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Huang W, Xu Y, Li Z, Li J, Chen Q, Huang Q, Wu Y, Chen H. Enhancing noninvasive pancreatic cystic neoplasm diagnosis with multimodal machine learning. Sci Rep 2025; 15:16398. [PMID: 40355497 PMCID: PMC12069609 DOI: 10.1038/s41598-025-01502-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 05/06/2025] [Indexed: 05/14/2025] Open
Abstract
Pancreatic cystic neoplasms (PCNs) are a complex group of lesions with a spectrum of malignancy. Accurate differentiation of PCN types is crucial for patient management, as misdiagnosis can result in unnecessary surgeries or treatment delays, affecting the quality of life. The significance of developing a non-invasive, accurate diagnostic model is underscored by the need to improve patient outcomes and reduce the impact of these conditions. We developed a machine learning model capable of accurately identifying different types of PCNs in a non-invasive manner, by using a dataset comprising 449 MRI and 568 CT scans from adult patients, spanning from 2009 to 2022. The study's results indicate that our multimodal machine learning algorithm, which integrates both clinical and imaging data, significantly outperforms single-source data algorithms. Specifically, it demonstrated state-of-the-art performance in classifying PCN types, achieving an average accuracy of 91.2%, precision of 91.7%, sensitivity of 88.9%, and specificity of 96.5%. Remarkably, for patients with mucinous cystic neoplasms (MCNs), regardless of undergoing MRI or CT imaging, the model achieved a 100% prediction accuracy rate. It indicates that our non-invasive multimodal machine learning model offers strong support for the early screening of MCNs, and represents a significant advancement in PCN diagnosis for improving clinical practice and patient outcomes. We also achieved the best results on an additional pancreatic cancer dataset, which further proves the generality of our model.
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Affiliation(s)
- Wei Huang
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yue Xu
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhao Li
- Research Center for Data Hub and Security, Zhejiang Lab, Hangzhou, China.
| | - Jun Li
- Department of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qing Chen
- Department of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qiang Huang
- Department of Imaging, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yaping Wu
- Department of Imaging, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Hongtan Chen
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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Corradi C, Gentiluomo M, Adsay V, Sainz J, Camisa PR, Wlodarczyk B, Crippa S, Tavano F, Capurso G, Campa D. Multi-omic markers of intraductal papillary mucinous neoplasms progression into pancreatic cancer. Semin Cancer Biol 2025; 109:25-43. [PMID: 39733817 DOI: 10.1016/j.semcancer.2024.12.005] [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: 10/23/2024] [Revised: 12/19/2024] [Accepted: 12/23/2024] [Indexed: 12/31/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most lethal and common form of pancreatic cancer, it has no specific symptoms, and most of the patients are diagnosed when the disease is already at an advanced stage. Chemotherapy typically has only a modest effect, making surgery the most effective treatment option. However, only a small percentage of patients are amenable to surgery. One viable strategy to reduce PDAC death burden associated with the disease is to focus on precursor lesions and identify markers able to predict who will evolve into PDAC. While most PDACs are believed to be preceded by pancreatic intraepithelial neoplasms (PanINs), 5-10 % arise from Intraductal papillary mucinous neoplasms (IPMNs), which are mass-forming cystic lesions that are very common in the general population. IPMNs offer an invaluable model of pancreatic carcinogenesis for researchers to analyse, as well as a target population for PDAC early detection by clinicians. The evolution of IPMN into cancer is a complex and multistep process, therefore the identification of individual markers will not be the solution. In recent years, multiple omics technologies have been instrumental to identify possible biomarkers of IPMN progression and carcinogenesis. The only foreseeable strategy will be to integrate multi-omics data, alongside clinical and morphological features, into a progression score or signature using either standard epidemiologic tools or artificial intelligence. The aim of this manuscript is to review the current knowledge on genetic biomarkers and to briefly mention also additional omics, such as metabolomics, the exposome, the miRNome and epigenomics of IPMNs.
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Affiliation(s)
| | | | - Volkan Adsay
- Department of Pathology, Koç University School of Medicine and Koç University Research Center for Translational Medicine, Istanbul, Turkey
| | - Juan Sainz
- Department of Biochemistry and Molecular Biology, University of Granada, Granada, Spain
| | - Paolo Riccardo Camisa
- Division of Pancreatic Surgery and Transplantation, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Barbara Wlodarczyk
- Department of Digestive Tract Diseases, Medical University of Lodz, Lodz, Poland
| | - Stefano Crippa
- Division of Pancreatic Surgery and Transplantation, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Francesca Tavano
- Division of Gastroenterology and Research Laboratory, Fondazione IRCCS "Casa Sollievo della Sofferenza" Hospital, San Giovanni Rotondo, Italy
| | - Gabriele Capurso
- Vita-Salute San Raffaele University, Milan, Italy; Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Daniele Campa
- Department of Biology, University of Pisa, Pisa, Italy.
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Lauri G, Apadula L, Archibugi L, Lazzano P, Ponz de Leon Pisani R, Cobreros M, Tacelli M, Marchegiani G, Crippa S, Falconi M, Arcidiacono PG, Capurso G. Association of Smoking with progression from low-risk to high-risk intraductal papillary mucinous neoplasms and pancreatic cancer. Dig Liver Dis 2025; 57:38-43. [PMID: 38825412 DOI: 10.1016/j.dld.2024.05.017] [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: 02/18/2024] [Revised: 04/29/2024] [Accepted: 05/16/2024] [Indexed: 06/04/2024]
Abstract
BACKGROUND Factors associated with the risk of pancreatic adenocarcinoma (PDAC) may play a role in the development and progression of Intraductal Papillary Mucinous Neoplasms (IPMNs). However, data are limited. AIM To compare exposome factors in three groups of patients with "high or low-risk" IPMNs, as assessed at diagnosis and during a 24-months follow-up, and with PDAC. METHODS Patients were matched (same sex, age ±5) 1:1. Exposure variables were compared across groups using Kruskal-Wallis, ANOVA, or Chi-square tests with Bonferroni correction. RESULTS A total of 151 patients were enrolled in each of the three groups (453 overall). The proportion of current smokers was progressively higher in "low-risk", "high-risk" IPMNs and PDAC patients (8.1 %, 11.2 %, 23.3 %; p = 0.0002). The three groups did not differ in terms of ever or heavy smoking, BMI, history of diabetes, cancer, cholecystectomy or chronic pancreatitis, use of statins or aspirin, and family history of cancer. A history of peptic ulcer was more common in PDAC (7.2 %) than in either "low-risk" (2.0 %) or "high-risk" (2.6%) IPMNs (p = 0.02, not significant after Bonferroni correction). CONCLUSION Active smoking seems associated with the progression of IPMNs to malignancy, and cessation of active smoking might be advised in patients with IPMN.
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Affiliation(s)
- Gaetano Lauri
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Laura Apadula
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Livia Archibugi
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Pilar Lazzano
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Ruggero Ponz de Leon Pisani
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marina Cobreros
- Digestive Diseases Department, Marques de Valdecilla University Hospital, Instituto de investigacion sanitaria Valdecilla (IDIVAL), Santander, Spain
| | - Matteo Tacelli
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giovanni Marchegiani
- Department of Surgical, Oncological and Gastroenterological Sciences (DiSCOG)), University of Padua, Padua, Italy
| | - Stefano Crippa
- Pancreatic Surgery and Transplantation Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Falconi
- Pancreatic Surgery and Transplantation Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Paolo Giorgio Arcidiacono
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Gabriele Capurso
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy.
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Agawa S, Futagami S, Nakamura K, Habiro M, Kawawa R, Shinagawa Y, Motomiya R, Kirita K, Akimoto T, Onda T, Tanabe T, Ueki N, Honda K, Gwee K, Iwakiri K. Genotypes of carboxypeptidase A1 and gamma-glutamyltransferase 1 may be useful tools for the diagnosis and the predictor of worrisome features of intraductal papillary mucinous neoplasm in Japan. JGH Open 2024; 8:e70031. [PMID: 39381360 PMCID: PMC11458879 DOI: 10.1002/jgh3.70031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 09/06/2024] [Accepted: 09/16/2024] [Indexed: 10/10/2024]
Abstract
Background and Aim This study aimed to clarify whether several single-nucleotide polymorphisms (SNPs)-related chronic pancreatitis such as carboxypeptidase A1 (CPA1), carboxypeptidase B1 (CPB1), Gamma-glutamyltransferase 1 (GGT1), G-protein-coupled receptor Class C Group 6 Member A (GPRC6A), and serine protease inhibitor, Kazal type 1 (SPINK-1) genotypes were associated with clinical characteristics of patients with intraductal papillary mucinous neoplasm (IPMN) and worrisome features of IPMN. Methods We enrolled 100 patients with IPMN and 116 patients as a control. Serum p-amylase, lipase, trypsin, phospholipase A2 (PLA2), and elastase-1 levels were measured. An Olympus EUS (GF-UCT 260) was used to perform endosonography in 100 patients with IPMN. Total EUS score was evaluated using endosonography. DNA was isolated from the duodenal tissue using a commercial system and polymerase chain reaction (PCR) was performed on 7500 Fast PCR System. Results There were no associations between glucose tolerances, lipid levels and genotypes of CPA1, GGT1, GPRC6A, and SPINK-1 in patients with IPMN. CPA1 genotype was significantly associated with the pathophysiology of IPMN. Then, GGT1 genotype was also significantly associated with EUS total score and the size of cyst more than 20 mm and more than 30 mm as one of worrisome features of IPMN. Conclusion Genotypes of carboxypeptidase A1 and gamma-glutamyltransferase 1 may be useful tools for the diagnosis and the predictor of worrisome features of IPMN.
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Affiliation(s)
- Shuhei Agawa
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Seiji Futagami
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Ken Nakamura
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Mayu Habiro
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Rie Kawawa
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Yuto Shinagawa
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Rina Motomiya
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Kumiko Kirita
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Teppei Akimoto
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Takeshi Onda
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Tomohide Tanabe
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Nobue Ueki
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
| | - Kazufumi Honda
- Department of BioregulationGraduate School of Medicine, Nippon Medical SchoolTokyoJapan
| | - Kok‐Ann Gwee
- Department of Medicine, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - Katsuhiko Iwakiri
- Division of Gastroenterology, Department of Internal MedicineNippon Medical SchoolTokyoJapan
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Wood LD, Adsay NV, Basturk O, Brosens LAA, Fukushima N, Hong SM, Kim SJ, Lee JW, Luchini C, Noë M, Pitman MB, Scarpa A, Singhi AD, Tanaka M, Furukawa T. Systematic review of challenging issues in pathology of intraductal papillary mucinous neoplasms. Pancreatology 2023; 23:878-891. [PMID: 37604731 DOI: 10.1016/j.pan.2023.08.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 08/03/2023] [Accepted: 08/08/2023] [Indexed: 08/23/2023]
Abstract
BACKGROUND Intraductal papillary mucinous neoplasms (IPMNs) are a cystic precursor to pancreatic cancer. IPMNs deemed clinically to be at high-risk for malignant progression are frequently treated with surgical resection, and pathological examination of the pancreatectomy specimen is a key component of the clinical care of IPMN patients. METHODS Systematic literature reviews were conducted around eight topics of clinical relevance in the examination of pathological specimens in patients undergoing resection of IPMN. RESULTS This review provides updated perspectives on morphological subtyping of IPMNs, classification of intraductal oncocytic papillary neoplasms, nomenclature for high-grade dysplasia, assessment of T stage, distinction of carcinoma associated or concomitant with IPMN, role of molecular assessment of IPMN tissue, role of intraoperative assessment by frozen section, and preoperative evaluation of cyst fluid cytology. CONCLUSIONS This analysis provides the foundation for data-driven approaches to several challenging issues in the pathology of IPMNs.
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Affiliation(s)
- Laura D Wood
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - N Volkan Adsay
- Department of Pathology, Koç University Hospital and Koç University Research Center for Translational Medicine (KUTTAM), Istanbul, Turkey
| | - Olca Basturk
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lodewijk A A Brosens
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Noriyoshi Fukushima
- Department of Pathology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seung-Mo Hong
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sung-Joo Kim
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae W Lee
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, 37134, Verona, Italy; ARC-Net Research Center, University of Verona, 37134, Verona, Italy
| | - Michaël Noë
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Martha B Pitman
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Aldo Scarpa
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, 37134, Verona, Italy; ARC-Net Research Center, University of Verona, 37134, Verona, Italy
| | - Aatur D Singhi
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Mariko Tanaka
- Department of Pathology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Toru Furukawa
- Department of Investigative Pathology, Tohoku University Graduate School of Medicine, Sendai, Japan
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Gentiluomo M, Corradi C, Arcidiacono PG, Crippa S, Falconi M, Belfiori G, Farinella R, Apadula L, Lauri G, Bina N, Rizzato C, Canzian F, Morelli L, Capurso G, Campa D. Role of pancreatic ductal adenocarcinoma risk factors in intraductal papillary mucinous neoplasm progression. Front Oncol 2023; 13:1172606. [PMID: 37346070 PMCID: PMC10280811 DOI: 10.3389/fonc.2023.1172606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 05/16/2023] [Indexed: 06/23/2023] Open
Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC) is lethal due to its late diagnosis and lack of successful treatments. A possible strategy to reduce its death burden is prevention. Intraductal papillary mucinous neoplasms (IPMNs) are precursors of PDAC. It is difficult to estimate the incidence of IPMNs because they are asymptomatic. Two recent studies reported pancreatic cysts in 3% and 13% of scanned subjects. The possibility of identifying a subgroup of IPMN patients with a higher probability of progression into cancer could be instrumental in increasing the survival rate. In this study, genetic and non-genetic PDAC risk factors were tested in a group of IPMN patients under surveillance. METHODS A retrospective study was conducted on 354 IPMN patients enrolled in two Italian centres with an average follow-up of 64 months. With the use of DNA extracted from blood, collected at IPMN diagnosis, all patients were genotyped for 30 known PDAC risk loci. The polymorphisms were analysed individually and grouped in an unweighted polygenic score (PGS) in relation to IPMN progression. The ABO blood group and non-genetic PDAC risk factors were also analysed. IPMN progression was defined based on the development of worrisome features and/or high-risk stigmata during follow-up. RESULTS Two genetic variants (rs1517037 and rs10094872) showed suggestive associations with an increment of IPMN progression. After correction for multiple testing, using the Bonferroni correction, none of the variants showed a statistically significant association. However, associations were observed for the non-genetic variables, such as smoking status, comparing heavy smokers with light smokers (HR = 3.81, 95% 1.43-10.09, p = 0.007), and obesity (HR = 2.46, 95% CI 1.22-4.95, p = 0.012). CONCLUSION In conclusion, this study is the first attempt to investigate the presence of shared genetic background between PDAC risk and IPMN progression; however, the results suggest that the 30 established PDAC susceptibility polymorphisms are not associated with clinical IPMN progression in a sample of 354 patients. However, we observed indications of cigarette smoking and body mass index (BMI) involvement in IPMN progression. The biological mechanism that could link these two risk factors to progression could be chronic inflammation, of which both smoking and obesity are strong promoters.
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Affiliation(s)
| | | | - Paolo Giorgio Arcidiacono
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, Milan, Italy
| | - Stefano Crippa
- Unit of Pancreatic Surgery, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Vita-Salute University, Milan, Italy
| | - Massimo Falconi
- Unit of Pancreatic Surgery, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Vita-Salute University, Milan, Italy
| | - Giulio Belfiori
- Unit of Pancreatic Surgery, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute, Vita-Salute University, Milan, Italy
| | | | - Laura Apadula
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, Milan, Italy
| | - Gaetano Lauri
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, Milan, Italy
| | - Niccolò Bina
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, Milan, Italy
| | - Cosmeri Rizzato
- Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Luca Morelli
- General Surgery Unit, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Gabriele Capurso
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, Milan, Italy
- Digestive and Liver Disease Unit, Sant’Andrea University Hospital, Faculty of Medicine and Psychology, Sapienza University of Rome, Rome, Italy
| | - Daniele Campa
- Department of Biology, University of Pisa, Pisa, Italy
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Ream C, Sabitsky M, Huang R, Hammelef E, Yeo TP, Lavu H, Yeo CJ, Bowne W, Nevler A. Association of Smoking and Respiratory Disease History with Pancreatic Pathologies Requiring Surgical Resection. Cancers (Basel) 2023; 15:cancers15112935. [PMID: 37296897 DOI: 10.3390/cancers15112935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 05/19/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND The purpose of this study was to examine the relationship between various respiratory conditions, including hypercapnic respiratory disease, and a multitude of resected pancreatic lesions. METHODS This retrospective case-control study queried a prospectively maintained database of patients who underwent pancreaticoduodenectomy between January 2015 and October 2021. Patient data, including smoking history, medical history, and pathology reports, were recorded. Patients with no smoking history and no concomitant respiratory conditions were designated as the control group. RESULTS A total of 723 patients with complete clinical and pathological data were identified. Male current smokers showed increased rates of PDAC (OR 2.33, 95% CI 1.07-5.08, p = 0.039). Male patients with COPD had a markedly increased association with IPMN (OR 3.02, CI 1.08-8.41, p = 0.039), while females with obstructive sleep apnea had a four-fold increase in risk of IPMN compared to women in the control group (OR 3.89, CI 1.46-10.37, p = 0.009). Surprisingly, female patients with asthma had a decreased incidence of pancreatic and periampullary adenocarcinoma (OR 0.36, 95% CI 0.18-0.71. p < 0.01). CONCLUSION This large cohort study reveals possible links between respiratory pathologies and various pancreatic mass-forming lesions.
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Affiliation(s)
- Carolyn Ream
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Matthew Sabitsky
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Rachel Huang
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Emma Hammelef
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Theresa P Yeo
- Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Philadelphia, PA 19107, USA
| | - Harish Lavu
- Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Philadelphia, PA 19107, USA
| | - Charles J Yeo
- Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Philadelphia, PA 19107, USA
| | - Wilbur Bowne
- Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Philadelphia, PA 19107, USA
| | - Avinoam Nevler
- Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Philadelphia, PA 19107, USA
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8
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Dong W, Zhen D, Xiaoyan W, Bin C, Ruifeng W, Shanyu Q, Zhuoran L, Kai S, Wenming W, Aiming Y, Xi W. The effectiveness of endoscopic ultrasonography findings to distinguish benign and malignant intraductal papillary mucinous neoplasm. Surg Endosc 2023:10.1007/s00464-022-09752-3. [PMID: 36881188 DOI: 10.1007/s00464-022-09752-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/29/2022] [Indexed: 03/08/2023]
Abstract
BACKGROUND AND AIMS Accurate evaluation of intraductal papillary mucinous neoplasm (IPMN) is necessary to inform clinical decision-making. But it is still difficult to distinguish benign and malignant IPMN preoperatively. This study aims to evaluate the utility of EUS to predict the pathology of IPMN. METHODS Patients with IPMN who underwent endoscopic ultrasound within 3 months before surgery were collected from six centers. Logistic regression model and random forest model were used to determine risk factors associated with malignant IPMN. In both models, 70% and 30% of patients were randomly assigned to the exploratory group and validation group, respectively. Sensitivity, specificity, and ROC were used in model assessment. RESULTS Of the 115 patients, 56 (48.7%) had low-grade dysplasia (LGD), 25 (21.7%) had high-grade dysplasia (HGD), and 34 (29.6%) had invasive cancer (IC). Smoking history (OR = 6.95, 95%CI: 1.98-24.44, p = 0.002), lymphadenopathy (OR = 7.91, 95%CI: 1.60-39.07, p = 0.011), MPD > 7 mm (OR = 4.75, 95%CI: 1.56-14.47, p = 0.006) and mural nodules > 5 mm (OR = 8.79, 95%CI: 2.40-32.24, p = 0.001) were independent risk factors predicting malignant IPMN according to the logistic regression model. The sensitivity, specificity, and AUC were 0.895, 0.571, and 0.795 in the validation group. In the random forest model, the sensitivity, specificity, and AUC were 0.722, 0.823, and 0.773, respectively. In patients with mural nodules, random forest model could reach a sensitivity of 0.905 and a specificity of 0.900. CONCLUSIONS Using random forest model based on EUS data is effective to differentiate benign and malignant IPMN in this cohort, especially in patients with mural nodules.
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Affiliation(s)
- Wu Dong
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital and Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Ding Zhen
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Wang Xiaoyan
- Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha, 410013, China
| | - Cheng Bin
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Wang Ruifeng
- Department of Gastroenterology, The Fourth Hospital of Harbin Medical University, Harbin, 150001, China
| | - Qin Shanyu
- Department of Gastroenterology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Li Zhuoran
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital and Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Song Kai
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital and Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Wu Wenming
- Department of General Surgery, Peking Union Medical College Hospital and Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Yang Aiming
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital and Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Wu Xi
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital and Chinese Academy of Medical Sciences, Beijing, 100730, China.
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9
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Tanaka H, Matsusaki S, Asakawa H, Tsuruga S, Nose K, Kumazawa H, Sakuno T, Isono Y, Sase T, Okano H, Saito T, Mukai K, Nishimura A. A Novel Scoring System to Improve the Detection Efficiency of Pancreatic Cystic Lesions in the General Population. Intern Med 2023; 62:335-344. [PMID: 35831108 PMCID: PMC9970811 DOI: 10.2169/internalmedicine.9104-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 06/01/2022] [Indexed: 02/04/2023] Open
Abstract
Objective Pancreatic cystic lesions (PCLs) are known risk factors for pancreatic cancer. Therefore, this study explored the predictors identifying PCLs in a general population and developed a scoring system to help more efficiently diagnose these entities during medical checkups. Methods We reviewed 9,369 examinees of abdominal ultrasound (AUS) during medical checkups between January 2013 and November 2019. Predictors of PCLs were identified using a multivariate logistic regression analysis, and we constructed a scoring system based on these predictors. Results PCLs were detected in 118 (1.3%). Age 50-59 years old [odds ratio (OR) 2.52, 95% confidence interval (CI) 1.18-5.35], 60-69 years old (OR 3.91, 95% CI 1.86-8.26), and ≥70 years old (OR 10.5, 95% CI 5.03-21.7) as well as abdominal pain (OR 1.85, 95% CI 1.14-3.00), alcohol consumption (OR 1.72, 95% CI 1.03-2.89), a family history of pancreatic cancer (OR 2.41, 95% CI 1.09-5.34), and pre-diabetes or diabetes (OR 1.78, 95% CI 1.05-3.00) were predictors of PCLs. The following scores were assigned according to regression coefficients: age (50-59 years old, 1 point; 60-69 years old, 1.5 points; ≥70 years old, 2.5 points); abdominal pain, 1 point, alcohol consumption, 1 point; a family history of pancreatic cancer, 1 point; and pre-diabetes, 1 point. The PCL detection rate increased with the total score: 0.2% for total score 0 point, 5.4% for ≥4.0 points. The area under the curve of the scoring system was 0.75 (95% CI 0.70-0.79). Conclusion Our scoring system allows the risk of PCLs to be determined and may help more efficiently diagnose these entities.
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Affiliation(s)
- Hiroki Tanaka
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | | | - Hiroki Asakawa
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | - Satomi Tsuruga
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | - Kenji Nose
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | | | - Takashi Sakuno
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | - Yoshiaki Isono
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | - Tomohiro Sase
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | - Hiroshi Okano
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | - Tomonori Saito
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | - Katsumi Mukai
- Department of Gastroenterology, Suzuka General Hospital, Japan
| | - Akira Nishimura
- Department of Gastroenterology, Suzuka General Hospital, Japan
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10
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Henn J, Wyzlic PK, Esposito I, Semaan A, Branchi V, Klinger C, Buhr HJ, Wellner UF, Keck T, Lingohr P, Glowka TR, Manekeller S, Kalff JC, Matthaei H. Surgical treatment for pancreatic cystic lesions-implications from the multi-center and prospective German StuDoQ|Pancreas registry. Langenbecks Arch Surg 2023; 408:28. [PMID: 36640188 PMCID: PMC9840584 DOI: 10.1007/s00423-022-02740-0] [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: 05/01/2022] [Accepted: 10/20/2022] [Indexed: 01/15/2023]
Abstract
PURPOSE The detection of pancreatic cystic lesions (PCL) causes uncertainty for physicians and patients, and international guidelines are based on low evidence. The extent and perioperative risk of resections of PCL in Germany needs comparison with these guidelines to highlight controversies and derive recommendations. METHODS Clinical data of 1137 patients who underwent surgery for PCL between 2014 and 2019 were retrieved from the German StuDoQ|Pancreas registry. Relevant features for preoperative evaluation and predictive factors for adverse outcomes were statistically identified. RESULTS Patients with intraductal papillary mucinous neoplasms (IPMN) represented the largest PCL subgroup (N = 689; 60.6%) while other entities (mucinous cystic neoplasms (MCN), serous cystic neoplasms (SCN), neuroendocrine tumors, pseudocysts) were less frequently resected. Symptoms of pancreatitis were associated with IPMN (OR, 1.8; P = 0.012) and pseudocysts (OR, 4.78; P < 0.001), but likewise lowered the likelihood of MCN (OR, 0.49; P = 0.046) and SCN (OR, 0.15, P = 0.002). A total of 639 (57.2%) patients received endoscopic ultrasound before resection, as recommended by guidelines. Malignancy was histologically confirmed in 137 patients (12.0%), while jaundice (OR, 5.1; P < 0.001) and weight loss (OR, 2.0; P = 0.002) were independent predictors. Most resections were performed by open surgery (N = 847, 74.5%), while distal lesions were in majority treated using minimally invasive approaches (P < 0.001). Severe morbidity was 28.4% (N = 323) and 30d mortality was 2.6% (N = 29). Increased age (P = 0.004), higher BMI (P = 0.002), liver cirrhosis (P < 0.001), and esophageal varices (P = 0.002) were independent risk factors for 30d mortality. CONCLUSION With respect to unclear findings frequently present in PCL, diagnostic means recommended in guidelines should always be considered in the preoperative phase. The therapy of PCL should be decided upon in the light of patient-specific factors, and the surgical strategy needs to be adapted accordingly.
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Affiliation(s)
- Jonas Henn
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany
| | - Patricia K Wyzlic
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany
| | - Irene Esposito
- Institute of Pathology, Heinrich-Heine University, Düsseldorf, Germany
| | - Alexander Semaan
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany
| | - Vittorio Branchi
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany
| | - Carsten Klinger
- German Society of General and Visceral Surgery (DGAV), Berlin, Germany
| | - Heinz J Buhr
- German Society of General and Visceral Surgery (DGAV), Berlin, Germany
| | | | - Tobias Keck
- Department of Surgery, UKSH Campus Lübeck, Lübeck, Germany
| | - Philipp Lingohr
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany
| | - Tim R Glowka
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany
| | - Steffen Manekeller
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany
| | - Jörg C Kalff
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany
| | - Hanno Matthaei
- Department of General, Visceral, Thoracic and Vascular Surgery, University Hospital Bonn, Bonn, Germany.
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11
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Raut P, Nimmakayala RK, Batra SK, Ponnusamy MP. Clinical and Molecular Attributes and Evaluation of Pancreatic Cystic Neoplasm. Biochim Biophys Acta Rev Cancer 2023; 1878:188851. [PMID: 36535512 PMCID: PMC9898173 DOI: 10.1016/j.bbcan.2022.188851] [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: 08/29/2022] [Revised: 11/08/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022]
Abstract
Intraductal papillary mucinous neoplasms (IPMNs) and mucinous cystic neoplasms (MCNs) are all considered "Pancreatic cystic neoplasms (PCNs)" and show a varying risk of developing into pancreatic ductal adenocarcinoma (PDAC). These lesions display different molecular characteristics, mutations, and clinical manifestations. A lack of detailed understanding of PCN subtype characteristics and their molecular mechanisms limits the development of efficient diagnostic tools and therapeutic strategies for these lesions. Proper in vivo mouse models that mimic human PCNs are also needed to study the molecular mechanisms and for therapeutic testing. A comprehensive understanding of the current status of PCN biology, mechanisms, current diagnostic methods, and therapies will help in the early detection and proper management of patients with these lesions and PDAC. This review aims to describe all these aspects of PCNs, specifically IPMNs, by describing the future perspectives.
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Affiliation(s)
- Pratima Raut
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA
| | - Rama Krishna Nimmakayala
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA; Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA.
| | - Moorthy P Ponnusamy
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA; Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA.
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12
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Tjaden C, Sandini M, Mihaljevic AL, Kaiser J, Khristenko E, Mayer P, Hinz U, Gaida MM, Berchtold C, Diener MK, Schneider M, Mehrabi A, Müller-Stich BP, Strobel O, Hackert T, Büchler MW. Risk of the Watch-and-Wait Concept in Surgical Treatment of Intraductal Papillary Mucinous Neoplasm. JAMA Surg 2021; 156:818-825. [PMID: 34009233 DOI: 10.1001/jamasurg.2021.0950] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Importance The natural history of intraductal papillary mucinous neoplasms (IPMNs) remains uncertain. The inconsistencies among published guidelines preclude accurate decision-making. The outcomes and potential risks of a conservative watch-and-wait approach vs a surgical approach must be compared. Objective To provide an overview of the surgical management of IPMNs, focusing on the time of resection. Design, Setting, and Participants This cohort study was conducted in a single referral center; all patients with pathologically proven IPMN who received a pancreatic resection at the institution between October 2001 and December 2019 were analyzed. Preoperatively obtained images and the medical history were scrutinized for signs of progression and/or malignant features. The timeliness of resection was stratified into too early (adenoma and low-grade dysplasia), timely (intermediate-grade dysplasia and in situ carcinoma), and too late (invasive cancer). The perioperative characteristics and outcomes were compared between these groups. Exposures Timeliness of resection according to the final pathological findings. Main Outcomes and Measures The risk of malignant transformation at the final pathology. Results Of 1439 patients, 438 (30.4%) were assigned to the too early group, 504 (35.1%) to the timely group, and 497 (34.5%) to the too late group. Radiological criteria for malignant conditions were detected in 53 of 382 patients (13.9%), 149 of 432 patients (34.5%), and 341 of 385 patients (88.6%) in the too early, timely, and too late groups, respectively (P < .001). Patients in the too early group underwent more parenchyma-sparing resections (too early group, 123 of 438 [28.1%]; timely group, 40 of 504 [7.9%]; too late group, 5 of 497 [1.0%]; P < .001), while morbidity (too early group, 112 of 438 [25.6%]; timely group, 117 of 504 [23.2%]; too late group, 158 of 497 [31.8%]; P = .002) and mortality (too early group, 4 patients [0.9%]; timely, 4 [0.8%]; too late, 13 [2.6%]; P = .03) were highest in the too late group. Of the 497 patients in the too late group, 124 (24.9%) had a previous history of watch-and-wait care. Conclusions and Relevance Until the biology and progression patterns of IPMN are clarified and accurate guidelines established, a watch-and-wait policy should be applied with caution, especially in IPMN bearing a main-duct component. One-third of IPMNs reach the cancer stage before resection. At specialized referral centers, the risks of surgical morbidity and mortality are justifiable.
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Affiliation(s)
- Christine Tjaden
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Marta Sandini
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - André L Mihaljevic
- 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
| | | | - Philipp Mayer
- Department of Radiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Ulf Hinz
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Matthias M Gaida
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany.,Institute for Pathology, University Medical Center, Mainz, Germany
| | - Christoph Berchtold
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Markus K Diener
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Martin Schneider
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Arianeb Mehrabi
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Beat P Müller-Stich
- 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
| | - Thilo Hackert
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Markus W Büchler
- Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
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13
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Ma G, Li G, Xiao Z, Gou A, Xu Y, Song S, Guo K, Liu Z. Narrative review of intraductal papillary mucinous neoplasms: pathogenesis, diagnosis, and treatment of a true precancerous lesion. Gland Surg 2021; 10:2313-2324. [PMID: 34422602 PMCID: PMC8340339 DOI: 10.21037/gs-21-450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 07/14/2021] [Indexed: 12/09/2022]
Abstract
OBJECTIVE Although considerable progress has been made in our understanding of intraductal papillary mucinous neoplasm (IPMN) of the pancreas, there are still some problems to be solved. BACKGROUND IPMN is one of the most important precancerous lesions of pancreatic cancer, but the relationship between IPMN and pancreatic cancer, and the specific mechanism of the development from IPMN to invasive carcinoma, remain to be explored in depth. With the development of imaging, the detection rate of IPMN has been greatly improved. However, the degree of malignancy of IPMN is difficult to assess, and its classification criteria and surgical treatment strategies are still controversial. Therefore, there is an urgent need for the best treatment plan for IPMN and research that can better predict IPMN recurrence and tumor malignancy. METHODS From the online database Web of Science (https://webofknowledge.com/) and PubMed (https://pubmed.ncbi.nlm.nih.gov/), we use specific retrieval strategies to retrieve relevant articles based on the topics we discussed, and we review and discuss them. CONCLUSIONS This paper discusses the related research and progress of IPMN in recent years to improve the understanding of the incidence, diagnosis, treatment, and prognosis of this disease. The follow-up and monitoring of IPMN is particularly important, but the specific strategy also remains controversial.
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Affiliation(s)
- Gang Ma
- Department of Pancreatic-Biliary Surgery, First Hospital of China Medical University, Shenyang, China
| | - Guichen Li
- Department of Pancreatic-Biliary Surgery, First Hospital of China Medical University, Shenyang, China
| | - Zhihuan Xiao
- Department of Pancreatic-Biliary Surgery, First Hospital of China Medical University, Shenyang, China
| | - Anjiang Gou
- Department of Pancreatic-Biliary Surgery, First Hospital of China Medical University, Shenyang, China
| | - Yuanhong Xu
- Department of Pancreatic-Biliary Surgery, First Hospital of China Medical University, Shenyang, China
| | - Shaowei Song
- Department of Pancreatic-Biliary Surgery, First Hospital of China Medical University, Shenyang, China
| | - Kejian Guo
- Department of Pancreatic-Biliary Surgery, First Hospital of China Medical University, Shenyang, China
| | - Zhe Liu
- Department of Pancreatic-Biliary Surgery, First Hospital of China Medical University, Shenyang, China
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14
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Flick KF, Yip-Schneider MT, Sublette CM, Simpson RE, Colgate CL, Wu H, Soufi M, Dewitt JM, Mosley AL, Ceppa EP, Zhang J, Schmidt CM. A Quantitative Global Proteomics Approach Identifies Candidate Urinary Biomarkers That Correlate With Intraductal Papillary Mucinous Neoplasm Dysplasia. Pancreas 2020; 49:1044-1051. [PMID: 32769857 DOI: 10.1097/mpa.0000000000001628] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVES A proteomic discovery study was performed to determine if urine possesses a unique biosignature that could form the basis for a noninvasive test able to predict intraductal papillary mucinous neoplasm (IPMN) dysplasia. METHODS Urine was collected from patients undergoing surgery for IPMN (72 low/moderate, 27 high-grade/invasive). Quantitative mass spectrometry-based proteomics was performed. Proteins of interest were identified by differential expression analysis followed by principal component analysis. RESULTS Proteomics identified greater than 4800 urinary proteins. Low/moderate and high-grade/invasive IPMN were distinguished by 188 proteins (P < 0.05). Following principal component analysis and heatmap visualization, vitamin D binding protein (DBP), apolipoprotein A1 (APOA1), and alpha-1 antitrypsin (A1AT) were selected. The proteomic abundance of DBP (median [interquartile range]) was significantly higher for high-grade/invasive than for low/moderate IPMN (219,735 [128,882-269,943] vs. 112,295 [77,905-180,773] normalized reporter ion intensity units; P = 0.001). Similarly, APOA1 was more abundant in the high-grade/invasive than low/moderate groups (235,420 [144,933-371,247] vs 150,095 [103,419-236,591]; P = 0.0007) as was A1AT (567,514 [358,544-774,801] vs 358,393 [260,850-477,882]; P = 0.0006). CONCLUSIONS Urinary DBP, APOA1, and A1AT represent potential biomarker candidates that may provide a noninvasive means of predicting IPMN dysplastic grade.
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Affiliation(s)
| | | | | | | | | | | | | | - John M Dewitt
- Division of Gastroenterology, Department of Medicine
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15
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Overbeek KA, Alblas M, Gausman V, Kandel P, Schweber AB, Brooks C, Van Riet PA, Wallace MB, Gonda TA, Cahen DL, Bruno MJ. Development of a stratification tool to identify pancreatic intraductal papillary mucinous neoplasms at lowest risk of progression. Aliment Pharmacol Ther 2019; 50:789-799. [PMID: 31429105 PMCID: PMC6772152 DOI: 10.1111/apt.15440] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 05/11/2019] [Accepted: 07/06/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Because most pancreatic intraductal papillary mucinous neoplasms (IPMNs) will never become malignant, currently advocated long-term surveillance is low-yield for most individuals. AIM To develop a score chart identifying IPMNs at lowest risk of developing worrisome features or high-risk stigmata. METHODS We combined prospectively maintained pancreatic cyst surveillance databases of three academic institutions. Patients were included if they had a presumed side-branch IPMN, without worrisome features or high-risk stigmata at baseline (as defined by the 2012 international Fukuoka guidelines), and were followed ≥ 12 months. The endpoint was development of one or more worrisome features or high-risk stigmata during follow-up. We created a multivariable prediction model using Cox-proportional logistic regression analysis and performed an internal-external validation. RESULTS 875 patients were included. After a mean follow-up of 50 months (range 12-157), 116 (13%) patients developed worrisome features or high-risk stigmata. The final model included cyst size (HR 1.12, 95% CI 1.09-1.15), cyst multifocality (HR 1.49, 95% CI 1.01-2.18), ever having smoked (HR 1.40, 95% CI 0.95-2.04), history of acute pancreatitis (HR 2.07, 95% CI 1.21-3.55), and history of extrapancreatic malignancy (HR 1.34, 95% CI 0.91-1.97). After validation, the model had good discriminative ability (C-statistic 0.72 in the Mayo cohort, 0.71 in the Columbia cohort, 0.64 in the Erasmus cohort). CONCLUSION In presumed side branch IPMNs without worrisome features or high-risk stigmata at baseline, the Dutch-American Risk stratification Tool (DART-1) successfully identifies pancreatic lesions at low risk of developing worrisome features or high-risk stigmata.
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Affiliation(s)
- Kasper A. Overbeek
- Department of Gastroenterology & HepatologyErasmus University Medical CenterRotterdamThe Netherlands
| | - Maaike Alblas
- Department of Public HealthErasmus University Medical CenterRotterdamThe Netherlands
| | - Valerie Gausman
- Department of MedicineNYU – Langone Medical CenterNew YorkUSA
| | - Pujan Kandel
- Department of Gastroenterology and HepatologyMayo ClinicJacksonvilleUSA
| | - Adam B. Schweber
- Division of Digestive and Liver Diseases, Department of MedicineColumbia University Medical CenterNew YorkUSA
| | - Christian Brooks
- Division of Digestive and Liver Diseases, Department of MedicineColumbia University Medical CenterNew YorkUSA
| | - Priscilla A. Van Riet
- Department of Gastroenterology & HepatologyErasmus University Medical CenterRotterdamThe Netherlands
| | | | - Tamas A. Gonda
- Division of Digestive and Liver Diseases, Department of MedicineColumbia University Medical CenterNew YorkUSA
| | - Djuna L. Cahen
- Department of Gastroenterology & HepatologyErasmus University Medical CenterRotterdamThe Netherlands
| | - Marco J. Bruno
- Department of Gastroenterology & HepatologyErasmus University Medical CenterRotterdamThe Netherlands
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16
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Morales-Oyarvide V, Mino-Kenudson M, Ferrone CR, Warshaw AL, Lillemoe KD, Sahani DV, Pergolini I, Attiyeh MA, Al Efishat M, Rezaee N, Hruban RH, He J, Weiss MJ, Allen PJ, Wolfgang CL, Fernández-Del Castillo C. Intraductal Papillary Mucinous Neoplasm of the Pancreas in Young Patients: Tumor Biology, Clinical Features, and Survival Outcomes. J Gastrointest Surg 2018; 22:226-234. [PMID: 29047068 DOI: 10.1007/s11605-017-3602-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Accepted: 09/25/2017] [Indexed: 01/31/2023]
Abstract
AIM The aim of this paper is to describe the characteristics of intraductal papillary mucinous neoplasms (IPMNs) of the pancreas in young patients. METHODS We evaluated 1693 patients from the Pancreatic Surgery Consortium who underwent resection for IPMN and classified them as younger or older than 50 years of age at the time of surgery. We assessed the relationship of age with clinical, radiological, pathological, and prognostic features. RESULTS We identified 90 (5%) young patients. Age was not associated with differences in main pancreatic duct size (P = 0.323), presence of solid components (P = 0.805), or cyst size (P = 0.135). IPMNs from young patients were less likely to be of gastric type (37 vs. 57%, P = 0.005), and more likely to be of oncocytic (15 vs. 4%, P = 0.003) and intestinal types (44 vs. 26%, P = 0.004). Invasive carcinomas arising from IPMN were less common in young patients (17 vs. 27%, P = 0.044), and when present they were commonly of colloid type (47 vs. 31% in older patients, P = 0.261) and had better overall survival than older patients (5-year, 71 vs. 37%, log-rank P = 0.031). CONCLUSION Resection for IPMN is infrequent in young patients, but when they are resected, IPMNs from young patients demonstrate different epithelial subtypes from those in older patients and more favorable prognosis.
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Affiliation(s)
- Vicente Morales-Oyarvide
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, 55 Fruit Street, Wang Ambulatory Care Center 460, Boston, MA, 02114, USA
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Cristina R Ferrone
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, 55 Fruit Street, Wang Ambulatory Care Center 460, Boston, MA, 02114, USA
| | - Andrew L Warshaw
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, 55 Fruit Street, Wang Ambulatory Care Center 460, Boston, MA, 02114, USA
| | - Keith D Lillemoe
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, 55 Fruit Street, Wang Ambulatory Care Center 460, Boston, MA, 02114, USA
| | - Dushyant V Sahani
- Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ilaria Pergolini
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, 55 Fruit Street, Wang Ambulatory Care Center 460, Boston, MA, 02114, USA
| | - Marc A Attiyeh
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mohammad Al Efishat
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Neda Rezaee
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ralph H Hruban
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jin He
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Matthew J Weiss
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Peter J Allen
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christopher L Wolfgang
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Carlos Fernández-Del Castillo
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, 55 Fruit Street, Wang Ambulatory Care Center 460, Boston, MA, 02114, USA.
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Yip-Schneider MT, Carr RA, Wu H, Schmidt MC. Prostaglandin E 2: A Pancreatic Fluid Biomarker of Intraductal Papillary Mucinous Neoplasm Dysplasia. J Am Coll Surg 2017; 225:481-487. [PMID: 28739154 PMCID: PMC5614873 DOI: 10.1016/j.jamcollsurg.2017.07.521] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 06/30/2017] [Accepted: 07/05/2017] [Indexed: 12/21/2022]
Abstract
BACKGROUND With the increased frequency of diagnostic imaging, pancreatic cysts are now detected in >3% of American adults. Most of these are intraductal papillary mucinous neoplasms (IPMNs) with well-established but variable malignant potential. A biomarker that predicts malignant potential or dysplastic grade would help determine which IPMNs require removal and which can be observed safely. We previously reported that pancreatic fluid prostaglandin E2 (PGE2) levels might have promise as a predictor of IPMN dysplasia and we seek to validate those results in the current study. STUDY DESIGN Pancreatic cyst/duct fluid was prospectively collected from 100 patients with IPMN undergoing pancreatic resection. Surgical pathology revealed 47 low-/moderate-grade, 34 high-grade, and 20 invasive IPMNs. The PGE2 levels were assessed by ELISA and correlated with IPMN dysplasia grade, demographics, clinical radiologic/pathologic variables, acute/chronic pancreatitis, and NSAID use. RESULTS Mean pancreatic cyst fluid PGE2 levels in high-grade and invasive IPMNs were significantly higher than low-/moderate-grade IPMNs (3.5 and 4.4 pg/μL, respectively, vs 1.2 pg/μL; p < 0.0016). At a threshold of 1.1 pg/μL, PGE2 was 63% sensitive, 79% specific, and 71% accurate for detection of high-grade/invasive IPMNs. When tested in the subset of IPMN patients with preoperative pancreatic cyst fluid CEA >192 ng/mL, PGE2 at a threshold of 0.5 pg/μL demonstrated 78% sensitivity, 100% specificity, and 86% accuracy for detection of high-grade/invasive IPMN. CONCLUSIONS Our results validate pancreatic cyst fluid PGE2 as an indicator of IPMN dysplasia, especially in select patients with preoperative pancreatic cyst fluid CEA >192 ng/mL. The inclusion of PGE2/CEA in a diagnostic biomarker panel can facilitate more optimal treatment stratification of IPMN patients.
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Affiliation(s)
- Michele T Yip-Schneider
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN Walther Oncology Center, Indianapolis, IN Indiana University Cancer Center, Indianapolis, IN Indiana University Pancreatic Cyst and Cancer Early Detection Center, Indianapolis, IN
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Aronsson L, Andersson R, Ansari D. Intraductal papillary mucinous neoplasm of the pancreas - epidemiology, risk factors, diagnosis, and management. Scand J Gastroenterol 2017; 52:803-815. [PMID: 28446039 DOI: 10.1080/00365521.2017.1318948] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 04/05/2017] [Accepted: 04/09/2017] [Indexed: 02/04/2023]
Abstract
Intraductal papillary mucinous neoplasm (IPMN) is one of the most common cystic neoplasms of the pancreas. It is a heterogeneous disease and can be divided into ductal types and morphological subtypes. The incidence of IPMN is increasing, likely due to the widespread use of cross-sectional imaging and a growing elderly population. IPMN poses an increasing demand on the health care system. Current guidelines provide indications for surgery and recommendations for surveillance, but management of IPMN is still challenging in routine clinical practice. In this article, we review current knowledge about IPMN and provide future directions for improving diagnosis and management.
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MESH Headings
- Adenocarcinoma, Mucinous/diagnosis
- Adenocarcinoma, Mucinous/pathology
- Adenocarcinoma, Mucinous/therapy
- Carcinoma, Pancreatic Ductal/diagnosis
- Carcinoma, Pancreatic Ductal/pathology
- Carcinoma, Pancreatic Ductal/therapy
- Carcinoma, Papillary/diagnosis
- Carcinoma, Papillary/pathology
- Carcinoma, Papillary/therapy
- Diagnosis, Differential
- Genetic Predisposition to Disease
- Health Knowledge, Attitudes, Practice
- Humans
- Neoadjuvant Therapy
- Neoplasm Invasiveness
- Neoplasm Staging
- Pancreas/pathology
- Pancreatectomy
- Pancreatic Neoplasms/diagnosis
- Pancreatic Neoplasms/pathology
- Pancreatic Neoplasms/therapy
- Practice Guidelines as Topic
- Risk Factors
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Affiliation(s)
- Linus Aronsson
- a Department of Clinical Sciences Lund, Surgery , Lund University, Skane University Hospital , Lund , Sweden
| | - Roland Andersson
- a Department of Clinical Sciences Lund, Surgery , Lund University, Skane University Hospital , Lund , Sweden
| | - Daniel Ansari
- a Department of Clinical Sciences Lund, Surgery , Lund University, Skane University Hospital , Lund , Sweden
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