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Lee AA, Twoy A, Sutton A, Fushimi N, Park WG. Suboptimal adherence to surveillance in high-risk individuals for pancreatic cancer at a tertiary care academic center: Lessons from real-world surveillance patterns. Pancreatology 2025:S1424-3903(25)00087-0. [PMID: 40382255 DOI: 10.1016/j.pan.2025.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2025] [Revised: 05/02/2025] [Accepted: 05/09/2025] [Indexed: 05/20/2025]
Abstract
BACKGROUND/OBJECTIVES Screening for pancreatic ductal adenocarcinoma alters the course of disease among high-risk individuals (HRIs) and is recommended by multiple societies including the International Cancer of the Pancreas Screening Consortium, American Gastroenterological Association, and American Society of Gastrointestinal Endoscopy. However, there are limited analyses on the screening rates and barriers to adherence among HRIs. This study aims to describe real-world longitudinal screening adherence of a HRI surveillance cohort and identify potential barriers to adherence. METHODS Patients followed by Stanford's Benign Pancreas Clinic were identified as HRIs if they met screening criteria per the latest abovementioned screening guidelines, and were included in our study if they underwent at least 1 screening exam. Data on HRIs were obtained retrospectively from our hospital's electronic health record system. Patient and screening characteristics were analyzed by adherence rates. RESULTS 262 HRIs undergoing recommended screening were identified. The mean follow-up time per patient was 4.9 years and the mean successful annual screening rate within the entire cohort was 67%. HRIs in the lowest quartile of adherence were more likely to have more EUS rather than MRI surveillance exams compared to those who were completely adherent (p = 0.01). HRIs who were completely adherent were also an older cohort compared to those with non-complete adherence (p = 0.02) or in the lowest quartile of adherence (p = 0.01). CONCLUSIONS It is difficult to achieve high adherence rates for annual pancreatic cancer screening of HRIs as recommended by the latest guidelines. Age and screening modality may be factors that contribute to adherence difficulty.
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Affiliation(s)
- Alice A Lee
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA.
| | - Abigail Twoy
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Audrey Sutton
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Naoko Fushimi
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
| | - Walter G Park
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, USA
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2
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Zhu W, Chen L, Aphinyanaphongs Y, Kastrinos F, Simeone DM, Pochapin M, Stender C, Razavian N, Gonda TA. Identification of patients at risk for pancreatic cancer in a 3-year timeframe based on machine learning algorithms. Sci Rep 2025; 15:11697. [PMID: 40188106 PMCID: PMC11972345 DOI: 10.1038/s41598-025-89607-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 02/06/2025] [Indexed: 04/07/2025] Open
Abstract
Early detection of pancreatic cancer (PC) remains challenging largely due to the low population incidence and few known risk factors. However, screening in at-risk populations and detection of early cancer has the potential to significantly alter survival. In this study, we aim to develop a predictive model to identify patients at risk for developing new-onset PC at two and a half to three year time frame. We used the Electronic Health Records (EHR) of a large medical system from 2000 to 2021 (N = 537,410). The EHR data analyzed in this work consists of patients' demographic information, diagnosis records, and lab values, which are used to identify patients who were diagnosed with pancreatic cancer and the risk factors used in the machine learning algorithm for prediction. We identified 73 risk factors of pancreatic cancer with the Phenome-wide Association Study (PheWAS) on a matched case-control cohort. Based on them, we built a large-scale machine learning algorithm based on EHR. A temporally stratified validation based on patients not included in any stage of the training of the model was performed. This model showed an AUROC at 0.742 [0.727, 0.757] which was similar in both the general population and in a subset of the population who has had prior cross-sectional imaging. The rate of diagnosis of pancreatic cancer in those in the top 1 percentile of the risk score was 6 folds higher than the general population. Our model leverages data extracted from a 6-month window of time in the electronic health record to identify patients at nearly sixfold higher than baseline risk of developing pancreatic cancer 2.5-3 years from evaluation. This approach offers an opportunity to define an enriched population entirely based on static data, where current screening may be recommended.
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Affiliation(s)
- Weicheng Zhu
- Center for Data Science, New York University, New York, NY, USA
| | - Long Chen
- Center for Data Science, New York University, New York, NY, USA
| | - Yindalon Aphinyanaphongs
- Department of Population Health, New York University Grossman School of Medicine, 227 East 30th Street, 6th Floor, New York, NY, 10016, USA
| | - Fay Kastrinos
- Department of Medicine, Division of Digestive and Liver Diseases, Columbia University Irving Medical Center, New York, NY, USA
| | - Diane M Simeone
- Moores Cancer Center, UC San Diego Health, San Diego, CA, USA
| | - Mark Pochapin
- Division of Gastroenterology and Hepatology, Department of Medicine, New York University, 240 East 38th Street, 23rd Floor, New York, NY, 10016, USA
| | - Cody Stender
- Department of Surgery, New York University, New York, NY, USA
| | - Narges Razavian
- Department of Population Health, New York University Grossman School of Medicine, 227 East 30th Street, 6th Floor, New York, NY, 10016, USA.
| | - Tamas A Gonda
- Division of Gastroenterology and Hepatology, Department of Medicine, New York University, 240 East 38th Street, 23rd Floor, New York, NY, 10016, USA.
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3
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Fahrmann JF, Yip-Schneider M, Vykoukal J, Spencer R, Dennison JB, Do KA, Long JP, Maitra A, Zhang J, Schmidt CM, Hanash S, Irajizad E. Lead time trajectory of blood-based protein biomarkers for detection of pancreatic cancer based on repeat testing. Cancer Lett 2025; 612:217450. [PMID: 39793753 DOI: 10.1016/j.canlet.2025.217450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 12/06/2024] [Accepted: 01/07/2025] [Indexed: 01/13/2025]
Abstract
In the current study, we assessed whether repeated measurements of a panel of protein biomarkers with relevance to pancreatic ductal adenocarcinoma (PDAC) improves lead time performance for earlier detection over a single timepoint measurement. Specifically, CA125, CEA, LRG1, REG3A, THBS2, TIMP1, TNRFSF1A as well as CA19-9 were assayed in serially collected pre-diagnostic plasma from 242 PDAC cases and 242 age- and sex-matched non-case control participants in the PLCO cohort. We compared performance estimates of a parametric empirical Bayes (PEB) algorithm, which incorporates participant biomarker history, to that of a single-threshold (ST) method. We demonstrated improvements in AUC estimates (2-13 %) for all biomarkers when considering the PEB approach compared to ST. For CA19-9, the PEBCA19-9 yielded an AUC of 0.88 when at least one repeat measurement was within 3 years of clinical diagnosis. At a specificity of 98.5 %, the PEBCA19-9 identified 15 of the 41 PDAC cases and signaled positive at an average lead-time of 1.09 years whereas the ST approach captured 11 of the 41 PDAC cases with an average positive signal at 0.48 years. Among CA19-9 low individuals, a PEB algorithm based on repeat measurements of TIMP1 yielded an additional 14 % sensitivity at 98.5 % specificity. An adaptive algorithm that considers repeated CA19-9 measurements improves sensitivity and lead-time detection of PDAC compared to a single-threshold method. Additional protein biomarkers may improve sensitivity for earlier detection of PDAC among cases with low CA19-9.
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Affiliation(s)
- Johannes F Fahrmann
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Jody Vykoukal
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rachelle Spencer
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jennifer B Dennison
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kim-Anh Do
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA, 77030
| | - James P Long
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA, 77030
| | - Anirban Maitra
- Department of Translational Molecular Pathology and Sheikh Ahmed Center for Pancreatic Cancer Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA, 77030
| | - Jianjun Zhang
- Department of Epidemiology, Richard M. Fairbanks School of Public Health, Indiana University, Indianapolis, IN, USA.
| | - C Max Schmidt
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Samir Hanash
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Ehsan Irajizad
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA, 77030.
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4
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Heller M, Mann DA, Katona BW. Current Approaches of Pancreatic Cancer Surveillance in High-Risk Individuals. J Gastrointest Cancer 2025; 56:61. [PMID: 39932614 PMCID: PMC11814005 DOI: 10.1007/s12029-025-01184-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/25/2025] [Indexed: 02/14/2025]
Abstract
Currently, those recommended to undergo pancreatic cancer (PC) surveillance include appropriately aged individuals at high risk of PC due to an identifiable genetic susceptibility or those without identifiable genetic susceptibility who nonetheless have a strong family history of PC. With increases in identification of individuals at high risk for PC and increased use of PC surveillance in clinical practice, there has been increasing debate about who should undergo surveillance as well as how surveillance should be performed including use of imaging and blood-based testing. Furthermore, there is increasing interest in the outcomes of PC surveillance in high-risk individuals with some studies demonstrating that surveillance leads to downstaging of PC and improvements in survival. In this review, we summarize the current state of PC surveillance in high-risk individuals, providing an overview of the risk factors associated with PC, selection of high-risk individuals for PC surveillance, and the current, but non-uniform, recommendations for performing PC surveillance. Additionally, we review approaches to apply various imaging and blood-based tests to surveillance and the outcomes of PC surveillance.
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Affiliation(s)
- Melissa Heller
- Division of Hematology and Oncology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Derek A Mann
- Division of Hematology and Oncology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Bryson W Katona
- Division of Gastroenterology and Hepatology, University of Pennsylvania Perelman School of Medicine, 3400 Civic Center Blvd., 751 South Pavilion, Philadelphia, PA, 19104, USA.
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5
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Bogdanski AM, Acedo P, Wallace MB, van Leerdam ME, Klatte DCF. Recommendations, evidence and sustainability of screening for pancreatic cancer in high-risk individuals. Best Pract Res Clin Gastroenterol 2025; 74:101974. [PMID: 40210328 DOI: 10.1016/j.bpg.2025.101974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Accepted: 12/31/2024] [Indexed: 04/12/2025]
Abstract
Pancreatic cancer is a highly lethal malignancy and is predicted to become the second leading cause of cancer-related deaths by 2030. Early detection significantly improves outcomes, but general population screening remains infeasible due to the low prevalence of the disease and lack of specific biomarkers. This review evaluates current recommendations for pancreatic cancer surveillance in high-risk individuals, synthesises evidence from recent studies and explores the sustainability of current imaging-based surveillance programmes. Challenges such as overdiagnosis, economic feasibility and disparities in access highlight the need for targeted, cost-effective strategies. Collaborative initiatives and consortia are needed to advance biomarker research and refine risk stratification. By integrating evidence-based recommendations with sustainable approaches, this review outlines pathways to improve early detection and reduce mortality from pancreatic cancer.
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Affiliation(s)
- Aleksander M Bogdanski
- Department of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL, United States; Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Pilar Acedo
- Institute for Liver and Digestive Health, Division of Medicine, University College London, London, United Kingdom
| | - Michael B Wallace
- Department of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL, United States
| | - Monique E van Leerdam
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands; Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Derk C F Klatte
- Department of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL, United States; Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands.
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6
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Ying H, Kimmelman AC, Bardeesy N, Kalluri R, Maitra A, DePinho RA. Genetics and biology of pancreatic ductal adenocarcinoma. Genes Dev 2025; 39:36-63. [PMID: 39510840 PMCID: PMC11789498 DOI: 10.1101/gad.351863.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) poses a grim prognosis for patients. Recent multidisciplinary research efforts have provided critical insights into its genetics and tumor biology, creating the foundation for rational development of targeted and immune therapies. Here, we review the PDAC genomic landscape and the role of specific oncogenic events in tumor initiation and progression, as well as their contributions to shaping its tumor biology. We further summarize and synthesize breakthroughs in single-cell and metabolic profiling technologies that have illuminated the complex cellular composition and heterotypic interactions of the PDAC tumor microenvironment, with an emphasis on metabolic cross-talk across cancer and stromal cells that sustains anabolic growth and suppresses tumor immunity. These conceptual advances have generated novel immunotherapy regimens, particularly cancer vaccines, which are now in clinical testing. We also highlight the advent of KRAS targeted therapy, a milestone advance that has transformed treatment paradigms and offers a platform for combined immunotherapy and targeted strategies. This review provides a perspective summarizing current scientific and therapeutic challenges as well as practice-changing opportunities for the PDAC field at this major inflection point.
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Affiliation(s)
- Haoqiang Ying
- Department of Molecular and Cellular Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA;
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, University of Texas Health Science Center, Houston, Texas 77030, USA
| | - Alec C Kimmelman
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, New York 10016, USA
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York 10016, USA
| | - Nabeel Bardeesy
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts 02114, USA
- The Cancer Program, Broad Institute, Cambridge, Massachusetts 02142, USA
| | - Raghu Kalluri
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, University of Texas Health Science Center, Houston, Texas 77030, USA
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- Department of Bioengineering, Rice University, Houston, Texas 77030, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Anirban Maitra
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, University of Texas Health Science Center, Houston, Texas 77030, USA
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- Sheikh Ahmed Pancreatic Cancer Research Center, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Ronald A DePinho
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, University of Texas Health Science Center, Houston, Texas 77030, USA;
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
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7
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Blackford AL, Canto MI, Goggins M. Concerns Regarding the Utility of High-Risk Pancreatic Cancer Surveillance-Reply. JAMA Oncol 2025; 11:79-80. [PMID: 39602156 DOI: 10.1001/jamaoncol.2024.5522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Affiliation(s)
| | | | - Michael Goggins
- Johns Hopkins University School of Medicine, Baltimore, Maryland
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8
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Corallo C, Al-Adhami AS, Jamieson N, Valle J, Radhakrishna G, Moir J, Albazaz R. An update on pancreatic cancer imaging, staging, and use of the PACT-UK radiology template pre- and post-neoadjuvant treatment. Br J Radiol 2025; 98:13-26. [PMID: 39460945 DOI: 10.1093/bjr/tqae217] [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: 12/12/2023] [Revised: 10/01/2024] [Accepted: 10/22/2024] [Indexed: 10/28/2024] Open
Abstract
Pancreatic ductal adenocarcinoma continues to have a poor prognosis, although recent advances in neoadjuvant treatments (NATs) have provided some hope. Imaging assessment of suspected tumours can be challenging and requires a specific approach, with pancreas protocol CT being the primary imaging modality for staging with other modalities used as problem-solving tools to facilitate appropriate management. Imaging assessment post NAT can be particularly difficult due to a current lack of robust radiological criteria to predict response and differentiate treatment induced fibrosis/inflammation from residual tumour. This review aims to provide an update of pancreatic ductal adenocarcinoma with particular focus on three points: tumour staging pre- and post-NAT including vascular assessment, structured reporting with introduction of the PAncreatic Cancer reporting Template-UK (PACT-UK) radiology template, and the potential future role of artificial intelligence in the diagnosis and staging of pancreatic cancer.
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Affiliation(s)
- Carmelo Corallo
- Department of Radiology, St James's University Hospital, Leeds LS9 7TF, United Kingdom
| | - Abdullah S Al-Adhami
- Department of Radiology, Glasgow Royal Infirmary, Glasgow G31 2ER, United Kingdom
| | - Nigel Jamieson
- HPB Unit, Glasgow Royal Infirmary, Glasgow G31 2ER, United Kingdom
| | - Juan Valle
- Division of Cancer Sciences, University of Manchester, Manchester M20 4GJ, United Kingdom
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4 BX, United Kingdom
| | | | - John Moir
- HPB Unit, Freeman Hospital, Newcastle Upon Tyne NE7 7DN, United Kingdom
| | - Raneem Albazaz
- Department of Radiology, St James's University Hospital, Leeds LS9 7TF, United Kingdom
- University of Leeds, Leeds LS2 9JT, United Kingdom
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9
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Meziani J, de Jong JG, Fuhler GM, Koopmann BD, Levink IJ, Fockens P, Vleggaar FP, Bruno MJ, Cahen DL. Assessment of Glucose and HbA1c Monitoring in a Pancreatic Cancer Surveillance Program for High-Risk Individuals. Clin Transl Gastroenterol 2024; 15:e00777. [PMID: 39413349 PMCID: PMC11671095 DOI: 10.14309/ctg.0000000000000777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 10/01/2024] [Indexed: 10/18/2024] Open
Abstract
INTRODUCTION Several studies suggest that new-onset diabetes mellitus is an early manifestation of pancreatic ductal adenocarcinoma (PDAC). Therefore, the International Cancer of the Pancreas Screening Consortium recommends glucose and hemoglobin A1c (HbA1c) monitoring in high-risk individuals (HRIs) undergoing surveillance. However, evidence that such monitoring improves PDAC detection is lacking. Our aim was to investigate the association between serum glucose and HbA1c values and the development of PDAC in HRIs undergoing surveillance. METHODS Participants were recruited from the familial pancreatic cancer surveillance cohort, which follows hereditary predisposed HRIs yearly by magnetic resonance imaging and/or endoscopic ultrasound and blood sampling. Those who underwent fasting glucose and/or HbA1c monitoring at least once were eligible candidates. RESULTS Four hundred four HRIs met the inclusion criteria. During a median follow-up of 41 months (range 14-120), 9 individuals developed PDAC and 4 (without PDAC) were diagnosed with new-onset diabetes mellitus. Glucose levels ranged from 3.4 to 10.7 mmol/L (mean 5.6 ± 0.7) and HbA1c levels from 25 to 68 mmol/mol (mean 37.7 ± 4.1). The mean values did not differ significantly between PDAC cases and controls. The percentage of individuals with at least one elevated value were comparable between PDAC cases and controls for glucose (33% and 27%, P = 0.707) and HbA1c (22% and 14%, P = 0.623). No consistent glucose or HbA1c trends over time suggested a correlation with PDAC development. DISCUSSION In this HRI surveillance cohort, measuring glucose and HbA1c values did not contribute to PDAC detection. Larger and longer-term studies are needed to determine the final role of glucose and HbA1c monitoring in PDAC surveillance.
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Affiliation(s)
- Jihane Meziani
- Department of Gastroenterology & Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Jedidja G.Y. de Jong
- Department of Gastroenterology & Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Gwenny M. Fuhler
- Department of Gastroenterology & Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Brechtje D.M. Koopmann
- Department of Gastroenterology & Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Iris J.M. Levink
- Department of Gastroenterology & Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Paul Fockens
- Department of Gastroenterology & Hepatology, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Frank P. Vleggaar
- Department of Gastroenterology & Hepatology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Marco J. Bruno
- Department of Gastroenterology & Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Djuna L. Cahen
- Department of Gastroenterology & Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
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10
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Yavari P, Roointan A, Naghdibadi M, Masoudi-Sobhanzadeh Y. In-silico identification of therapeutic targets in pancreatic ductal adenocarcinoma using WGCNA and Trader. Sci Rep 2024; 14:23292. [PMID: 39375436 PMCID: PMC11488225 DOI: 10.1038/s41598-024-74252-4] [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: 01/27/2024] [Accepted: 09/24/2024] [Indexed: 10/09/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive malignancy, accounting for over 90% of pancreatic cancers, and is characterized by limited treatment options and poor survival rates. Systems biology provides in-depth insights into the molecular mechanisms of PDAC. In this context, novel algorithms and comprehensive strategies are essential for advancing the identification of critical network nodes and therapeutic targets within disease-related protein-protein interaction networks. This study employed a comprehensive computational strategy using the metaheuristic algorithm Trader to enhance the identification of potential therapeutic targets. Analysis of the expression data from the PDAC dataset (GSE132956) involved co-expression analysis and clustering of differentially expressed genes to identify key disease-associated modules. The STRING database was used to construct a network of differentially expressed genes, and the Trader algorithm pinpointed the top 30 DEGs whose removal caused the most significant network disconnections. Enriched gene ontology terms included "Signaling by Rho GTPases," "Signaling by receptor tyrosine kinases," and "immune system." Additionally, nine hub genes-FYN, MAPK3, CDK2, SNRPG, GNAQ, PAK1, LPCAT4, MAP1LC3B, and FBN1-were identified as central to PDAC pathogenesis. This integrated approach, combining co-expression analysis with protein-protein interaction network analysis using a metaheuristic algorithm, provides valuable insights into PDAC mechanisms and highlights several hub genes as potential therapeutic targets.
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Affiliation(s)
- Parvin Yavari
- Regenerative Medicine Research Center, Isfahan University of Medical Sciences, Hezar Jerib Avenue, Isfahan, Iran
| | - Amir Roointan
- Regenerative Medicine Research Center, Isfahan University of Medical Sciences, Hezar Jerib Avenue, Isfahan, Iran.
| | - Mohammadjavad Naghdibadi
- Regenerative Medicine Research Center, Isfahan University of Medical Sciences, Hezar Jerib Avenue, Isfahan, Iran
| | - Yosef Masoudi-Sobhanzadeh
- Faculty of Advanced Medical Siences, Tabriz University of Medical Sciences, Tabriz, Iran.
- Research Center for Pharmaceutical Nanotechnology, Biomedicine Institute, Tabriz university of Medical Sciences, Tabriz, Iran.
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11
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Turner KM, Patel SH. Pancreatic Cancer Screening among High-risk Individuals. Surg Clin North Am 2024; 104:951-964. [PMID: 39237170 DOI: 10.1016/j.suc.2024.03.002] [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: 09/07/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) continues to remain one of the leading causes of cancer-related death. Unlike other malignancies where universal screening is recommended, the same cannot be said for PDAC. The purpose of this study is to review which patients are at high risk of developing PDAC and therefore candidates for screening, methods/frequency of screening, and risk for these groups of patients.
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Affiliation(s)
- Kevin M Turner
- Department of Surgery, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH 45267-0558, USA
| | - Sameer H Patel
- Department of Surgery, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH 45267-0558, USA; Division of Surgical Oncology, Medical Science Building 231 Albert Sabin Way, Cincinnati, OH 45267-0558, USA.
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12
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Maoz A, Rodriguez NJ, Yurgelun MB, Syngal S. Gastrointestinal Cancer Precursor Conditions and Their Detection. Hematol Oncol Clin North Am 2024; 38:783-811. [PMID: 38760197 PMCID: PMC11537157 DOI: 10.1016/j.hoc.2024.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/19/2024]
Abstract
Gastrointestinal cancers are a leading cause of cancer morbidity and mortality. Many gastrointestinal cancers develop from cancer precursor lesions, which are commonly found in individuals with hereditary cancer syndromes. Hereditary cancer syndromes have advanced our understanding of cancer development and progression and have facilitated the evaluation of cancer prevention and interception efforts. Common gastrointestinal hereditary cancer syndromes, including their organ-specific cancer risk and surveillance recommendations, are reviewed in this article. The management of common gastroesophageal, pancreatic, and colonic precursor lesions is also discussed, regardless of their genetic background. Further research is needed to advance chemoprevention and immunoprevention strategies.
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Affiliation(s)
- Asaf Maoz
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA; Harvard Medical School, Boston, MA, USA. https://twitter.com/asaf_maoz
| | - Nicolette J Rodriguez
- Harvard Medical School, Boston, MA, USA; Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, 75 Francis Street, Boston MA 02115, USA; Division of Cancer Genetics and Prevention, 450 Brookline Avenue, Boston MA 02215, USA. https://twitter.com/Dr_NJRodriguez
| | - Matthew B Yurgelun
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA; Harvard Medical School, Boston, MA, USA. https://twitter.com/MattYurgelun
| | - Sapna Syngal
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA.
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Blackford AL, Canto MI, Dbouk M, Hruban RH, Katona BW, Chak A, Brand RE, Syngal S, Farrell J, Kastrinos F, Stoffel EM, Rustgi A, Klein AP, Kamel I, Fishman EK, He J, Burkhart R, Shin EJ, Lennon AM, Goggins M. Pancreatic Cancer Surveillance and Survival of High-Risk Individuals. JAMA Oncol 2024; 10:1087-1096. [PMID: 38959011 PMCID: PMC11223057 DOI: 10.1001/jamaoncol.2024.1930] [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: 10/18/2023] [Accepted: 02/05/2024] [Indexed: 07/04/2024]
Abstract
Importance Pancreatic ductal adenocarcinoma (PDAC) is a deadly disease with increasing incidence. The majority of PDACs are incurable at presentation, but population-based screening is not recommended. Surveillance of high-risk individuals for PDAC may lead to early detection, but the survival benefit is unproven. Objective To compare the survival of patients with surveillance-detected PDAC with US national data. Design, Setting, and Participants This comparative cohort study was conducted in multiple US academic medical centers participating in the Cancer of the Pancreas Screening program, which screens high-risk individuals with a familial or genetic predisposition for PDAC. The comparison cohort comprised patients with PDAC matched for age, sex, and year of diagnosis from the Surveillance, Epidemiology, and End Results (SEER) program. The Cancer of the Pancreas Screening program originated in 1998, and data collection was done through 2021. The data analysis was performed from April 29, 2022, through April 10, 2023. Exposures Endoscopic ultrasonography or magnetic resonance imaging performed annually and standard-of-care surgical and/or oncologic treatment. Main Outcomes and Measures Stage of PDAC at diagnosis, overall survival (OS), and PDAC mortality were compared using descriptive statistics and conditional logistic regression, Cox proportional hazards regression, and competing risk regression models. Sensitivity analyses and adjustment for lead-time bias were also conducted. Results A total of 26 high-risk individuals (mean [SD] age at diagnosis, 65.8 [9.5] years; 15 female [57.7%]) with PDAC were compared with 1504 SEER control patients with PDAC (mean [SD] age at diagnosis, 66.8 [7.9] years; 771 female [51.3%]). The median primary tumor diameter of the 26 high-risk individuals was smaller than in the control patients (2.5 [range, 0.6-5.0] vs 3.6 [range, 0.2-8.0] cm, respectively; P < .001). The high-risk individuals were more likely to be diagnosed with a lower stage (stage I, 10 [38.5%]; stage II, 8 [30.8%]) than matched control patients (stage I, 155 [10.3%]; stage II, 377 [25.1%]; P < .001). The PDAC mortality rate at 5 years was lower for high-risk individuals than control patients (43% vs 86%; hazard ratio, 3.58; 95% CI, 2.01-6.39; P < .001), and high-risk individuals lived longer than matched control patients (median OS, 61.7 [range, 1.9-147.3] vs 8.0 [range, 1.0-131.0] months; 5-year OS rate, 50% [95% CI, 32%-80%] vs 9% [95% CI, 7%-11%]). Conclusions and Relevance These findings suggest that surveillance of high-risk individuals may lead to detection of smaller, lower-stage PDACs and improved survival.
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Affiliation(s)
- Amanda L. Blackford
- 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 (Gastroenterology), The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Mohamad Dbouk
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Ralph H. Hruban
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Bryson W. Katona
- Division of Gastroenterology, Department of Medicine, Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Amitabh Chak
- Division of Gastroenterology and Liver Disease, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio
| | - Randall E. Brand
- Division of Gastroenterology, Hepatology and Nutrition, University of Pittsburgh Medical Center, Pennsylvania
| | - Sapna Syngal
- Cancer Genetics and Prevention, Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Division of Gastroenterology, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - James Farrell
- Yale Center for Pancreatic Disease, Section of Digestive Disease, Yale University, New Haven, Connecticut
| | - Fay Kastrinos
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York
| | - Elena M. Stoffel
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Anil Rustgi
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York
| | - Alison P. Klein
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Ihab Kamel
- Department of Radiology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Elliot K. Fishman
- Department of Radiology, 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
| | - Eun Ji Shin
- Department of Medicine (Gastroenterology), The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Anne Marie Lennon
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Medicine (Gastroenterology), The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Radiology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Michael Goggins
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Medicine (Gastroenterology), The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
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14
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Maurer E, Bartsch DK. Surgical aspects related to hereditary pancreatic cancer. Fam Cancer 2024; 23:341-350. [PMID: 38662263 PMCID: PMC11254980 DOI: 10.1007/s10689-024-00384-1] [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: 12/06/2023] [Accepted: 03/29/2024] [Indexed: 04/26/2024]
Abstract
The goal of surveillance programs for individuals at risk (IAR) from familial pancreatic cancer (FPC) families or families with other inherited tumor syndromes predisposing to the development of pancreatic adenocarcinoma (PDAC), such as hereditary pancreatitis or Peutz-Jeghers syndrome, is the dectection and consecutive curative resection of early PDAC or even better its high-grade precursor lesions. Although the indication for surgery is quite established, the extent of surgery is not well defined due to the lack of evidence-based data. In addition, multiple factors have to be taken into account to determine an optimal personalized surgical strategy. This holds especially true since pancreatic surgery is associated with a relatively high morbidity and might impair the quality of life significantly. In this article the surgical aspects in the setting of hereditary PDAC are discussed.
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Affiliation(s)
- Elisabeth Maurer
- Department of Visceral-, Thoracic- and Vascular Surgery, Philipps University Marburg, 35043, Baldingerstrasse, Marburg, Germany.
| | - Detlef K Bartsch
- Department of Visceral-, Thoracic- and Vascular Surgery, Philipps University Marburg, 35043, Baldingerstrasse, Marburg, Germany
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15
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Brentnall TA. Familial pancreatic cancer: a long fruitful journey. Fam Cancer 2024; 23:217-220. [PMID: 38436765 DOI: 10.1007/s10689-024-00364-5] [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: 01/24/2024] [Accepted: 02/05/2024] [Indexed: 03/05/2024]
Abstract
In the early years of my GI fellowship, a healthy 40-year-old man came to my clinic and announced that he was going to die of pancreatic cancer. His brothers, father and uncles had all died of the disease; he felt his fate was inescapable. I asked whether his family members had seen doctors or had any tests. His answer was yes to both. Even so, doctors could not diagnose the pancreatic cancer at early stages. CT scans were always negative. I thought to myself, in order to help this patient-CT scans may not be reliable for early detection. Perhaps other methods of imaging the pancreas might be of more benefit. This patient opened a door that led to a 30-year journey of trying to detect pancreatic cancer at earlier stages when it is curable.
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Affiliation(s)
- Teresa A Brentnall
- Department of Medicine, University of Washington, PO Box 356424, 1959 NE Pacific, Seattle, WA, USA.
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16
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Pflüger MJ, Brosens LAA, Hruban RH. Precursor lesions in familial and hereditary pancreatic cancer. Fam Cancer 2024; 23:267-278. [PMID: 38319536 DOI: 10.1007/s10689-024-00359-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 01/24/2024] [Indexed: 02/07/2024]
Abstract
Infiltrating ductal adenocarcinoma of the pancreas, referred to here as "pancreatic cancer," is one of the deadliest of all of the solid malignancies. The five-year survival rate in the United States for individuals diagnosed today with pancreatic cancer is a dismal 12%. Many invasive cancers, including pancreatic cancer, however, arise from histologically and genetically well-characterized precursor lesions, and these precancers are curable. Precursor lesions therefore are an attractive target for early detection and treatment. This is particularly true for individuals with an increased risk of developing invasive cancer, such as individuals with a strong family history of pancreatic cancer, and individuals with a germline variant known to increase the risk of developing pancreatic cancer. There is therefore a need to understand the precursor lesions that can give rise to invasive pancreatic cancer in these individuals.
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Affiliation(s)
- Michael J Pflüger
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lodewijk A A Brosens
- Department of Pathology, University Medical Center, Utrecht, The Netherlands
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ralph H Hruban
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Carnegie Room 415, 600 North Wolfe Street, Baltimore, MD, 21287, USA.
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17
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Huang C, Hecht EM, Soloff EV, Tiwari HA, Bhosale PR, Dasayam A, Galgano SJ, Kambadakone A, Kulkarni NM, Le O, Liau J, Luk L, Rosenthal MH, Sangster GP, Goenka AH. Imaging for Early Detection of Pancreatic Ductal Adenocarcinoma: Updates and Challenges in the Implementation of Screening and Surveillance Programs. AJR Am J Roentgenol 2024; 223:e2431151. [PMID: 38809122 DOI: 10.2214/ajr.24.31151] [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: 05/30/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is one of the most aggressive cancers. It has a poor 5-year survival rate of 12%, partly because most cases are diagnosed at advanced stages, precluding curative surgical resection. Early-stage PDA has significantly better prognoses due to increased potential for curative interventions, making early detection of PDA critically important to improved patient outcomes. We examine current and evolving early detection concepts, screening strategies, diagnostic yields among high-risk individuals, controversies, and limitations of standard-of-care imaging.
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Affiliation(s)
- Chenchan Huang
- Department of Radiology, NYU Langone Health, 660 First Ave, 3rd Fl, New York, NY 10016
| | | | - Erik V Soloff
- Department of Radiology, University of Washington, Seattle, WA
| | - Hina Arif Tiwari
- Department of Radiology, University of Arizona College of Medicine, Banner University Medicine, Tucson, AZ
| | - Priya R Bhosale
- Department of Radiology, The University of Texas MD Anderson Cancer Center, Bellaire, TX
| | - Anil Dasayam
- Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Samuel J Galgano
- Department of Radiology, University of Alabama at Birmingham, Birmingham, AL
| | | | - Naveen M Kulkarni
- Department of Radiology, Medical College of Wisconsin, Milwaukee, WI
| | - Ott Le
- Department of Radiology, The University of Texas MD Anderson Cancer Center, Bellaire, TX
| | - Joy Liau
- Department of Radiology, University of California at San Diego, San Diego, CA
| | - Lyndon Luk
- Department of Radiology, Columbia University Medical Center, New York, NY
| | - Michael H Rosenthal
- Department of Radiology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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18
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Fasullo M, Simeone D, Everett J, Agarunov E, Khanna L, Gonda T. A Blueprint for a Comprehensive, Multidisciplinary Pancreatic Cancer Screening Program. Am J Gastroenterol 2024; 119:404-408. [PMID: 37782292 DOI: 10.14309/ajg.0000000000002534] [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: 06/13/2023] [Accepted: 09/06/2023] [Indexed: 10/03/2023]
Affiliation(s)
- Matthew Fasullo
- Division of Gastroenterology, New York University, New York, New York, USA
| | - Diane Simeone
- Department of Surgery, Perlmutter Cancer Center, New York University, New York, New York, USA
| | - Jessica Everett
- Department of Medicine, Perlmutter Cancer Center, New York University, New York, New York, USA
| | - Emil Agarunov
- Division of Gastroenterology, New York University, New York, New York, USA
| | - Lauren Khanna
- Division of Gastroenterology, New York University, New York, New York, USA
| | - Tamas Gonda
- Division of Gastroenterology, New York University, New York, New York, USA
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19
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Nguyen D, Gilad O, Drogan CM, Eilers Z, Liao C, Kupfer SS. Risk perception and surveillance uptake in individuals at increased risk for pancreatic ductal adenocarcinoma. J Med Genet 2024; 61:270-275. [PMID: 37852748 DOI: 10.1136/jmg-2023-109539] [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: 07/26/2023] [Accepted: 09/26/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND Surveillance for pancreatic ductal adenocarcinoma (PDAC) is recommended for high-risk individuals with genetic variants in PDAC-associated genes and/or family history. Surveillance uptake and adherence may depend on the perception of PDAC risk and cancer worry. We aimed to determine PDAC risk perception in at-risk individuals and assess factors associated with PDAC surveillance uptake. METHODS At-risk individuals identified from a prospective academic registry were sent a survey electronically. PDAC risk perception, cancer worry and surveillance uptake were surveyed. Factors associated with increased risk perception and surveillance were assessed. Five-year PDAC risk was calculated using the PancPRO risk assessment model, and correlation with subjective risk assessment was assessed. RESULTS The overall survey response rate was 34% (279/816). The median perceived PDAC risk was twofold (IQR 1-4) above respondents' estimates of general population risk. Factors significantly associated with higher perceived PDAC risk included non-Hispanic white race, post-graduate education level, PDAC-affected first-degree relative, genetic variants and lack of personal cancer history. Cancer worry had a very weak correlation across PDAC risk estimates (r=0.16). No correlation between perceived PDAC risk and 5-year calculated PDAC risk was found. Older age, having a first-degree relative with PDAC, meeting with a medical provider about PDAC cancer risk and awareness of surveillance modalities were significant predictors of undergoing PDAC surveillance. CONCLUSIONS Individuals at risk for PDAC do not report risk perception that correlates with calculated risk. This presents an opportunity for counselling of at-risk patients to individualise management and improve surveillance uptake for eligible individuals.
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Affiliation(s)
- Denis Nguyen
- Pritzker School of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Ophir Gilad
- Section of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Christine M Drogan
- Section of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Zoe Eilers
- Section of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Chuanhong Liao
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois, USA
| | - Sonia S Kupfer
- Section of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Chicago, Chicago, Illinois, USA
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20
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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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21
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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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22
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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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23
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Tovar DR, Rosenthal MH, Maitra A, Koay EJ. Potential of artificial intelligence in the risk stratification for and early detection of pancreatic cancer. ARTIFICIAL INTELLIGENCE SURGERY 2023; 3:14-26. [PMID: 37124705 PMCID: PMC10141523 DOI: 10.20517/ais.2022.38] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the third most lethal cancer in the United States, with a 5-year life expectancy of 11%. Most symptoms manifest at an advanced stage of the disease when surgery is no longer appropriate. The dire prognosis of PDAC warrants new strategies to improve the outcomes of patients, and early detection has garnered significant attention. However, early detection of PDAC is most often incidental, emphasizing the importance of developing new early detection screening strategies. Due to the low incidence of the disease in the general population, much of the focus for screening has turned to individuals at high risk of PDAC. This enriches the screening population and balances the risks associated with pancreas interventions. The cancers that are found in these high-risk individuals by MRI and/or EUS screening show favorable 73% 5-year overall survival. Even with the emphasis on screening in enriched high-risk populations, only a minority of incident cancers are detected this way. One strategy to improve early detection outcomes is to integrate artificial intelligence (AI) into biomarker discovery and risk models. This expert review summarizes recent publications that have developed AI algorithms for the applications of risk stratification of PDAC using radiomics and electronic health records. Furthermore, this review illustrates the current uses of radiomics and biomarkers in AI for early detection of PDAC. Finally, various challenges and potential solutions are highlighted regarding the use of AI in medicine for early detection purposes.
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Affiliation(s)
- Daniela R. Tovar
- Department of Gastrointestinal Radiation Oncology, The University of Texas, Anderson Cancer Center, Houston, TX 77030, USA
| | | | - Anirban Maitra
- Department of Radiology, The University of Texas, Anderson Cancer Center, Houston, TX 77030, USA
| | - Eugene J. Koay
- Department of Gastrointestinal Radiation Oncology, The University of Texas, Anderson Cancer Center, Houston, TX 77030, USA
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Bychkovsky BL, Lo MT, Yussuf A, Horton C, Hemyari P, LaDuca H, Garber JE, Scheib R, Rana HQ. Pathogenic variants among females with breast cancer and a non-breast cancer reveal opportunities for cancer interception. Breast Cancer Res Treat 2023; 200:63-72. [PMID: 36856935 DOI: 10.1007/s10549-023-06870-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 01/21/2023] [Indexed: 03/02/2023]
Abstract
PURPOSE Herein, we report the frequency and distribution of germline pathogenic variants (PVs) among females with breast cancer (BC) and at least one other non-BC who underwent multi-gene panel testing (MGPT). Among females with PVs diagnosed first with BC or ovarian cancer (OC), we sought to enumerate the frequency of subsequent PV-associated cancers. METHODS Females with BC and cancer of ≥ 1 other site (multiple primary cancers, MPC) who underwent MGPT through Ambry Genetics from March 2012 to December 2016 were included if they had testing of at least 21 genes of interest (ATM, BARD1, BRCA1, BRCA2, BRIP1, CDH1, CHEK2, EPCAM, MLH1, MSH2, MSH6, MUTYH, NBN, NF1, PALB2, PMS2, PTEN, RAD51C, RAD51D, STK11, and TP53). Phenotypic data were abstracted from test requisition forms and clinical notes. RESULTS Of 6,617 evaluable patients, most were White (70.8%) and median age at first cancer, second cancer, and MGPT was 49 (interquartile range [IQR]: 18), 59 (IQR: 16), and 63 (IQR: 16) years, respectively. PVs were found among 14.1% (932/6617) of the overall cohort and in 16.4% (440/2687) of females who were diagnosed first with BC. Among those, 55.2% (243/440) had an actionable PV associated with a subsequent cancer diagnosis including 150 OCs. Of the 2443 females with breast and ovarian cancer, few (n = 97, 9.5%) were diagnosed first with OC, limiting our analysis. CONCLUSIONS Females with MPC, including BC, have a high frequency of germline PVs (14.1%). These data delineate the opportunities for intercepting subsequent cancers associated with genetic risk among females diagnosed first with BC.
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Affiliation(s)
- Brittany L Bychkovsky
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA. .,Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA, USA. .,Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA.
| | | | | | | | | | | | - Judy E Garber
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.,Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA, USA.,Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Rochelle Scheib
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.,Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA, USA.,Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Huma Q Rana
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.,Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
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25
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Everett JN, Sanoba SA, Jing X, Stender C, Schmitter M, Baptiste A, Chun J, Kawaler EA, Khanna LG, Gross SA, Gonda TA, Beri N, Oberstein PE, Simeone DM. Impact of comprehensive family history and genetic analysis in the multidisciplinary pancreatic tumor clinic setting. Cancer Med 2023; 12:2345-2355. [PMID: 35906821 PMCID: PMC9939217 DOI: 10.1002/cam4.5059] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 04/25/2022] [Accepted: 06/29/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Genetic testing is recommended for all pancreatic ductal adenocarcinoma (PDAC) patients. Prior research demonstrates that multidisciplinary pancreatic cancer clinics (MDPCs) improve treatment- and survival-related outcomes for PDAC patients. However, limited information exists regarding the utility of integrated genetics in the MDPC setting. We hypothesized that incorporating genetics in an MDPC serving both PDAC patients and high-risk individuals (HRI) could: (1) improve compliance with guideline-based genetic testing for PDAC patients, and (2) optimize HRI identification and PDAC surveillance participation to improve early detection and survival. METHODS Demographics, genetic testing results, and pedigrees were reviewed for PDAC patients and HRI at one institution over 45 months. Genetic testing analyzed 16 PDAC-associated genes at minimum. RESULTS Overall, 969 MDPC subjects were evaluated during the study period; another 56 PDAC patients were seen outside the MDPC. Among 425 MDPC PDAC patients, 333 (78.4%) completed genetic testing; 29 (8.7%) carried a PDAC-related pathogenic germline variant (PGV). Additionally, 32 (9.6%) met familial pancreatic cancer (FPC) criteria. These PDAC patients had 191 relatives eligible for surveillance or genetic testing. Only 2/56 (3.6%) non-MDPC PDAC patients completed genetic testing (p < 0.01). Among 544 HRI, 253 (46.5%) had a known PGV or a designation of FPC, and were eligible for surveillance at baseline; of the remainder, 15/291 (5.2%) were eligible following genetic testing and PGV identification. CONCLUSION Integrating genetics into the multidisciplinary setting significantly improved genetic testing compliance by reducing logistical barriers for PDAC patients, and clarified cancer risks for their relatives while conserving clinical resources. Overall, we identified 206 individuals newly eligible for surveillance or genetic testing (191 relatives of MDPC PDAC patients, and 15 HRI from this cohort), enabling continuity of care for PDAC patients and at-risk relatives in one clinic.
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Affiliation(s)
- Jessica N. Everett
- Department of MedicineNew York University Langone HealthNew York CityNew YorkUSA
- Department of SurgeryNew York University Langone HealthNew York CityNew YorkUSA
- Perlmutter Cancer CenterNew York University Langone HealthNew York CityNew YorkUSA
| | - Shenin A. Sanoba
- Perlmutter Cancer CenterNew York University Langone HealthNew York CityNew YorkUSA
| | - Xiaohong Jing
- Perlmutter Cancer CenterNew York University Langone HealthNew York CityNew YorkUSA
| | - Cody Stender
- Perlmutter Cancer CenterNew York University Langone HealthNew York CityNew YorkUSA
| | - Madeleine Schmitter
- Perlmutter Cancer CenterNew York University Langone HealthNew York CityNew YorkUSA
| | - Ariele Baptiste
- Perlmutter Cancer CenterNew York University Langone HealthNew York CityNew YorkUSA
| | - Jennifer Chun
- Perlmutter Cancer CenterNew York University Langone HealthNew York CityNew YorkUSA
| | - Emily A. Kawaler
- Applied Bioinformatics LaboratoriesNew York University Langone HealthNew York CityNew YorkUSA
| | - Lauren G. Khanna
- Department of MedicineNew York University Langone HealthNew York CityNew YorkUSA
| | - Seth A. Gross
- Department of MedicineNew York University Langone HealthNew York CityNew YorkUSA
| | - Tamas A. Gonda
- Department of MedicineNew York University Langone HealthNew York CityNew YorkUSA
| | - Nina Beri
- Department of MedicineNew York University Langone HealthNew York CityNew YorkUSA
- Department of SurgeryNew York University Langone HealthNew York CityNew YorkUSA
| | - Paul E. Oberstein
- Department of MedicineNew York University Langone HealthNew York CityNew YorkUSA
- Department of SurgeryNew York University Langone HealthNew York CityNew YorkUSA
| | - Diane M. Simeone
- Department of MedicineNew York University Langone HealthNew York CityNew YorkUSA
- Perlmutter Cancer CenterNew York University Langone HealthNew York CityNew YorkUSA
- Department of PathologyNew York University Langone HealthNew York CityNew YorkUSA
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26
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Porter N, Laheru D, Lau B, He J, Zheng L, Narang A, Roberts NJ, Canto MI, Lennon AM, Goggins MG, Hruban RH, Klein AP. Risk of Pancreatic Cancer in the Long-Term Prospective Follow-Up of Familial Pancreatic Cancer Kindreds. J Natl Cancer Inst 2022; 114:1681-1688. [PMID: 36029239 PMCID: PMC9745433 DOI: 10.1093/jnci/djac167] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 06/27/2022] [Accepted: 08/25/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND A family history of pancreatic cancer is associated with increased pancreatic cancer risk. However, risk estimates for individuals in kindreds with an aggregation of pancreatic cancer (>1 relative) are imprecise because of small samples sizes or potentially impacted by biases inherent in retrospective data. OBJECTIVE The objective of this study is to determine the age-specific pancreatic cancer risk as a function of family history using prospective data. METHODS We compared pancreatic cancer incidence (n = 167) in 21 141 individuals from 4433 families enrolled in the National Familial Pancreatic Cancer Registry with that expected based on Surveillance Epidemiology and End Results data and estimated the cumulative probability of pancreatic cancer using competing risk regression. RESULTS Familial pancreatic kindred members (kindreds with pancreatic cancer in 2 first-degree relatives [FDRs] or a pathogenic variant) had a standardized incidence ratio of 4.86 (95% confidence interval [CI] = 4.01 to 5.90), and sporadic kindred members (kindreds not meeting familial criteria) had a standardized incidence ratio of 2.55 (95% CI = 1.95 to 3.34). Risk in familial pancreatic cancer kindreds increased with an increasing number of FDRs with pancreatic cancer, with a standardized incidence ratio of 3.46 (95% CI = 2.52 to 4.76), 5.44 (95% CI = 4.07 to 7.26), and 10.78 (95% CI = 6.87 to 16.89) for 1, 2, and 3 or more FDRs with pancreatic cancer, respectively. Risk was also higher among individuals with a family history of young-onset (aged younger than 50 years) pancreatic cancer. CONCLUSION Pancreatic cancer risk is strongly dependent on family history, including both the degree of relationship(s) and age of onset of pancreatic cancer in relatives. These risk estimates will help inform the design of early detection studies and the risk and benefit analysis of screening trials.
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Affiliation(s)
- Nancy Porter
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Daniel Laheru
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Bryan Lau
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jin He
- Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Lei Zheng
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Amol Narang
- Division of Radiation Oncology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Nicholas J Roberts
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Marcia I Canto
- Division of Gastroenterology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Anne Marie Lennon
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Division of Radiation Oncology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Michael G Goggins
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
- Division of Gastroenterology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Ralph H Hruban
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Alison P Klein
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
- Division of Gastroenterology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
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27
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Huang C, Simeone DM, Luk L, Hecht EM, Khatri G, Kambadakone A, Chandarana H, Ream JM, Everett JN, Guimaraes A, Liau J, Dasyam AK, Harmath C, Megibow AJ. Standardization of MRI Screening and Reporting in Individuals With Elevated Risk of Pancreatic Ductal Adenocarcinoma: Consensus Statement of the PRECEDE Consortium. AJR Am J Roentgenol 2022; 219:903-914. [PMID: 35856454 DOI: 10.2214/ajr.22.27859] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive malignancies, with a dismal survival rate. Screening the general population for early detection of PDAC is not recommended, but because early detection improves survival, high-risk individuals, defined as those meeting criteria based on a family history of PDAC and/or the presence of known pathogenic germline variant genes with PDAC risk, are recommended to undergo screening with MRI and/or endoscopic ultrasound at regular intervals. The Pancreatic Cancer Early Detection (PRECEDE) Consortium was formed in 2018 and is composed of gastroenterologists, geneticists, pancreatic surgeons, radiologists, statisticians, and researchers from 40 sites in North America, Europe, and Asia. The overarching goal of the PRECEDE Consortium is to facilitate earlier diagnosis of PDAC for high-risk individuals to increase survival of the disease. A standardized MRI protocol and reporting template are needed to enhance the quality of screening examinations, improve consistency of clinical management, and facilitate multiinstitutional research. We present a consensus statement to standardize MRI screening and reporting for individuals with elevated risk of pancreatic cancer.
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Affiliation(s)
| | | | | | | | - Gaurav Khatri
- University of Texas Southwestern Medical Center, Dallas, TX
| | | | | | | | | | | | - Joy Liau
- University of California at San Diego, La Jolla, CA
| | - Anil K Dasyam
- University of Pittsburgh Medical Center, Pittsburgh, PA
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Bagias G, Kanavidis P, Vailas M, Despotidis M, Sotiropoulou M, Katsaros I, Maroulis I, Filippou D, Schizas D. Surgical management of familial pancreatic cancer: a systematic review of the literature. ANZ J Surg 2022; 92:2816-2821. [PMID: 35758214 DOI: 10.1111/ans.17834] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/30/2022] [Accepted: 05/19/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is the third most common cause of cancer-related mortality. The fact that the vast majority of patients with PDAC are diagnosed at an advanced stage highlights the need of early diagnosis. As hereditary factors are associated with approximately 5% of all PDAC cases, a screening programme to these high-risk individuals (HRI) has been proposed. The aim of screening methods is to identify selected group of patients with morphological abnormalities at an early stage, in order to be treated promptly. In this study, we evaluate the surgical outcomes and the appropriateness of pancreatic resection in HRIs who were selected for screening. METHODS A systematic literature search of the PubMed, Embase, and Cochrane databases was performed. The clinicopathological features were recorded and evaluated. RESULTS Six studies were selected for data collection. A total number of 77 patients were identified. Twenty-one patients had a germline mutation, with CDKN2A being the most prominent one (15.6%). Distal pancreatectomy was the most common surgical procedure (42.8%), followed by pancreaticoduodenectomy (33.8%). The mean disease-free survival was 23.6 months and tumour recurrence occurred in 9 patients (11.7%). Disease-specific mortality was 17.8%, while overall mortality was 19.5%. The most frequently reported postoperative diagnosis was PDAC (28 cases, 38.9%), followed by IPMN (23 cases, 31.9%), whereas high-grade PanIN lesions were found in 13 patients (18.1%). CONCLUSION High-risk individuals for pancreatic cancer, who are eventually operated may have a relatively uneventful postoperative course, however the oncological outcomes are comparable to the general population.
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Affiliation(s)
- George Bagias
- Third Department of Surgery, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Prodromos Kanavidis
- First Department of Surgery, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Michail Vailas
- First Department of Surgery, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Markos Despotidis
- First Department of Surgery, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Maria Sotiropoulou
- First Department of Surgery, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Ioannis Katsaros
- First Department of Surgery, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Ioannis Maroulis
- Department of Surgery, University of Patras Medical School, Patras, Greece
| | - Dimitrios Filippou
- Department of Anatomy and Surgical Anatomy, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Dimitrios Schizas
- First Department of Surgery, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
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29
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Tanaka H, Tamura K, Abe T, Yoshida T, Macgregor-Das A, Dbouk M, Blackford AL, Borges M, Lennon AM, He J, Burkhart R, Canto MI, Goggins M. Serum Carboxypeptidase Activity and Genotype-Stratified CA19-9 to Detect Early-Stage Pancreatic Cancer. Clin Gastroenterol Hepatol 2022; 20:2267-2275.e2. [PMID: 34648951 PMCID: PMC9001752 DOI: 10.1016/j.cgh.2021.10.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 09/27/2021] [Accepted: 10/05/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS Serum diagnostic markers of early-stage pancreatic ductal adenocarcinoma (PDAC) are needed, especially for stage I disease. As tumors grow and cause pancreatic atrophy, markers derived from pancreatic parenchyma such as serum carboxypeptidase A (CPA) activity lose diagnostic performance. We evaluated, with CA19-9, serum CPA as a marker of early pancreatic cancer. METHODS Serum CPA activity levels were measured in 345 controls undergoing pancreatic surveillance, divided into 2 sets, set 1 being used to establish a reference range. Variants within the CPA1 locus were sought for their association with pancreatic CPA1 expression to determine if such variants associated with serum CPA levels. A total of 190 patients with resectable PDAC were evaluated. RESULTS Among controls, those having 1 or more minor alleles of CPA1 variants rs6955723 or rs2284682 had significantly higher serum CPA levels than did those without (P = .001). None of the PDAC cases with pancreatic atrophy had an elevated CPA. Among 122 PDAC cases without atrophy, defining serum CPA diagnostic cutoffs by a subject's CPA1 variants yielded a diagnostic sensitivity of 18% at 99% specificity (95% confidence interval [CI], 11.7-26) (vs 11.1% sensitivity using a uniform diagnostic cutoff); combining CPA with variant-stratified CA19-9 yielded a sensitivity of 68.0% (95% CI, 59.0-76.2) vs 63.1% (95% CI, 53.9- 71.7) for CA19-9 alone; and among stage I PDAC cases, diagnostic sensitivity was 51.9% (95% CI, 31.9-71.3) vs 37.0% (95% CI, 19.4-57.6) for CA19-9 alone. In the validation control set, the variant-stratified diagnostic cutoff yielded a specificity of 98.2%. CONCLUSION Serum CPA activity has diagnostic utility before the emergence of pancreatic atrophy as a marker of localized PDAC, including stage I disease.
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Affiliation(s)
- Haruyoshi Tanaka
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Koji Tamura
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Toshiya Abe
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Takeichi Yoshida
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Anne Macgregor-Das
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Mohamad Dbouk
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Amanda L Blackford
- Department of Oncology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Michael Borges
- Department of Surgery, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Anne Marie Lennon
- Department of Surgery, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland; Department of Medicine, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Jin He
- Department of Surgery, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Richard Burkhart
- Department of Surgery, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Marcia Irene Canto
- Department of Oncology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland; Department of Medicine, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Michael Goggins
- Department of Pathology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland; Department of Oncology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland; Department of Medicine, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland.
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30
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Labiner AJ, Aronson A, Lucas AL. Screening and Surveillance for Pancreatic Adenocarcinoma in High-Risk Individuals. Hematol Oncol Clin North Am 2022; 36:929-942. [DOI: 10.1016/j.hoc.2022.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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31
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Klatte DCF, Boekestijn B, Wasser MNJM, Feshtali Shahbazi S, Ibrahim IS, Mieog JSD, Luelmo SAC, Morreau H, Potjer TP, Inderson A, Boonstra JJ, Dekker FW, Vasen HFA, van Hooft JE, Bonsing BA, van Leerdam ME. Pancreatic Cancer Surveillance in Carriers of a Germline CDKN2A Pathogenic Variant: Yield and Outcomes of a 20-Year Prospective Follow-Up. J Clin Oncol 2022; 40:3267-3277. [PMID: 35658523 DOI: 10.1200/jco.22.00194] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/30/2022] [Accepted: 04/26/2022] [Indexed: 12/20/2022] Open
Abstract
PURPOSE Pancreatic cancer surveillance in high-risk individuals may lead to detection of pancreatic ductal adenocarcinoma (PDAC) at an earlier stage and with improved survival. This study evaluated the yield and outcomes of 20 years of prospective surveillance in a large cohort of individuals with germline pathogenic variants (PVs) in CDKN2A. METHODS Prospectively collected data were analyzed from individuals participating in pancreatic cancer surveillance. Surveillance consisted of annual magnetic resonance imaging with magnetic resonance cholangiopancreatography and optional endoscopic ultrasound. RESULTS Three hundred forty-seven germline PV carriers participated in surveillance and were followed for a median of 5.6 (interquartile range 2.3-9.9) years. A total of 36 cases of PDAC were diagnosed in 31 (8.9%) patients at a median age of 60.4 (interquartile range 51.3-64.1) years. The cumulative incidence of primary PDAC was 20.7% by age 70 years. Five carriers (5 of 31; 16.1%) were diagnosed with a second primary PDAC. Thirty (83.3%) of 36 PDACs were considered resectable at the time of imaging. Twelve cases (12 of 36; 33.3%) presented with stage I disease. The median survival after diagnosis of primary PDAC was 26.8 months, and the 5-year survival rate was 32.4% (95% CI, 19.1 to 54.8). Individuals with primary PDAC who underwent resection (22 of 31; 71.0%) had an overall 5-year survival rate of 44.1% (95% CI, 27.2 to 71.3). Nine (2.6%; 9 of 347) individuals underwent surgery for a suspected malignant lesion, which proved to not be PDAC, and this included five lesions with low-grade dysplasia. CONCLUSION This long-term surveillance study demonstrates a high incidence of PDAC in carriers of a PV in CDKN2A. This provides evidence that surveillance in such a high-risk population leads to detection of early-stage PDAC with improved resectability and survival.
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Affiliation(s)
- Derk C F Klatte
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Bas Boekestijn
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Martin N J M Wasser
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Isaura S Ibrahim
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - J Sven D Mieog
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Saskia A C Luelmo
- Department of Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hans Morreau
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - Thomas P Potjer
- Department of Clinical Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | - Akin Inderson
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Jurjen J Boonstra
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Friedo W Dekker
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hans F A Vasen
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Jeanin E van Hooft
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Bert A Bonsing
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Monique E van Leerdam
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
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Abstract
Individuals at increased risk of developing pancreatic cancer, including those with a significant family history of the disease and those with pancreatic cancer susceptibility gene variants, can benefit from pancreas surveillance. Most pancreatic cancers diagnosed during surveillance are early-stage and such patients can achieve long-term survival. Determining who should undergo pancreas surveillance is still a work-in-progress, but the main tools clinicians use to estimate an individual's risk of pancreatic cancer are patient's age, the extent of their family history of pancreatic cancer, and whether or not they have a pancreatic cancer susceptibility gene mutation.
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Affiliation(s)
- Helena Saba
- Departments of Pathology, Johns Hopkins Medical Institutions, CRB2 351, 1550 Orleans Street, Baltimore, MD 21231, USA
| | - Michael Goggins
- Departments of Pathology, Johns Hopkins Medical Institutions, CRB2 351, 1550 Orleans Street, Baltimore, MD 21231, USA; Departments of Medicine, Johns Hopkins Medical Institutions, CRB2 351, 1550 Orleans Street, Baltimore, MD 21231, USA; Departments of Oncology, Johns Hopkins Medical Institutions, CRB2 351, 1550 Orleans Street, Baltimore, MD 21231, USA; Bloomberg School of Public Health, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, CRB2 351, 1550 Orleans Street, Baltimore, MD 21231, USA.
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Khalaf N, Ali B. New-onset Diabetes as a Signpost of Early Pancreatic Cancer: The Role of Screening. Clin Gastroenterol Hepatol 2022; 20:1927-1930. [PMID: 35181568 DOI: 10.1016/j.cgh.2022.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 02/03/2022] [Accepted: 02/09/2022] [Indexed: 02/07/2023]
Affiliation(s)
- Natalia Khalaf
- Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas; Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas.
| | - Basim Ali
- Department of Medicine, Baylor College of Medicine, Houston, Texas
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Vanek P, Urban O, Zoundjiekpon V, Falt P. Current Screening Strategies for Pancreatic Cancer. Biomedicines 2022; 10:biomedicines10092056. [PMID: 36140157 PMCID: PMC9495594 DOI: 10.3390/biomedicines10092056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 08/17/2022] [Accepted: 08/19/2022] [Indexed: 11/16/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a dreaded malignancy with a dismal 5-year survival rate despite maximal efforts on optimizing treatment strategies. Radical surgery is the only potential curative procedure. Unfortunately, the majority of patients are diagnosed with locally advanced or metastatic disease, which renders them ineligible for curative resection. Early detection of PDAC is thus considered to be the most effective way to improve survival. In this regard, pancreatic screening has been proposed to improve results by detecting asymptomatic stages of PDAC and its precursors. There is now evidence of benefits of systematic surveillance in high-risk individuals, and the current guidelines emphasize the potential of screening to affect overall survival in individuals with genetic susceptibility syndromes or familial occurrence of PDAC. Here we aim to summarize the current knowledge about screening strategies for PDAC, including the latest epidemiological data, risk factors, associated hereditary syndromes, available screening modalities, benefits, limitations, as well as management implications.
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Seppälä TT, Zimmerman JW, Suri R, Zlomke H, Ivey GD, Szabolcs A, Shubert CR, Cameron JL, Burns WR, Lafaro KJ, He J, Wolfgang CL, Zou YS, Zheng L, Tuveson DA, Eshleman JR, Ryan DP, Kimmelman AC, Hong TS, Ting DT, Jaffee EM, Burkhart RA. Precision Medicine in Pancreatic Cancer: Patient-Derived Organoid Pharmacotyping Is a Predictive Biomarker of Clinical Treatment Response. Clin Cancer Res 2022; 28:3296-3307. [PMID: 35363262 PMCID: PMC9357072 DOI: 10.1158/1078-0432.ccr-21-4165] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 01/24/2022] [Accepted: 03/28/2022] [Indexed: 02/04/2023]
Abstract
PURPOSE Patient-derived organoids (PDO) are a promising technology to support precision medicine initiatives for patients with pancreatic ductal adenocarcinoma (PDAC). PDOs may improve clinical next-generation sequencing (NGS) and enable rapid ex vivo chemotherapeutic screening (pharmacotyping). EXPERIMENTAL DESIGN PDOs were derived from tissues obtained during surgical resection and endoscopic biopsies and studied with NGS and pharmacotyping. PDO-specific pharmacotype is assessed prospectively as a predictive biomarker of clinical therapeutic response by leveraging data from a randomized controlled clinical trial. RESULTS Clinical sequencing pipelines often fail to detect PDAC-associated somatic mutations in surgical specimens that demonstrate a good pathologic response to previously administered chemotherapy. Sequencing the PDOs derived from these surgical specimens, after biomass expansion, improves the detection of somatic mutations and enables quantification of copy number variants. The detection of clinically relevant mutations and structural variants is improved following PDO biomass expansion. On clinical trial, PDOs were derived from biopsies of treatment-naïve patients prior to treatment with FOLFIRINOX (FFX). Ex vivo PDO pharmacotyping with FFX components predicted clinical therapeutic response in these patients with borderline resectable or locally advanced PDAC treated in a neoadjuvant or induction paradigm. PDO pharmacotypes suggesting sensitivity to FFX components were associated with longitudinal declines of tumor marker, carbohydrate-antigen 19-9 (CA-19-9), and favorable RECIST imaging response. CONCLUSIONS PDOs established from tissues obtained from patients previously receiving cytotoxic chemotherapies can be accomplished in a clinically certified laboratory. Sequencing PDOs following biomass expansion improves clinical sequencing quality. High in vitro sensitivity to standard-of-care chemotherapeutics predicts good clinical response to systemic chemotherapy in PDAC. See related commentary by Zhang et al., p. 3176.
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Affiliation(s)
- Toni T. Seppälä
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Abdominal Surgery, Helsinki University Hospital, Helsinki, Finland
- Applied Tumor Genomics Research Program, University of Helsinki, Helsinki, Finland
| | - Jacquelyn W. Zimmerman
- Department of Medical Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | - Reecha Suri
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Haley Zlomke
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gabriel D. Ivey
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Annamaria Szabolcs
- The Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Christopher R Shubert
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | - John L. Cameron
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | - William R. Burns
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | - Kelly J Lafaro
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | - Jin He
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | | | - Ying S. Zou
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lei Zheng
- Department of Medical Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | - David A. Tuveson
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - James R. Eshleman
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - David P. Ryan
- The Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Alec C. Kimmelman
- Department of Radiation Oncology at New York University Grossman School of Medicine, New York, NY, USA
| | - Theodore S. Hong
- The Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - David T. Ting
- The Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Elizabeth M. Jaffee
- Department of Medical Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | - Richard A. Burkhart
- Division of Hepatobiliary and Pancreatic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Medical Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Cancer Convergence Institute, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
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Wood LD, Canto MI, Jaffee EM, Simeone DM. Pancreatic Cancer: Pathogenesis, Screening, Diagnosis, and Treatment. Gastroenterology 2022; 163:386-402.e1. [PMID: 35398344 PMCID: PMC9516440 DOI: 10.1053/j.gastro.2022.03.056] [Citation(s) in RCA: 432] [Impact Index Per Article: 144.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 03/13/2022] [Accepted: 03/25/2022] [Indexed: 12/13/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a clinically challenging cancer, due to both its late stage at diagnosis and its resistance to chemotherapy. However, recent advances in our understanding of the biology of PDAC have revealed new opportunities for early detection and targeted therapy of PDAC. In this review, we discuss the pathogenesis of PDAC, including molecular alterations in tumor cells, cellular alterations in the tumor microenvironment, and population-level risk factors. We review the current status of surveillance and early detection of PDAC, including populations at high risk and screening approaches. We outline the diagnostic approach to PDAC and highlight key treatment considerations, including how therapeutic approaches change with disease stage and targetable subtypes of PDAC. Recent years have seen significant improvements in our approaches to detect and treat PDAC, but large-scale, coordinated efforts will be needed to maximize the clinical impact for patients and improve overall survival.
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Affiliation(s)
- Laura D Wood
- Departments of Pathology and Oncology, Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Marcia Irene Canto
- Division of Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Elizabeth M Jaffee
- Sidney Kimmel Cancer Center, Skip Viragh Center for Pancreatic Cancer Research and Clinical Care, Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Diane M Simeone
- Departments of Surgery and Pathology, Perlmutter Cancer Center, NYU Langone Health, New York, New York
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Lehrer S, Rheinstein PH. EARS2 significantly coexpresses with PALB2 in breast and pancreatic cancer. Cancer Treat Res Commun 2022; 32:100595. [PMID: 35779338 PMCID: PMC9427692 DOI: 10.1016/j.ctarc.2022.100595] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 06/14/2022] [Accepted: 06/20/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND PALB2 (BRCA2 partner and localizer) is a BRCA2-interacting protein that is required for BRCA2 genome caretaker tasks and interacts with BRCA1. Women with PALB2 mutation have a 40% to 60% higher risk of breast cancer, almost equivalent to women who have BRCA mutations. PALB2 mutation may also increase the risk of pancreatic cancer. New guidelines for PALB2 mutation in breast cancer advise pancreatic cancer screening, which includes M.R.I.s of the pancreas as well as endoscopic ultrasonography, for women who have a family history of pancreatic cancer. Using the Cancer Genome Atlas (TCGA) and The Human Protein Atlas we examined genes that co-express with PALB2 in breast and pancreatic cancer. METHODS We used cBioPortal for Cancer Genomics to analyze data in TCGA. cBioPortal provides visualization, analysis and download of large-scale cancer genomics data sets. We used the UCSC Xena Browser to additionally analyze gene expression in TCGA. RESULTS Six genes, EARS2, ARL6IP1, DNAJA3, KNOP1, RPUSD1, and TMEM186, significantly coexpressed with PALB2 in both breast and pancreatic cancer. Glutamyl-tRNA synthetase 2 (EARS2) was the only gene coexpressing with PALB2 in the breast and pancreatic cancer subjects that was significantly related to pancreatic cancer survival. Elevated PALB2 and EARS2 gene expression are both significantly associated with the PAM50 Luminal B subtype and high risk of recurrence, suggesting why these women may need active intervention, such as prophylactic mastectomy. CONCLUSIONS EARS2 expression might be a risk factor for pancreatic cancer in breast cancer patients with PALB2 mutations. By assessing EARS2 expression in breast tumors, the clinician might obtain a second piece of information that, with family history of pancreatic cancer, could inform the decision to perform pancreatic cancer screening.
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Affiliation(s)
- Steven Lehrer
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, US.
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Wu BU, Lustigova E, Chen Q, Dong EY, Maitra A, Chari ST, Feng Z, Rinaudo JA, Matrisian LM, Parker RA. Imaging of the Pancreas in New-Onset Diabetes: A Prospective Pilot Study. Clin Transl Gastroenterol 2022; 13:e00478. [PMID: 35333778 PMCID: PMC9236602 DOI: 10.14309/ctg.0000000000000478] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 02/09/2022] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION The aim of this study was to assess the feasibility of cross-sectional imaging for detection of pancreatic cancer (PDAC) in patients with new-onset hyperglycemia and diabetes (NOD). METHODS We conducted a prospective pilot study from November 2018 to March 2020 within an integrated health system. Patients aged 50-85 years with newly elevated glycemic parameters without a history of diabetes were invited to complete a 3-phase contrast-enhanced computed tomography pancreas protocol scan while participating in the Prospective Study to Establish a NOD Cohort. Abnormal pancreatic findings, incidental extrapancreatic findings, and subsequent clinical evaluation were identified. Variability in clinical reporting between medical centers based on descriptors of pancreatic duct and parenchyma was assessed. RESULTS A total of 130 of 147 participants (88.4%) consented to imaging; 93 scans were completed (before COVID-19 stay-at-home order). The median age was 62.4 years (interquartile range 56.3-68.8), 37.6% women; Hispanic (39.8%), White (29.0%), Black (14.0%), and Asian (13.3%). One (1.1%) case of PDAC (stage IV) was diagnosed, 12 of 93 participants (12.9%) had additional pancreatic findings: 5 fatty infiltration, 3 cysts, 2 atrophy, 1 divisum, and 1 calcification. There were 57 extrapancreatic findings among 52 of 93 (56%) unique patients; 12 of 57 (21.1%) prompted clinical evaluation with 2 additional malignancies diagnosed (nonsmall cell lung and renal oncocytoma). Reports from 1 participating medical center more frequently provided description of pancreatic parenchyma and ducts (92.9% vs 18.4%), P < 0.0001. DISCUSSION High proportion of incidental findings and variability in clinical reports are challenges to be addressed for a successful NOD-based early detection strategy for PDAC.
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Affiliation(s)
- Bechien U. Wu
- Center for Pancreatic Care, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California, USA
| | - Eva Lustigova
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Qiaoling Chen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Elizabeth Y. Dong
- Center for Pancreatic Care, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California, USA
| | - Anirban Maitra
- University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
| | - Suresh T. Chari
- University of Texas, MD Anderson Cancer Center, Houston, Texas, USA
| | - Ziding Feng
- Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Jo Ann Rinaudo
- National Cancer Institute, Division of Cancer Prevention, National Cancer Institute, Bethesda, MD, USA
| | | | - Rex A. Parker
- Department of Radiology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California, USA
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Calderwood AH, Sawhney MS, Thosani NC, Rebbeck TR, Wani S, Canto MI, Fishman DS, Golan T, Hidalgo M, Kwon RS, Riegert-Johnson DL, Sahani DV, Stoffel EM, Vollmer CM, Al-Haddad MA, Amateau SK, Buxbaum JL, DiMaio CJ, Fujii-Lau LL, Jamil LH, Jue TL, Law JK, Lee JK, Naveed M, Pawa S, Storm AC, Qumseya BJ. American Society for Gastrointestinal Endoscopy guideline on screening for pancreatic cancer in individuals with genetic susceptibility: methodology and review of evidence. Gastrointest Endosc 2022; 95:827-854.e3. [PMID: 35183359 DOI: 10.1016/j.gie.2021.12.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 12/02/2021] [Indexed: 02/08/2023]
Affiliation(s)
- Audrey H Calderwood
- Section of Gastroenterology and Hepatology, Dartmouth-Hitchcock Medical Center, Dartmouth Geisel School of Medicine, Lebanon, New Hampshire, USA
| | - Mandeep S Sawhney
- Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Nirav C Thosani
- Center for Interventional Gastroenterology at UTHealth, McGovern Medical School, Houston, Texas, USA
| | - Timothy R Rebbeck
- Harvard TH Chan School of Public Health and Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Sachin Wani
- Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Marcia I Canto
- Division of Gastroenterology and Hepatology, Johns Hopkins Medicine, Baltimore, Maryland, USA
| | - Douglas S Fishman
- Section of Pediatric Gastroenterology, Hepatology and Nutrition, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Talia Golan
- Cancer Center, Sheba Medical Center, Yehuda, Israel
| | - Manuel Hidalgo
- Division of Hematology and Oncology, Weill Cornell Medicine, New York, New York, USA
| | - Richard S Kwon
- Division of Gastroenterology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Douglas L Riegert-Johnson
- Department of Clinical Genomics and Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, Florida, USA
| | - Dushyant V Sahani
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Elena M Stoffel
- Division of Gastroenterology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Charles M Vollmer
- Department of Surgery, Penn Medicine, Philadelphia, Pennsylvania, USA
| | - Mohammad A Al-Haddad
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Stuart K Amateau
- Division of Gastroenterology Hepatology and Nutrition, University of Minnesota Medical Center, Minneapolis, Minnesota, USA
| | - James L Buxbaum
- Division of Gastrointestinal and Liver Diseases, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Christopher J DiMaio
- Department of Gastroenterology, Mount Sinai School of Medicine, New York, New York, USA
| | - Larissa L Fujii-Lau
- Department of Gastroenterology, The Queen's Medical Center, Honolulu, Hawaii, USA
| | - Laith H Jamil
- Section of Gastroenterology and Hepatology, Beaumont Health, Royal Oak, Michigan, and Oakland University William Beaumont School of Medicine, Rochester, Michigan, USA
| | - Terry L Jue
- Department of Gastroenterology, The Permanente Medical Group, San Francisco, California, USA
| | - Joanna K Law
- Department of Gastroenterology and Hepatology, Digestive Disease Institute, Virginia Mason Medical Center, Seattle, Washington, USA
| | - Jeffrey K Lee
- Department of Gastroenterology, Kaiser Permanente San Francisco Medical Center, San Francisco, California, USA
| | - Mariam Naveed
- Advent Health Medical Group, Gastroenterology/Hepatology, Advent Health Hospital Altamonte Springs, Altamonte Springs, Florida, USA
| | - Swati Pawa
- Department of Gastroenterology, Wake Forest School of Medicine, Winston Salem, North Carolina, USA
| | - Andrew C Storm
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Bashar J Qumseya
- Department of Gastroenterology, Hepatology and Nutrition, University of Florida, Gainesville, Florida, USA
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Overbeek KA, Goggins MG, Dbouk M, Levink IJM, Koopmann BDM, Chuidian M, Konings ICAW, Paiella S, Earl J, Fockens P, Gress TM, Ausems MGEM, Poley JW, Thosani NC, Half E, Lachter J, Stoffel EM, Kwon RS, Stoita A, Kastrinos F, Lucas AL, Syngal S, Brand RE, Chak A, Carrato A, Vleggaar FP, Bartsch DK, van Hooft JE, Cahen DL, Canto MI, Bruno MJ. Timeline of Development of Pancreatic Cancer and Implications for Successful Early Detection in High-Risk Individuals. Gastroenterology 2022; 162:772-785.e4. [PMID: 34678218 DOI: 10.1053/j.gastro.2021.10.014] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 08/27/2021] [Accepted: 10/15/2021] [Indexed: 12/22/2022]
Abstract
BACKGROUND & AIMS To successfully implement imaging-based pancreatic cancer (PC) surveillance, understanding the timeline and morphologic features of neoplastic progression is key. We aimed to investigate the progression to neoplasia from serial prediagnostic pancreatic imaging tests in high-risk individuals and identify factors associated with successful early detection. METHODS We retrospectively examined the development of pancreatic abnormalities in high-risk individuals who were diagnosed with PC or underwent pancreatic surgery, or both, in 16 international surveillance programs. RESULTS Of 2552 high-risk individuals under surveillance, 28 (1%) developed neoplastic progression to PC or high-grade dysplasia during a median follow-up of 29 months after baseline (interquartile range [IQR], 40 months). Of these, 13 of 28 (46%) presented with a new lesion (median size, 15 mm; range 7-57 mm), a median of 11 months (IQR, 8; range 3-17 months) after a prior examination, by which time 10 of 13 (77%) had progressed beyond the pancreas. The remaining 15 of 28 (54%) had neoplastic progression in a previously detected lesion (12 originally cystic, 2 indeterminate, 1 solid), and 11 (73%) had PC progressed beyond the pancreas. The 12 patients with cysts had been monitored for 21 months (IQR, 15 months) and had a median growth of 5 mm/y (IQR, 8 mm/y). Successful early detection (as high-grade dysplasia or PC confined to the pancreas) was associated with resection of cystic lesions (vs solid or indeterminate lesions (odds ratio, 5.388; 95% confidence interval, 1.525-19.029) and small lesions (odds ratio, 0.890/mm; 95% confidence interval 0.812-0.976/mm). CONCLUSIONS In nearly half of high-risk individuals developing high-grade dysplasia or PC, no prior lesions are detected by imaging, yet they present at an advanced stage. Progression can occur before the next scheduled annual examination. More sensitive diagnostic tools or a different management strategy for rapidly growing cysts are needed.
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Affiliation(s)
- Kasper A Overbeek
- Department of Gastroenterology & Hepatology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, the Netherlands.
| | - Michael G Goggins
- Division of Gastroenterology, Johns Hopkins University School of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Baltimore, Maryland; Division of Pathology, Johns Hopkins University School of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Baltimore, Maryland; Division of Oncology, Johns Hopkins University School of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Baltimore, Maryland
| | - Mohamad Dbouk
- Division of Pathology, Johns Hopkins University School of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Baltimore, Maryland
| | - Iris J M Levink
- Department of Gastroenterology & Hepatology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, the Netherlands
| | - Brechtje D M Koopmann
- Department of Gastroenterology & Hepatology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, the Netherlands
| | - Miguel Chuidian
- Division of Gastroenterology, Johns Hopkins University School of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Baltimore, Maryland
| | - Ingrid C A W Konings
- Department of Gastroenterology & Hepatology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, the Netherlands
| | - Salvatore Paiella
- General and Pancreatic Surgery Unit, Pancreas Institute, University of Verona, Verona, Italy
| | - Julie Earl
- Department of Medical Oncology, Ramón y Cajal University Hospital, Ramón y Cajal Health Research Institute (IRYCIS), Madrid, Spain; Biomedical Research Network in Cancer (CIBERONC), Madrid, Spain
| | - Paul Fockens
- Department of Gastroenterology & Hepatology, Amsterdam Gastroenterology & Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Thomas M Gress
- Department of Gastroenterology, Endocrinology, Metabolism and Infectiology, Philipps University of Marburg, Marburg, Germany
| | - Margreet G E M Ausems
- Division Laboratories, Pharmacy and Biomedical Genetics, Department of Genetics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jan-Werner Poley
- Department of Gastroenterology & Hepatology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, the Netherlands
| | - Nirav C Thosani
- Division of Gastroenterology, Hepatology and Nutrition, McGovern Medical School, UTHealth, Houston, Texas
| | - Elizabeth Half
- Department of Gastroenterology, Rambam Healthcare Campus, Haifa, Israel
| | - Jesse Lachter
- Department of Gastroenterology, Rambam Healthcare Campus, Haifa, Israel
| | - Elena M Stoffel
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Richard S Kwon
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Alina Stoita
- Department of Gastroenterology, St Vincent's Hospital, Sydney, Darlinghurst, New South Wales, Australia; St Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Fay Kastrinos
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
| | - Aimee L Lucas
- Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Sapna Syngal
- Population Sciences Division, Dana-Farber Cancer Institute, Division of Gastroenterology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Randall E Brand
- Division of Gastroenterology, Hepatology and Nutrition, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Amitabh Chak
- Division of Gastroenterology and Liver Disease, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio
| | - Alfredo Carrato
- Department of Medical Oncology, Ramón y Cajal University Hospital, Ramón y Cajal Health Research Institute (IRYCIS), Madrid, Spain; Biomedical Research Network in Cancer (CIBERONC), Madrid, Spain; Department of Medicine and Medical Specialties, Medicine Faculty, Alcala University, Alcalá de Henares, Spain
| | - Frank P Vleggaar
- Department of Gastroenterology & Hepatology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Detlef K Bartsch
- Department of Visceral, Thoracic- and Vascular Surgery, Philipps University of Marburg, Marburg, Germany
| | - Jeanin E van Hooft
- Department of Gastroenterology & Hepatology, Amsterdam Gastroenterology & Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands; Department of Gastroenterology & Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Djuna L Cahen
- Department of Gastroenterology & Hepatology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, the Netherlands
| | - Marcia Irene Canto
- Division of Gastroenterology, Johns Hopkins University School of Medicine, The Sol Goldman Pancreatic Cancer Research Center, Baltimore, Maryland
| | - Marco J Bruno
- Department of Gastroenterology & Hepatology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, the Netherlands
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Brand RE, Persson J, Bratlie SO, Chung DC, Katona BW, Carrato A, Castillo M, Earl J, Kokkola A, Lucas AL, Moser AJ, DeCicco C, Mellby LD, King TC. Detection of Early-Stage Pancreatic Ductal Adenocarcinoma From Blood Samples: Results of a Multiplex Biomarker Signature Validation Study. Clin Transl Gastroenterol 2022; 13:e00468. [PMID: 35166713 PMCID: PMC8963856 DOI: 10.14309/ctg.0000000000000468] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 02/08/2022] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION The IMMray PanCan-d test combines an 8-plex biomarker signature with CA19-9 in a proprietary algorithm to detect pancreatic ductal adenocarcinoma (PDAC) in serum samples. This study aimed to validate the clinical performance of the IMMray PanCan-d test and to better understand test performance in Lewis-null (le/le) individuals who cannot express CA19-9. METHODS Serum samples from 586 individuals were analyzed with the IMMray PanCan-d biomarker signature and CA19-9 assay, including 167 PDAC samples, 203 individuals at high risk of familial/hereditary PDAC, and 216 healthy controls. Samples were collected at 11 sites in the United States and Europe. The study was performed by Immunovia, Inc (Marlborough, MA), and sample identity was blinded throughout the study. Test results were automatically generated using validated custom software with a locked algorithm and predefined decision value cutoffs for sample classification. RESULTS The IMMray PanCan-d test distinguished PDAC stages I and II (n = 56) vs high-risk individuals with 98% specificity and 85% sensitivity and distinguished PDAC stages I-IV vs high-risk individuals with 98% specificity and 87% sensitivity. We identified samples with a CA19-9 value of 2.5 U/mL or less as probable Lewis-null (le/le) individuals. Excluding these 55 samples from the analysis increased the IMMray PanCan-d test sensitivity to 92% for PDAC stages I-IV (n = 157) vs controls (n = 379) while maintaining specificity at 99%; test sensitivity for PDAC stages I and II increased from 85% to 89%. DISCUSSION These results demonstrate the IMMray PanCan-d blood test can detect PDAC with high specificity (99%) and sensitivity (92%).
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Affiliation(s)
- Randall E. Brand
- Division of Gastroenterology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA;
| | - Jan Persson
- Sahlgrenska University Hospital, Department of Surgery, Gothenburg, Sweden;
| | - Svein Olav Bratlie
- Sahlgrenska University Hospital, Department of Surgery, Gothenburg, Sweden;
| | - Daniel C. Chung
- Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts, USA;
| | - Bryson W. Katona
- Division of Gastroenterology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA;
| | - Alfredo Carrato
- Molecular Epidemiology and Predictive Markers in Cancer Group, Ramon y Cajal University Hospital, Alcala University, IRYCIS, CIBERONC, Madrid, Spain, Pancreatic Cancer Europe Chairperson, Brussels, Belgium
| | - Marién Castillo
- Molecular Epidemiology and Predictive Markers in Cancer Group, Ramón y Cajal University Hospital, IRYCIS, CIBERONC, Madrid, Spain;
| | - Julie Earl
- Molecular Epidemiology and Predictive Markers in Cancer Group, Ramón y Cajal University Hospital, IRYCIS, CIBERONC, Madrid, Spain;
| | - Arto Kokkola
- Helsinki University Hospital, Helsinki, Finland;
| | - Aimee L. Lucas
- Division of Gastroenterology, Mt. Sinai Medical Center, New York, New York, USA;
| | - A. James Moser
- Division of Surgical Oncology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA;
| | - Corinne DeCicco
- Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA;
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Dudley B, Brand RE. Pancreatic Cancer Surveillance and Novel Strategies for Screening. Gastrointest Endosc Clin N Am 2022; 32:13-25. [PMID: 34798981 DOI: 10.1016/j.giec.2021.08.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Individuals with a genetic susceptibility to pancreatic ductal adenocarcinoma (PDAC) may benefit from surveillance to increase the likelihood of early detection. Currently, candidates for surveillance are identified based on genetic test results and family history of PDAC, and surveillance is accomplished through imaging of the pancreas (endoscopic ultrasound or MRI). Novel methods that incorporate personalized risk, biomarkers, and radiomics are being investigated in an attempt to improve identification of at-risk individuals and to increase detection of precursor and early-stage lesions.
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Affiliation(s)
- Beth Dudley
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Pittsburgh, 5200 Centre Avenue, Suite 409, Pittsburgh, PA 15232, USA
| | - Randall E Brand
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Pittsburgh, 5200 Centre Avenue, Suite 409, Pittsburgh, PA 15232, USA.
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43
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Gonda TA, Everett JN, Wallace M, Simeone DM. Recommendations for a More Organized and Effective Approach to the Early Detection of Pancreatic Cancer From the PRECEDE (Pancreatic Cancer Early Detection) Consortium. Gastroenterology 2021; 161:1751-1757. [PMID: 34454916 DOI: 10.1053/j.gastro.2021.08.036] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 08/06/2021] [Accepted: 08/19/2021] [Indexed: 12/14/2022]
Affiliation(s)
- Tamas A Gonda
- Department of Medicine, Perlmutter Cancer Center, NYU Langone Health, New York, New York
| | - Jessica N Everett
- Department of Medicine, Perlmutter Cancer Center, NYU Langone Health, New York, New York
| | - Michael Wallace
- Mayo Clinic, Jacksonville, Florida; Sheikh Shakbout Medical City, Abu Dhabi, United Arab Emirates
| | - Diane M Simeone
- Perlmutter Cancer Center, Departments of Surgery and Pathology, NYU Langone Health, New York, New York
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Tonini V, Zanni M. Pancreatic cancer in 2021: What you need to know to win. World J Gastroenterol 2021; 27:5851-5889. [PMID: 34629806 PMCID: PMC8475010 DOI: 10.3748/wjg.v27.i35.5851] [Citation(s) in RCA: 79] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 07/14/2021] [Accepted: 08/23/2021] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer is one of the solid tumors with the worst prognosis. Five-year survival rate is less than 10%. Surgical resection is the only potentially curative treatment, but the tumor is often diagnosed at an advanced stage of the disease and surgery could be performed in a very limited number of patients. Moreover, surgery is still associated with high post-operative morbidity, while other therapies still offer very disappointing results. This article reviews every aspect of pancreatic cancer, focusing on the elements that can improve prognosis. It was written with the aim of describing everything you need to know in 2021 in order to face this difficult challenge.
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Affiliation(s)
- Valeria Tonini
- Department of Medical Sciences and Surgery, University of Bologna- Emergency Surgery Unit, IRCCS Sant’Orsola Hospital, Bologna 40121, Italy
| | - Manuel Zanni
- University of Bologna, Emergency Surgery Unit, IRCCS Sant'Orsola Hospital, Bologna 40121, Italy
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Biller LH, Wolpin BM, Goggins M. Inherited Pancreatic Cancer Syndromes and High-Risk Screening. Surg Oncol Clin N Am 2021; 30:773-786. [PMID: 34511196 DOI: 10.1016/j.soc.2021.06.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Pancreatic cancer is the third leading cause of cancer death in the United States, with a 5-year survival rate of 9%. Individuals with inherited pancreatic cancer syndromes are at an increased risk for developing pancreatic cancer and may benefit from pancreatic cancer surveillance with the goal to detect and intervene on early-stage cancer or high-risk precursor lesions. Given the screening implications for family members and therapeutic implications for probands, all patients diagnosed with pancreatic cancer are recommended to undergo germline genetic testing.
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Affiliation(s)
- Leah H Biller
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, 450 Brookline Avenue, Boston, MA, USA. https://twitter.com/leahbillermd
| | - Brian M Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, 450 Brookline Avenue, Boston, MA, USA.
| | - Michael Goggins
- Johns Hopkins University, 1550 Orleans Street, Baltimore, MD, USA.
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46
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Roy A, Sahoo J, Kamalanathan S, Naik D, Mohan P, Kalayarasan R. Diabetes and pancreatic cancer: Exploring the two-way traffic. World J Gastroenterol 2021; 27:4939-4962. [PMID: 34497428 PMCID: PMC8384733 DOI: 10.3748/wjg.v27.i30.4939] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 06/16/2021] [Accepted: 07/07/2021] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer (PC) is often associated with a poor prognosis. Long-standing diabetes mellitus is considered as an important risk factor for its development. This risk can be modified by the use of certain antidiabetic medications. On the other hand, new-onset diabetes can signal towards an underlying PC in the elderly population. Recently, several attempts have been made to develop an effective clinical tool for PC screening using a combination of history of new-onset diabetes and several other clinical and biochemical markers. On the contrary, diabetes affects the survival after treatment for PC. We describe this intimate and complex two-way relationship of diabetes and PC in this review by exploring the underlying pathogenesis.
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Affiliation(s)
- Ayan Roy
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
- Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, Jodhpur 342005, India
| | - Jayaprakash Sahoo
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Sadishkumar Kamalanathan
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Dukhabandhu Naik
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Pazhanivel Mohan
- Department of Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Raja Kalayarasan
- Department of Surgical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
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Olivier R, Randrian V, Tougeron D, Saurin JC. Endoscopy to Diagnose and Prevent Digestive Cancers in Lynch Syndrome. Cancers (Basel) 2021; 13:3505. [PMID: 34298719 PMCID: PMC8305049 DOI: 10.3390/cancers13143505] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 06/23/2021] [Accepted: 07/09/2021] [Indexed: 12/15/2022] Open
Abstract
Lynch syndrome patients could benefit from various recommendations to prevent digestive cancers. In this review, we summarize the criteria to identify Lynch syndrome in patients with digestive cancers. We detail endoscopic screening procedures in patients with Lynch syndrome for gastric, small bowel, pancreatic, and colorectal cancers. We review the precise modalities of endoscopic follow-up, particularly the discrepancies that exist between the guidelines of the various scientific societies. We discuss the treatment of colorectal cancers in Lynch syndrome cases and patient adherence to endoscopic follow-up programs.
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Affiliation(s)
- Raphael Olivier
- Gastroenterology Department, Poitiers University Hospital (CHU de Poitiers), 86000 Poitiers, France; (V.R.); (D.T.)
| | - Violaine Randrian
- Gastroenterology Department, Poitiers University Hospital (CHU de Poitiers), 86000 Poitiers, France; (V.R.); (D.T.)
| | - David Tougeron
- Gastroenterology Department, Poitiers University Hospital (CHU de Poitiers), 86000 Poitiers, France; (V.R.); (D.T.)
| | - Jean-Christophe Saurin
- Gastroenterology Department, Hospices Civils de Lyon—Centre Hospitalier Universitaire, 69002 Lyon, France;
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48
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Early detection of pancreatic cancer using DNA-based molecular approaches. Nat Rev Gastroenterol Hepatol 2021; 18:457-468. [PMID: 34099908 DOI: 10.1038/s41575-021-00470-0] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/13/2021] [Indexed: 02/08/2023]
Abstract
Due to its poor prognosis and the late stage at which it is typically diagnosed, early detection of pancreatic cancer is a pressing clinical problem. Advances in genomic analysis of human pancreatic tissue and other biospecimens such as pancreatic cyst fluid, pancreatic juice and blood have opened the possibility of DNA-based molecular approaches for early detection of pancreatic cancer. In this Review, we discuss and focus on the pathological and molecular features of precancerous lesions of the pancreas, including pancreatic intraepithelial neoplasia, intraductal papillary mucinous neoplasm and mucinous cystic neoplasm, which are target lesions of early detection approaches. We also discuss the most prevalent genetic alterations in these precancerous lesions, including somatic mutations in the oncogenes KRAS and GNAS as well as tumour suppressor genes CDKN2A, TP53 and SMAD4. We highlight the latest discoveries related to genetic heterogeneity and multifocal neoplasia in precancerous lesions. In addition, we review specific approaches, challenges and clinically available assays for early detection of pancreatic cancer using DNA-based molecular techniques. Although detection and risk stratification of precancerous pancreatic neoplasms are difficult problems, progress in this field highlights the promise of molecular approaches for improving survival of patients with this disease.
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49
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Kumar S, Saumoy M, Oh A, Schneider Y, Brand RE, Chak A, Ginsberg GG, Kochman ML, Canto MI, Goggins MG, Hur C, Kastrinos F, Katona BW, Rustgi AK. Threshold Analysis of the Cost-effectiveness of Endoscopic Ultrasound in Patients at High Risk for Pancreatic Ductal Adenocarcinoma. Pancreas 2021; 50:807-814. [PMID: 34149034 PMCID: PMC8577312 DOI: 10.1097/mpa.0000000000001835] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVES Data from the International Cancer of the Pancreas Screening Consortium studies have demonstrated that screening for pancreatic ductal adenocarcinoma can be effective and that surveillance improves survival in high-risk individuals. Endoscopic ultrasound (EUS) and cross-sectional imaging are both used, although there is some suggestion that EUS is superior. Demonstration of the cost-effectiveness of screening is important to implement screening in high-risk groups. METHODS Results from centers with EUS-predominant screening were pooled to evaluate efficacy of index EUS in screening. A decision analysis model simulated the outcome of high-risk patients who undergo screening and evaluated the parameters that would make screening cost-effective at a US $100,000 per quality-adjusted life-year willingness to pay. RESULTS One-time index EUS has a sensitivity of 71.25% and specificity of 99.82% to detection to detect high-risk lesions. Screening with index EUS was cost-effective, particularly at lifetime pancreatic cancer probabilities of greater than 10.8%, or at lower probabilities if life expectancy after resection of a lesion that was at least 16 years, and if missed, lesion rates on index EUS are 5% or less. CONCLUSIONS Pancreatic cancer screening can be cost-effective through index EUS, particularly for those individuals at high-lifetime risk of cancer.
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Affiliation(s)
- Shria Kumar
- Division of Gastroenterology and Hepatology, University of Pennsylvania, Philadelphia, PA
| | - Monica Saumoy
- Division of Gastroenterology and Hepatology, University of Pennsylvania, Philadelphia, PA
| | - Aaron Oh
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY
| | - Yecheskel Schneider
- Division of Gastroenterology, St. Luke’s University Health Network, Allentown, PA
| | - Randall E. Brand
- Division of Gastroenterology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Amitabh Chak
- Division of Gastroenterology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH
| | - Gregory G. Ginsberg
- Division of Gastroenterology and Hepatology, University of Pennsylvania, Philadelphia, PA
| | - Michael L. Kochman
- Division of Gastroenterology and Hepatology, University of Pennsylvania, Philadelphia, PA
| | - Marcia Irene Canto
- Division of Gastroenterology, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Michael Gilbert Goggins
- Division of Gastroenterology, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Chin Hur
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY
| | - Fay Kastrinos
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY
| | - Bryson W. Katona
- Division of Gastroenterology and Hepatology, University of Pennsylvania, Philadelphia, PA
| | - Anil K. Rustgi
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY
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50
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Wang A, Everett JN, Chun J, Cen C, Simeone DM, Schnabel F. Impact of changing guidelines on genetic testing and surveillance recommendations in a contemporary cohort of breast cancer survivors with family history of pancreatic cancer. Sci Rep 2021; 11:12491. [PMID: 34127761 PMCID: PMC8203798 DOI: 10.1038/s41598-021-91971-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 05/27/2021] [Indexed: 01/06/2023] Open
Abstract
Changing practice guidelines and recommendations have important implications for cancer survivors. This study investigated genetic testing patterns and outcomes and reported family history of pancreatic cancer (FHPC) in a large registry population of breast cancer (BC) patients. Variables including clinical and demographic characteristics, FHPC in a first or second-degree relative, and genetic testing outcomes were analyzed for BC patients diagnosed between 2010 and 2018 in the NYU Langone Health Breast Cancer Database. Among 3334 BC patients, 232 (7%) had a positive FHPC. BC patients with FHPC were 1.68 times more likely to have undergone genetic testing (p < 0.001), but 33% had testing for BRCA1/2 only and 44% had no genetic testing. Pathogenic germline variants (PGV) were identified in 15/129 (11.6%) BC patients with FHPC, and in 145/1315 (11.0%) BC patients without FHPC. Across both groups, updates in genetic testing criteria and recommendations could impact up to 80% of this cohort. Within a contemporary cohort of BC patients, 7% had a positive FHPC. The majority of these patients (56%) had no genetic testing, or incomplete testing by current standards, suggesting under-diagnosis of PC risk. This study supports recommendations for survivorship care that incorporate ongoing genetic risk assessment and counseling.
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Affiliation(s)
- Annie Wang
- Department of Surgery, New York University Langone Health, New York, NY, USA
| | - Jessica N Everett
- Department of Medicine, New York University Langone Health, New York, NY, USA
- Perlmutter Cancer Center, New York University Langone Health, 160 East 34th St., New York, NY, 10016, USA
| | - Jennifer Chun
- Perlmutter Cancer Center, New York University Langone Health, 160 East 34th St., New York, NY, 10016, USA
| | - Cindy Cen
- Department of Surgery, New York University Langone Health, New York, NY, USA
| | - Diane M Simeone
- Department of Surgery, New York University Langone Health, New York, NY, USA.
- Department of Pathology, New York University Langone Health, New York, NY, USA.
- Perlmutter Cancer Center, New York University Langone Health, 160 East 34th St., New York, NY, 10016, USA.
| | - Freya Schnabel
- Department of Surgery, New York University Langone Health, New York, NY, USA.
- Perlmutter Cancer Center, New York University Langone Health, 160 East 34th St., New York, NY, 10016, USA.
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