 3-, and 5-year OS rates were 95%, 82%, and 63% in patients with pCR vs 80%, 46%, and 30% in patients without pCR, respectively (P < .001). Factors associated with pCR included preoperative multiagent chemotherapy other than (m)FOLFIRINOX ([modified] leucovorin calcium [folinic acid], fluorouracil, irinotecan hydrochloride, and oxaliplatin) (odds ratio [OR], 0.48; 95% CI, 0.26-0.87), preoperative conventional radiotherapy (OR, 2.03; 95% CI, 1.00-4.10), preoperative stereotactic body radiotherapy (OR, 8.91; 95% CI, 4.17-19.05), radiologic response (OR, 13.00; 95% CI, 7.02-24.08), and normal(ized) serum carbohydrate antigen 19-9 after preoperative therapy (OR, 3.76; 95% CI, 1.79-7.89). CONCLUSIONS AND RELEVANCE This international, retrospective cohort study found that pCR occurred in 4.8% of patients with resected localized pancreatic adenocarcinoma after preoperative chemo(radio)therapy. Although pCR does not reflect cure, it is associated with improved OS, with a doubled 5-year OS of 63% compared with 30% in patients without pCR. Factors associated with pCR related to preoperative chemo(radio)therapy regimens and anatomical and biological disease response features may have implications for treatment strategies that require validation in prospective studies because they may not universally apply to all patients with pancreatic adenocarcinoma.
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Affiliation(s)
- Thomas F. Stoop
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Atsushi Oba
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
- Department of Hepatobiliary and Pancreatic Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Ariake, Tokyo, Japan
- Department of Hepatobiliary and Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Y. H. Andrew Wu
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, Maryland
| | - Laurel E. Beaty
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora
| | - Kathryn L. Colborn
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora
- Adult and Child Center for Outcomes Research and Delivery Science, University of Colorado Anschutz Medical Campus, Aurora
| | - Boris V. Janssen
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Pathology, Amsterdam, the Netherlands
| | - Mohammed H. Al-Musawi
- Clinical Trials of Office, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
| | - Salvador Rodriguez Franco
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
| | - Toshitaka Sugawara
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
- Department of Hepatobiliary and Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Oskar Franklin
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
- Department of Diagnostics and Intervention, Surgery, Umeå University, Umeå, Sweden
| | - Ajay Jain
- Division of Surgical Oncology, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City
| | - Akio Saiura
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | | | | | - Ammar A. Javed
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, Maryland
- Division of Surgical Oncology, Department of Surgery, New York University Medical Center, New York, New York
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Braden N. Miller
- Division of Surgical Oncology, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City
| | - Claudia E. Mack
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Damiano Caputo
- Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
- Research Unit of General Surgery, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
| | - Dyre Kleive
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Elisabetta Sereni
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, Maryland
- Unit of General and Pancreatic Surgery, The Pancreas Institute, University of Verona Hospital Truty, Verona, Italy
| | - Giulio Belfiori
- Pancreatic and Transplant Surgery Unit, San Raffaele Hospital IRCCS, Vita-Salute University, Milano, Italy
| | - Hirofumi Ichida
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Jacob L. van Dam
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | | | - Keiichi Akahoshi
- Department of Hepatobiliary and Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Keith J. Roberts
- Hepato-Pancreato-Biliary Unit, Department of Surgery, University Hospitals of Birmingham, Birmingham, UK
| | - Kimitaka Tanaka
- Department of Gastroenterological Surgery II, Hokkaido University, Faculty of Medicine, Hokkaido, Japan
| | - Knut J. Labori
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Massimo Falconi
- Pancreatic and Transplant Surgery Unit, San Raffaele Hospital IRCCS, Vita-Salute University, Milano, Italy
| | - Michael G. House
- Department of Surgery, Indiana University School of Medicine, Indianapolis
| | - Motokazu Sugimoto
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Minoru Tanabe
- Department of Hepatobiliary and Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Naoto Gotohda
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Paul S. Krohn
- Department of Surgery and Transplantation, Copenhagen University Hospital, Copenhagen, Denmark
| | - Richard A. Burkhart
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, Maryland
| | - Rohan G. Thakkar
- Department of Hepato-Pancreatico-Biliary and Transplant Surgery, Freeman Hospital, Newcastle University, Newcastle upon Tyne, UK
| | - Rupaly Pande
- Hepato-Pancreato-Biliary Unit, Department of Surgery, University Hospitals of Birmingham, Birmingham, UK
| | - Safi Dokmak
- Department of Surgery, Hôpital Beaujon, Clichy, France
| | - Satoshi Hirano
- Department of Gastroenterological Surgery II, Hokkaido University, Faculty of Medicine, Hokkaido, Japan
| | - Stefan K. Burgdorf
- Department of Surgery and Transplantation, Copenhagen University Hospital, Copenhagen, Denmark
| | - Stefano Crippa
- Pancreatic and Transplant Surgery Unit, San Raffaele Hospital IRCCS, Vita-Salute University, Milano, Italy
| | - Stijn van Roessel
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Sohei Satoi
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
- Department of Surgery, Kansai Medical University, Osaka, Japan
| | - Steven A. White
- Department of Hepato-Pancreatico-Biliary and Transplant Surgery, Freeman Hospital, Newcastle University, Newcastle upon Tyne, UK
| | - Thilo Hackert
- Department of General, Visceral and Thoracic Surgery, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Trang K. Nguyen
- Department of Surgery, Indiana University School of Medicine, Indianapolis
| | | | - Toru Nakamura
- Department of Gastroenterological Surgery II, Hokkaido University, Faculty of Medicine, Hokkaido, Japan
| | - Vismaya Bachu
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, Maryland
| | - William R. Burns
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, Maryland
| | - Yosuke Inoue
- Department of Hepatobiliary and Pancreatic Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Ariake, Tokyo, Japan
| | - Yu Takahashi
- Department of Hepatobiliary and Pancreatic Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Ariake, Tokyo, Japan
| | - Yuta Ushida
- Department of Hepatobiliary and Pancreatic Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Ariake, Tokyo, Japan
| | - Zohra V. Aslami
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, Maryland
| | - Caroline S. Verbeke
- Department of Pathology, Oslo University Hospital, University of Oslo, Oslo, Norway
| | - Arantza Fariña
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Pathology, Amsterdam, the Netherlands
| | - Jin He
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, Maryland
| | - Johanna W. Wilmink
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Medical Oncology, Amsterdam, the Netherlands
| | - Wells Messersmith
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora
| | - Joanne Verheij
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Pathology, Amsterdam, the Netherlands
| | - Jeffrey Kaplan
- Department of Pathology, University of Colorado School of Medicine, Aurora
| | - Richard D. Schulick
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
| | - Marc G. Besselink
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Marco Del Chiaro
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora
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12
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Park Y, Han YB, Kim J, Kang M, Lee B, Ahn ES, Han S, Kim H, Na HY, Han HS, Yoon YS. Microscopic tumor mapping of post-neoadjuvant therapy pancreatic cancer specimens to predict post-surgical recurrence: A prospective cohort study. Pancreatology 2024; 24:562-571. [PMID: 38556428 DOI: 10.1016/j.pan.2024.03.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 03/01/2024] [Accepted: 03/23/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Although various pathological grading systems are available for evaluating the response of pancreatic ductal adenocarcinoma (PDAC) to neoadjuvant therapy (NAT), their prognostic value has not been thoroughly validated. This study examined whether microscopic tumor mapping of post-NAT specimens could predict tumor recurrence. METHODS This prospective study enrolled 52 patients who underwent pancreaticoduodenectomy after NAT for PDAC between 2019 and 2021. Microscopic mapping was performed to identify residual tumor loci within the tumor bed using 4 mm2 pixels. Patients were divided into small extent (SE; n = 26) and large extent (LE; n = 26) groups using a cutoff value of 226 mm2. The diagnostic performance for predicting tumor recurrence was evaluated using receiver operating characteristic (ROC) curves. RESULTS Carbohydrate antigen 19-9 levels were normalised after NAT in more patients in the SE group (SE 21 [80.8%] vs. LE 13 [50.0%]; P = 0.041). Tumor size (P < 0.001), T stage (P < 0.001), positive lymph node yield (P = 0.024), and perineural invasion rate (P = 0.018) were significantly greater in the LE group. The 3-year disease-free survival rate was significantly lower in the LE group (SE 83.3% vs. LE 50.0%, P = 0.004). The area under the ROC curve for mapping extent was 0.743, which was greater than that of the other tumor response scoring systems. CONCLUSIONS Microscopic tumor mapping of the residual tumor in post-NAT specimens is a significant predictor of post-surgical recurrence, and offers better prognostic performance than the current grading systems.
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Affiliation(s)
- Yeshong Park
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Republic of Korea
| | - Yeon Bi Han
- Department of Pathology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Republic of Korea
| | - Jinju Kim
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Republic of Korea
| | - MeeYoung Kang
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Republic of Korea
| | - Boram Lee
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Republic of Korea
| | - Eun Sung Ahn
- Department of Pathology, Seoul National University Bundang Hospital, Republic of Korea
| | - Saemi Han
- Department of Pathology, Seoul National University Bundang Hospital, Republic of Korea
| | - Haeryoung Kim
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Republic of Korea
| | - Hee-Young Na
- Department of Pathology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Republic of Korea
| | - Ho-Seong Han
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Republic of Korea
| | - Yoo-Seok Yoon
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Republic of Korea.
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13
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Stoop TF, Theijse RT, Seelen LWF, Groot Koerkamp B, van Eijck CHJ, Wolfgang CL, van Tienhoven G, van Santvoort HC, Molenaar IQ, Wilmink JW, Del Chiaro M, Katz MHG, Hackert T, Besselink MG. Preoperative chemotherapy, radiotherapy and surgical decision-making in patients with borderline resectable and locally advanced pancreatic cancer. Nat Rev Gastroenterol Hepatol 2024; 21:101-124. [PMID: 38036745 DOI: 10.1038/s41575-023-00856-2] [Citation(s) in RCA: 51] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/05/2023] [Indexed: 12/02/2023]
Abstract
Surgical resection combined with systemic chemotherapy is the cornerstone of treatment for patients with localized pancreatic cancer. Upfront surgery is considered suboptimal in cases with extensive vascular involvement, which can be classified as either borderline resectable pancreatic cancer or locally advanced pancreatic cancer. In these patients, FOLFIRINOX or gemcitabine plus nab-paclitaxel chemotherapy is currently used as preoperative chemotherapy and is eventually combined with radiotherapy. Thus, more patients might reach 5-year overall survival. Patient selection for chemotherapy, radiotherapy and subsequent surgery is based on anatomical, biological and conditional parameters. Current guidelines and clinical practices vary considerably regarding preoperative chemotherapy and radiotherapy, response evaluation, and indications for surgery. In this Review, we provide an overview of the clinical evidence regarding disease staging, preoperative therapy, response evaluation and surgery in patients with borderline resectable pancreatic cancer or locally advanced pancreatic cancer. In addition, a clinical work-up is proposed based on the available evidence and guidelines. We identify knowledge gaps and outline a proposed research agenda.
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Affiliation(s)
- Thomas F Stoop
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, Netherlands
- Cancer Center Amsterdam, Amsterdam, Netherlands
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Rutger T Theijse
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, Netherlands
- Cancer Center Amsterdam, Amsterdam, Netherlands
| | - Leonard W F Seelen
- Department of Surgery, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus Medical Center, Rotterdam, Netherlands
| | - Casper H J van Eijck
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus Medical Center, Rotterdam, Netherlands
| | - Christopher L Wolfgang
- Division of Surgical Oncology, Department of Surgery, New York University Medical Center, New York City, NY, USA
| | - Geertjan van Tienhoven
- Cancer Center Amsterdam, Amsterdam, Netherlands
- Amsterdam UMC, location University of Amsterdam, Department of Radiation Oncology, Amsterdam, Netherlands
| | - Hjalmar C van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
| | - I Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
| | - Johanna W Wilmink
- Cancer Center Amsterdam, Amsterdam, Netherlands
- Amsterdam UMC, location University of Amsterdam, Department of Medical Oncology, Amsterdam, Netherlands
| | - Marco Del Chiaro
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Matthew H G Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Thilo Hackert
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
- Department of General, Visceral and Thoracic Surgery, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Marc G Besselink
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, Netherlands.
- Cancer Center Amsterdam, Amsterdam, Netherlands.
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14
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Tripathi S, Tabari A, Mansur A, Dabbara H, Bridge CP, Daye D. From Machine Learning to Patient Outcomes: A Comprehensive Review of AI in Pancreatic Cancer. Diagnostics (Basel) 2024; 14:174. [PMID: 38248051 PMCID: PMC10814554 DOI: 10.3390/diagnostics14020174] [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: 09/19/2023] [Revised: 12/28/2023] [Accepted: 12/29/2023] [Indexed: 01/23/2024] Open
Abstract
Pancreatic cancer is a highly aggressive and difficult-to-detect cancer with a poor prognosis. Late diagnosis is common due to a lack of early symptoms, specific markers, and the challenging location of the pancreas. Imaging technologies have improved diagnosis, but there is still room for improvement in standardizing guidelines. Biopsies and histopathological analysis are challenging due to tumor heterogeneity. Artificial Intelligence (AI) revolutionizes healthcare by improving diagnosis, treatment, and patient care. AI algorithms can analyze medical images with precision, aiding in early disease detection. AI also plays a role in personalized medicine by analyzing patient data to tailor treatment plans. It streamlines administrative tasks, such as medical coding and documentation, and provides patient assistance through AI chatbots. However, challenges include data privacy, security, and ethical considerations. This review article focuses on the potential of AI in transforming pancreatic cancer care, offering improved diagnostics, personalized treatments, and operational efficiency, leading to better patient outcomes.
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Affiliation(s)
- Satvik Tripathi
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA; (S.T.); (A.T.); (A.M.); (C.P.B.)
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Azadeh Tabari
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA; (S.T.); (A.T.); (A.M.); (C.P.B.)
- Harvard Medical School, Boston, MA 02115, USA
| | - Arian Mansur
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA; (S.T.); (A.T.); (A.M.); (C.P.B.)
- Harvard Medical School, Boston, MA 02115, USA
| | - Harika Dabbara
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, USA;
| | - Christopher P. Bridge
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA; (S.T.); (A.T.); (A.M.); (C.P.B.)
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Dania Daye
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA; (S.T.); (A.T.); (A.M.); (C.P.B.)
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA
- Harvard Medical School, Boston, MA 02115, USA
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15
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Pinelli D, Micalef A, Merelli B, Trezzi R, Amaduzzi A, Agnesi S, Guizzetti M, Camagni S, Fedele V, Colledan M. Pancreatic ductal adenocarcinoma complete regression after preoperative chemotherapy: Surgical results in a small series. Cancer Treat Res Commun 2023; 37:100770. [PMID: 37837717 DOI: 10.1016/j.ctarc.2023.100770] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/30/2023] [Accepted: 10/07/2023] [Indexed: 10/16/2023]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) becomes a systemic disease from an early stage. Complete surgical resection remains the only validated and potentially curative treatment; disappointingly only 20% of patients present with a resectable tumour. Although a complete pathological regression (pCR) after the preoperative chemotherapy could intuitively lead to better outcomes and prolonged survival some reports highlighted significant rates of recurrence. CASES PRESENTATION We describe three cases of pCR following preoperative chemotherapy for PDAC. The first two cases received neoadjuvant mFOLFIRINOX and PAX-G scheme for borderline resectable PDAC. Recurrence appeared 9 and 12 months after surgery. Although both patients started adjuvant therapy straight after the diagnosis of recurrence, the disease rapidly progressed and led them to death 12 and 15 months after surgery. The third case was characterized by germline BRCA2 mutation. The patient presented with PDAC of the body, intrapancreatic biliary stenosis and suspected peritoneal metastasis. One year later, after first and second-line chemotherapy, she underwent explorative laparoscopy and total spleno-pancreatectomy without evidence of viable tumour cells in the surgical specimen. At six months she is recurrence-free. CONCLUSIONS Very few reports describe a complete pathological response following preoperative chemotherapy in pancreatic cancer. We observed three cases in the last three years with disappointing oncological results. Further investigations are needed to predict PDAC prognosis in pCR after chemotherapy.
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Affiliation(s)
- Domenico Pinelli
- Department of Organ Failure and Transplantation, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy
| | - Andrea Micalef
- Department of Organ Failure and Transplantation, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy; Università degli Studi di Milano, Milano, Italy.
| | - Barbara Merelli
- Unit of Medical Oncology, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy
| | - Rosangela Trezzi
- Unit of Pathology, ASST-Papa Giovanni XXIII, Piazza OMS 1, 24127, Bergamo, Italy
| | - Annalisa Amaduzzi
- Department of Organ Failure and Transplantation, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy
| | - Stefano Agnesi
- Department of Organ Failure and Transplantation, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy
| | - Michela Guizzetti
- Department of Organ Failure and Transplantation, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy
| | - Stefania Camagni
- Department of Organ Failure and Transplantation, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy
| | - Veronica Fedele
- Department of Organ Failure and Transplantation, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy; Università degli Studi di Milano, Milano, Italy
| | - Michele Colledan
- Department of Organ Failure and Transplantation, ASST-Papa Giovanni XXIII, Piazza OMS, 1, 24127, Bergamo, Italy; University of Bicocca, Milano, Italy
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16
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de Carvalho LFA, Gryspeerdt F, Rashidian N, Van Hove K, Maertens L, Ribeiro S, Hoorens A, Berrevoet F. Predictive factors for survival in borderline resectable and locally advanced pancreatic cancer: are these really two different entities? BMC Surg 2023; 23:296. [PMID: 37775737 PMCID: PMC10541717 DOI: 10.1186/s12893-023-02200-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 09/18/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND The treatment of borderline resectable (BR) and locally advanced (LA) pancreatic ductal adenocarcinoma (PDAC) has evolved with a wider application of neoadjuvant chemotherapy (NACHT). The aim of this study was to identify predictive factors for survival in BR and LA PDAC. METHODS Clinicopathologic data of patients with BR and LA PDAC who underwent surgical exploration between January 2011 and June 2021 were retrospectively collected. Survival from the date of surgery was estimated using the Kaplan-Meier method. Simple and multiple Cox proportional hazards models were fitted to identify factors associated with survival. Surgical resection was analyzed in combination with the involvement of lymph nodes as this last was only known after a formal resection. RESULTS Ninety patients were surgically explored (BR: 45, LA: 45), of which 51 (57%) were resected (BR: 31, LA: 20). NACHT was administered to 43 patients with FOLFIRINOX being the most frequent regimen applied (33/43, 77%). Major complications (Clavien-Dindo grade III and IV) occurred in 7.8% of patients and 90-day mortality rate was 3.3%. The median overall survival since surgery was 16 months (95% CI 12-20) in the group which underwent surgical resection and 10 months (95% CI 7-13) in the group with an unresectable tumor (p=0.001). Cox proportional hazards models showed significantly lower mortality hazard for surgical resection compared to no surgical resection, even after adjusting for National Comprehensive Cancer Network (NCCN) classification and administration of NACHT [surgical resection with involved lymph nodes vs no surgical resection (cHR 0.49; 95% CI 0.29-0.82; p=0.007)]. There was no significant difference in survival between patients with BR and LA disease (cHR= 1.01; 95% CI 0.63-1.62; p=0.98). CONCLUSIONS Surgical resection is the only predictor of survival in patients with BR and LA PDAC, regardless of their initial classification as BR or LA. Our results suggest that surgery should not be denied to patients with LA PDAC a priori. Prospective studies including patients from the moment of diagnosis are required to identify biologic and molecular markers which may allow a better selection of patients who will benefit from surgery.
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Affiliation(s)
- Luís Filipe Abreu de Carvalho
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium.
| | - Filip Gryspeerdt
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - Niki Rashidian
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - Kobe Van Hove
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - Lambertine Maertens
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - Suzane Ribeiro
- Department of Gastroenterology, Division of Digestive Oncology, Ghent University Hospital, Ghent, Belgium
| | - Anne Hoorens
- Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Frederik Berrevoet
- Department of HPB surgery and liver transplantation, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
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17
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Alessandrino F, Gozlan EC, Hosein PJ, Merchant NB, McKinney A, Datta J. Texture Analysis Identifies Distinct Radiomic Signals Associated with Survival in Hispanic Patients with Pancreatic Cancer. Ann Surg Oncol 2023; 30:1953-1955. [PMID: 36581727 DOI: 10.1245/s10434-022-13013-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 12/12/2022] [Indexed: 12/31/2022]
Affiliation(s)
- Francesco Alessandrino
- Division of Abdominal Imaging, Department of Radiology, University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA.
| | - Etienne C Gozlan
- University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA
| | - Peter J Hosein
- Division of Medical Oncology, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Nipun B Merchant
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
- Division of Surgical Oncology, Department of Surgery, University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA
| | - Alexander McKinney
- Department of Radiology, University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA
| | - Jashodeep Datta
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
- Division of Surgical Oncology, Department of Surgery, University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA
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18
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Ghabi EM, Shoucair S, Ding D, Javed AA, Thompson ED, Zheng L, Cameron JL, Wolfgang CL, Shubert CR, Lafaro KJ, Burkhart RA, Burns WR, He J. Tailoring Adjuvant Chemotherapy to Biologic Response Following Neoadjuvant Chemotherapy Impacts Overall Survival in Pancreatic Cancer. J Gastrointest Surg 2023; 27:691-700. [PMID: 36280632 PMCID: PMC10079604 DOI: 10.1007/s11605-022-05476-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 09/16/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND The role of postoperative chemotherapy in patients with resected pancreatic cancer who receive neoadjuvant treatment is unknown. Clinicians use changes in CA19-9 and histopathologic scores to assess treatment response. We sought to investigate if CA19-9 normalization in response to NAT can help guide the need for postoperative treatment. METHODS Patients with elevated baseline CA19-9 (CA19-9 > 37U/mL) who received NAT followed by surgery between 2011 and 2019 were retrospectively reviewed. Treatment response was determined by CA19-9 normalization following NAT and histopathologic scoring. The role of postoperative chemotherapy was analyzed in light of CA19-9 normalization and histopathologic response. RESULTS We identified and included 345 patients. Following NAT, CA19-9 normalization was observed in 125 patients (36.2%). CA19-9 normalization was associated with a favorable histopathologic response (41.6% vs 23.2%, p < 0.001) and a lower ypT (p < 0.001) and ypN stage (p = 0.003). Receipt of adjuvant chemotherapy was associated with improved overall survival in patients in whom CA19-9 did not normalize following NAT (26.8 vs 16.4 months, p = 0.008). In patients who received 5FU-based NAT and in whom CA19-9 did not normalize, receipt of 5FU-based adjuvant chemotherapy was associated with improved OS (p = 0.014). CONCLUSION CA19-9 normalization in response to NAT was associated with favorable outcomes and can serve as a biomarker for treatment response. In patients where CA19-9 did not normalize, receipt of postoperative chemotherapy was associated with improved OS. These patients also benefited from additional 5FU-based postoperative chemotherapy following 5FU-based NAT.
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Affiliation(s)
- Elie M Ghabi
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA
| | - Sami Shoucair
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA
| | - Ding Ding
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA
| | - Ammar A Javed
- Department of Surgery, NYU Langone Health, New York, NY, USA
| | - Elizabeth D Thompson
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lei Zheng
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - John L Cameron
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA
| | | | - Christopher R Shubert
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA
| | - Kelly J Lafaro
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA
| | - Richard A Burkhart
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA
| | - William R Burns
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA
| | - Jin He
- Department of Surgery, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Blalock 685, Baltimore, MD, 21287, USA.
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19
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Zaharia C, Søreide K. Call for better response evaluation after neoadjuvant therapy in pancreatic cancer. Br J Surg 2023; 110:294-296. [PMID: 36630676 PMCID: PMC10364493 DOI: 10.1093/bjs/znac452] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Accepted: 12/09/2022] [Indexed: 01/13/2023]
Affiliation(s)
- Claudia Zaharia
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway.,Gastrointestinal and Translational Research Group, Stavanger University Hospital, Stavanger, Norway
| | - Kjetil Søreide
- Gastrointestinal and Translational Research Group, Stavanger University Hospital, Stavanger, Norway.,Department of Gastrointestinal Surgery, Hepatopancreatobiliary Unit, Stavanger University Hospital, Stavanger, Norway.,Department of Clinical medicine, University of Bergen, Bergen, Norway
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20
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Bakhshwin A, Allende DS. The Histopathology of Neoadjuvant-Treated (NAT) Pancreatic Ductal Adenocarcinoma. Surg Pathol Clin 2022; 15:511-528. [PMID: 36049833 DOI: 10.1016/j.path.2022.05.010] [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] [Indexed: 06/15/2023]
Abstract
Examination of pancreatic ductal adenocarcinoma after NAT with the intent of diagnosis and outcome prediction remains a challenging task. The lack of a uniform approach to macroscopically assess these cases along with variations in sampling adds to the complexity. Several TRG systems have been proposed to correlate with an overall survival. In clinical practice, most of these TRG schemes have shown low level of interobserver agreement arguing for a need of larger studies and more innovative ways to assess outcome in this population.
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Affiliation(s)
- Ahmed Bakhshwin
- Robert J. Tomsich Pathology & Laboratory Medicine Institute, Cleveland Clinic, 9500 Euclid Avenue, L1-360-R11, Cleveland, OH 44195, USA. https://twitter.com/Ahmed_Bakhshwin
| | - Daniela S Allende
- Robert J. Tomsich Pathology & Laboratory Medicine Institute, Cleveland Clinic, 9500 Euclid Avenue, L25, Cleveland, OH 44195, USA.
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21
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Schouten TJ, Daamen LA, Dorland G, van Roessel SR, Groot VP, Besselink MG, Bonsing BA, Bosscha K, Brosens LAA, Busch OR, van Dam RM, Fariña Sarasqueta A, Festen S, Groot Koerkamp B, van der Harst E, de Hingh IHJT, Intven M, Kazemier G, de Meijer VE, Nieuwenhuijs VB, Raicu GM, Roos D, Schreinemakers JMJ, Stommel MWJ, van Velthuysen MF, Verdonk RC, Verheij J, Verkooijen HM, van Santvoort HC, Molenaar IQ. 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; 29:5988-5999. [PMID: 35469113 PMCID: PMC9356941 DOI: 10.1245/s10434-022-11664-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 03/06/2022] [Indexed: 12/11/2022]
Abstract
BACKGROUND The prognostic value of four proposed modifications to the 8th American Joint Committee on Cancer (AJCC) TNM staging system has yet to be evaluated. This study aimed to validate five proposed modifications. METHODS Patients who underwent pancreatic ductal adenocarcinoma resection (2014-2016), as registered in the prospective Dutch Pancreatic Cancer Audit, were included. Stratification and prognostication of TNM staging systems were assessed using Kaplan-Meier curves, Cox proportional hazard analyses, and C-indices. A new modification was composed based on overall survival (OS). RESULTS Overall, 750 patients with a median OS of 18 months (interquartile range 10-32) were included. The 8th edition had an increased discriminative ability compared with the 7th edition {C-index 0.59 (95% confidence interval [CI] 0.56-0.61) vs. 0.56 (95% CI 0.54-0.58)}. Although the 8th edition showed a stepwise decrease in OS with increasing stage, no differences could be demonstrated between all substages; stage IIA vs. IB (hazard ratio [HR] 1.30, 95% CI 0.80-2.09; p = 0.29) and stage IIB vs. IIA (HR 1.17, 95% CI 0.75-1.83; p = 0.48). The four modifications showed comparable prognostic accuracy (C-index 0.59-0.60); however, OS did not differ between all modified TNM stages (ns). The new modification, migrating T3N1 patients to stage III, showed a C-index of 0.59, but did detect significant survival differences between all TNM stages (p < 0.05). CONCLUSIONS The 8th TNM staging system still lacks prognostic value for some categories of patients, which was not clearly improved by four previously proposed modifications. The modification suggested in this study allows for better prognostication in patients with all stages of disease.
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Affiliation(s)
- Thijs J. Schouten
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
| | - Lois A. Daamen
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
- Department of Radiation Oncology, UMC Utrecht Cancer Center, Utrecht, The Netherlands
| | - Galina Dorland
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Stijn R. van Roessel
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Vincent P. Groot
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
| | - Marc G. Besselink
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Bert A. Bonsing
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Koop Bosscha
- Department of Surgery, Jeroen Bosch Hospital, Den Bosch, The Netherlands
| | | | - Olivier R. Busch
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Ronald M. van Dam
- Department of Surgery, Maastricht UMC+, Maastricht, The Netherlands
- GROW - School for Oncology & Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of General and Visceral Surgery, University Hospital Aachen, Aachen, Germany
| | - Arantza Fariña Sarasqueta
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | | | | | | | - Ignace H. J. T. de Hingh
- GROW - School for Oncology & Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of Surgery, Catharina Hospital, Eindhoven, The Netherlands
| | - Martijn Intven
- Department of Radiation Oncology, UMC Utrecht Cancer Center, Utrecht, The Netherlands
| | - Geert Kazemier
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, VU Medical Center, Amsterdam, The Netherlands
| | - Vincent E. de Meijer
- Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | | | - G. Mihaela Raicu
- Department of Pathology, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Daphne Roos
- Department of Surgery, Reinier de Graaf Group, Delft, The Netherlands
| | | | | | | | - Robert C. Verdonk
- Department of Gastroenterology, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
| | - Joanne Verheij
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Helena M. Verkooijen
- Imaging Division, University Medical Center Utrecht, Utrecht, The Netherlands
- Utrecht University, Utrecht, The Netherlands
| | - Hjalmar C. van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
| | - I. Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
| | - The Dutch Pancreatic Cancer Group
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
- Department of Radiation Oncology, UMC Utrecht Cancer Center, Utrecht, The Netherlands
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
- Department of Surgery, Jeroen Bosch Hospital, Den Bosch, The Netherlands
- Department of Pathology, UMC Utrecht Cancer Center, Utrecht, The Netherlands
- Department of Surgery, Maastricht UMC+, Maastricht, The Netherlands
- GROW - School for Oncology & Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of General and Visceral Surgery, University Hospital Aachen, Aachen, Germany
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Surgery, OLVG, Amsterdam, The Netherlands
- Department of Surgery, Erasmus MC, Rotterdam, The Netherlands
- Department of Surgery, Maasstad Hospital, Rotterdam, The Netherlands
- Department of Surgery, Catharina Hospital, Eindhoven, The Netherlands
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, VU Medical Center, Amsterdam, The Netherlands
- Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
- Department of Surgery, Isala, Zwolle, The Netherlands
- Department of Pathology, St. Antonius Hospital, Nieuwegein, The Netherlands
- Department of Surgery, Reinier de Graaf Group, Delft, The Netherlands
- Department of Surgery, Amphia Hospital, Breda, The Netherlands
- Department of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Pathology, Erasmus MC, Rotterdam, Netherlands
- Department of Gastroenterology, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht, The Netherlands
- Imaging Division, University Medical Center Utrecht, Utrecht, The Netherlands
- Utrecht University, Utrecht, The Netherlands
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22
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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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23
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Schuurmans M, Alves N, Vendittelli P, Huisman H, Hermans J. Setting the Research Agenda for Clinical Artificial Intelligence in Pancreatic Adenocarcinoma Imaging. Cancers (Basel) 2022; 14:cancers14143498. [PMID: 35884559 PMCID: PMC9316850 DOI: 10.3390/cancers14143498] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/07/2022] [Accepted: 07/15/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers worldwide, associated with a 98% loss of life expectancy and a 30% increase in disability-adjusted life years. Image-based artificial intelligence (AI) can help improve outcomes for PDAC given that current clinical guidelines are non-uniform and lack evidence-based consensus. However, research on image-based AI for PDAC is too scattered and lacking in sufficient quality to be incorporated into clinical workflows. In this review, an international, multi-disciplinary team of the world’s leading experts in pancreatic cancer breaks down the patient pathway and pinpoints the current clinical touchpoints in each stage. The available PDAC imaging AI literature addressing each pathway stage is then rigorously analyzed, and current performance and pitfalls are identified in a comprehensive overview. Finally, the future research agenda for clinically relevant, image-driven AI in PDAC is proposed. Abstract Pancreatic ductal adenocarcinoma (PDAC), estimated to become the second leading cause of cancer deaths in western societies by 2030, was flagged as a neglected cancer by the European Commission and the United States Congress. Due to lack of investment in research and development, combined with a complex and aggressive tumour biology, PDAC overall survival has not significantly improved the past decades. Cross-sectional imaging and histopathology play a crucial role throughout the patient pathway. However, current clinical guidelines for diagnostic workup, patient stratification, treatment response assessment, and follow-up are non-uniform and lack evidence-based consensus. Artificial Intelligence (AI) can leverage multimodal data to improve patient outcomes, but PDAC AI research is too scattered and lacking in quality to be incorporated into clinical workflows. This review describes the patient pathway and derives touchpoints for image-based AI research in collaboration with a multi-disciplinary, multi-institutional expert panel. The literature exploring AI to address these touchpoints is thoroughly retrieved and analysed to identify the existing trends and knowledge gaps. The results show absence of multi-institutional, well-curated datasets, an essential building block for robust AI applications. Furthermore, most research is unimodal, does not use state-of-the-art AI techniques, and lacks reliable ground truth. Based on this, the future research agenda for clinically relevant, image-driven AI in PDAC is proposed.
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Affiliation(s)
- Megan Schuurmans
- Diagnostic Image Analysis Group, Radboud University Medical Center, 6500 HB Nijmegen, The Netherlands; (P.V.); (H.H.)
- Correspondence: (M.S.); (N.A.)
| | - Natália Alves
- Diagnostic Image Analysis Group, Radboud University Medical Center, 6500 HB Nijmegen, The Netherlands; (P.V.); (H.H.)
- Correspondence: (M.S.); (N.A.)
| | - Pierpaolo Vendittelli
- Diagnostic Image Analysis Group, Radboud University Medical Center, 6500 HB Nijmegen, The Netherlands; (P.V.); (H.H.)
| | - Henkjan Huisman
- Diagnostic Image Analysis Group, Radboud University Medical Center, 6500 HB Nijmegen, The Netherlands; (P.V.); (H.H.)
| | - John Hermans
- Department of Medical Imaging, Radboud University Medical Center, 6500 HB Nijmegen, The Netherlands;
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24
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Redegalli M, Schiavo Lena M, Cangi MG, Smart CE, Mori M, Fiorino C, Arcidiacono PG, Balzano G, Falconi M, Reni M, Doglioni C. Proposal for a New Pathologic Prognostic Index After Neoadjuvant Chemotherapy in Pancreatic Ductal Adenocarcinoma (PINC). Ann Surg Oncol 2022; 29:3492-3502. [PMID: 35230580 PMCID: PMC9072515 DOI: 10.1245/s10434-022-11413-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 01/16/2022] [Indexed: 01/03/2023]
Abstract
BACKGROUND Limited information is available on the relevant prognostic variables after surgery for patients with pancreatic ductal adenocarcinoma (PDAC) subjected to neoadjuvant chemotherapy (NACT). NACT is known to induce a spectrum of histological changes in PDAC. Different grading regression systems are currently available; unfortunately, they lack precision and accuracy. We aimed to identify a new quantitative prognostic index based on tumor morphology. PATIENTS AND METHODS The study population was composed of 69 patients with resectable or borderline resectable PDAC treated with preoperative NACT (neoadjuvant group) and 36 patients submitted to upfront surgery (upfront-surgery group). A comprehensive histological assessment on hematoxylin and eosin (H&E) stained sections evaluated 20 morphological parameters. The association between patient survival and morphological variables was evaluated to generate a prognostic index. RESULTS The distribution of morphological parameters evaluated was significantly different between upfront-surgery and neoadjuvant groups, demonstrating the effect of NACT on tumor morphology. On multivariate analysis for patients that received NACT, the predictors of shorter overall survival (OS) and disease-free survival (DFS) were perineural invasion and lymph node ratio. Conversely, high stroma to neoplasia ratio predicted longer OS and DFS. These variables were combined to generate a semiquantitative prognostic index based on both OS and DFS, which significantly distinguished patients with poor outcomes from those with a good outcome. Bootstrap analysis confirmed the reproducibility of the model. CONCLUSIONS The pathologic prognostic index proposed is mostly quantitative in nature, easy to use, and may represent a reliable tumor regression grading system to predict patient outcomes after NACT followed by surgery for PDAC.
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Affiliation(s)
- M Redegalli
- Pathology Unit, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - M Schiavo Lena
- Pathology Unit, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - M G Cangi
- Pathology Unit, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - C E Smart
- Pathology Unit, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - M Mori
- Medical Physics, San Raffaele Scientific Institute, Milan, Italy
| | - C Fiorino
- Medical Physics, San Raffaele Scientific Institute, Milan, Italy
| | - P G Arcidiacono
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita Salute San Raffaele University, Milan, Italy
| | - G Balzano
- Pancreatic Surgery Unit, Pancreas Translational and Clinical Research Centre, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - M Falconi
- Pancreatic Surgery Unit, Pancreas Translational and Clinical Research Centre, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - M Reni
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Pancreas Translational and Clinical Research Centre, Milan, Italy.
| | - C Doglioni
- Pathology Unit, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
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25
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Redegalli M, Schiavo Lena M. ASO Author Reflections: Prognostic Index after Neoadjuvant Chemotherapy (PINC) in Pancreatic Ductal Adenocarcinoma as Novel Tumor Regression Grading System. Ann Surg Oncol 2022; 29:3503. [PMID: 35187623 DOI: 10.1245/s10434-022-11461-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 02/02/2022] [Indexed: 12/17/2023]
Affiliation(s)
- Miriam Redegalli
- Pathology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
| | - Marco Schiavo Lena
- Pathology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
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26
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Wang H, Chetty R, Hosseini M, Allende DS, Esposito I, Matsuda Y, Deshpande V, Shi J, Dhall D, Jang KT, Kim GE, Luchini C, Graham RP, Reid MD, Basturk O, Hruban RH, Krasinskas A, Klimstra DS, Adsay V. Pathologic Examination of Pancreatic Specimens Resected for Treated Pancreatic Ductal Adenocarcinoma: Recommendations From the Pancreatobiliary Pathology Society. Am J Surg Pathol 2022; 46:754-764. [PMID: 34889852 PMCID: PMC9106848 DOI: 10.1097/pas.0000000000001853] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Currently, there are no internationally accepted consensus guidelines for pathologic evaluation of posttherapy pancreatectomy specimens. The Neoadjuvant Therapy Working Group of Pancreatobiliary Pathology Society was formed in 2018 to review grossing protocols, literature, and major issues and to develop recommendations for pathologic evaluation of posttherapy pancreatectomy specimens. The working group generated the following recommendations: (1) Systematic and standardized grossing and sampling protocols should be adopted for pancreatectomy specimens for treated pancreatic ductal adenocarcinoma (PDAC). (2) Consecutive mapping sections along the largest gross tumor dimension are recommended to validate tumor size by histology as required by the College of American Pathologists (CAP) cancer protocol. (3) Tumor size of treated PDACs should be measured microscopically as the largest dimension of tumor outer limits that is bound by viable tumor cells, including intervening stroma. (4) The MD Anderson grading system for tumor response has a better correlation with prognosis and better interobserver concordance among pathologists than does the CAP system. (5) A case should not be classified as a complete response unless the entire pancreas, peripancreatic tissues, ampulla of Vater, common bile duct, and duodenum adjacent to the pancreas are submitted for microscopic examination. (6) Future studies on tumor response of lymph node metastases, molecular and/or immunohistochemical markers, as well as application of artificial intelligence in grading tumor response of treated PDAC are needed. In summary, systematic, standardized pathologic evaluation, accurate tumor size measurement, and reproducible tumor response grading to neoadjuvant therapy are needed for optimal patient care. The criteria and discussions provided here may provide guidance towards these goals.
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Affiliation(s)
- Huamin Wang
- Department of Anatomical Pathology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, USA
| | - Runjan Chetty
- Histopathology Department, Brighton & Sussex University Hospitals, Brighton, United Kingdom
| | - Mojgan Hosseini
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | | | - Irene Esposito
- Institute of Pathology, University Hospital of Duesseldorf, Duesseldorf, Germany
| | - Yoko Matsuda
- Oncology Pathology, Department of Pathology and Host-Defense, Kagawa University, Kagawa, Japan
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jiaqi Shi
- Department of Pathology & Clinical Labs, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Deepti Dhall
- Department of Pathology, The University of Alabama at Birmingham, AL, USA
| | - Kee-Taek Jang
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Grace E. Kim
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Claudio Luchini
- Department of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Rondell P. Graham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Michelle D. Reid
- Department of Pathology, Emory University Hospital, Atlanta, GA, USA
| | - Olca Basturk
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ralph H. Hruban
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alyssa Krasinskas
- Department of Pathology, Emory University Hospital, Atlanta, GA, USA
| | - David S. Klimstra
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Volkan Adsay
- Department of Pathology, Koc University Hospital and KUTTAM Research Center, Istanbul, Turkey
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27
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Munding J, Tannapfel A. [Pathological processing in pancreatic ductal adenocarcinoma-What is new?]. Chirurg 2022; 93:453-460. [PMID: 35290470 DOI: 10.1007/s00104-022-01615-w] [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] [Accepted: 02/14/2022] [Indexed: 11/25/2022]
Abstract
The macroscopic and microscopic assessments of pancreatic cancer resection specimens belong to the standard repertoire of any department of pathology. In recent years standards have been developed regarding both macroscopic and microscopic assessments, which are laid down in international and national guidelines and classifications and are regularly updated. In this way the reporting of results and interdisciplinary communication are facilitated. These classifications and guidelines are influenced by current studies and the data from them provide information on which histopathological factors are particularly relevant for the prognosis and treatment. Due to the increasing use of neoadjuvant therapy the assessment of tumor regression in histopathological specimens is also gaining in importance. Finally, individual targeted treatments are also now available for pancreatic cancer, which require extended molecular pathological diagnostics.
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Affiliation(s)
- Johanna Munding
- Institut für Pathologie, Georgius Agricola Stiftung Ruhr, Ruhr-Universität Bochum, Bürkle-de-la-Camp-Platz 1, 44879, Bochum, Deutschland.
| | - Andrea Tannapfel
- Institut für Pathologie, Georgius Agricola Stiftung Ruhr, Ruhr-Universität Bochum, Bürkle-de-la-Camp-Platz 1, 44879, Bochum, Deutschland
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28
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Bolm L, Zemskov S, Zeller M, Baba T, Roldan J, Harrison JM, Petruch N, Sato H, Petrova E, Lapshyn H, Braun R, Honselmann KC, Hummel R, Dronov O, Kirichenko AV, Klinkhammer-Schalke M, Kleihues-van Tol K, Zeissig SR, Rades D, Keck T, Fernandez-del Castillo C, Wellner UF, Wegner RE. Concepts and Outcomes of Perioperative Therapy in Stage IA-III Pancreatic Cancer-A Cross-Validation of the National Cancer Database (NCDB) and the German Cancer Registry Group of the Society of German Tumor Centers (GCRG/ADT). Cancers (Basel) 2022; 14:868. [PMID: 35205616 PMCID: PMC8870242 DOI: 10.3390/cancers14040868] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 02/01/2022] [Accepted: 02/05/2022] [Indexed: 02/05/2023] Open
Abstract
(1) Background: The aim of this study is to assess perioperative therapy in stage IA-III pancreatic cancer cross-validating the German Cancer Registry Group of the Society of German Tumor Centers-Network for Care, Quality, and Research in Oncology, Berlin (GCRG/ADT) and the National Cancer Database (NCDB). (2) Methods: Patients with clinical stage IA-III PDAC undergoing surgery alone (OP), neoadjuvant therapy (TX) + surgery (neo + OP), surgery+adjuvantTX (OP + adj) and neoadjuvantTX + surgery + adjuvantTX (neo + OP + adj) were identified. Baseline characteristics, histopathological parameters, and overall survival (OS) were evaluated. (3) Results: 1392 patients from the GCRG/ADT and 29,081 patients from the NCDB were included. Patient selection and strategies of perioperative therapy remained consistent across the registries for stage IA-III pancreatic cancer. Combined neo + OP + adj was associated with prolonged OS as compared to neo + OP alone (17.8 m vs. 21.3 m, p = 0.012) across all stages in the GCRG/ADT registry. Similarly, OS with neo + OP + adj was improved as compared to neo + OP in the NCDB registry (26.4 m vs. 35.4 m, p < 0.001). (4) Conclusion: The cross-validation study demonstrated similar concepts and patient selection criteria of perioperative therapy across clinical stages of PDAC. Neoadjuvant therapy combined with adjuvant therapy is associated with improved overall survival as compared to either therapy alone.
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Affiliation(s)
- Louisa Bolm
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; (T.B.); (J.R.); (J.M.H.); (N.P.); (H.S.); (C.F.-d.C.)
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Sergii Zemskov
- Department of General Surgery, Bogomolets National Medical Unoversity, 01601 Kyiv, Ukraine; (S.Z.); (O.D.)
| | - Maria Zeller
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Taisuke Baba
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; (T.B.); (J.R.); (J.M.H.); (N.P.); (H.S.); (C.F.-d.C.)
| | - Jorge Roldan
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; (T.B.); (J.R.); (J.M.H.); (N.P.); (H.S.); (C.F.-d.C.)
| | - Jon M. Harrison
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; (T.B.); (J.R.); (J.M.H.); (N.P.); (H.S.); (C.F.-d.C.)
| | - Natalie Petruch
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; (T.B.); (J.R.); (J.M.H.); (N.P.); (H.S.); (C.F.-d.C.)
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Hiroki Sato
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; (T.B.); (J.R.); (J.M.H.); (N.P.); (H.S.); (C.F.-d.C.)
| | - Ekaterina Petrova
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Hryhoriy Lapshyn
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Ruediger Braun
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Kim C. Honselmann
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Richard Hummel
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Oleksii Dronov
- Department of General Surgery, Bogomolets National Medical Unoversity, 01601 Kyiv, Ukraine; (S.Z.); (O.D.)
| | - Alexander V. Kirichenko
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, PA 15224, USA; (A.V.K.); (R.E.W.)
| | - Monika Klinkhammer-Schalke
- German Cancer Registry Group, Society of German Tumor Centers—Network for Care, Quality and Research in Oncology, 14057 Berlin, Germany; (M.K.-S.); (K.K.-v.T.)
| | - Kees Kleihues-van Tol
- German Cancer Registry Group, Society of German Tumor Centers—Network for Care, Quality and Research in Oncology, 14057 Berlin, Germany; (M.K.-S.); (K.K.-v.T.)
| | - Sylke R. Zeissig
- Institute for Clinical Epidemiology and Biometry, University of Wuerzburg, 97070 Wuerzburg, Germany;
| | - Dirk Rades
- Department of Radiation Oncology, University Medical Center Schleswig-Holstein, Campus Luebeck, 23538 Luebeck, Germany;
| | - Tobias Keck
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Carlos Fernandez-del Castillo
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; (T.B.); (J.R.); (J.M.H.); (N.P.); (H.S.); (C.F.-d.C.)
| | - Ulrich F. Wellner
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, 23562 Luebeck, Germany; (M.Z.); (E.P.); (H.L.); (R.B.); (K.C.H.); (R.H.); (T.K.); (U.F.W.)
| | - Rodney E. Wegner
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, PA 15224, USA; (A.V.K.); (R.E.W.)
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Eurola A, Ristimäki A, Mustonen H, Nurmi AM, Hagström J, Kallio P, Alitalo K, Haglund C, Seppänen H. β-catenin plus PROX1 immunostaining stratifies disease progression and patient survival in neoadjuvant-treated pancreatic cancer. Tumour Biol 2022; 44:69-84. [PMID: 35786664 DOI: 10.3233/tub-211581] [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] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Wnt/β-catenin signaling is a highly conserved signaling pathway that regulates the transcription factor PROX1. The role of β-catenin and PROX1 in pancreatic cancer is ambiguous, as some studies have associated their expression with tumor regression and some with tumor progression. OBJECTIVE We have investigated their expression in surgically treated pancreatic cancer patients receiving neoadjuvant therapy (NAT), and patients treated upfront with surgery (US). We furthermore compared the expression of β-catenin and PROX1 between patients who had a good or poor response to NAT. METHODS We evaluated β-catenin and PROX1 expression through immunohistochemistry in 88 neoadjuvant and 144 upfront surgery patients by scoring the intensity of the immunopositivity as 0-3, corresponding to negative, weak, moderate, or strong. We developed a six-tier grading scheme for the neoadjuvant responses by analyzing the remaining tumor cells in surgical specimen histological sections. RESULTS Strong β-catenin immunopositivity associated with improved survival in the patients with good NAT-response (≤10% residual tumor cells) (Hazard ratio [HR] 0.26 95%, confidence interval [CI] 0.07-0.88 p = 0.030). Additionally, the combined moderate β-catenin and PROX1 expression associated with improved survival (HR 0.20 95% CI 0.05-0-76 p = 0.018) among the good responders. Among the patients with a poor NAT-response (> 10% residual tumor cells), both strong β-catenin immunopositivity and strong combined β-catenin and PROX1 associated with shorter survival (HR 2.03 95% CI 1.16-3.55 p = 0.013, and HR 3.1 95% CI 1.08-8.94 p = 0.03, respectively). PROX1 alone was not associated with survival. CONCLUSIONS Strong β-catenin immunopositivity and combined strong or moderate β-catenin and PROX1 immunopositivity associated with improved survival among the good NAT-responders and worse survival among the poor NAT-responders.
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Affiliation(s)
- Annika Eurola
- Department of Surgery, Faculty of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Ari Ristimäki
- Department of Pathology, HUSLAB, HUS Diagnostic Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Applied Tumor Genomics (ATG), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Harri Mustonen
- Department of Surgery, Faculty of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Anna-Maria Nurmi
- Department of Surgery, Faculty of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Jaana Hagström
- Department of Pathology, HUSLAB, HUS Diagnostic Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Oral Pathology and Radiology, University of Turku, Turku, Finland
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Finland
| | - Pauliina Kallio
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Finland
| | - Kari Alitalo
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Finland
| | - Caj Haglund
- Department of Surgery, Faculty of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Finland
| | - Hanna Seppänen
- Department of Surgery, Faculty of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Finland
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Murata Y, Mizuno S, Kishiwada M, Uchida K, Noguchi D, Gyoten K, Hayasaki A, Fujii T, Iizawa Y, Tanemura A, Kuriyama N, Sakurai H, Isaji S. Clinical significance and predictors of complete or near-complete histological response to preoperative chemoradiotherapy in patients with localized pancreatic ductal adenocarcinoma. Pancreatology 2021; 21:1482-1490. [PMID: 34452821 DOI: 10.1016/j.pan.2021.08.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 08/19/2021] [Accepted: 08/22/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND The clinical value and predictors of a favorable histological response to preoperative chemoradiotherapy (CRT) in pancreatic ductal adenocarcinoma (PDAC) remains undefined. OBJECTIVE To assess the significance and predictors of a favorable histological response to preoperative CRT in patients with localized PDAC. METHODS The study included 203 patients with localized PDAC undergoing curative-intent resection after CRT. The rate of R0 resection and overall survival (OS) and recurrence-free survival (RFS) were correlated with the grading of histological response to determine optimal stratification. Clinical factors associated with a significant histological response were evaluated using multivariate regression analysis. RESULTS Among all patients, eight patients (3.9%) had a grade 4 (pCR); 40 (19.4%) had a grade 3 estimated rate of residual neoplastic cells <10% (near-pCR); and 155 (76.7%) had a grade 1/2 limited response. The 48 patients with pCR/near-pCR achieved significantly higher R0 resection rate (100%) than those with grade 1/2 (80.0%). The 5-year OS and RFS rates were significantly higher in the patients with pCR/near-pCR (45.3% and 36.5%) than in those with grade 1/2 (27.1% and 18.5%). Gemcitabine plus S-1 based CRT, serum CA19-9 level after CRT <83 U/mL, and interval from initial treatment to surgery ≥4.4 months were independent predictive factors for pCR/near-pCR. CONCLUSIONS pCR or near-pCR to preoperative CRT contributed to achieving a high rate of R0 resection and improving survival for localized PDAC. The use of gemcitabine plus S-1 as a radiosensitizer, lower serum CA19-9 level after CRT, and longer preoperative treatment duration were significantly associated with pCR or near-pCR.
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Affiliation(s)
- Yasuhiro Murata
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan.
| | - Shugo Mizuno
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Masashi Kishiwada
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Katsunori Uchida
- Department of the Oncologic Pathology, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Daisuke Noguchi
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Kazuyuki Gyoten
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Aoi Hayasaki
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Takehiro Fujii
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Yusuke Iizawa
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Akihiro Tanemura
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Naohisa Kuriyama
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Hiroyuki Sakurai
- Department of the Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Shuji Isaji
- Mie University Hospital, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
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31
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Janssen BV, Theijse R, van Roessel S, de Ruiter R, Berkel A, Huiskens J, Busch OR, Wilmink JW, Kazemier G, Valkema P, Farina A, Verheij J, de Boer OJ, Besselink MG. Artificial Intelligence-Based Segmentation of Residual Tumor in Histopathology of Pancreatic Cancer after Neoadjuvant Treatment. Cancers (Basel) 2021; 13:cancers13205089. [PMID: 34680241 PMCID: PMC8533716 DOI: 10.3390/cancers13205089] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/07/2021] [Accepted: 10/09/2021] [Indexed: 12/31/2022] Open
Abstract
Simple Summary The use of neoadjuvant therapy (NAT) in patients with pancreatic ductal adenocarcinoma (PDAC) is increasing. Objective quantification of the histopathological response to NAT may be used to guide adjuvant treatment and compare the efficacy of neoadjuvant regimens. However, current tumor response scoring (TRS) systems suffer from interobserver variability, originating from subjective definitions, the sometimes challenging histology, and response heterogeneity throughout the tumor bed. This study investigates if artificial intelligence-based segmentation of residual tumor burden in histopathology of PDAC after NAT may offer a more objective and reproducible TRS solution. Abstract Background: Histologic examination of resected pancreatic cancer after neoadjuvant therapy (NAT) is used to assess the effect of NAT and may guide the choice for adjuvant treatment. However, evaluating residual tumor burden in pancreatic cancer is challenging given tumor response heterogeneity and challenging histomorphology. Artificial intelligence techniques may offer a more reproducible approach. Methods: From 64 patients, one H&E-stained slide of resected pancreatic cancer after NAT was digitized. Three separate classes were manually outlined in each slide (i.e., tumor, normal ducts, and remaining epithelium). Corresponding segmentation masks and patches were generated and distributed over training, validation, and test sets. Modified U-nets with varying encoders were trained, and F1 scores were obtained to express segmentation accuracy. Results: The highest mean segmentation accuracy was obtained using modified U-nets with a DenseNet161 encoder. Tumor tissue was segmented with a high mean F1 score of 0.86, while the overall multiclass average F1 score was 0.82. Conclusions: This study shows that artificial intelligence-based assessment of residual tumor burden is feasible given the promising obtained F1 scores for tumor segmentation. This model could be developed into a tool for the objective evaluation of the response to NAT and may potentially guide the choice for adjuvant treatment.
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Affiliation(s)
- Boris V. Janssen
- Department of Surgery, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (B.V.J.); (R.T.); (S.v.R.); (O.R.B.)
- Department of Pathology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (P.V.); (A.F.); (J.V.); (O.J.d.B.)
| | - Rutger Theijse
- Department of Surgery, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (B.V.J.); (R.T.); (S.v.R.); (O.R.B.)
- Department of Pathology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (P.V.); (A.F.); (J.V.); (O.J.d.B.)
| | - Stijn van Roessel
- Department of Surgery, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (B.V.J.); (R.T.); (S.v.R.); (O.R.B.)
| | - Rik de Ruiter
- SAS Institute Besloten Vennootschap, 1272 PC Huizen, The Netherlands; (R.d.R.); (A.B.); (J.H.)
| | - Antonie Berkel
- SAS Institute Besloten Vennootschap, 1272 PC Huizen, The Netherlands; (R.d.R.); (A.B.); (J.H.)
| | - Joost Huiskens
- SAS Institute Besloten Vennootschap, 1272 PC Huizen, The Netherlands; (R.d.R.); (A.B.); (J.H.)
| | - Olivier R. Busch
- Department of Surgery, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (B.V.J.); (R.T.); (S.v.R.); (O.R.B.)
| | - Johanna W. Wilmink
- Department of Medical Oncology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands;
| | - Geert Kazemier
- Department of Surgery, Amsterdam UMC, Cancer Center Amsterdam, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands;
| | - Pieter Valkema
- Department of Pathology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (P.V.); (A.F.); (J.V.); (O.J.d.B.)
| | - Arantza Farina
- Department of Pathology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (P.V.); (A.F.); (J.V.); (O.J.d.B.)
| | - Joanne Verheij
- Department of Pathology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (P.V.); (A.F.); (J.V.); (O.J.d.B.)
| | - Onno J. de Boer
- Department of Pathology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (P.V.); (A.F.); (J.V.); (O.J.d.B.)
| | - Marc G. Besselink
- Department of Surgery, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, 1081 HV Amsterdam, The Netherlands; (B.V.J.); (R.T.); (S.v.R.); (O.R.B.)
- Correspondence: ; Tel.: +31-20-444-4444
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Soer EC, Verbeke CS. Pathology reporting of margin status in locally advanced pancreatic cancer: challenges and uncertainties. J Gastrointest Oncol 2021; 12:2512-2520. [PMID: 34790412 PMCID: PMC8576237 DOI: 10.21037/jgo-20-391] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 12/04/2020] [Indexed: 12/24/2022] Open
Abstract
Chemo(radio)therapy is becoming the new standard for patients with locally advanced pancreatic cancer. In case of tumor regression on imaging, surgical resection can be undertaken, albeit often with the need for extended procedures. Reevaluation of the current routine pathology procedures is required to establish the appropriate histopathological approach of the resulting specimens. This review focusses on margin status, which is universally considered a core data item of the pathology report, of relevance to both the management of the individual patient and the evaluation of the result of surgery in this particular patient group. As explained in this review, due to the cytoreductive effect of neoadjuvant therapy, the conventional definition of a tumor-free margin ("R0") based on 1 mm clearance is not adequate. Furthermore, the complexity of many of the specimens following extended or multivisceral en bloc surgical resection make margin assessment challenging. These large specimens require extensive sampling, which is not always easily implemented in daily practice. At present, there is marked divergence in pathology practice, and consequently, neither the true R0-rate nor the exact prognostic effect of the margin status have been definitively established for resected locally advanced pancreatic cancer. A concerted effort towards uniform and optimal margin assessment is unfortunately still lacking.
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Affiliation(s)
- Eline C. Soer
- Department of Pathology, Amsterdam Medical Center, Amsterdam, The Netherlands
| | - Caroline S. Verbeke
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Pathology, Oslo University Hospital, Oslo, Norway
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33
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Verbeke C, Webster F, Brosens L, Campbell F, Del Chiaro M, Esposito I, Feakins RM, Fukushima N, Gill AJ, Kakar S, Kench JG, Krasinskas AM, van Laethem JL, Schaeffer DF, Washington K. Dataset for the reporting of carcinoma of the exocrine pancreas: recommendations from the International Collaboration on Cancer Reporting (ICCR). Histopathology 2021; 79:902-912. [PMID: 34379823 DOI: 10.1111/his.14540] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 08/04/2021] [Accepted: 08/08/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND OBJECTIVES Current guidelines for the pathology reporting on pancreatic cancer differ in certain aspects, resulting in divergent reporting practice and a lack of comparability of data. Here we report on a new international dataset for the pathology reporting of resection specimens with cancer of the exocrine pancreas (ductal adenocarcinoma and acinar cell carcinoma). The dataset was produced under the auspices of the International Collaboration on Cancer Reporting (ICCR), a global alliance of major (inter-)national pathology and cancer organisations. METHODS AND RESULTS According to the ICCR's rigorous process for dataset development, an international expert panel consisting of pancreatic pathologists, a pancreatic surgeon and an oncologist produced a set of core and non-core data items based on a critical review and discussion of current evidence. Commentary was provided for each data item to explain the rationale for selecting it as a core or non-core element, its clinical relevance, and to highlight potential areas of disagreement or lack of evidence, in which case a consensus position was formulated. Following international public consultation, the document was finalised and ratified, and the dataset, which includes a synoptic reporting guide, was published on the ICCR website. CONCLUSIONS This first international dataset for cancer of the exocrine pancreas is intended to promote high quality, standardised pathology reporting. Its widespread adoption will improve consistency of reporting, facilitate multidisciplinary communication and enhance comparability of data, all of which will help to improve the management of pancreatic cancer patients.
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Affiliation(s)
- Caroline Verbeke
- Department of Pathology, University of Oslo, Oslo University Hospital, Oslo, Norway
| | - Fleur Webster
- International Collaboration on Cancer Reporting, Sydney, Australia
| | - Lodewijk Brosens
- Department of Pathology, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands and Department of Pathology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Fiona Campbell
- Department of Pathology, Royal Liverpool University Hospital, Liverpool, United Kingdom
| | - Marco Del Chiaro
- Department of Surgery, University of Colorado Denver - Anschutz Medical Campus, Aurora, 80045, Colorado, United States
| | - Irene Esposito
- Institute of Pathology, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Roger M Feakins
- Department of Histopathology, Royal Free Hospital, London, United Kingdom
| | | | - Anthony J Gill
- Sydney Medical School, The University of Sydney, Sydney, Australia.,Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, St Leonards, Australia.,NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, Australia
| | - Sanjay Kakar
- Department of Pathology, University of California, M590 San Francisco, United States
| | - James G Kench
- Sydney Medical School, The University of Sydney, Sydney, Australia.,Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, New South Wales Health Pathology, Camperdown, Australia
| | - Alyssa M Krasinskas
- Department of Pathology and Laboratory Medicine, Emory University Hospital, Atlanta, United States
| | - Jean-Luc van Laethem
- Department of Gastroenterology and Medical Oncology, Hôpital Erasme and Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium
| | - David F Schaeffer
- Division of Anatomic Pathology, Vancouver General Hospital, Vancouver, British Columbia, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kay Washington
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Centre, Nashville, Tennessee, United States
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[Standardized diagnosis of pancreatic head carcinoma]. DER PATHOLOGE 2021; 42:453-463. [PMID: 34357472 DOI: 10.1007/s00292-021-00971-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/07/2021] [Indexed: 10/20/2022]
Abstract
Most pancreatic ductal adenocarcinomas are localized in the pancreatic head. Due to the complex anatomic relationships with the surrounding organs and vascular structures in the retroperitoneal space and to the presence of numerous transection margins and dissection planes, pancreatic head resections belong to the most complex specimens concerning grossing and sampling for histopathologic analysis.Here we discuss current guidelines for standardized grossing and reporting of pancreatic cancer, with special reference to the assessment of the resection margin status. The importance of standardized reporting for the sake of completeness, comprehensibility, comparability, and quality control as well as for the integration of pathology reports in interdisciplinary digital workflows and artificial intelligence applications will be emphasized.
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35
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König AK, Gros H, Hinz U, Hank T, Kaiser J, Hackert T, Bergmann F, Büchler MW, Strobel O. Refined prognostic staging for resected pancreatic cancer by modified stage grouping and addition of tumour grade. Eur J Surg Oncol 2021; 48:113-120. [PMID: 34344573 DOI: 10.1016/j.ejso.2021.07.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 06/26/2021] [Accepted: 07/21/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND With changes in T and N categories the 8th edition of the AJCC/UICC TNM staging system for pancreatic cancer resulted in improved prognostic staging, but inconsistencies were observed with specific stage groups. Tumour grading remains disregarded in prognostic staging. We aimed to validate the current staging system and to investigate the possibility of further optimization by integration of grading. METHODS 1946 patients undergoing upfront surgical resection for pancreatic adenocarcinoma from 10/2001 to 12/2015 were identified from a prospective institutional database. Survival analyses based on the 8th UICC TNM edition were performed and rare TNM subgroups were reallocated based on survival. The impact of tumour grade on stage-specific survival was assessed and a TNMG staging system was developed. RESULTS The 8th UICC staging system accurately stratified prognosis except for comparable survival in stages IB (pT2N0M0) and IIA (pT3N0M0). Regrouping of pT3N0M0 and pT1N1M0 to IB and of pT1N2M0 to II resulted in a modified staging system with higher consistency. High tumour grade (G3&G4 vs G1&G2) was associated with a significantly shorter survival in all new stage groups except for stage IV modified UICC. A TNMG-based prognostic stage grouping in which high tumour grade results in grouping with tumours of the next higher pTNM-stage resulted in improvement of prognostication in non-metastatic pancreatic cancer. CONCLUSIONS The 8th edition of the UICC TNM staging system leaves room for improvement. A TNMG staging system with adjustments in group-allocation of specific rarely occurring pTNM subgroups and integration of tumour grade results in improved prognostic stratification.
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Affiliation(s)
- Anna-Katharina König
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Hélène Gros
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Ulf Hinz
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Hank
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Jörg Kaiser
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Thilo Hackert
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Frank Bergmann
- Department of Pathology, University Hospital Heidelberg, Germany
| | - Markus W Büchler
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Oliver Strobel
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany.
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Impact of histological response after neoadjuvant therapy on podocalyxin as a prognostic marker in pancreatic cancer. Sci Rep 2021; 11:9896. [PMID: 33972616 PMCID: PMC8110523 DOI: 10.1038/s41598-021-89134-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/14/2021] [Indexed: 01/07/2023] Open
Abstract
Podocalyxin overexpression associates with poor survival in pancreatic cancer (PDAC). We investigated whether podocalyxin expression correlates with treatment response or survival in neoadjuvant-treated PDAC. Through immunohistochemistry, we evaluated podocalyxin expression in 88 neoadjuvant and 143 upfront surgery patients using two antibodies. We developed a six-tier grading scheme for neoadjuvant responses evaluating the remaining tumor cells in surgical specimens. Strong podocalyxin immunopositivity associated with poor survival in the patients responding poorly to the neoadjuvant treatment (HR 4.16, 95% CI 1.56–11.01, p = 0.004), although neoadjuvant patients exhibited generally low podocalyxin expression (p = 0.017). Strong podocalyxin expression associated with perineural invasion (p = 0.003) and lack of radiation (p = 0.036). Two patients exhibited a complete neoadjuvant response, while a strong neoadjuvant response (≤ 5% of residual tumor cells) significantly associated with lower stage, pT-class and grade, less spread to the regional lymph nodes, less perineural invasion, and podocalyxin negativity (p < 0.05, respectively). A strong response predicted better survival (HR 0.28, 95% CI 0.09–0.94, p = 0.039). In conclusion, strong podocalyxin expression associates with poor survival among poorly responding neoadjuvant patients. A good response associates with podocalyxin negativity. A strong response associates with better outcome.
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Rai ZL, Feakins R, Pallett LJ, Manas D, Davidson BR. Irreversible Electroporation (IRE) in Locally Advanced Pancreatic Cancer: A Review of Current Clinical Outcomes, Mechanism of Action and Opportunities for Synergistic Therapy. J Clin Med 2021; 10:1609. [PMID: 33920118 PMCID: PMC8068938 DOI: 10.3390/jcm10081609] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 04/04/2021] [Accepted: 04/07/2021] [Indexed: 12/11/2022] Open
Abstract
Locally advanced pancreatic cancer (LAPC) accounts for 30% of patients with pancreatic cancer. Irreversible electroporation (IRE) is a novel cancer treatment that may improve survival and quality of life in LAPC. This narrative review will provide a perspective on the clinical experience of pancreas IRE therapy, explore the evidence for the mode of action, assess treatment complications, and propose strategies for augmenting IRE response. A systematic search was performed using PubMed regarding the clinical use and safety profile of IRE on pancreatic cancer, post-IRE sequential histological changes, associated immune response, and synergistic therapies. Animal data demonstrate that IRE induces both apoptosis and necrosis followed by fibrosis. Major complications may result from IRE; procedure related mortality is up to 2%, with an average morbidity as high as 36%. Nevertheless, prospective and retrospective studies suggest that IRE treatment may increase median overall survival of LAPC to as much as 30 months and provide preliminary data justifying the well-designed trials currently underway, comparing IRE to the standard of care treatment. The mechanism of action of IRE remains unknown, and there is a lack of data on treatment variables and efficiency in humans. There is emerging data suggesting that IRE can be augmented with synergistic therapies such as immunotherapy.
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Affiliation(s)
- Zainab L. Rai
- Centre of Surgical Innovation, Organ Regeneration and Transplantation, University College London (UCL), London NW3 2QG, UK;
- Wellcome/EPSRC Center for Interventional and Surgical Sciences (WEISS), London W1W 7TY, UK
- Royal Free NHS Foundation Trust, London NW3 2QG, UK;
| | - Roger Feakins
- Royal Free NHS Foundation Trust, London NW3 2QG, UK;
| | - Laura J. Pallett
- Division of Infection and Immunity, Institute of Immunity and Transplantation, University College London, London WC1E 6BT, UK;
| | - Derek Manas
- Newcastle Upon Tyne NHS Foundation Trust, Newcastle-Upon-Tyne NE7 7DN, UK;
| | - Brian R. Davidson
- Centre of Surgical Innovation, Organ Regeneration and Transplantation, University College London (UCL), London NW3 2QG, UK;
- Royal Free NHS Foundation Trust, London NW3 2QG, UK;
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