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Peters MLB, Eckel A, Seguin CL, Davidi B, Howard DH, Knudsen AB, Pandharipande PV. Cost-Effectiveness Analysis of Screening for Pancreatic Cancer Among High-Risk Populations. JCO Oncol Pract 2024; 20:278-290. [PMID: 38086003 PMCID: PMC10911581 DOI: 10.1200/op.23.00495] [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: 08/08/2023] [Revised: 10/05/2023] [Accepted: 10/30/2023] [Indexed: 12/19/2023] Open
Abstract
PURPOSE We evaluated the potential cost-effectiveness of combined magnetic resonance imaging (MRI) and endoscopic ultrasound (EUS) screening for pancreatic ductal adenocarcinoma (PDAC) among populations at high risk for the disease. METHODS We used a microsimulation model of the natural history of PDAC to estimate the lifetime health benefits, costs, and cost-effectiveness of PDAC screening among populations with specific genetic risk factors for PDAC, including BRCA1 and BRCA2, PALB2, ATM, Lynch syndrome, TP53, CDKN2A, and STK11. For each high-risk population, we simulated 29 screening strategies, defined by starting age and frequency. Screening included MRI with follow-up EUS in a subset of patients. Costs of tests were based on Medicare reimbursement for MRI, EUS, fine-needle aspiration biopsy, and pancreatectomy. Cancer-related cost by stage of disease and phase of treatment was based on the literature. For each high-risk population, we performed an incremental cost-effectiveness analysis, assuming a willingness-to-pay (WTP) threshold of $100,000 US dollars (USD) per quality-adjusted life year (QALY) gained. RESULTS For men with relative risk (RR) 12.33 (CDKN2A) and RR 28 (STK11), annual screening was cost-effective, starting at age 55 and 40 years, respectively. For women, screening was only cost-effective for those with RR 28 (STK11), with annual screening starting at age 45 years. CONCLUSION Combined MRI/EUS screening may be a cost-effective approach for the highest-risk populations (among mutations considered, those with RR >12). However, for those with moderate risk (RR, 5-12), screening would only be cost-effective at higher WTP thresholds (eg, $200K USD/QALY) or with once-only screening.
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Affiliation(s)
- Mary Linton B. Peters
- Division of Medical Oncology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, MA
| | - Andrew Eckel
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, MA
| | - Claudia L. Seguin
- Department of Radiology, The Ohio State University College of Medicine, Columbus, OH
| | - Barak Davidi
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, MA
| | - David H. Howard
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Amy B. Knudsen
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, MA
- Department of Radiology, Massachusetts General Hospital, Boston, MA
| | - Pari V. Pandharipande
- Department of Radiology, The Ohio State University College of Medicine, Columbus, OH
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Ali S, Coory M, Donovan P, Na R, Pandeya N, Pearson SA, Spilsbury K, Stewart LM, Thompson B, Tuesley K, Waterhouse M, Webb PM, Jordan SJ, Neale RE. Association between unstable diabetes mellitus and risk of pancreatic cancer. Pancreatology 2024; 24:66-72. [PMID: 38000983 DOI: 10.1016/j.pan.2023.11.009] [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: 06/22/2023] [Revised: 10/29/2023] [Accepted: 11/13/2023] [Indexed: 11/26/2023]
Abstract
BACKGROUND Deterioration of glycaemic control in people with long-standing diabetes mellitus (diabetes) may be a possible indicator of pancreatic cancer. However, the magnitude of the association between diabetes deterioration and pancreatic cancer has received little attention. METHODS We conducted a matched cohort study, nested within a population-based cohort of Australian women with diabetes. Women with unstable diabetes, defined as a change in medication after a 2-year period of stable medication use, were matched by birth year to those with stable diabetes, in a 1:4 ratio. We used flexible parametric survival models to estimate hazard ratios (HRs) and 95% confidence intervals (CI). RESULTS We included 134,954 and 539,789 women in the unstable and stable diabetes cohorts, respectively (mean age 68 years). In total, 1,315 pancreatic cancers were diagnosed. Deterioration of stable diabetes was associated with a 2.5-fold increased risk of pancreatic cancer (HR 2.55; 95% CI 2.29-2.85). The risk was particularly high within the first year after diabetes deteriorated. HRs at 3 months, 6 months and 1 year were: 5.76 (95% CI 4.72-7.04); 4.56 (95% CI 3.81-5.46); and 3.33 (95% CI 2.86-3.89), respectively. The risk was no longer significantly different after 7 years. CONCLUSIONS Deterioration in glycaemic control in people with previously stable diabetes may be an indicator of pancreatic cancer, suggesting investigations of the pancreas may be appropriate. The weaker longer-term (3-7 years) association between diabetes deterioration and pancreatic cancer may indicate that poor glycaemic control can be a risk factor for pancreatic cancer.
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Affiliation(s)
- Sitwat Ali
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; School of Public Health, University of Queensland, Brisbane, QLD, Australia
| | - Michael Coory
- Centre of Research Excellence in Stillbirth, Mater Research Institute, The University of Queensland, Brisbane, Queensland, Australia
| | - Peter Donovan
- Royal Brisbane and Women's Hospital, Australia; Faculty of Medicine, The University of Queensland, Australia
| | - Renhua Na
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Nirmala Pandeya
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | | | - Katrina Spilsbury
- Centre Institute for Health Research, University of Notre Dame Australia, Fremantle, Western Australia, Australia
| | - Louise M Stewart
- School of Population and Global Health, The University of Western Australia, Crawley, Western Australia, Australia
| | - Bridie Thompson
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Karen Tuesley
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; School of Public Health, University of Queensland, Brisbane, QLD, Australia
| | - Mary Waterhouse
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Penelope M Webb
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; School of Public Health, University of Queensland, Brisbane, QLD, Australia
| | - Susan J Jordan
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; School of Public Health, University of Queensland, Brisbane, QLD, Australia
| | - Rachel E Neale
- Population Health Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia; School of Public Health, University of Queensland, Brisbane, QLD, Australia.
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103
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Rosner G, Scapa E, Ziv T, Gluck N, Ben-Yehoyada M. Surveillance Outcome and Genetic Findings in Individuals at High Risk of Pancreatic Cancer. Clin Transl Gastroenterol 2024; 15:e00668. [PMID: 38147532 PMCID: PMC10887440 DOI: 10.14309/ctg.0000000000000668] [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: 06/03/2023] [Accepted: 12/08/2023] [Indexed: 12/28/2023] Open
Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC) has a poor 5-year survival rate. PDAC surveillance is recommended in high-risk individuals (HRIs) with strong PDAC family history or a pathogenic germline variant (PGV) in a PDAC susceptibility gene. We aimed to explore a potential correlation between genetic status, extent of family history, pancreatic findings, and surveillance implications in heterogeneous PDAC HRIs. METHODS A total of 239 HRIs from 202 families were tested genetically and underwent prospective pancreatic surveillance for 6 years. RESULTS The cohort was divided into 3 groups: familial pancreatic cancer (FPC; 70 individuals, 54 families), familial non-FPC (81 individuals, 73 families), and hereditary pancreatic cancer (PC) (88 individuals, 75 families). PGVs were detected in 37.6% of all families, including 11.1% of FPC families and 9.6% of familial non-FPC families. The hereditary PC group had earlier onset of PDAC compared with the other 2 groups. BRCA2 PGV carriers showed earlier onset of PDAC and pancreatic cysts. Of the 239 HRIs, PDAC was detected in 11 individuals (4.6%), with 73% diagnosed at an early stage; 4 (1.67%) had pancreatic neuroendocrine tumor; 6 (2.5%) had main-duct intraductal papillary neoplasm (IPMN); and 41 (17.15%) had side-branch IPMN. Seventeen individuals were referred to surgery, and 12 were alive at the end of the study. DISCUSSION The percentage of PDAC was similar in the 3 groups studied. The hereditary PC group, and particularly BRCA2 PGV carriers, had an earlier age of PDAC onset. PGVs were detected in a significant percentage of HRIs with PC. Surveillance seems effective for detection of early-stage PDAC and precursor lesions.
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Affiliation(s)
- Guy Rosner
- Department of Gastroenterology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Erez Scapa
- Department of Gastroenterology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tomer Ziv
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Nathan Gluck
- Department of Gastroenterology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Merav Ben-Yehoyada
- Department of Gastroenterology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Jeropoulos RM, Joshi D, Aldeiri B, Davenport M. Surgical and Endoscopic Intervention for Chronic Pancreatitis in Children: The Kings College Hospital Experience. CHILDREN (BASEL, SWITZERLAND) 2024; 11:74. [PMID: 38255387 PMCID: PMC10813922 DOI: 10.3390/children11010074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 01/02/2024] [Accepted: 01/05/2024] [Indexed: 01/24/2024]
Abstract
Paediatric chronic pancreatitis (CP) is a rare and debilitating pathology that often requires invasive diagnostics and therapeutic interventions either to address a primary cause such as a pancreaticobiliary malunion or to deal with secondary complications such as chronic pain. Endoscopic retrograde cholangiopancreatography (ERCP) and endoscopic ultrasound (EUS) are two endoscopic modalities that have an established diagnostic role in paediatric CP, and their therapeutic utilisation is increasing in popularity. Surgical decompression of the obstructed and dilated pancreatic duct plays a role in alleviating pancreatic duct hypertension, a common association in CP. Surgery equally has a role in certain anatomical abnormalities of the pancreaticobiliary draining system, or occasionally in some CP complications such as drainage of a symptomatic pancreatic pseudocyst.
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Affiliation(s)
- Renos M. Jeropoulos
- Department of Paediatric Surgery, Chelsea and Westminster Hospital, London SW10 9NH, UK; (R.M.J.); (B.A.)
| | - Deepak Joshi
- Institute of Liver Studies, King’s College Hospital, London SE5 9RS, UK;
| | - Bashar Aldeiri
- Department of Paediatric Surgery, Chelsea and Westminster Hospital, London SW10 9NH, UK; (R.M.J.); (B.A.)
| | - Mark Davenport
- Department of Paediatric Surgery, Kings College Hospital, London SE5 9RS, UK
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105
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Pourali G, Kazemi D, Chadeganipour AS, Arastonejad M, Kashani SN, Pourali R, Maftooh M, Akbarzade H, Fiuji H, Hassanian SM, Ghayour-Mobarhan M, Ferns GA, Khazaei M, Avan A. Microbiome as a biomarker and therapeutic target in pancreatic cancer. BMC Microbiol 2024; 24:16. [PMID: 38183010 PMCID: PMC10768369 DOI: 10.1186/s12866-023-03166-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 12/18/2023] [Indexed: 01/07/2024] Open
Abstract
Studying the effects of the microbiome on the development of different types of cancer has recently received increasing research attention. In this context, the microbial content of organs of the gastrointestinal tract has been proposed to play a potential role in the development of pancreatic cancer (PC). Proposed mechanisms for the pathogenesis of PC include persistent inflammation caused by microbiota leading to an impairment of antitumor immune surveillance and altered cellular processes in the tumor microenvironment. The limited available diagnostic markers that can currently be used for screening suggest the importance of microbial composition as a non-invasive biomarker that can be used in clinical settings. Samples including saliva, stool, and blood can be analyzed by 16 s rRNA sequencing to determine the relative abundance of specific bacteria. Studies have shown the potentially beneficial effects of prebiotics, probiotics, antibiotics, fecal microbial transplantation, and bacteriophage therapy in altering microbial diversity, and subsequently improving treatment outcomes. In this review, we summarize the potential impact of the microbiome in the pathogenesis of PC, and the role these microorganisms might play as biomarkers in the diagnosis and determining the prognosis of patients. We also discuss novel treatment methods being used to minimize or prevent the progression of dysbiosis by modulating the microbial composition. Emerging evidence is supportive of applying these findings to improve current therapeutic strategies employed in the treatment of PC.
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Affiliation(s)
- Ghazaleh Pourali
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Danial Kazemi
- Student Research Committee, Isfahan University of Medical Sciences, Hezar Jerib Street, Isfahan, Iran
| | | | - Mahshid Arastonejad
- Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | | | - Roozbeh Pourali
- Student Research Committee, Faculty of Veterinary Medicine, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Mina Maftooh
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hamed Akbarzade
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hamid Fiuji
- Basic Sciences Research Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed Mahdi Hassanian
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Basic Sciences Research Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Majid Ghayour-Mobarhan
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Gordon A Ferns
- Brighton & Sussex Medical School, Department of Medical Education, Falmer, Brighton, Sussex, BN1 9PH, UK
| | - Majid Khazaei
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Basic Sciences Research Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Avan
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- College of Medicine, University of Warith Al-Anbiyaa, Karbala, Iraq.
- School of Mechanical, Medical and Process Engineering, Science and Engineering Faculty, Queensland University of Technology, 2 George St, Brisbane City, QLD, 4000, Australia.
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Arai H, Matsui H, Chi S, Utsu Y, Masuda S, Aotsuka N, Minami Y. Germline Variants and Characteristic Features of Hereditary Hematological Malignancy Syndrome. Int J Mol Sci 2024; 25:652. [PMID: 38203823 PMCID: PMC10779750 DOI: 10.3390/ijms25010652] [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: 11/07/2023] [Revised: 12/25/2023] [Accepted: 12/29/2023] [Indexed: 01/12/2024] Open
Abstract
Due to the proliferation of genetic testing, pathogenic germline variants predisposing to hereditary hematological malignancy syndrome (HHMS) have been identified in an increasing number of genes. Consequently, the field of HHMS is gaining recognition among clinicians and scientists worldwide. Patients with germline genetic abnormalities often have poor outcomes and are candidates for allogeneic hematopoietic stem cell transplantation (HSCT). However, HSCT using blood from a related donor should be carefully considered because of the risk that the patient may inherit a pathogenic variant. At present, we now face the challenge of incorporating these advances into clinical practice for patients with myelodysplastic syndrome (MDS) or acute myeloid leukemia (AML) and optimizing the management and surveillance of patients and asymptomatic carriers, with the limitation that evidence-based guidelines are often inadequate. The 2016 revision of the WHO classification added a new section on myeloid malignant neoplasms, including MDS and AML with germline predisposition. The main syndromes can be classified into three groups. Those without pre-existing disease or organ dysfunction; DDX41, TP53, CEBPA, those with pre-existing platelet disorders; ANKRD26, ETV6, RUNX1, and those with other organ dysfunctions; SAMD9/SAMD9L, GATA2, and inherited bone marrow failure syndromes. In this review, we will outline the role of the genes involved in HHMS in order to clarify our understanding of HHMS.
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Affiliation(s)
- Hironori Arai
- Department of Hematology, National Cancer Center Hospital East, Kashiwa 277-8577, Japan; (H.A.); (S.C.)
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Iidacho, Narita 286-0041, Japan; (Y.U.); (S.M.); (N.A.)
| | - Hirotaka Matsui
- Department of Laboratory Medicine, National Cancer Center Hospital, Tsukiji, Chuoku 104-0045, Japan;
- Department of Medical Oncology and Translational Research, Graduate School of Medical Sciences, Kumamoto University, Kumamoto 860-8665, Japan
| | - SungGi Chi
- Department of Hematology, National Cancer Center Hospital East, Kashiwa 277-8577, Japan; (H.A.); (S.C.)
| | - Yoshikazu Utsu
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Iidacho, Narita 286-0041, Japan; (Y.U.); (S.M.); (N.A.)
| | - Shinichi Masuda
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Iidacho, Narita 286-0041, Japan; (Y.U.); (S.M.); (N.A.)
| | - Nobuyuki Aotsuka
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Iidacho, Narita 286-0041, Japan; (Y.U.); (S.M.); (N.A.)
| | - Yosuke Minami
- Department of Hematology, National Cancer Center Hospital East, Kashiwa 277-8577, Japan; (H.A.); (S.C.)
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107
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Underhill-Blazey ML, Zhang Y, Stanek S, Norton S. The Experience of Uncertainty in Individuals With High Risk for Pancreatic Cancer. Cancer Nurs 2024; 47:E10-E17. [PMID: 36480347 DOI: 10.1097/ncc.0000000000001171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Individuals with a strong family history of pancreatic cancer or a known hereditary cancer syndrome that is associated with pancreatic cancer are considered at high risk for developing pancreatic cancer. Living with a high risk for often fatal cancer is accompanied by high levels of uncertainty. Uncertainty is also independently associated with negative health outcomes. By understanding issues, sources, and responses to uncertainty, targeted supportive care strategies can be provided. OBJECTIVES This study aimed to examine how uncertainty manifests in the experience of being at high risk to develop pancreatic cancer and to describe issues, sources of, and responses to uncertainty. METHODS In this secondary qualitative descriptive study, we analyzed 19 interviews with persons living with inherited pancreatic cancer risk. Analysis was guided by a conceptual framework of uncertainty and responses to uncertainty. RESULTS Participants described multiple personal, practical, and scientific issues of uncertainty, centering on what to expect for their future health. Participants also expressed positive and negative cognitive, emotional, and behavioral responses to uncertainty, including engaging in surveillance. Uncertainty sources were both individual experiences as well as perceptions of healthcare provider uncertainty with managing pancreatic cancer risk. CONCLUSION Pancreatic cancer risk includes issues of uncertainty related to personal mortality, defining and managing risk, and experiencing surveillance. Positive and negative responses to this uncertainty could be targeted through interventions. IMPLICATION FOR PRACTICE The oncology nurse should assess for sources of and responses to uncertainty in persons at risk for pancreatic cancer and offer psychosocial and educational support.
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108
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Overbeek KA, Koopmann BDM, Levink IJM, Tacelli M, Erler NS, Arcidiacono PG, Ausems MGE, Wagner A, van Eijck CH, Groot Koerkamp B, Busch OR, Besselink MG, van der Vlugt M, van Driel LMJW, Fockens P, Vleggaar FP, Poley JW, Capurso G, Cahen DL, Bruno MJ. Intraductal Papillary Mucinous Neoplasms in High-Risk Individuals: Incidence, Growth Rate, and Malignancy Risk. Clin Gastroenterol Hepatol 2024; 22:62-71.e7. [PMID: 37031711 DOI: 10.1016/j.cgh.2023.03.035] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 03/19/2023] [Accepted: 03/29/2023] [Indexed: 04/11/2023]
Abstract
BACKGROUND AND AIMS In high-risk individuals (HRIs), we aimed to assess the cumulative incidence of intraductal papillary mucinous neoplasms (IPMNs) and compare IPMN growth, neoplastic progression rate, and the value of growth as predictor for neoplastic progression to these in sporadic IPMNs. METHODS We performed annual surveillance of Dutch HRIs, involving carriers of germline pathogenic variants (PVs) and PV-negative familial pancreatic cancer kindreds. HRIs with IPMNs were compared with Italian individuals without familial risk under surveillance for sporadic IPMNs. RESULTS A total of 457 HRIs were followed for 48 (range 2-172) months; the estimated cumulative IPMN incidence was 46% (95% confidence interval, 28%-64%). In comparison with 442 control individuals, IPMNs in HRIs were more likely to grow ≥2.5 mm/y (31% vs 7%; P < .001) and develop worrisome features (32% vs 19%; P = .010). PV carriers with IPMNs more often displayed neoplastic progression (n = 3 [11%] vs n = 6 [1%]; P = .011), while familial pancreatic cancer kindreds did not (n = 0 [0%]; P = 1.000). The malignancy risk in a PV carrier with an IPMN was 23% for growth rates ≥2.5 mm/y (n = 13), 30% for ≥5 mm/y (n = 10), and 60% for ≥10 mm/y (n = 5). CONCLUSIONS The cumulative incidence of IPMNs in HRIs is higher than previously reported in the general population. Compared with sporadic IPMNs, they have an increased growth rate. PV carriers with IPMNs are suggested to be at a higher malignancy risk. Intensive follow-up should be considered for PV carriers with an IPMN growing ≥2.5 mm/y, and surgical resection for those growing ≥5 mm/y.
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Affiliation(s)
- Kasper A Overbeek
- Department of Gastroenterology and Hepatology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - Brechtje D M Koopmann
- Department of Gastroenterology and Hepatology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Iris J M Levink
- Department of Gastroenterology and Hepatology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Matteo Tacelli
- Pancreato-Biliary Endoscopy and Endoscopic Ultrasound, Pancreas Translational and Clinical Research Centre, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Nicole S Erler
- Department of Biostatistics, Erasmus University Medical Center, Rotterdam, the Netherlands; Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Paolo Giorgio Arcidiacono
- Pancreato-Biliary Endoscopy and Endoscopic Ultrasound, Pancreas Translational and Clinical Research Centre, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Margreet G E Ausems
- Division Laboratories, Pharmacy and Biomedical Genetics, Department of Genetics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Anja Wagner
- Department of Clinical Genetics, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Casper H van Eijck
- Department of Surgery, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Olivier R Busch
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Marc G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Manon van der Vlugt
- Department of Gastroenterology & Hepatology, Amsterdam UMC, Amsterdam Gastroenterology Endocrinology & Metabolism, University of Amsterdam, Amsterdam, the Netherlands
| | - Lydi M J W van Driel
- Department of Gastroenterology and Hepatology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Paul Fockens
- Department of Gastroenterology & Hepatology, Amsterdam UMC, Amsterdam Gastroenterology Endocrinology & Metabolism, University of Amsterdam, Amsterdam, the Netherlands
| | - Frank P Vleggaar
- Department of Gastroenterology and Hepatology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jan-Werner Poley
- Department of Gastroenterology and Hepatology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Gabriele Capurso
- Pancreato-Biliary Endoscopy and Endoscopic Ultrasound, Pancreas Translational and Clinical Research Centre, IRCCS San Raffaele Scientific Institute, Milan, Italy; Digestive and Liver Disease Unit, Sant'Andrea Hospital, Rome, Italy
| | - Djuna L Cahen
- Department of Gastroenterology and Hepatology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Marco J Bruno
- Department of Gastroenterology and Hepatology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
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Paiella S, Secchettin E, Lionetto G, Archibugi L, Azzolina D, Casciani F, Simeone DM, Overbeek KA, Goggins M, Farrell J, Ponz de Leon Pisani R, Tridenti M, Corciulo MA, Malleo G, Arcidiacono PG, Falconi M, Gregori D, Bassi C, Salvia R, Capurso G. Surveillance of Individuals at High Risk of Developing Pancreatic Cancer: A Prevalence Meta-analysis to Estimate the Rate of Low-yield Surgery. Ann Surg 2024; 279:37-44. [PMID: 37681303 DOI: 10.1097/sla.0000000000006094] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
OBJECTIVE To quantify the rate of low-yield surgery, defined as no high-grade dysplastic precursor lesions or T1N0M0 pancreatic cancer at pathology, during pancreatic cancer surveillance. BACKGROUND Global efforts have been made in pancreatic cancer surveillance to anticipate the diagnosis of pancreatic cancer at an early stage and improve survival in high-risk individuals (HRIs) with a hereditary predisposition. The negative impact of pancreatic cancer surveillance when surgery is performed for low-grade dysplasia or a non-neoplastic condition is not well quantified. MATERIALS AND METHODS A systematic search and prevalence meta-analysis was performed for studies reporting surgery with final diagnoses other than those defined by the Cancer of the Pancreas Screening (CAPS) goals from January 2000 to July 2023. The secondary outcome was the pooled proportion of final diagnoses matching the CAPS goals (PROSPERO: #CRD42022300408). RESULTS Twenty-three articles with 5027 patients (median 109 patients/study, interquartile range 251) were included. The pooled prevalence of low-yield surgery was 2.1% (95% CI: 0.9-3.7, I2 : 83%). In the subgroup analysis, this prevalence was nonsignificantly higher in studies that only included familial pancreatic cancer subjects without known pathogenic variants, compared with those enrolling pathogenic variant carriers. No effect modifiers were found. Overall, the pooled prevalence of subjects under surveillance who had a pancreatic resection that contained target lesions was 0.8% (95% CI, 0.3-1.5, I2 : 24%]. The temporal analysis showed that the rate of low-yield surgeries decreased in the last decades and stabilized at around 1% (test for subgroup differences P <0.01). CONCLUSIONS The risk of "low-yield" surgery during pancreatic cancer surveillance is relatively low but should be thoroughly discussed with individuals under surveillance.
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Affiliation(s)
- Salvatore Paiella
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | - Erica Secchettin
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | - Gabriella Lionetto
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | - Livia Archibugi
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute IRCCS, Vita Salute San Raffaele University, Milan, Italy
| | - Danila Azzolina
- Department of Environmental and Preventive Science, University of Ferrara, Ferrara, Italy
| | - Fabio Casciani
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | - Diane M Simeone
- Department of Surgery, New York University, New York, NY
- Perlmutter Cancer Center, New York University, New York, NY
| | - Kasper A Overbeek
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Michael Goggins
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, MD
- Department of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, MD
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, MD
| | - James Farrell
- Yale Center for Pancreatic Disease, Yale University School of Medicine, New Haven, CT
| | - Ruggero Ponz de Leon Pisani
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute IRCCS, Vita Salute San Raffaele University, Milan, Italy
| | - Maddalena Tridenti
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute IRCCS, Vita Salute San Raffaele University, Milan, Italy
| | - Maria Assunta Corciulo
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova, Italy
| | - Giuseppe Malleo
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | - Paolo Giorgio Arcidiacono
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute IRCCS, Vita Salute San Raffaele University, Milan, Italy
| | - Massimo Falconi
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy
- Pancreatic Surgery and Transplantation Unit, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Dario Gregori
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova, Italy
| | - Claudio Bassi
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | - Roberto Salvia
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | - Gabriele Capurso
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute IRCCS, Vita Salute San Raffaele University, Milan, Italy
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Wu BU, Chen Q, Moon BH, Lustigova E, Nielsen EG, Alvarado M, Ahmed SA. Association of Glycated Hemoglobin With a Risk of Pancreatic Cancer in High-Risk Individuals Based on Genetic and Family History. Clin Transl Gastroenterol 2024; 15:e00650. [PMID: 37800692 PMCID: PMC10810597 DOI: 10.14309/ctg.0000000000000650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 09/21/2023] [Indexed: 10/07/2023] Open
Abstract
INTRODUCTION Screening for pancreatic cancer (PC) is suggested for high-risk individuals. Additional risk factors may enhance early detection in this population. METHODS Retrospective cohort study among patients with germline variants and/or familial pancreatic cancer in an integrated healthcare system between 2003 and 2019. We calculated the incidence rate (IR) by risk category and performed a nested case-control study to evaluate the relationship between HbA1C and PC within 3 years before diagnosis (cases) or match date (controls). Cases were matched 1:4 by age, sex, and timing of HbA1c. Logistic regression was performed to assess an independent association with PC. RESULTS We identified 5,931 high-risk individuals: 1,175(19.8%) familial PC, 45(0.8%) high-risk germline variants ( STK11, CDKN2A ), 4,097(69.1%) had other germline variants ( ATM, BRCA 1, BRCA 2, CASR, CDKN2A, CFTR, EPCAM, MLH1, MSH2, MSH6, PALB2, PRSS1, STK11, and TP53 ), and 614(10.4%) had both germline variants and family history. Sixty-eight patients (1.1%) developed PC; 50% were metastatic at diagnosis. High-risk variant was associated with greatest risk of PC, IR = 85.1(95% confidence interval: 36.7-197.6)/10,000 person-years; other germline variants and first-degree relative had IR = 33 (18.4, 59.3), whereas IR among ≥2 first-degree relative alone was 10.7 (6.1, 18.8). HbA1c was significantly higher among cases vs controls (median = 7.0% vs 6.4%, P = 0.02). In multivariable analysis, every 1% increase in HbA1c was associated with 36% increase in odds of PC (odds ratio 1.36, 95% confidence interval: 1.08-1.72). Pancreatitis was independently associated with a risk of PC (odds ratio 3.93, 95% confidence limit 1.19, 12.91). DISCUSSION Risk of PC varies among high-risk individuals. HbA1c and history of pancreatitis may be useful additional markers for early detection in this patient population.
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Affiliation(s)
- Bechien U. Wu
- Center for Pancreatic Care, Division of Gastroenterology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California, USA;
| | - Qiaoling Chen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA;
| | - Becky H. Moon
- Center for Pancreatic Care, Division of Gastroenterology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California, USA;
| | - Eva Lustigova
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA;
| | - Erin G. Nielsen
- Department of Genetics, Southern California Medical Group, Pasadena, California, USA;
| | - Monica Alvarado
- Department of Genetics, Southern California Medical Group, Pasadena, California, USA;
| | - Syed A. Ahmed
- Department of Genetics, Kaiser Permanente Riverside Medical Center, Riverside, California, USA
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111
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Del Chiaro M, Sugawara T, Karam SD, Messersmith WA. Advances in the management of pancreatic cancer. BMJ 2023; 383:e073995. [PMID: 38164628 DOI: 10.1136/bmj-2022-073995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
Pancreatic cancer remains among the malignancies with the worst outcomes. Survival has been improving, but at a slower rate than other cancers. Multimodal treatment, including chemotherapy, surgical resection, and radiotherapy, has been under investigation for many years. Because of the anatomical characteristics of the pancreas, more emphasis on treatment selection has been placed on local extension into major vessels. Recently, the development of more effective treatment regimens has opened up new treatment strategies, but urgent research questions have also become apparent. This review outlines the current management of pancreatic cancer, and the recent advances in its treatment. The review discusses future treatment pathways aimed at integrating novel findings of translational and clinical research.
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Affiliation(s)
- Marco Del Chiaro
- Division of Surgical Oncology, Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA
- University of Colorado Cancer Center, University of Colorado School of Medicine, Aurora, CO, USA
| | - Toshitaka Sugawara
- Division of Surgical Oncology, Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA
- Department of Hepatobiliary and Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Sana D Karam
- University of Colorado Cancer Center, University of Colorado School of Medicine, Aurora, CO, USA
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Wells A Messersmith
- University of Colorado Cancer Center, University of Colorado School of Medicine, Aurora, CO, USA
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
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112
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Sirtl S, Vornhülz M, Hofmann FO, Mayerle J, Beyer G. [Pancreatic cancer-screening or surveillance?]. RADIOLOGIE (HEIDELBERG, GERMANY) 2023; 63:908-915. [PMID: 37878016 DOI: 10.1007/s00117-023-01227-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2023]
Abstract
BACKGROUND Despite continuous improvement of diagnostic and therapeutic procedures, the number of new pancreatic ductal adenocarcinoma (PDAC) cases diagnosed annually almost equals the number of PDAC-related deaths. Prerequisite for curative treatment is a resectable tumor at the time of diagnosis. Individuals with genetic and/or familial risk profiles should therefore be screened and included in structured surveillance programs. OBJECTIVES Description of the status quo and usefulness of current PDAC screening and surveillance concepts. METHODS A selective literature search of current national and international guidelines including underlying literature was performed. RESULTS Nearly half of pancreatic cancer cases are missed by currently available surveillance programs, even in high-risk cohorts. Magnetic resonance imaging and endoscopic ultrasound supplemented by CA19‑9 (± HbA1c) are not accurate enough to ensure robust earlier pancreatic cancer detection. Complementary biomarker panels will take on a crucial diagnostic role in the future.
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Affiliation(s)
- Simon Sirtl
- Medizinische Klinik und Poliklinik II, LMU Klinikum, 81377, München, Deutschland.
| | - Marlies Vornhülz
- Medizinische Klinik und Poliklinik II, LMU Klinikum, 81377, München, Deutschland
| | - Felix O Hofmann
- Klinik für Allgemein‑, Viszeral- und Transplantationschirurgie, LMU Klinikum, München, Deutschland
| | - Julia Mayerle
- Medizinische Klinik und Poliklinik II, LMU Klinikum, 81377, München, Deutschland.
| | - Georg Beyer
- Medizinische Klinik und Poliklinik II, LMU Klinikum, 81377, München, Deutschland
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113
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Koopmann BDM, Dunnewind N, van Duuren LA, Lansdorp-Vogelaar I, Naber SK, Cahen DL, Bruno MJ, de Kok IMCM. The Natural Disease Course of Pancreatic Cyst-Associated Neoplasia, Dysplasia, and Ductal Adenocarcinoma: Results of a Microsimulation Model. Gastroenterology 2023; 165:1522-1532. [PMID: 37633497 DOI: 10.1053/j.gastro.2023.08.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 07/19/2023] [Accepted: 08/11/2023] [Indexed: 08/28/2023]
Abstract
BACKGROUND & AIMS Estimates on the progression of precursor lesions to pancreatic cancer (PC) are scarce. We used microsimulation modeling to gain insight into the natural disease course of PC and its precursors. This information is pivotal to explore the efficacy of PC screening. METHODS A Microsimulation Screening Analysis model was developed in which pancreatic intraepithelial neoplasms and cysts can evolve from low-grade dysplasia (LGD) to high-grade dysplasia (HGD) to PC. The model was calibrated to Dutch PC incidence data and Japanese precursor prevalence data (autopsy cases without PC) and provides estimates of PC progression (precursor lesion onset and stage duration). RESULTS Mean LGD state durations of cysts and pancreatic intraepithelial neoplasms were 15.8 years and 17.1 years, respectively. Mean HGD state duration was 5.8 years. For lesions that progress to PC, the mean duration was 4.8-4.9 years for LGD lesions and 4.0-4.1 years for HGD lesions. In 13.7% of individuals who developed PC, the HGD state lasted less than 1 year. The probability that an individual at age 50 years developed PC in the next 20 years was estimated to be 1.8% in the presence of any cyst and 6.1% in case of an LGD mucinous cyst. This 20-year PC risk was estimated to be 5.1% for individuals with an LGD pancreatic intraepithelial neoplasm. CONCLUSIONS Mean duration of HGD lesions before development of PC was estimated to be 4.0 years. This implies a window of opportunity for screening, presuming the availability of a reliable diagnostic test. The probability that an LGD cyst will progress to cancer was predicted to be low.
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Affiliation(s)
- Brechtje D M Koopmann
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Gastroenterology and Hepatology, Erasmus Medical Center, Rotterdam, The Netherlands.
| | - Niels Dunnewind
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Luuk A van Duuren
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Steffie K Naber
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Djuna L Cahen
- Department of Gastroenterology and Hepatology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Marco J Bruno
- Department of Gastroenterology and Hepatology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Inge M C M de Kok
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
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114
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Jia K, Kundrot S, Palchuk MB, Warnick J, Haapala K, Kaplan ID, Rinard M, Appelbaum L. A pancreatic cancer risk prediction model (Prism) developed and validated on large-scale US clinical data. EBioMedicine 2023; 98:104888. [PMID: 38007948 PMCID: PMC10755107 DOI: 10.1016/j.ebiom.2023.104888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 11/03/2023] [Accepted: 11/10/2023] [Indexed: 11/28/2023] Open
Abstract
BACKGROUND Pancreatic Duct Adenocarcinoma (PDAC) screening can enable early-stage disease detection and long-term survival. Current guidelines use inherited predisposition, with about 10% of PDAC cases eligible for screening. Using Electronic Health Record (EHR) data from a multi-institutional federated network, we developed and validated a PDAC RISk Model (Prism) for the general US population to extend early PDAC detection. METHODS Neural Network (PrismNN) and Logistic Regression (PrismLR) were developed using EHR data from 55 US Health Care Organisations (HCOs) to predict PDAC risk 6-18 months before diagnosis for patients 40 years or older. Model performance was assessed using Area Under the Curve (AUC) and calibration plots. Models were internal-externally validated by geographic location, race, and time. Simulated model deployment evaluated Standardised Incidence Ratio (SIR) and other metrics. FINDINGS With 35,387 PDAC cases, 1,500,081 controls, and 87 features per patient, PrismNN obtained a test AUC of 0.826 (95% CI: 0.824-0.828) (PrismLR: 0.800 (95% CI: 0.798-0.802)). PrismNN's average internal-external validation AUCs were 0.740 for locations, 0.828 for races, and 0.789 (95% CI: 0.762-0.816) for time. At SIR = 5.10 (exceeding the current screening inclusion threshold) in simulated model deployment, PrismNN sensitivity was 35.9% (specificity 95.3%). INTERPRETATION Prism models demonstrated good accuracy and generalizability across diverse populations. PrismNN could find 3.5 times more cases at comparable risk than current screening guidelines. The small number of features provided a basis for model interpretation. Integration with the federated network provided data from a large, heterogeneous patient population and a pathway to future clinical deployment. FUNDING Prevent Cancer Foundation, TriNetX, Boeing, DARPA, NSF, and Aarno Labs.
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Affiliation(s)
- Kai Jia
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
| | | | | | | | | | - Irving D Kaplan
- Beth Israel Deaconess Medical Center, Boston, MA, 02215, USA.
| | - Martin Rinard
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
| | - Limor Appelbaum
- Beth Israel Deaconess Medical Center, Boston, MA, 02215, USA.
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115
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Cao K, Xia Y, Yao J, Han X, Lambert L, Zhang T, Tang W, Jin G, Jiang H, Fang X, Nogues I, Li X, Guo W, Wang Y, Fang W, Qiu M, Hou Y, Kovarnik T, Vocka M, Lu Y, Chen Y, Chen X, Liu Z, Zhou J, Xie C, Zhang R, Lu H, Hager GD, Yuille AL, Lu L, Shao C, Shi Y, Zhang Q, Liang T, Zhang L, Lu J. Large-scale pancreatic cancer detection via non-contrast CT and deep learning. Nat Med 2023; 29:3033-3043. [PMID: 37985692 PMCID: PMC10719100 DOI: 10.1038/s41591-023-02640-w] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 10/12/2023] [Indexed: 11/22/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC), the most deadly solid malignancy, is typically detected late and at an inoperable stage. Early or incidental detection is associated with prolonged survival, but screening asymptomatic individuals for PDAC using a single test remains unfeasible due to the low prevalence and potential harms of false positives. Non-contrast computed tomography (CT), routinely performed for clinical indications, offers the potential for large-scale screening, however, identification of PDAC using non-contrast CT has long been considered impossible. Here, we develop a deep learning approach, pancreatic cancer detection with artificial intelligence (PANDA), that can detect and classify pancreatic lesions with high accuracy via non-contrast CT. PANDA is trained on a dataset of 3,208 patients from a single center. PANDA achieves an area under the receiver operating characteristic curve (AUC) of 0.986-0.996 for lesion detection in a multicenter validation involving 6,239 patients across 10 centers, outperforms the mean radiologist performance by 34.1% in sensitivity and 6.3% in specificity for PDAC identification, and achieves a sensitivity of 92.9% and specificity of 99.9% for lesion detection in a real-world multi-scenario validation consisting of 20,530 consecutive patients. Notably, PANDA utilized with non-contrast CT shows non-inferiority to radiology reports (using contrast-enhanced CT) in the differentiation of common pancreatic lesion subtypes. PANDA could potentially serve as a new tool for large-scale pancreatic cancer screening.
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Affiliation(s)
- Kai Cao
- Department of Radiology, Shanghai Institution of Pancreatic Disease, Shanghai, China
| | - Yingda Xia
- DAMO Academy, Alibaba Group, New York, NY, USA
| | - Jiawen Yao
- Hupan Laboratory, Hangzhou, China
- Damo Academy, Alibaba Group, Hangzhou, China
| | - Xu Han
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital of Zhejiang University, Hangzhou, China
| | - Lukas Lambert
- Department of Radiology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Tingting Zhang
- Department of Radiology, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wei Tang
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Gang Jin
- Department of Surgery, Shanghai Institution of Pancreatic Disease, Shanghai, China
| | - Hui Jiang
- Department of Pathology, Shanghai Institution of Pancreatic Disease, Shanghai, China
| | - Xu Fang
- Department of Radiology, Shanghai Institution of Pancreatic Disease, Shanghai, China
| | - Isabella Nogues
- Department of Biostatistics, Harvard University T.H. Chan School of Public Health, Cambridge, MA, USA
| | - Xuezhou Li
- Department of Radiology, Shanghai Institution of Pancreatic Disease, Shanghai, China
| | - Wenchao Guo
- Hupan Laboratory, Hangzhou, China
- Damo Academy, Alibaba Group, Hangzhou, China
| | - Yu Wang
- Hupan Laboratory, Hangzhou, China
- Damo Academy, Alibaba Group, Hangzhou, China
| | - Wei Fang
- Hupan Laboratory, Hangzhou, China
- Damo Academy, Alibaba Group, Hangzhou, China
| | - Mingyan Qiu
- Hupan Laboratory, Hangzhou, China
- Damo Academy, Alibaba Group, Hangzhou, China
| | - Yang Hou
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Tomas Kovarnik
- Department of Invasive Cardiology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Michal Vocka
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Yimei Lu
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yingli Chen
- Department of Surgery, Shanghai Institution of Pancreatic Disease, Shanghai, China
| | - Xin Chen
- Department of Radiology, Guangdong Provincial People's Hospital, Guangzhou, China
| | - Zaiyi Liu
- Department of Radiology, Guangdong Provincial People's Hospital, Guangzhou, China
| | - Jian Zhou
- Department of Radiology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Chuanmiao Xie
- Department of Radiology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Rong Zhang
- Department of Radiology, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Hong Lu
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Gregory D Hager
- Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA
| | - Alan L Yuille
- Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA
| | - Le Lu
- DAMO Academy, Alibaba Group, New York, NY, USA
| | - Chengwei Shao
- Department of Radiology, Shanghai Institution of Pancreatic Disease, Shanghai, China.
| | - Yu Shi
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Qi Zhang
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital of Zhejiang University, Hangzhou, China.
| | - Tingbo Liang
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital of Zhejiang University, Hangzhou, China.
| | - Ling Zhang
- DAMO Academy, Alibaba Group, New York, NY, USA.
| | - Jianping Lu
- Department of Radiology, Shanghai Institution of Pancreatic Disease, Shanghai, China.
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Capurso G, Tacelli M, Vanella G, Ponz de Leon Pisani R, Dell'Anna G, Abati M, Mele R, Lauri G, Panaitescu A, Nunziata R, Zaccari P, Archibugi L, Arcidiacono PG. Managing complications of chronic pancreatitis: a guide for the gastroenterologist. Expert Rev Gastroenterol Hepatol 2023; 17:1267-1283. [PMID: 38093702 DOI: 10.1080/17474124.2023.2295498] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 12/08/2023] [Indexed: 12/19/2023]
Abstract
INTRODUCTION Chronic pancreatitis is a heterogeneous and complex syndrome that, in most cases, causes pain as a cardinal symptom and affects both the morphology and function of the pancreas, leading to several serious complications. AREAS COVERED The present review, based on a non-systematic PubMed search updated to June 2023, aims to present the current available evidence on the role of gastroenterologists in the diagnosis and treatment of both local and systemic complications by either endoscopic or medical treatments. EXPERT OPINION At diagnosis and during chronic pancreatitis follow-up, particular care is needed to consider not only the clinically manifest signs and symptoms of the disease, such as pain, jaundice, gastrointestinal obstruction, and pseudocysts, which require multidisciplinary discussion to establish the best treatment option (endoscopic or surgical), but also less evident systemic complications. Pancreatic exocrine and endocrine insufficiency, together with chronic inflammation, addiction, and dysbiosis, contribute to malnutrition, sarcopenia, and osteopathy. These complications, in turn, increase the risk of infection, thromboembolic events, and death. Patients with chronic pancreatitis also have an increased risk of psychiatric disorders and pancreatic cancer onset. Overall, patients with chronic pancreatitis should receive a holistic evaluation, considering all these aspects, possibly through multidisciplinary care in dedicated expert centers.
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Affiliation(s)
- Gabriele Capurso
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Matteo Tacelli
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Giuseppe Vanella
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Ruggero Ponz de Leon Pisani
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Giuseppe Dell'Anna
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Martina Abati
- Nutrition Service, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Roberto Mele
- Nutrition Service, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Gaetano Lauri
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Afrodita Panaitescu
- Vita-Salute San Raffaele University, Milan, Italy
- Bucharest Clinical Emergency Hospital, Bucharest, Romania
| | - Rubino Nunziata
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Baronissi, Italy
| | - Piera Zaccari
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Livia Archibugi
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Paolo Giorgio Arcidiacono
- Pancreatobiliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
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117
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Möslein G. [Management of the Peutz-Jeghers Syndrome]. Zentralbl Chir 2023; 148:492-501. [PMID: 37669766 DOI: 10.1055/a-2109-3140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/07/2023]
Abstract
The current evidence to guide management of Peutz-Jeghers Syndrome (PJS) is sparse. Here we summarise the European guidelines that were published in 2021 by the EHTG (European Hereditary Tumour Group), extended with new evidence on some aspects of clinical management that have been generated since then. EHTG with this revised guideline has updated and extended their own previous expert opinion guideline from 2010. For this purpose, all published literature was systematically screened and the level of evidence determined by using the GRADE methodology (Grading of Recommendations Assessment. Development and Evaluation). This was followed by a Delphi process and the consensus for a statement was achieved if the voting committee reached ≥ 80% approval.The only other more recently published guidelines encountered only addressed the clinical management of gastrointestinal and pancreatic manifestations of PJS. These recommendations were reviewed and adopted, since no further relevant literature was identified in the systematic literature search. However, additional questions were identified and formulated into recommendations after following the described process. It may be stated that 10 years after the predecessor guideline, new evidence has been sparse. As with all rare diseases, a call for more collaborative studies must here be made in order to improve patient management by addressing open clinical questions and generating collaborative evidence with increased case numbers, both nationally and internationally. With the limited published evidence, these European guidelines are the most current reference for management of PJS patients.
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Affiliation(s)
- Gabriela Möslein
- Zentrum für Hereditäre Tumore, Ev. BETHESDA Krankenhaus zu Duisburg, Duisburg, Deutschland
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Warkentin S, Braunschweig TA, Jonigk D, Losen I, Cassataro MA, Kleines M. Detection of HHV-6 Virus in specimen of a ductal pancreatic adenocarcinoma with comparison in tumor and normal tissue. Diagn Pathol 2023; 18:124. [PMID: 37964347 PMCID: PMC10644576 DOI: 10.1186/s13000-023-01402-z] [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: 08/20/2023] [Accepted: 10/17/2023] [Indexed: 11/16/2023] Open
Abstract
AIMS The association of human herpesvirus 6 (HHV-6) species with pancreatic cancer is controversially discussed. The aim of this study was to further investigate the postulated association and to identify the basis of HHV-6 DNA positivity reported for pancreatic cancer tissue. METHODS All samples of patients with pancreatic cancer (cancer and surrounding tissue) were analyzed for presence of HHV-6 DNA by PCR and then selected cases by immunohistochemistry. RESULTS Sixty eight per cent (68% = 52/77) of all patients were HHV-6 DNA positive in any of the samples, 49% (38/77) were positive in tumor tissue. Specimens of just one patient were HHV-6A DNA positive, all other patients were positive for HHV-6B. Immunohistochemical analysis of HHV-6 DNA positive samples did not reveal any specific HHV-6B protein positive tumor cell. In contrast, supposed immune cells presented intra- and peritumorally expressed HHV-6B-protein. The cause of presence of these cells in the tumor stroma is unknown, as of yet. CONCLUSIONS HHV-6 DNA-positivity of pancreatic cancer tissue described by us and others is probably not due to the infection of pancreatic cells by HHV-6, but rather due to the migration of HHV-6 positive immune cells into the pancreas. Based on our data, we suppose that there is no direct evidence for HHV-6 as a causative agent of pancreatic cancer, but further in-depth studies (including investigation of immune status of patients) are necessary to make definitive conclusions.
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Affiliation(s)
| | | | - D Jonigk
- RWTH Aachen University DE, Aachen, Germany
| | - I Losen
- RWTH Aachen University DE, Aachen, Germany
| | | | - M Kleines
- RWTH Aachen University DE, Aachen, Germany.
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119
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Xu Z, Gu G. Cancer Risk of Peutz-Jeghers Syndrome and Treatment Experience: A Chinese Medical Center. Clin Colon Rectal Surg 2023; 36:406-414. [PMID: 37795464 PMCID: PMC10547534 DOI: 10.1055/s-0043-1767704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Abstract
Peutz-Jeghers syndrome (PJS), also known as hereditary mucocutaneous pigmented gastrointestinal polyposis, is a clinically rare autosomal dominant genetic disease, which falls into the category of hereditary colorectal cancer. There are ∼7,000 new cases of PJS in China every year, and 170,000 PJS patients may survive for a long time in society. PJS polyps are characterized by an early age of onset, difficult diagnosis and treatment, and easy recurrence. With repeated growth, polyps can lead to serious complications such as intestinal obstruction, intussusception, gastrointestinal bleeding, and cancerization, which cause serious clinical problems. Due to repeated hospitalization and endoscopic follow-up, PJS patients and their families suffer from great physical and mental pain and economic burden. With the in-depth understanding of PJS and the development and popularization of endoscopic techniques in the past decade, an integrated treatment modality based on endoscopy plus surgery has gradually become the preferred treatment in most hospitals, which greatly improves the quality of life of PJS patients. However, there is still a lack of effective drug prevention and cure means. In this paper, the current clinical treatment means for PJS polyps were summarized by literature review combined with the treatment experience of our medical center, with a focus on their clinical diagnosis, treatment, and cancer risk.
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Affiliation(s)
- Zuxin Xu
- Fifth Clinical College of Anhui Medical University, Air Force Clinical College of Anhui Medical University, Beijing, China
- Department of General Surgery, Air Force Medical Center, Beijing, China
| | - Guoli Gu
- Department of General Surgery, Air Force Medical Center, Beijing, China
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Luo W, Wang J, Chen H, Ye L, Qiu J, Liu Y, Wang R, Weng G, Liu T, Su D, Tao J, Ding C, You L, Zhang T. Epidemiology of pancreatic cancer: New version, new vision. Chin J Cancer Res 2023; 35:438-450. [PMID: 37969957 PMCID: PMC10643340 DOI: 10.21147/j.issn.1000-9604.2023.05.03] [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: 09/20/2023] [Accepted: 10/16/2023] [Indexed: 11/17/2023] Open
Abstract
Pancreatic cancer (PC) is a devastating malignancy with an extremely high mortality rate and poses significant challenges to healthcare systems worldwide. The prevalence of PC risk factors spiked over the years, leading to a global increase in PC incidence rates. The contribution of different risk factors, however, varied from region to region due to genetic predisposition, environmental, social, and political factors underlying disease prevalence in addition to public health strategies. This comprehensive review aims to provide a thorough analysis of the epidemiology of PC, discussing its incidence, risk factors, screening strategies and socioeconomic burden. We compiled a wide range of seminal studies as well as epidemiological investigations to serve this review as a comprehensive guide for researchers, healthcare professionals, and policymakers keen for a more profound understanding of PC epidemiology. This review highlights the essentiality of persistent research efforts, interdisciplinary collaboration, and public health initiatives to address the expanding burden of this malignancy.
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Affiliation(s)
- Wenhao Luo
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Jun Wang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Hao Chen
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Liyuan Ye
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Jiangdong Qiu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Yueze Liu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Ruobing Wang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Guihu Weng
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Tao Liu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Dan Su
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Jinxin Tao
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Chen Ding
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Lei You
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Taiping Zhang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
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Hinestrosa JP, Sears RC, Dhani H, Lewis JM, Schroeder G, Balcer HI, Keith D, Sheppard BC, Kurzrock R, Billings PR. Development of a blood-based extracellular vesicle classifier for detection of early-stage pancreatic ductal adenocarcinoma. COMMUNICATIONS MEDICINE 2023; 3:146. [PMID: 37857666 PMCID: PMC10587093 DOI: 10.1038/s43856-023-00351-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 08/24/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) has an overall 5-year survival rate of just 12.5% and thus is among the leading causes of cancer deaths. When detected at early stages, PDAC survival rates improve substantially. Testing high-risk patients can increase early-stage cancer detection; however, currently available liquid biopsy approaches lack high sensitivity and may not be easily accessible. METHODS Extracellular vesicles (EVs) were isolated from blood plasma that was collected from a training set of 650 patients (105 PDAC stages I and II, 545 controls). EV proteins were analyzed using a machine learning approach to determine which were the most informative to develop a classifier for early-stage PDAC. The classifier was tested on a validation cohort of 113 patients (30 PDAC stages I and II, 83 controls). RESULTS The training set demonstrates an AUC of 0.971 (95% CI = 0.953-0.986) with 93.3% sensitivity (95% CI: 86.9-96.7) at 91.0% specificity (95% CI: 88.3-93.1). The trained classifier is validated using an independent cohort (30 stage I and II cases, 83 controls) and achieves a sensitivity of 90.0% and a specificity of 92.8%. CONCLUSIONS Liquid biopsy using EVs may provide unique or complementary information that improves early PDAC and other cancer detection. EV protein determinations herein demonstrate that the AC Electrokinetics (ACE) method of EV enrichment provides early-stage detection of cancer distinct from normal or pancreatitis controls.
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Affiliation(s)
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Brenden-Colson Center for Pancreatic Cancer, Knight Cancer Institute, Oregon Health and Sciences University, Portland, OR, USA
| | | | | | | | | | - Dove Keith
- Brenden-Colson Center for Pancreatic Cancer, Knight Cancer Institute, Oregon Health and Sciences University, Portland, OR, USA
| | - Brett C Sheppard
- Brenden-Colson Center for Pancreatic Cancer, Knight Cancer Institute, Oregon Health and Sciences University, Portland, OR, USA
| | - Razelle Kurzrock
- Medical College of Wisconsin, Milwaukee, WI, USA
- Worldwide Innovative Network for Personalized Cancer Medicine, Chevilly-Larue, France
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Dbouk M, Abe T, Koi C, Ando Y, Saba H, Abou Diwan E, MacGregor-Das A, Blackford AL, Mocci E, Beierl K, Dbouk A, He J, Burkhart R, Lennon AM, Sokoll L, Canto MI, Eshleman JR, Goggins M. Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19-9 Reference Ranges. Clin Cancer Res 2023; 29:4178-4185. [PMID: 37566230 PMCID: PMC10570677 DOI: 10.1158/1078-0432.ccr-23-0655] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 05/25/2023] [Accepted: 08/08/2023] [Indexed: 08/12/2023]
Abstract
PURPOSE CA19-9 synthesis is influenced by common variants in the fucosyltransferase (FUT) enzymes FUT3 and FUT2. We developed a clinical test to detect FUT variants, and evaluated its diagnostic performance for pancreatic ductal adenocarcinoma (PDAC). EXPERIMENTAL DESIGN A representative set of controls from the Cancer of the Pancreas Screening study was identified for each FUT functional group. Diagnostic sensitivity was determined first in a testing set of 234 PDAC cases, followed by a 134-case validation set, all of whom had undergone resection with curative intent without neoadjuvant therapy. Tumor marker gene testing was performed in the Johns Hopkins Molecular Diagnostics Laboratory. CA19-9 levels were measured in the Hopkins Clinical Chemistry lab. Receiver operating characteristic (ROC) curve analysis was used to evaluate the discriminative ability of CA19-9 alone versus with the gene test. RESULTS Applying the CA19-9 standard cutoff (<36 U/mL) to all 716 subjects yielded a 68.8% sensitivity in the test set of cases, 67.2% in the validation set, at 91.4% specificity. Applying 99th percentile cutoffs according to each individual's FUT group (3, 34.9, 41.8, and 89.2, for the FUT3-null, FUT-low, FUT-intermediate, and FUT-high groups, respectively) yielded a diagnostic sensitivity for CA19-9 in the first set of cases of 66.7%, 65.7% in the validation set, at 98.9% specificity. ROC analysis for CA19-9 alone yielded an AUC of 0.84; with the tumor marker gene test, AUC improved to 0.92 (P < 0.001). CONCLUSIONS Using a tumor marker gene test to personalize an individual's CA19-9 reference range significantly improves diagnostic accuracy.
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Affiliation(s)
- Mohamad Dbouk
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Toshiya Abe
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Chiho Koi
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Yohei Ando
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Helena Saba
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Elizabeth Abou Diwan
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Anne MacGregor-Das
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Amanda L. Blackford
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Evelina Mocci
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Katie Beierl
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Ali Dbouk
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Jin He
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Richard Burkhart
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Anne Marie Lennon
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Lori Sokoll
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Marcia Irene Canto
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - James R. Eshleman
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Michael Goggins
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
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Vitali F, Zundler S, Jesper D, Strobel D, Wildner D, de Pretis N, Frulloni L, Crinó SF, Neurath MF. Endoscopic Ultrasound in Pancreatology: Focus on Inflammatory Diseases and Interventions. Visc Med 2023; 39:131-139. [PMID: 37899796 PMCID: PMC10601533 DOI: 10.1159/000533433] [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: 06/05/2023] [Accepted: 08/03/2023] [Indexed: 10/31/2023] Open
Abstract
Background Endoscopic ultrasound (EUS) is a main tool in pancreatology for both diagnosis and therapy. It allows minimally invasive differentiation of various diseases, with a minimal degree of inflammation or anatomic variations. EUS also enables interventional direct access to the pancreatic parenchyma and the retroperitoneal space, the pancreatic duct, the pancreatic masses, cysts, vascular structures for diagnostic and therapeutic purposes. Summary This review aimed to summarize the new developments of EUS in the field of pancreatology, with special interest on inflammation and interventions. EUS enables way to perform pseudocyst drainage, necrosectomy, transenteral drainage and transenteric access of the main pancreatic duct, or the direct visualization or therapy of vascular structures adjacent to the pancreas. Key Messages EUS has a deep impact on pancreatology, and the development of new diagnostic and interventional approaches to the retroperitoneal space and the pancreas has increased in the last years exponentially, allowing minimal invasive diagnostics and therapy and avoiding surgery and percutaneous therapy.
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Affiliation(s)
- Francesco Vitali
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Sebastian Zundler
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Daniel Jesper
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Deike Strobel
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Dane Wildner
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Nicoló de Pretis
- Gastroenterology and Digestive Endoscopy Unit, The Pancreas Institute, G.B. Rossi University Hospital, Verona, Italy
| | - Luca Frulloni
- Gastroenterology and Digestive Endoscopy Unit, The Pancreas Institute, G.B. Rossi University Hospital, Verona, Italy
| | - Stefano Francesco Crinó
- Gastroenterology and Digestive Endoscopy Unit, The Pancreas Institute, G.B. Rossi University Hospital, Verona, Italy
| | - Markus F. Neurath
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
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Kayali S, Marabotto E, Giannini E. Gastrointestinal Tract Cancers, an Increasing Burden of the Modern Era: Epidemiology and Prevention. Cancers (Basel) 2023; 15:4634. [PMID: 37760605 PMCID: PMC10527399 DOI: 10.3390/cancers15184634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023] Open
Abstract
Gastrointestinal tract cancers, including oral, oesophageal, stomach, liver, pancreas, and colorectal cancers, represent a significant worldwide health concern [...].
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Affiliation(s)
- Stefano Kayali
- Gastroenterology Unit, Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino, University of Genoa, 16132 Genoa, Italy; (E.M.); (E.G.)
- Department of Medicine and Surgery, University of Parma, 43121 Parma, Italy
| | - Elisa Marabotto
- Gastroenterology Unit, Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino, University of Genoa, 16132 Genoa, Italy; (E.M.); (E.G.)
| | - Edoardo Giannini
- Gastroenterology Unit, Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino, University of Genoa, 16132 Genoa, Italy; (E.M.); (E.G.)
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125
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Lowe T, DeLuca J, Abenavoli L, Boccuto L. Familial pancreatic cancer: a case study and review of the psychosocial effects of diagnoses on families. Hered Cancer Clin Pract 2023; 21:17. [PMID: 37684686 PMCID: PMC10492294 DOI: 10.1186/s13053-023-00261-5] [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: 05/09/2023] [Accepted: 08/30/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND Familial pancreatic cancer touches families through a genetic susceptibility to developing this neoplasia. Genetic susceptibility is assessed via family history, genetic testing, or both. Individuals with two or more first-degree relatives or three or more relatives of any degree diagnosed with pancreatic cancer are considered at elevated risk. Following a diagnosis of familial pancreatic cancer, patients and families face uncertainty and anxiety about the future. Psychosocial effects of a pancreatic cancer diagnosis on families include fear, concerns about personal health, and how lifestyle may impact the risk of developing pancreatic cancer. CASE PRESENTATION A 66-year-old male was diagnosed with pancreatic ductal adenocarcinoma stage IIB, T3, N1, M0. A genetic referral was made due to a history of multiple cases of pancreatic cancer within the patient's family. Genetic testing revealed the patient had a pathogenic variant in the ATM gene that is associated with an increased risk for pancreatic cancer development. The patient's one adult child was offered testing due to the autosomal dominant pattern of inheritance for this variant. The adult child was found to have the same pathogenic variant. She expressed fear for her future and her child's future health and longevity. Discussing a case study allows us to capture the multi-faceted relationship between the disease, the affected individuals, and their families. Examining the psychosocial stresses and concerns when there is a pancreatic cancer diagnosis in the family is essential to provide holistic care to patients and families. CONCLUSIONS The psychosocial effects of FPC may be overwhelming for patients and families. Healthcare providers can offer education, support, and referrals to appropriate services to help families cope through stages of evaluation, diagnosis, and treatment of FPC.
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Affiliation(s)
- Tracy Lowe
- School of Nursing, Clemson University, Clemson, SC, 29634, USA.
- , Clemson, USA.
| | - Jane DeLuca
- School of Nursing, Clemson University, Clemson, SC, 29634, USA
| | - Ludovico Abenavoli
- Gastroenterology, Department of Health Sciences, University Magna Graecia, 88100, Catanzaro, Italy
| | - Luigi Boccuto
- School of Nursing, Clemson University, Clemson, SC, 29634, USA
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Lucas AL, Fu Y, Labiner AJ, Dimaio CJ, Sethi A, Kastrinos F. Frequent Abnormal Pancreas Imaging in Patients With Pathogenic ATM, BRCA1, BRCA2, and PALB2 Breast Cancer Susceptibility Variants. Clin Gastroenterol Hepatol 2023; 21:2686-2688.e2. [PMID: 36087707 DOI: 10.1016/j.cgh.2022.08.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 08/25/2022] [Accepted: 08/29/2022] [Indexed: 12/14/2022]
Affiliation(s)
- Aimee L Lucas
- Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York; Samuel Bronfman Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
| | - Yichun Fu
- Samuel Bronfman Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Arielle J Labiner
- Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York
| | | | - Amrita Sethi
- Division of Digestive and Liver Diseases, Columbia University Irving Medical Cancer and the Vagelos College of Physicians and Surgeons, New York, New York; Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, New York
| | - Fay Kastrinos
- Division of Digestive and Liver Diseases, Columbia University Irving Medical Cancer and the Vagelos College of Physicians and Surgeons, New York, New York; Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, New York
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Karstensen JG, Bülow S, Højen H, Jelsig AM, Jespersen N, Andersen KK, Wewer MD, Burisch J, Pommergaard HC. Cancer in Patients With Familial Adenomatous Polyposis: A Nationwide Danish Cohort Study With Matched Controls. Gastroenterology 2023; 165:573-581.e3. [PMID: 37201686 DOI: 10.1053/j.gastro.2023.05.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 04/25/2023] [Accepted: 05/02/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND & AIMS Familial adenomatous polyposis (FAP) is a hereditary disorder that predisposes patients to colorectal cancer (CRC). Prophylactic colectomy has greatly reduced the risk of CRC. However, new associations between FAP and the risk of other cancers have subsequently emerged. In this study, we assessed the risk of specific primary and secondary cancers among patients with FAP compared with matched controls. METHODS All known patients with FAP up until April 2021 were identified in the nationwide Danish Polyposis Register and paired with 4 unique controls matched by birth year, sex, and postal code. The risk of overall cancers, specific cancer types, and risk of a second primary cancer was assessed and compared with controls. RESULTS The analysis included 565 patients with FAP and 1890 controls. The overall risk of cancer was significantly higher for patients with FAP than for controls (hazard ratio [HR], 4.12; 95% confidence interval [CI], 3.28-5.17; P < .001). The increased risk was mainly due to CRC (HR, 4.61; 95% CI, 2.58-8.22; P < .001), pancreatic cancer (HR, 6.45; 95% CI, 2.02-20.64; P = .002), and duodenal/small-bowel cancer (HR, 14.49; 95% CI, 1.76-119.47; P = .013), whereas no significant difference was observed for gastric cancer (HR, 3.29; 95% CI, 0.53-20.23; P = .20). Furthermore, the risk of a second primary cancer was significantly higher for patients with FAP (HR, 1.89; 95% CI, 1.02-3.50; P = .042). Between 1980 and 2020, the risk of cancer among patients with FAP decreased by ∼50%. CONCLUSIONS Despite an absolute reduction in the risk of developing cancer among patients with FAP, the risk remained significantly higher than for the background population due to colorectal, pancreatic, and duodenal/small-bowel cancers.
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Affiliation(s)
- John Gásdal Karstensen
- Danish Polyposis Register, Gastro Unit, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.
| | - Steffen Bülow
- Danish Polyposis Register, Gastro Unit, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
| | - Helle Højen
- Danish Polyposis Register, Gastro Unit, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
| | - Anne Marie Jelsig
- Department of Clinical Genetics, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Niels Jespersen
- Danish Polyposis Register, Gastro Unit, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
| | | | - Mads Damsgaard Wewer
- Danish Polyposis Register, Gastro Unit, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark; Gastro Unit, Medical Division, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
| | - Johan Burisch
- Danish Polyposis Register, Gastro Unit, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark; Gastro Unit, Medical Division, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
| | - Hans Christian Pommergaard
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark; Department of Surgery and Transplantation, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
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Lowe T, Deluca J, Abenavoli L, Boccuto L. Pancreatic Cancer and the Family Connection: The Role of Advanced Practitioners in Screening and Educating Genetically At-Risk Individuals. J Adv Pract Oncol 2023; 14:533-539. [PMID: 37808070 PMCID: PMC10558018 DOI: 10.6004/jadpro.2023.14.6.6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2023] Open
Abstract
Pancreatic cancer is the third leading cause of cancer deaths in the United States. It has a 95% mortality rate within 5 years of the initial diagnosis. Pancreatic ductal adenocarcinoma is the most commonly diagnosed histotype. The average age at diagnosis is 70 years. Familial forms of pancreatic cancer have been associated with pathogenic variants in predisposing genes, including ATM, BRCA1, BRCA2, PALB2, CDKN2A, STK11, MLH1, and MSH2. Collecting information on the patient's family history may serve as a primary tool to screen an individual's risk for familial pancreatic cancer. More advanced screening options for individuals at risk include endoscopic ultrasonography, magnetic resonance imaging, and magnetic resonance cholangiopancreatography. Due to pancreatic cancer's high mortality rate, routine screening of individuals at risk for developing familial pancreatic cancer may result in early diagnosis and improved survivability. This review aims to characterize the genetic risk factors associated with pancreatic cancer and recognize available screening options for at-risk individuals.
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Affiliation(s)
- Tracy Lowe
- From School of Nursing, Clemson University, Clemson, South Carolina, USA
| | - Jane Deluca
- From School of Nursing, Clemson University, Clemson, South Carolina, USA
| | - Ludovico Abenavoli
- Department of Health Sciences, University Magna Graecia, Catanzaro, Italy
| | - Luigi Boccuto
- From School of Nursing, Clemson University, Clemson, South Carolina, USA
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Katona BW, Worthington C, Clay D, Cincotta H, Ahmad NA, Ginsberg GG, Kochman ML, Brand RE. Outcomes of the IMMray PanCan-d Test in High-Risk Individuals Undergoing Pancreatic Surveillance: Pragmatic Data and Lessons Learned. JCO Precis Oncol 2023; 7:e2300445. [PMID: 37883920 DOI: 10.1200/po.23.00445] [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: 08/16/2023] [Revised: 08/30/2023] [Accepted: 09/05/2023] [Indexed: 10/28/2023] Open
Abstract
PURPOSE An effective blood-based test for pancreatic cancer (PC) screening has remained elusive. The IMMray PanCan-d is the first commercially available blood-based test specifically designed for early detection of PC; however, outcomes from its use in clinical practice have not been reported. METHODS We performed a blinded spike-in study of 100 individuals who had an IMMray PanCan-d test, including 94 high-risk individuals (HRIs) undergoing PC surveillance and six individuals with known PC. Specimens were processed blindly following the commercial laboratory's standardized operating procedure. Positive predictive value (PPV) and negative predictive value (NPV) were calculated. RESULTS Cohort characteristics included a median age of 63 (IQR, 55-70) years, 57% female, 96% non-Hispanic White, 57% with a pathogenic variant in a PC risk gene (BRCA2 most commonly-18%), and 83% with a family history of PC. Among IMMray PanCan-d results from 94 HRIs undergoing PC surveillance, there was one positive (1%), seven borderlines (7%), 73 negatives (78%), and 13 tests not performed because of low CA19-9 expression (14%). No PC was diagnosed among these HRIs; however, there were two sub-cm pancreatic neuroendocrine tumors, seven clinically diagnosed side branch intraductal papillary mucinous neoplasms ≥1 cm, and a sub-cm solid mass with indeterminate cytology requiring close follow-up; all these individuals had negative IMMray PanCan-d tests. Of the six spiked-in PCs, four (67%) yielded a positive and two (33%) yielded a negative. With an estimated disease prevalence of 2%, the PPV and NPV are 52% and 99%, respectively, if borderline results are considered negative and 12% and 99%, respectively, if borderline tests are considered positive. CONCLUSION In clinical practice, IMMray PanCan-d has a robust NPV; however, PPV is dramatically influenced by whether borderline results are characterized as a positive or negative result.
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Affiliation(s)
- Bryson W Katona
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Christine Worthington
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Daniel Clay
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | | | - Nuzhat A Ahmad
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Gregory G Ginsberg
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Michael L Kochman
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Randall E Brand
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
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Shah I, Silva-Santisteban A, Germansky KA, Trindade A, Raphael KL, Kushnir V, Pawa R, Mishra G, Anastasiou J, Inamdar S, Tharian B, Bilal M, Sawhney MS. Pancreatic Cancer Screening for At-Risk Individuals (Pancreas Scan Study): Yield, Harms, and Outcomes From a Prospective Multicenter Study. Am J Gastroenterol 2023; 118:1664-1670. [PMID: 37141538 DOI: 10.14309/ajg.0000000000002314] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 04/04/2023] [Indexed: 05/06/2023]
Abstract
INTRODUCTION Guidelines endorse pancreatic cancer screening in genetically susceptible individuals. We conducted a prospective, multicenter study to determine yield, harms, and outcomes of pancreatic cancer screening. METHODS All high-risk individuals undergoing pancreatic cancer screening at 5 centers from 2020 to 2022 were prospectively enrolled. Pancreas findings were designated as low-risk (fatty or chronic pancreatitis-like changes), intermediate-risk (neuroendocrine tumor [NET] <2 cm or branch-duct intraductal papillary mucinous neoplasm [IPMN]), or high-risk lesions (high-grade pancreatic intraepithelial neoplasia/dysplasia, main-duct IPMN, NET >2 cm, or pancreatic cancer). Harms from screening included adverse events during screening or undergoing low-yield pancreatic surgery. Annual screening was performed using endoscopic ultrasound and or magnetic resonance cholangiopancreatography. Annual screening for new-onset diabetes using fasting blood sugar was also performed ( ClinicalTrials.gov : NCT05006131). RESULTS During the study period, 252 patients underwent pancreatic cancer screening. Mean age was 59.9 years, 69% were female, and 79.4% were White. Common indications were BRCA 1/2 (36.9%), familial pancreatic cancer syndrome kindred (31.7%), ataxia telangiectasia mutated (3.5%), Lynch syndrome (6.7%), Peutz-Jeghers (4.3%), and familial atypical multiple mole melanoma (3.5%). Low-risk lesions were noted in 23.4% and intermediate-risk lesions in 31.7%, almost all of which were branch-duct IPMN without worrisome features. High-risk lesions were noted in 2 patients (0.8%), who were diagnosed with pancreas cancer at stages T2N1M0 and T2N1M1. Prediabetes was noted in 18.2% and new-onset diabetes in 1.7%. Abnormal fasting blood sugar was not associated with pancreatic lesions. There were no adverse events from screening tests, and no patient underwent low-yield pancreatic surgery. DISCUSSION Pancreatic cancer screening detected high-risk lesions with lower frequency than previously reported. No harms from screening were noted.
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Affiliation(s)
- Ishani Shah
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, Massachusetts, USA
| | - Andy Silva-Santisteban
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, Massachusetts, USA
| | - Katharine A Germansky
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, Massachusetts, USA
| | - Arvind Trindade
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Zucker School of Medicine at Hofstra/Northwell, Long-Island Jewish Hospital, Great Neck, New York, USA
| | - Kara L Raphael
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Zucker School of Medicine at Hofstra/Northwell, Long-Island Jewish Hospital, Great Neck, New York, USA
| | - Vladimir Kushnir
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Rishi Pawa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Wake Forest University Health Sciences, Winston-Salem, North Carolina, USA
| | - Girish Mishra
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Wake Forest University Health Sciences, Winston-Salem, North Carolina, USA
| | - Jiannis Anastasiou
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Arkansas Medical Sciences, Little Rock, Arkansas, USA
| | - Sumant Inamdar
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Arkansas Medical Sciences, Little Rock, Arkansas, USA
| | - Benjamin Tharian
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Arkansas Medical Sciences, Little Rock, Arkansas, USA
| | - Mohammad Bilal
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, Massachusetts, USA
| | - Mandeep S Sawhney
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, Massachusetts, USA
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Maio F, Pasqualino V, Bertana L, Venturini S, Cantoni V, Fusaro M, Morana G. Pancreatic cancer detection with a non-contrast MR protocol: is it reliable? LA RADIOLOGIA MEDICA 2023; 128:1035-1046. [PMID: 37515631 PMCID: PMC10474201 DOI: 10.1007/s11547-023-01680-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 07/05/2023] [Indexed: 07/31/2023]
Abstract
PURPOSE The pancreatic cancer (PC) is the 4th leading cancer-related death, becoming the second one by 2030, with a 5 year survival rate of 8%. Considering its increased incidence in high-risk categories compared to the general population, we aimed to validate a non-contrast MR protocol, to detect PC in its earliest phase, which could be suitable as a screening tool in high-risk patients. MATERIALS AND METHODS In this retrospective study, we selected 200 patients (> 40 years) from our radiological database, which performed upper abdominal MRI between 2012 and 2017. 100 were negative for pancreatic lesions and 100 positive for pancreatic lesion (< 30 mm). The latter group included: 40 PDAC (pancreatic adenocarcinoma), 42 BD-IPMN (Branch Duct- Intraductal Papillary Mucinous Neoplasm), 10 PNET(pancreatic neuroendocrine tumor), 4 SCN(serous cystic neoplasm), 3 IPS(intrapancreatic spleen), 1 MCN(mucinous cystic neoplasm). Three readers (R1, R2 and R3) with a high, medium and low experience, respectively, analysed, first, the non-contrast MR sequences (single-shot T2w breath-hold, GE T1w FS, DWI and 2D/3D MRCP), and then the standard MR protocol, independently, randomly and anonymously. Readers identified or excluded the presence of pancreatic lesion, in both reading sessions. These results were compared with the histopathological diagnosis, and then divided into 3 different classes of lesions: all lesions, pancreatic adenocarcinoma and solid lesion. Mcnemar's test was used to compare the results. The inter-observer agreement was determined according to the kappa statistic in both protocols, and then the inter-protocol agreement was calculated. RESULTS The non-contrast MR protocol has reached statistical parameters values ranging between 83% in SE (sensitivity) by R3 and 99% in NPV (negative predictive value) by R1. The standard MR protocol has reported slight increasing statistical parameters compared to those of the proposed one. However, there are not significant statistical differences between the both protocols. The proposed non-contrast MR protocol has reported the highest NPVs in the PDAC group detection (R1: 99%, R2: 99%, R3: 98%). In all groups of lesions, the agreement between the two protocols was excellent for each Reader ranging from 96 to 98%. CONCLUSION The proposed non-contrast MR protocol showed high PC detection values and a time execution ≤ 20 min. Therefore, it can be proposed as a screening tool in high-risk patients.
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Affiliation(s)
- Francesca Maio
- Department of Advanced Biomedical Sciences, Federico II University, Via Pansini 5, 80131 Naples, Italy
- National Cancer Institute IRCCS “Fondazione G. Pascale” Radiology Department, Via Semmola 52, 80131 Naples, Italy
| | - Vincenzo Pasqualino
- Department of Radiology, Padua University, Via 8 Febbraio 1848, 2, 35122 Padua, Italy
| | - Luca Bertana
- Department of Radiology, General Hospital Ca’ Foncello, Piazzale dell’ Ospedale 1, 31100 Treviso, Italy
| | - Silvia Venturini
- Department of Radiology, General Hospital Ca’ Foncello, Piazzale dell’ Ospedale 1, 31100 Treviso, Italy
| | - Valeria Cantoni
- Department of Advanced Biomedical Sciences, Federico II University, Via Pansini 5, 80131 Naples, Italy
| | - Michele Fusaro
- Department of Radiology, General Hospital Ca’ Foncello, Piazzale dell’ Ospedale 1, 31100 Treviso, Italy
| | - Giovanni Morana
- Department of Radiology, General Hospital Ca’ Foncello, Piazzale dell’ Ospedale 1, 31100 Treviso, Italy
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Brugel M, Marulier T, Evrard C, Carlier C, Tougeron D, Piessen G, Truant S, Turpin A, Williet N, Botsen D, Brasseur M, Perrier M, Bouché O. Genetic counselling referral practices for patients with pancreatic adenocarcinoma: A French retrospective multicentre observational cohort study (CAPANCOGEN). Pancreatology 2023; 23:622-629. [PMID: 37394294 DOI: 10.1016/j.pan.2023.06.010] [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: 01/19/2023] [Revised: 06/14/2023] [Accepted: 06/19/2023] [Indexed: 07/04/2023]
Abstract
BACKGROUND/OBJECTIVES Genetic counselling (GC) is a key step in the identification of inherited germline mutations. However, the oncogenetic practices are poorly described for pancreatic adenocarcinoma (PA) in Europe. The CAPANCOGEN study aimed to describe the GC referral practices in France and assess the implementation of international guidelines in patients with PA. METHODS Information about GC referrals with PA was collected in 13 French centres from September 2019 to October 2021. In the 5 largest centres, personal and familial histories of cancers and diseases associated with a higher risk of germline mutations were collected in 460 patients, according to international, American, European and French GC referral guidelines. Univariate and multivariate logistic regression analysis were performed to identify the factors influencing GC referral. RESULTS Among 833 patients, a total of 100 patients (12%) had an indication of GC according to local multidisciplinary tumour board meetings (MTBM). Among these patients, 41% did not undergo GC. The median time between MTBM and GC was 55 days (IQR: 14.5-112). Among 460 patients with collected personal and familial history, 31.5% were not referred to a GC despite an existing indication. In multivariate logistic regression analysis, suspected CDKN2A (p = 0.032) or BRCA mutation (p < 0.001), familial pancreatic cancer history (p < 0.001) and controlled disease with first-line platinum-based chemotherapy (p < 0.001) increased the referral rate. Conversely, older age (p = 0.002) and a locally advanced PA (p = 0.045) decreased the risk of GC referral. CONCLUSIONS GC referral is inadequate despite valuable information in patients' medical files.
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Affiliation(s)
- Mathias Brugel
- Université de Reims Champagne-Ardenne, Department of Digestive Oncology, CHU Reims, Reims, France.
| | - Thibault Marulier
- Université de Reims Champagne-Ardenne, Department of Digestive Oncology, CHU Reims, Reims, France
| | - Camille Evrard
- Department of Medical Oncology, Poitiers University Hospital, Poitiers, France
| | - Claire Carlier
- Université de Reims Champagne-Ardenne, Department of Digestive Oncology, CHU Reims, Reims, France; Department of Medical Oncology, Godinot Cancer Institute, Reims, France
| | - David Tougeron
- Department of Hepato-Gastro-enterology, Poitiers University Hospital, Poitiers, France
| | - Guillaume Piessen
- Department of Digestive and Oncological Surgery, CHRU Lille, CANTHER Laboratory Inserm UMR-S1277, University of Lille, Lille, France
| | - Stéphanie Truant
- Department of Digestive Surgery and Liver Transplantation Department, CHRU Lille, CANTHER Laboratory Inserm UMR-S1277, University of Lille, Lille, France
| | - Anthony Turpin
- Department of Medical Oncology, CHU Lille, University of Lille, CNRS, Inserm, Institut Pasteur de Lille, UMR9020 - UMR-S 1277, Canther - Cancer Heterogeneity, Plasticity and Resistance to Therapies, Lille, France
| | - Nicolas Williet
- Department of Hepatogastroenterology, CHU Saint Etienne, Saint-Priest-en-Jarez, France
| | - Damien Botsen
- Université de Reims Champagne-Ardenne, Department of Digestive Oncology, CHU Reims, Reims, France; Department of Medical Oncology, Godinot Cancer Institute, Reims, France
| | - Mathilde Brasseur
- Université de Reims Champagne-Ardenne, Department of Digestive Oncology, CHU Reims, Reims, France
| | - Marine Perrier
- Université de Reims Champagne-Ardenne, Department of Digestive Oncology, CHU Reims, Reims, France
| | - Olivier Bouché
- Université de Reims Champagne-Ardenne, Department of Digestive Oncology, CHU Reims, Reims, France
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Huang J, Fan X, Liu W. Applications and Prospects of Artificial Intelligence-Assisted Endoscopic Ultrasound in Digestive System Diseases. Diagnostics (Basel) 2023; 13:2815. [PMID: 37685350 PMCID: PMC10487217 DOI: 10.3390/diagnostics13172815] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 08/22/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023] Open
Abstract
Endoscopic ultrasound (EUS) has emerged as a widely utilized tool in the diagnosis of digestive diseases. In recent years, the potential of artificial intelligence (AI) in healthcare has been gradually recognized, and its superiority in the field of EUS is becoming apparent. Machine learning (ML) and deep learning (DL) are the two main AI algorithms. This paper aims to outline the applications and prospects of artificial intelligence-assisted endoscopic ultrasound (EUS-AI) in digestive diseases over the past decade. The results demonstrated that EUS-AI has shown superiority or at least equivalence to traditional methods in the diagnosis, prognosis, and quality control of subepithelial lesions, early esophageal cancer, early gastric cancer, and pancreatic diseases including pancreatic cystic lesions, autoimmune pancreatitis, and pancreatic cancer. The implementation of EUS-AI has opened up new avenues for individualized precision medicine and has introduced novel diagnostic and treatment approaches for digestive diseases.
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Affiliation(s)
| | | | - Wentian Liu
- Department of Gastroenterology and Hepatology, Tianjin Medical University General Hospital, No. 154, Anshan Road, Heping District, Tianjin 300052, China; (J.H.); (X.F.)
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Chi H, Chen H, Wang R, Zhang J, Jiang L, Zhang S, Jiang C, Huang J, Quan X, Liu Y, Zhang Q, Yang G. Proposing new early detection indicators for pancreatic cancer: Combining machine learning and neural networks for serum miRNA-based diagnostic model. Front Oncol 2023; 13:1244578. [PMID: 37601672 PMCID: PMC10437932 DOI: 10.3389/fonc.2023.1244578] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 07/18/2023] [Indexed: 08/22/2023] Open
Abstract
Background Pancreatic cancer (PC) is a lethal malignancy that ranks seventh in terms of global cancer-related mortality. Despite advancements in treatment, the five-year survival rate remains low, emphasizing the urgent need for reliable early detection methods. MicroRNAs (miRNAs), a group of non-coding RNAs involved in critical gene regulatory mechanisms, have garnered significant attention as potential diagnostic and prognostic biomarkers for pancreatic cancer (PC). Their suitability stems from their accessibility and stability in blood, making them particularly appealing for clinical applications. Methods In this study, we analyzed serum miRNA expression profiles from three independent PC datasets obtained from the Gene Expression Omnibus (GEO) database. To identify serum miRNAs associated with PC incidence, we employed three machine learning algorithms: Support Vector Machine-Recursive Feature Elimination (SVM-RFE), Least Absolute Shrinkage and Selection Operator (LASSO), and Random Forest. We developed an artificial neural network model to assess the accuracy of the identified PC-related serum miRNAs (PCRSMs) and create a nomogram. These findings were further validated through qPCR experiments. Additionally, patient samples with PC were classified using the consensus clustering method. Results Our analysis revealed three PCRSMs, namely hsa-miR-4648, hsa-miR-125b-1-3p, and hsa-miR-3201, using the three machine learning algorithms. The artificial neural network model demonstrated high accuracy in distinguishing between normal and pancreatic cancer samples, with verification and training groups exhibiting AUC values of 0.935 and 0.926, respectively. We also utilized the consensus clustering method to classify PC samples into two optimal subtypes. Furthermore, our investigation into the expression of PCRSMs unveiled a significant negative correlation between the expression of hsa-miR-125b-1-3p and age. Conclusion Our study introduces a novel artificial neural network model for early diagnosis of pancreatic cancer, carrying significant clinical implications. Furthermore, our findings provide valuable insights into the pathogenesis of pancreatic cancer and offer potential avenues for drug screening, personalized treatment, and immunotherapy against this lethal disease.
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Affiliation(s)
- Hao Chi
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Haiqing Chen
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Rui Wang
- Department of General Surgery (Hepatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Luzhou, China
| | - Jieying Zhang
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
| | - Lai Jiang
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Shengke Zhang
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Chenglu Jiang
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Jinbang Huang
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Xiaomin Quan
- Beijing University of Chinese Medicine, Beijing, China
- Beijing University of Chinese Medicine Second Affiliated DongFang Hospital, Beijing, China
| | - Yunfei Liu
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Qinhong Zhang
- Shenzhen Frontiers in Chinese Medicine Research Co., Ltd., Shenzhen, China
| | - Guanhu Yang
- Department of Specialty Medicine, Ohio University, Athens, OH, United States
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135
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Andersson R, Ansari D. Pancreatic cancer screening in high-risk individuals with genetic susceptibility. Hepatobiliary Surg Nutr 2023; 12:590-592. [PMID: 37600985 PMCID: PMC10432302 DOI: 10.21037/hbsn-23-237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 06/21/2023] [Indexed: 08/22/2023]
Affiliation(s)
| | - Daniel Ansari
- Department of Surgery, Clinical Sciences Lund, Lund University and Skåne University Hospital, Lund, Sweden
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136
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Ueki A, Yoshida R, Kosaka T, Matsubayashi H. Clinical risk management of breast, ovarian, pancreatic, and prostatic cancers for BRCA1/2 variant carriers in Japan. J Hum Genet 2023; 68:517-526. [PMID: 37088789 DOI: 10.1038/s10038-023-01153-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 03/21/2023] [Accepted: 04/13/2023] [Indexed: 04/25/2023]
Abstract
Opportunities for genetic counseling and germline BRCA1/2 (BRCA) testing are increasing in Japan owing to cancer genomic profiling testing and companion diagnostics being covered by national health insurance for patients with BRCA-related cancers. These tests are useful not only to judge whether platinum agents and PARP inhibitors are indicated but also to reveal an autosomal-dominant inherited cancer syndrome: hereditary breast and ovarian cancer. In individuals with germline BRCA variants, risk of cancers of the breast, ovary, pancreas, and prostate is significantly increased at various ages of onset, but the stomach, uterus, biliary tract, and skin might also be at risk. For women with pathogenic BRCA variants, breast awareness and image analyses should be initiated in their 20s, and risk-reducing procedures such as mastectomy are recommended starting in their 30s, with salpingo-oophorectomy in their late 30s. For male BRCA pathogenic variant carriers, prostatic surveillance should be applied using serum prostate-specific antigen starting in their 40s. For both sexes, image examinations ideally using endoscopic ultrasound and magnetic resonance cholangiopancreatography and blood testing should begin in their 50s for pancreatic surveillance. Homologous recombination pathway-associated genes are also causative candidates. Variant pathogenicity needs to be evaluated every 6-12 months when results are uncertain for clinical significance. Genetic counseling needs to be offered to the blood relatives of the pathogenic variant carriers with suitable timing. We review the recommended cross-organ BRCA risk management in Japan.
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Affiliation(s)
- Arisa Ueki
- Department of Clinical Genetics, The Cancer Institute Hospital of JFCR, 3-8-31, Ariake, Koto, Tokyo, 135-8550, Japan
| | - Reiko Yoshida
- Institute for Clinical Genetics and Genomics, Showa University, 1-5-8 Hatanodai Shinagawa-ku, Tokyo, 142-8555, Japan
| | - Takeo Kosaka
- Department of Urology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Hiroyuki Matsubayashi
- Division of Genetic Medicine Promotion, Shizuoka Cancer Center, Shimonagakubo, Nagaizumi, Suntogun, Shizuoka, 411-8777, Japan.
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Bures J, Kohoutova D, Skrha J, Bunganic B, Ngo O, Suchanek S, Skrha P, Zavoral M. Diabetes Mellitus in Pancreatic Cancer: A Distinct Approach to Older Subjects with New-Onset Diabetes Mellitus. Cancers (Basel) 2023; 15:3669. [PMID: 37509329 PMCID: PMC10377806 DOI: 10.3390/cancers15143669] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 07/02/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is associated with a very poor prognosis, with near-identical incidence and mortality. According to the World Health Organization Globocan Database, the estimated number of new cases worldwide will rise by 70% between 2020 and 2040. There are no effective screening methods available so far, even for high-risk individuals. The prognosis of PDAC, even at its early stages, is still mostly unsatisfactory. Impaired glucose metabolism is present in about 3/4 of PDAC cases. METHODS Available literature on pancreatic cancer and diabetes mellitus was reviewed using a PubMed database. Data from a national oncology registry (on PDAC) and information from a registry of healthcare providers (on diabetes mellitus and a number of abdominal ultrasound investigations) were obtained. RESULTS New-onset diabetes mellitus in subjects older than 60 years should be an incentive for a prompt and detailed investigation to exclude PDAC. Type 2 diabetes mellitus, diabetes mellitus associated with chronic non-malignant diseases of the exocrine pancreas, and PDAC-associated type 3c diabetes mellitus are the most frequent types. Proper differentiation of particular types of new-onset diabetes mellitus is a starting point for a population-based program. An algorithm for subsequent steps of the workup was proposed. CONCLUSIONS The structured, well-differentiated, and elaborately designed approach to the elderly with a new onset of diabetes mellitus could improve the current situation in diagnostics and subsequent poor outcomes of therapy of PDAC.
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Affiliation(s)
- Jan Bures
- Institute of Gastrointestinal Oncology, Military University Hospital Prague, 169 02 Prague, Czech Republic
- Department of Medicine, First Faculty of Medicine, Charles University, Prague and Military University Hospital Prague, 169 02 Prague, Czech Republic
- Biomedical Research Centre, University Hospital Hradec Kralove, 500 03 Hradec Kralove, Czech Republic
| | - Darina Kohoutova
- Biomedical Research Centre, University Hospital Hradec Kralove, 500 03 Hradec Kralove, Czech Republic
- The Royal Marsden NHS Foundation Trust, London SW3 6JJ, UK
| | - Jan Skrha
- Third Department of Internal Medicine-Endocrinology and Metabolism, First Faculty of Medicine, Charles University, Prague and General University Hospital in Prague, 128 08 Prague, Czech Republic
| | - Bohus Bunganic
- Department of Medicine, First Faculty of Medicine, Charles University, Prague and Military University Hospital Prague, 169 02 Prague, Czech Republic
| | - Ondrej Ngo
- Institute of Health Information and Statistics of the Czech Republic, 128 01 Prague, Czech Republic
- Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, 602 00 Brno, Czech Republic
| | - Stepan Suchanek
- Institute of Gastrointestinal Oncology, Military University Hospital Prague, 169 02 Prague, Czech Republic
- Department of Medicine, First Faculty of Medicine, Charles University, Prague and Military University Hospital Prague, 169 02 Prague, Czech Republic
| | - Pavel Skrha
- Department of Medicine, Third Faculty of Medicine, Charles University, Prague and University Hospital Kralovske Vinohrady, 100 00 Prague, Czech Republic
| | - Miroslav Zavoral
- Institute of Gastrointestinal Oncology, Military University Hospital Prague, 169 02 Prague, Czech Republic
- Department of Medicine, First Faculty of Medicine, Charles University, Prague and Military University Hospital Prague, 169 02 Prague, Czech Republic
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138
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Partyka O, Pajewska M, Kwaśniewska D, Czerw A, Deptała A, Budzik M, Cipora E, Gąska I, Gazdowicz L, Mielnik A, Sygit K, Sygit M, Krzych-Fałta E, Schneider-Matyka D, Grochans S, Cybulska AM, Drobnik J, Bandurska E, Ciećko W, Ratajczak P, Kamecka K, Marczak M, Kozłowski R. Overview of Pancreatic Cancer Epidemiology in Europe and Recommendations for Screening in High-Risk Populations. Cancers (Basel) 2023; 15:3634. [PMID: 37509296 PMCID: PMC10377815 DOI: 10.3390/cancers15143634] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 07/11/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
Pancreatic cancer is the seventh most common cause of death in the group of oncological diseases. Due to the asymptomatic course, early diagnosis is difficult. Currently, early detection methods are only used in high-risk groups. A literature review based on the available results of observational studies on patients with pancreatic cancer and people from high-risk groups was used to summarize the knowledge on risk factors. The GLOBOCAN 2020 data were used to assess the epidemiological situation in Europe. A summary of screening recommendations was prepared based on the available documents from medical organizations and associations. Pancreatic cancer risk factors are divided into two main groups: non-modifiable factors, e.g., hereditary factors and age, which increase the risk of developing this disease, and modifiable factors-BMI, smoking, and alcohol consumption. Hereditary factors account for 10% of pancreatic cancer cases. The highly specialized methods of early detection, (MRI, CT, or EUS) are used for screening high-risk populations. Of all the imaging methods, EUS is considered the most sensitive for pancreatic cancer and allows an accurate assessment of the size of even small lesions (<30 mm) and the extent of tumour infiltration into blood vessels. The available studies vary on the level of sensitivity and specificity of these methods for the diagnosis of pancreatic cancer. EUS, MRI, and CT are also expensive procedures and in some patients can be invasive, which is one of the arguments against the introduction of population screening programs based on imaging methods. Therefore, it is important to look for viable solutions that would improve early detection. This is important from the point of view of healthcare systems in Europe, where almost 29% of all global pancreatic cancer cases are reported.
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Affiliation(s)
- Olga Partyka
- Department of Health Economics and Medical Law, Medical University of Warsaw, 01-445 Warsaw, Poland
| | - Monika Pajewska
- Department of Health Economics and Medical Law, Medical University of Warsaw, 01-445 Warsaw, Poland
- Department of Economic and System Analyses, National Institute of Public Health NIH-National Research Institute, 00-791 Warsaw, Poland
| | - Daria Kwaśniewska
- Department of Oncology, The National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Aleksandra Czerw
- Department of Health Economics and Medical Law, Medical University of Warsaw, 01-445 Warsaw, Poland
- Department of Economic and System Analyses, National Institute of Public Health NIH-National Research Institute, 00-791 Warsaw, Poland
| | - Andrzej Deptała
- Department of Oncology Propaedeutics, Medical University of Warsaw, 01-445 Warsaw, Poland
| | - Michał Budzik
- Department of Oncology Propaedeutics, Medical University of Warsaw, 01-445 Warsaw, Poland
| | - Elżbieta Cipora
- Medical Institute, Jan Grodek State University in Sanok, 38-500 Sanok, Poland
| | - Izabela Gąska
- Medical Institute, Jan Grodek State University in Sanok, 38-500 Sanok, Poland
| | - Lucyna Gazdowicz
- Medical Institute, Jan Grodek State University in Sanok, 38-500 Sanok, Poland
| | - Aneta Mielnik
- Medical Institute, Jan Grodek State University in Sanok, 38-500 Sanok, Poland
| | - Katarzyna Sygit
- Faculty of Health Sciences, Calisia University, 62-800 Kalisz, Poland
| | - Marian Sygit
- Faculty of Health Sciences, Calisia University, 62-800 Kalisz, Poland
| | - Edyta Krzych-Fałta
- Department of Basic of Nursing, Faculty of Health Sciences, Medical University of Warsaw, 01-445 Warsaw, Poland
| | - Daria Schneider-Matyka
- Department of Nursing, Faculty of Health Sciences, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland
| | - Szymon Grochans
- Department of Specialised Nursing, Faculty of Health Sciences, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland
| | - Anna M Cybulska
- Department of Nursing, Faculty of Health Sciences, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland
| | - Jarosław Drobnik
- Department of Family Medicine, Faculty of Medicine, Wrocław Medical University, 51-141 Wrocław, Poland
| | - Ewa Bandurska
- Center for Competence Development, Integrated Care and e-Health, Medical University of Gdansk, 80-204 Gdansk, Poland
| | - Weronika Ciećko
- Center for Competence Development, Integrated Care and e-Health, Medical University of Gdansk, 80-204 Gdansk, Poland
| | - Piotr Ratajczak
- Department of Pharmacoeconomics and Social Pharmacy, Poznan University of Medical Sciences, 60-806 Poznań, Poland
| | - Karolina Kamecka
- Department of Management and Logistics in Healthcare, Medical University of Lodz, 90-131 Lodz, Poland
| | - Michał Marczak
- Collegium Management, WSB Merito University in Warsaw, 03-204 Warszawa, Poland
| | - Remigiusz Kozłowski
- Department of Management and Logistics in Healthcare, Medical University of Lodz, 90-131 Lodz, Poland
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139
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Haimi I, Sanoba S, Everett J, Simeone DM. Are All Cysts Created Equal?: Pancreatic Cystic Neoplasms in Patients with Familial or Genetic Risk Factors for Pancreatic Cancer. Gastrointest Endosc Clin N Am 2023; 33:547-557. [PMID: 37245935 DOI: 10.1016/j.giec.2023.03.002] [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: 05/30/2023]
Abstract
Pancreatic cystic lesions (PCLs) have become more prevalent over time, particularly in asymptomatic individuals. Current screening guidelines for incidental PCLs offer a unified approach to surveillance and management, predicated on "worrisome features." Although PCLs are common in the general population, their prevalence may be higher in high-risk individuals (HRI, unaffected patients with specific familial and/or genetic risk factors). As more PCLs are diagnosed and more HRI identified, it is important to promote research that bridges data gaps and introduces nuance to risk assessment tools, ensuring tailoring of guidelines to the needs of HRI with varying pancreatic cancer risk factors.
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Affiliation(s)
- Ido Haimi
- Department of Surgery, NYU Langone Health, 240 East 38th Street, 20th Floor, New York, NY 10016, USA
| | - Shenin Sanoba
- Perlmutter Cancer Center, NYU Langone Health, 240 East 38th Street, 20th Floor, New York, NY 10016, USA
| | - Jessica Everett
- Perlmutter Cancer Center, NYU Langone Health, 240 East 38th Street, 20th Floor, New York, NY 10016, USA
| | - Diane M Simeone
- Department of Surgery, NYU Langone Health, 240 East 38th Street, 20th Floor, New York, NY 10016, USA; Perlmutter Cancer Center, NYU Langone Health, 240 East 38th Street, 20th Floor, New York, NY 10016, USA; Pancreatic Cancer Center, 240 East 38th Street, 20th Floor, New York, NY 10016, USA.
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140
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Lehman B, Matthäi E, Gercke N, Denzer UW, Figiel J, Hess T, Slater EP, Bartsch DK. Characteristics of familial pancreatic cancer families with additional colorectal carcinoma. Fam Cancer 2023; 22:323-330. [PMID: 36717525 PMCID: PMC10276072 DOI: 10.1007/s10689-023-00328-1] [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: 08/18/2022] [Accepted: 01/23/2023] [Indexed: 02/01/2023]
Abstract
Familial pancreatic cancer (FPC) is a rare hereditary tumor entity with broad phenotypic heterogeneity, including colorectal carcinoma (CRC) in some families. The underlying factors for this co-occurrence are still not well evaluated. FPC families in the National Case Collection of Familial Pancreatic Cancer with an additional occurrence of CRC were analyzed regarding the phenotype, genotype and recommendation for a clinical screening program. The total cohort of 272 FPC families included 30 (11%) families with at least one CRC case. The proportion of affected family members with PDAC was 16.1% (73/451) compared to 9.3% of family members with CRC (42/451, p < 0.01). Females were affected with PDAC in 49% (36/73) and CRC in 38% (16/42). The median age of PDAC was 63 compared to 66 years in CRC, whereas 8 (26.6%) of families had an early onset of PDAC and 2 (6.7%) of CRC. Seventeen families had 2 or more affected generations with PDAC and 6 families with CRC. Eleven (9.6%) of affected patients had both PDAC and CRC. Potentially causative germline mutations (2 ATM, 1 CDKN2a, 1 MLH1, 1 PALB2) were detected in 5 of 18 (27.7%) analyzed cases. These findings provide a step forward to include the phenotypic and genotypic characteristics of FPC-CRC families for the genetic counseling and management of these families. Nevertheless, results need to be verified in a larger patient cohort beforehand.
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Affiliation(s)
- Bettina Lehman
- Departments of Visceral, Thoracic and Vascular Surgery, Philipps University Marburg, Baldingerstrasse, 35043, Marburg, Germany.
| | - Elvira Matthäi
- Departments of Visceral, Thoracic and Vascular Surgery, Philipps University Marburg, Baldingerstrasse, 35043, Marburg, Germany
| | - Norman Gercke
- Departments of Visceral, Thoracic and Vascular Surgery, Philipps University Marburg, Baldingerstrasse, 35043, Marburg, Germany
| | - Ulrike W Denzer
- Gastroenterology and Endocrinology, University Hospital Marburg, Marburg, Germany
| | - Jens Figiel
- Gastroenterology and Endocrinology, University Hospital Marburg, Marburg, Germany
| | - Timo Hess
- Centre for Human Genetics, University Hospital Marburg, Marburg, Germany
| | - Emily P Slater
- Departments of Visceral, Thoracic and Vascular Surgery, Philipps University Marburg, Baldingerstrasse, 35043, Marburg, Germany
| | - Detlef K Bartsch
- Departments of Visceral, Thoracic and Vascular Surgery, Philipps University Marburg, Baldingerstrasse, 35043, Marburg, Germany
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141
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Chaves J, Fernandez Y Viesca M, Arvanitakis M. Using Endoscopy in the Diagnosis of Pancreato-Biliary Cancers. Cancers (Basel) 2023; 15:3385. [PMID: 37444495 DOI: 10.3390/cancers15133385] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 06/19/2023] [Accepted: 06/21/2023] [Indexed: 07/15/2023] Open
Abstract
Pancreatic cancer and cholangiocarcinoma are life threatening oncological conditions with poor prognosis and outcome. Pancreatic cystic lesions are considered precursors of pancreatic cancer as some of them have the potential to progress to malignancy. Therefore, accurate identification and classification of these lesions is important to prevent the development of invasive cancer. In the biliary tract, the accurate characterization of biliary strictures is essential for providing appropriate management and avoiding unnecessary surgery. Techniques have been developed to improve the diagnosis, risk stratification, and management of pancreato-biliary lesions. Endoscopic ultrasound (EUS) and associated techniques, such as elastography, contrasted-enhanced EUS, and EUS-guided needle confocal laser endomicroscopy, may improve diagnostic accuracy. In addition, intraductal techniques applied during endoscopic retrograde cholangiopancreatography (ERCP), such as new generation cholangioscopy and in vivo cellular evaluation through probe-based confocal laser endomicroscopy, can increase the diagnostic yield in characterizing indeterminate biliary strictures. Both EUS-guided and intraductal approaches can provide the possibility for tissue sampling with new tools, such as needles, biopsies forceps, and brushes. At the molecular level, novel biomarkers have been explored that provide new insights into diagnosis, risk stratification, and management of these lesions.
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Affiliation(s)
- Julia Chaves
- Department of Gastroenterology, Hepatopancreatology, and Digestive Oncology, CUB Hôpital Erasme, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Michael Fernandez Y Viesca
- Department of Gastroenterology, Hepatopancreatology, and Digestive Oncology, CUB Hôpital Erasme, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Marianna Arvanitakis
- Department of Gastroenterology, Hepatopancreatology, and Digestive Oncology, CUB Hôpital Erasme, Université Libre de Bruxelles, 1070 Brussels, Belgium
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142
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Yamada R, Tsuboi J, Murashima Y, Tanaka T, Nose K, Nakagawa H. Advances in the Early Diagnosis of Pancreatic Ductal Adenocarcinoma and Premalignant Pancreatic Lesions. Biomedicines 2023; 11:1687. [PMID: 37371782 DOI: 10.3390/biomedicines11061687] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 05/23/2023] [Accepted: 06/09/2023] [Indexed: 06/29/2023] Open
Abstract
Pancreatic cancer is one of the most lethal human malignancies, in part because it is often diagnosed at late stages when surgery and systemic therapies are either unfeasible or ineffective. Therefore, diagnosing pancreatic cancer in earlier stages is important for effective treatment. However, because the signs and symptoms may be nonspecific and not apparent until the disease is at a late stage, the timely diagnoses of pancreatic cancer can be difficult to achieve. Recent studies have shown that selective screening and increased usage of biomarkers could improve the early diagnosis of pancreatic cancer. In this review, we discuss recent advancements in the early detection of pancreatic ductal carcinoma and precancerous lesions. These include innovations in imaging modalities, the diagnostic utility of various biomarkers, biopsy techniques, and population-based surveillance approaches. Additionally, we discuss how machine learning methods are being applied to develop integrated methods of identifying individuals at high risk of developing pancreatic disease. In the future, the overall survival of pancreatic cancer patients could be improved by the development and adoption of these new methods and techniques.
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Affiliation(s)
- Reiko Yamada
- Department of Gastroenterology and Hepatology, School of Medicine, Mie University, Tsu 514-8507, Japan
| | - Junya Tsuboi
- Department of Gastroenterology and Hepatology, School of Medicine, Mie University, Tsu 514-8507, Japan
| | - Yumi Murashima
- Department of Gastroenterology and Hepatology, School of Medicine, Mie University, Tsu 514-8507, Japan
| | - Takamitsu Tanaka
- Department of Gastroenterology and Hepatology, School of Medicine, Mie University, Tsu 514-8507, Japan
| | - Kenji Nose
- Department of Gastroenterology and Hepatology, School of Medicine, Mie University, Tsu 514-8507, Japan
| | - Hayato Nakagawa
- Department of Gastroenterology and Hepatology, School of Medicine, Mie University, Tsu 514-8507, Japan
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143
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Katona BW, Klute K, Brand RE, Everett JN, Farrell JJ, Hawthorne K, Kaul V, Kupfer SS, Paiella S, Simeone DM, Sussman DA, Zogopoulos G, Lucas AL, Kastrinos F. Racial, Ethnic, and Sex-based Disparities among High-risk Individuals Undergoing Pancreatic Cancer Surveillance. Cancer Prev Res (Phila) 2023; 16:343-352. [PMID: 37259800 DOI: 10.1158/1940-6207.capr-22-0529] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 02/27/2023] [Accepted: 03/14/2023] [Indexed: 06/02/2023]
Abstract
Since its inception two years ago, the international, multicenter Pancreatic Cancer Early Detection (PRECEDE) Consortium has enrolled high-risk individuals (HRI) undergoing pancreatic ductal adenocarcinoma (PDAC) surveillance. Herein we aim to evaluate enrollment disparities in PRECEDE. Data on HRIs enrolled between May 2020 and March 2022 were collected, with HRIs defined as participants enrolled in PRECEDE meeting guideline-based criteria for PDAC surveillance. Of 1,273 HRIs enrolled, 1,113 were eligible for inclusion, with 47.2% meeting familial pancreatic cancer criteria without a known pathogenic variant (PV) and the remainder having a pathogenic variant in a PDAC-risk gene (CDKN2A, STK11, PRSS1, BRCA1, BRCA2, PALB2, ATM, MLH1, MSH2, MSH6, PMS2, or EPCAM). Study participants were predominantly from the United States (82.7%), the most common age range at enrollment was 60-69 years (37.4%), and a non-PDAC cancer was present in 32.4%. There were racial/ethnic- and sex-based disparities among enrolled subjects, as the majority of participants were female (65.9%) and self-reported white (87.7%), with only 2.9% having Hispanic ethnicity. While more than 97% of participants consented to utilize imaging data and biosamples for research, there was no difference in rate of consent based on race/ethnicity, sex, or age, thereby demonstrating uniform participation in research activities among all subgroups after enrollment. Ensuring that diversity of HRIs in PDAC surveillance programs mirrors the communities served by participating centers is important. Substantial racial/ethnic- and sex-based disparities persist among recently enrolled HRIs undergoing PDAC surveillance, and therefore reducing these disparities will be a major focus of the PRECEDE Consortium moving forward. PREVENTION RELEVANCE Pancreatic cancer surveillance is critical to decreasing pancreatic cancer mortality; therefore, it is important that pancreatic cancer surveillance studies enroll diverse patients. We demonstrate that substantial racial/ethnic- and sex-based disparities exist amongst enrollment in the international PRECEDE consortium, highlighting the dire need for future efforts to reduce these disparities. See related Spotlight, p. 305.
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Affiliation(s)
- Bryson W Katona
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Kelsey Klute
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Randall E Brand
- Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | | | - James J Farrell
- Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | | | - Vivek Kaul
- University of Rochester, Rochester, New York
| | - Sonia S Kupfer
- Section of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Chicago, Chicago, Illinois
| | - Salvatore Paiella
- General and Pancreatic Surgery Unit, Pancreas Institute, Azienda Ospedaliera Universitaria Integrata Verona, Verona, Italy
| | | | | | | | - Aimee L Lucas
- Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Fay Kastrinos
- Division of Digestive and Liver Diseases and Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center and the Vagelos College of Physicians and Surgeons, New York, New York
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144
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Chen J, Fu B, Xiang Z, Chen X, Wang L, Qin Y, Zhao X, Zhou X, Liu P, Huang B. Sensitive amplified luminescent proximity homogeneous assay for the quantitative detection of CA242. J Immunol Methods 2023; 517:113487. [PMID: 37156407 DOI: 10.1016/j.jim.2023.113487] [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: 02/20/2023] [Revised: 05/04/2023] [Accepted: 05/04/2023] [Indexed: 05/10/2023]
Abstract
We here developed a sensitive and stable amplified luminescent proximity homogeneous assay (AlphaLISA) method for fast quantification of CA242 in human serum. Donor and acceptor beads modified with carboxyl groups could be coupled with CA242 antibodies after activation in the AlphaLISA method. CA242 was rapidly detected by the double antibody sandwich immunoassay. The method yielded good linearity (>0.996) and detection range (0.16-400 U/mL). The intra-assay precisions of CA242-AlphaLISA were between 3.43% and 6.81% (< 10%), and the inter-assay precisions were between 4.06% and 9.56% (< 15%). The relative recoveries ranged from 89.61% to 107.29%. Detection time for the CA242-AlphaLISA method was only 20 min. Moreover, results of CA242-AlphaLISA and time-resolved fluorescence immunoassay had satisfactory correlation and consistency (ρ = 0.9852). The method was successfully applied to the analysis of human serum samples. Meanwhile, serum CA242 has a good detection value in the identification and diagnosis of pancreatic cancer and the monitoring of disease degree. Furthermore, the proposed AlphaLISA method is expected to be an alternative to traditional detection methods, laying a good foundation for the further development of kits to detect other biomarkers in future studies.
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Affiliation(s)
- Jianye Chen
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Benqi Fu
- Sichuan Friendship Hospital, Chengdu, China
| | - Zhongyi Xiang
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Xindong Chen
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Lu Wang
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Yuan Qin
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Xueqin Zhao
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Xiumei Zhou
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China
| | - Pengfei Liu
- Department of Gastroenterology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, People's Republic of China
| | - Biao Huang
- College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, China.
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145
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Poiraud M, Gkolfakis P, Arvanitakis M. Recent Developments in the Field of Endoscopic Ultrasound for Diagnosis, Staging, and Treatment of Pancreatic Lesions. Cancers (Basel) 2023; 15:cancers15092547. [PMID: 37174012 PMCID: PMC10177103 DOI: 10.3390/cancers15092547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/25/2023] [Accepted: 04/26/2023] [Indexed: 05/15/2023] Open
Abstract
Endoscopic ultrasound (EUS) plays a crucial role in the diagnosis of both solid and cystic pancreatic lesions and in the staging of patients with pancreatic cancer through its use for tissue and fluid sampling. Additionally, in cases of precancerous lesions, EUS-guided therapy can also be provided. This review aims to describe the most recent developments regarding the role of EUS in the diagnosis and staging of pancreatic lesions. Moreover, complementary EUS imaging modalities, the role of artificial intelligence, new devices, and modalities for tissue acquisition, and techniques for EUS-guided treatment are discussed.
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Affiliation(s)
- Marie Poiraud
- Department of Gastroenterology, CUB Erasme Hospital, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Paraskevas Gkolfakis
- Department of Gastroenterology, CUB Erasme Hospital, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Marianna Arvanitakis
- Department of Gastroenterology, CUB Erasme Hospital, Université Libre de Bruxelles, 1070 Brussels, Belgium
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146
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Guarga L, Paco N, Manchon-Walsh P, Vela E, Delgadillo J, Pontes C, Borràs JM. Management, Survival, and Costs of Pancreatic Cancer: Population-Based Observational Study in Catalonia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20095673. [PMID: 37174192 PMCID: PMC10177886 DOI: 10.3390/ijerph20095673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/11/2023] [Accepted: 04/26/2023] [Indexed: 05/15/2023]
Abstract
AIM Few published studies comprehensively describe the characteristics of patients with pancreatic cancer and their treatment in clinical practice. This study aimed to describe the current clinical practice for treating pancreatic cancer in Catalonia, along with the associated survival and treatment costs. METHODS A retrospective observational cohort study in patients diagnosed with pancreatic cancer from 2014 to 2018, using data from the healthcare records of the Public Health System of Catalonia, was conducted. Treatment patterns and costs were described by age groups from 2014 to 2018, with survival reported until December 2021. RESULTS The proportion of patients receiving surgery with curative intent was low, especially in older patients (23% of patients <60 years and 9% of patients ≥80 years). The percentage of patients treated with drugs for unresectable disease also decreased with age (45% of patients <60 years and 8% of patients ≥80 years). Although age was associated with significant differences in survival after curative surgery, no differences attributable to age were observed in patients who received pharmacological treatment for unresectable disease. In patients under 60 years of age, the mean cost of the first year of treatment was EUR 17,730 (standard deviation [SD] 5754) in those receiving surgery and EUR 5398 (SD 9581) in those on pharmacological treatment for unresectable disease. In patients over 80, the mean costs were EUR 15,339 (SD 2634) and EUR 1845 (SD 3413), respectively. CONCLUSIONS Half of the patients diagnosed with pancreatic cancer did not receive specific treatment. Surgery with curative intent was associated with longer survival, but only 18% of (mostly younger) patients received this treatment. Chemotherapy was also used less frequently in patients of advanced age, though survival in treated patients was comparable across all age groups, so careful oncogeriatric assessment is advisable to ensure the most appropriate indication for eligibility in older patients. In general, earlier diagnosis and more effective pharmacological treatments are necessary to treat frail patients with high comorbidity, a common profile in older patients.
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Affiliation(s)
- Laura Guarga
- Catalan Health Service (CatSalut), 08007 Barcelona, Spain
- Department of Pharmacology, Therapeutics, and Toxicology, Autonomous University of Barcelona, 08193 Barcelona, Spain
| | - Noelia Paco
- Catalan Health Service (CatSalut), 08007 Barcelona, Spain
| | - Paula Manchon-Walsh
- Catalan Cancer Plan, Department of Health, Hospitalet del Llobregat, 08908 Barcelona, Spain
- Bellvitge Biomedical Research Institute (IDIBELL), 08006 Barcelona, Spain
| | - Emili Vela
- Catalan Health Service (CatSalut), 08007 Barcelona, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3), Bellvitge Biomedical Research Institute (IDIBELL), 08006 Barcelona, Spain
| | | | - Caridad Pontes
- Catalan Health Service (CatSalut), 08007 Barcelona, Spain
- Department of Pharmacology, Therapeutics, and Toxicology, Autonomous University of Barcelona, 08193 Barcelona, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3), Bellvitge Biomedical Research Institute (IDIBELL), 08006 Barcelona, Spain
| | - Josep Maria Borràs
- Catalan Cancer Plan, Department of Health, Hospitalet del Llobregat, 08908 Barcelona, Spain
- Bellvitge Biomedical Research Institute (IDIBELL), 08006 Barcelona, Spain
- Clinical Sciences Department, University of Barcelona, Campus de Bellvitge, 08907 Barcelona, Spain
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Koopmann BDM, Omidvari AH, Lansdorp-Vogelaar I, Cahen DL, Bruno MJ, de Kok IMCM. The impact of pancreatic cancer screening on life expectancy: A systematic review of modeling studies. Int J Cancer 2023; 152:1570-1580. [PMID: 36444505 PMCID: PMC10107819 DOI: 10.1002/ijc.34379] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 10/09/2022] [Accepted: 11/07/2022] [Indexed: 12/03/2022]
Abstract
Evidence supporting the effectiveness of pancreatic cancer (PC) screening is scant. Most clinical studies concern small populations with short follow-up durations. Mathematical models are useful to estimate long-term effects of PC screening using short-term indicators. This systematic review aims to evaluate the impact of PC screening on life expectancy (LE) in model-based studies. Therefore, we searched four databases (Embase, Medline, Web-of-science, Cochrane) until 30 May 2022 to identify model-based studies evaluating the impact of PC screening on LE in different risk populations. Two authors independently screened identified papers, extracted data and assessed the methodological quality of studies. A descriptive analysis was performed and the impact of screening strategies on LE of different risk groups was reported. Our search resulted in 419 studies, of which eight met the eligibility criteria (mathematical model, PC screening, LE). Reported relative risks (RR) for PC varied from 1 to 70. In higher risk individuals (RR > 5), annual screening (by imaging with 56% sensitivity for HGD/early stage PC) predicted to increase LE of screened individuals by 20 to 260 days. In the general population, one-time PC screening was estimated to decrease LE (2-110 days), depending on the test characteristics and treatment mortality risk. In conclusion, although the models use different and sometimes outdated or unrealistic assumptions, it seems that PC screening in high-risk populations improves LE, and that this gain increases with a higher PC risk. Updated model studies, with data from large clinical trials are necessary to predict the long-term effect of PC screening more accurately.
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Affiliation(s)
- Brechtje D M Koopmann
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands.,Department of Gastroenterology & Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Amir-Houshang Omidvari
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Djuna L Cahen
- Department of Gastroenterology & Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Marco J Bruno
- Department of Gastroenterology & Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Inge M C M de Kok
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
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148
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Baz M, Gondran-Teiller V, Bressac B, Cabaret O, Fievet A, Dimaria M, Goldbarg V, Colas C, Bonnet-Dupeyron MN, Tinat J, Lebrun M, Mari V, Limacher JM, Corsini C, Ginglinger E, Saurin JC, Brahimi A, Rouzier C, Giraud S, Schuster H, Hollebecque A, Boige V, Cauchin E, Malka D, Caron O, Rouleau E. The Frequency of Germline BRCA and Non-BRCA HR-Gene-Variants in a Cohort of Pancreatic Cancer Patients. Dig Dis Sci 2023; 68:1525-1528. [PMID: 36315333 DOI: 10.1007/s10620-022-07733-z] [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: 05/06/2022] [Accepted: 10/10/2022] [Indexed: 12/13/2022]
Abstract
Germline DNA alterations affecting homologous recombination pathway genes have been associated with pancreatic cancer (PC) risk. BRCA2 is the most studied gene and affects the management of PC patients and their families. Even though recent reports have suggested a similar role of germline ATM pathogenic variants (PV) in familial PC, there is still a disagreement between experts on how it could affect patient management given the lack of proper PC risk estimates. We retrospectively analyzed the germline data of 257 PC patients among whom nearly 50% were sporadic cases. We showed similar frequencies of BRCA2 (4.9%) and ATM (4.4%) PV or likely pathogenic variants, which were not related to familial history. Based on our findings and that of the literature, we suggest including ATM gene among the panel of genes analyzed in PC patients pending the publication of prospective studies.
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Affiliation(s)
- M Baz
- Département d'Oncogénétique, Hôpital Saint Louis, APHP, Paris, France.
| | | | - B Bressac
- Service de Génétique des Tumeurs, Gustave Roussy, Villejuif, France
| | - O Cabaret
- Service Oncogénétique, Gustave Roussy, Villejuif, France
| | - A Fievet
- Service Oncogénétique, Gustave Roussy, Villejuif, France
| | - M Dimaria
- Service Oncogénétique, Gustave Roussy, Villejuif, France
| | - V Goldbarg
- Service Oncogénétique, Gustave Roussy, Villejuif, France
| | - C Colas
- Département de Génétique (Department of Genetics), Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | | | - J Tinat
- Service de Génétique Médicale, Unité d'Oncogénétique, Centre Hospitalier, Universitaire de Bordeaux, Bordeaux, France
| | - M Lebrun
- CHU Saint Etienne, Genetic Service, Hôpital de Nord, Saint Etienne, France
| | - V Mari
- Centre Antoine Lacassagne, CLCC, Unité d'Oncogénétique, Nice, France
| | - J M Limacher
- Genetics Department, Hôpitaux Civils de Colmar, Colmar, France
| | - C Corsini
- Department of Cancer Genetics, CHU Montpellier, Univ Montpellier, Montpellier, France
| | - E Ginglinger
- CH de Mulhouse, Service de Génétique, Mulhouse, France
| | - J C Saurin
- Department of Endoscopy and Gastroenterology, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
| | - A Brahimi
- Department of Clinical Genetics, CHU Lille, 59000, Lille, France
| | - C Rouzier
- Université Côte d'Azur, CHU de Nice, INSERM, CNRS, IRCAN, Nice, France
| | - S Giraud
- Service de Génétique Clinique, Centre Hospitalier Lyon-Sud, Lyon, France
| | - H Schuster
- Service d'Oncogénétique, CLCC Paul Strauss, Strasbourg, France
| | - A Hollebecque
- Département de Médecine Oncologique, Gustave Roussy, Villejuif, France
- Université Paris-Saclay, Villejuif, France
| | - V Boige
- Département de Médecine Oncologique, Gustave Roussy, Villejuif, France
- Université Paris-Saclay, Villejuif, France
| | - E Cauchin
- Institut de Cancérologie de l'Ouest René Gauducheau, Saint-Herblain, Nantes, France
| | - D Malka
- Département de Médecine Oncologique, Gustave Roussy, Villejuif, France
- Université Paris-Saclay, Villejuif, France
| | - O Caron
- Service Oncogénétique, Gustave Roussy, Villejuif, France
| | - E Rouleau
- Service de Génétique des Tumeurs, Gustave Roussy, Villejuif, France
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149
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Dal Buono A, Poliani L, Greco L, Bianchi P, Barile M, Giatti V, Bonifacio C, Carrara S, Malesci A, Laghi L. Prevalence of Germline Mutations in Cancer Predisposition Genes in Patients with Pancreatic Cancer or Suspected Related Hereditary Syndromes: Historical Prospective Analysis. Cancers (Basel) 2023; 15:cancers15061852. [PMID: 36980738 PMCID: PMC10047356 DOI: 10.3390/cancers15061852] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 03/05/2023] [Accepted: 03/17/2023] [Indexed: 03/30/2023] Open
Abstract
We investigate the prevalence of germline mutations in cancer predisposition genes in patients with pancreatic ductal adenocarcinoma (PDAC) or suspected related hereditary syndromes. METHODS we enrolled for NGS with an Illumina TrueSight Cancer panel comprising 19 CPGs and 113 consecutive subjects referred to cancer genetic clinics for metastatic PDAC, early onset PDAC, suspected hereditary syndrome, or positive family history. RESULTS Overall, 23 (20.1%) subjects were carriers of 24 pathogenetic variants (PVs). We found 9 variants in BRCA2 (37.5%), 6 in CDKN2A (25%), 3 in ATM (12.5%), 2 in BRCA1 (8.3%), 1 in CHEK2 (4.1%), 1 in PALB2 (4.1%), 1 in MITF (4.1%), and 1 in FANCM (4.1%). A double PV (BRCA1 plus BRCA2) was found in 1 subject. We observed a nearly 30% (16/55) mutational rate in the subgroup of subjects tested for the suspected syndromes (PDAC and other synchronous or metachronous tumors or an indicative family history), and the frequency was significantly higher than that in patients with only metastatic PDAC (p = 0.05). In our cohort, 39 variants of unknown significance (VUS) were identified, most of which (16/39, 41%) in genes belonging to the Lynch syndrome spectrum. CONCLUSION A clinically relevant proportion of pancreatic cancer is associated with mutations in known predisposition genes. Guidelines instructing on an adequate selection for accessing genetic testing are eagerly needed. The heterogeneity of mutations identified in this study reinforces the value of using a multiple-gene panel in pancreatic cancer.
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Affiliation(s)
- Arianna Dal Buono
- Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Laura Poliani
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Luana Greco
- Laboratory of Molecular Gastroenterology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Paolo Bianchi
- Medical Analysis Laboratory, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Monica Barile
- Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Valentina Giatti
- Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Cristiana Bonifacio
- Radiology Department, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Silvia Carrara
- Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Alberto Malesci
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Luigi Laghi
- Laboratory of Molecular Gastroenterology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
- Department of Medicine and Surgery, University of Parma, 43125 Parma, Italy
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150
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Yao W, Chen X, Fan B, Zeng L, Zhou Z, Mao Z, Shen Q. Multidisciplinary team diagnosis and treatment of pancreatic cancer: Current landscape and future prospects. Front Oncol 2023; 13:1077605. [PMID: 37007078 PMCID: PMC10050556 DOI: 10.3389/fonc.2023.1077605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 03/03/2023] [Indexed: 03/17/2023] Open
Abstract
The pathogenesis of pancreatic cancer has not been completely clear, there is no highly sensitive and specific detection method, so early diagnosis is very difficult. Despite the rapid development of tumor diagnosis and treatment, it is difficult to break through in the short term and the overall 5-year survival rate of pancreatic cancer is less than 8%. In the face of the increasing incidence of pancreatic cancer, in addition to strengthening basic research, exploring its etiology and pathogenesis, it is urgent to optimize the existing diagnosis and treatment methods through standard multidisciplinary team (MDT), and formulate personalized treatment plan to achieve the purpose of improving the curative effect. However, there are some problems in MDT, such as insufficient understanding and enthusiasm of some doctors, failure to operate MDT according to the system, lack of good communication between domestic and foreign peers, and lack of attention in personnel training and talent echelon construction. It is expected to protect the rights and interests of doctors in the future and ensure the continuous operation of MDT. To strengthen the research on the diagnosis and treatment of pancreatic cancer, MDT can try the Internet +MDT mode to improve the efficiency of MDT.
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Affiliation(s)
- Weirong Yao
- Department of Oncology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Xiaoliang Chen
- Department of Hepatobiliary Surgery, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Bin Fan
- Department of Radiology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Lin Zeng
- Department of Oncology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Zhiyong Zhou
- Department of Oncology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Zhifang Mao
- Department of Oncology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Qinglin Shen
- Department of Oncology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
- Institute of Clinical Medicine, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
- *Correspondence: Qinglin Shen,
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