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Ramsey ML, Hart PA. Early Chronic Pancreatitis-Consider Alternatives When There Is Low Diagnostic Confidence: A Concise Commentary. Dig Dis Sci 2025; 70:1584-1585. [PMID: 40119241 DOI: 10.1007/s10620-025-08989-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Accepted: 03/11/2025] [Indexed: 03/24/2025]
Affiliation(s)
- Mitchell L Ramsey
- Division of Gastroenterology, Hepatology, and Nutrition, The Ohio State University Wexner Medical Center, 410 West Tenth Avenue, Columbus, OH, 43210, USA.
| | - Phil A Hart
- Division of Gastroenterology, Hepatology, and Nutrition, The Ohio State University Wexner Medical Center, 410 West Tenth Avenue, Columbus, OH, 43210, USA
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2
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Tanvir F, Singh S, Singh K, Onwuzo CN, Singh J, Antaal H, Sandhu APS, Kaur MS, Singh H, Singh A. The Underrecognized Role of Cannabis in the Etiology of Acute Pancreatitis. Cureus 2024; 16:e68612. [PMID: 39371741 PMCID: PMC11450675 DOI: 10.7759/cureus.68612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/04/2024] [Indexed: 10/08/2024] Open
Abstract
Cannabis-induced pancreatitis (CIP) is an emerging clinical entity that presents unique challenges in diagnosis and management. This narrative review explores the current understanding of CIP, synthesizing evidence from epidemiological, pathophysiological, and clinical studies. The rising prevalence of cannabis use worldwide has been paralleled by an increase in reported cases of CIP, particularly among younger populations. Pathophysiological mechanisms involve the interaction of exogenous cannabinoids with pancreatic cannabinoid receptors, potentially disrupting normal pancreatic function and triggering inflammation. Clinical presentation of CIP often mimics other forms of acute pancreatitis (AP), necessitating a high index of suspicion and thorough history-taking for accurate diagnosis. Management strategies align with established protocols for AP, with an emphasis on supportive care and cannabis cessation to prevent recurrence. While short-term outcomes are generally favorable, the risk of progression to chronic pancreatitis in cases of continued cannabis use underscores the importance of long-term follow-up and abstinence counseling. This review also highlights significant knowledge gaps, including the need for standardized diagnostic criteria, a better understanding of dose-response relationships, and potential interactions with other risk factors. Future research directions should focus on elucidating precise pathophysiological mechanisms, developing targeted therapies, and investigating the impact of different cannabis formulations and consumption methods on pancreatic health. As cannabis use continues to increase globally, a comprehensive understanding of its effects on pancreatic function is crucial for improving patient outcomes and informing public health policies.
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Affiliation(s)
- Fnu Tanvir
- Internal Medicine, Government Medical College Amritsar, Amritsar, IND
| | - Sumerjit Singh
- Diagnostic Radiology, Government Medical College Amritsar, Amritsar, IND
| | | | - Chidera N Onwuzo
- Internal Medicine, State University of New York Upstate Medical University, Syracuse, USA
- Internal Medicine, Benjamin S. Carson College of Health and Medical Sciences, Ilishan-Remo, NGA
- Internal Medicine, Lagos Island General Hospital, Lagos, NGA
| | - Jaskaran Singh
- Internal Medicine, Sri Guru Ram Das University of Health Sciences, Amritsar, IND
| | - Harman Antaal
- Internal Medicine, Government Medical College, Patiala, Patiala, IND
| | | | - Meet Sirjana Kaur
- Internal Medicine, Government Medical College, Patiala, Patiala, IND
| | - Harmanjot Singh
- Internal Medicine, The White Medical College and Hospital, Pathankot, IND
| | - Agamjit Singh
- Psychiatry, Punjab Institute of Medical Sciences, Jalandhar, IND
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Sarwal D, Wang L, Gandhi S, Sagheb Hossein Pour E, Janssens LP, Delgado AM, Doering KA, Mishra AK, Greenwood JD, Liu H, Majumder S. Identification of pancreatic cancer risk factors from clinical notes using natural language processing. Pancreatology 2024; 24:572-578. [PMID: 38693040 DOI: 10.1016/j.pan.2024.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 03/20/2024] [Accepted: 03/23/2024] [Indexed: 05/03/2024]
Abstract
OBJECTIVES Screening for pancreatic ductal adenocarcinoma (PDAC) is considered in high-risk individuals (HRIs) with established PDAC risk factors, such as family history and germline mutations in PDAC susceptibility genes. Accurate assessment of risk factor status is provider knowledge-dependent and requires extensive manual chart review by experts. Natural Language Processing (NLP) has shown promise in automated data extraction from the electronic health record (EHR). We aimed to use NLP for automated extraction of PDAC risk factors from unstructured clinical notes in the EHR. METHODS We first developed rule-based NLP algorithms to extract PDAC risk factors at the document-level, using an annotated corpus of 2091 clinical notes. Next, we further improved the NLP algorithms using a cohort of 1138 patients through patient-level training, validation, and testing, with comparison against a pre-specified reference standard. To minimize false-negative results we prioritized algorithm recall. RESULTS In the test set (n = 807), the NLP algorithms achieved a recall of 0.933, precision of 0.790, and F1-score of 0.856 for family history of PDAC. For germline genetic mutations, the algorithm had a high recall of 0.851, while precision and F1-score were lower at 0.350 and 0.496 respectively. Most false positives for germline mutations resulted from erroneous recognition of tissue mutations. CONCLUSIONS Rule-based NLP algorithms applied to unstructured clinical notes are highly sensitive for automated identification of PDAC risk factors. Further validation in a large primary-care patient population is warranted to assess real-world utility in identifying HRIs for pancreatic cancer screening.
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Affiliation(s)
- Dhruv Sarwal
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Liwei Wang
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Sonal Gandhi
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | | | - Laurens P Janssens
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Adriana M Delgado
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Karen A Doering
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Anup Kumar Mishra
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Jason D Greenwood
- Department of Family Medicine, Mayo Clinic, Rochester, MN, USA; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Hongfang Liu
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Shounak Majumder
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA.
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Wang W, Chai L, Zhu N, Wang Q, Zhou Y, Chai W. Clinical significance of pancreatic calcifications: a 15-year single-center observational study. Eur J Med Res 2022; 27:99. [PMID: 35752857 PMCID: PMC9233388 DOI: 10.1186/s40001-022-00725-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 06/06/2022] [Indexed: 11/22/2022] Open
Abstract
Objectives Pancreatic calcifications (PC) are considered specific for chronic pancreatitis (CP), but PC may also be present in non-CP diseases. The aims are to understand the pattern of calcifications in different diseases and to determine they were related to malignant diseases. Methods A retrospective study was performed including patients with PC or CP undergoing surgery in the Department of General Surgery of Ruijin Hospital from January 2003 to June 2018. Results PC were observed in 168 (4.5%) of the 3755 patients with pancreatic lesions treated during the study period. The majority of patients with PC had three kinds of CP (73.2%) while 26.8% had other five kinds of non-CP diseases. In patients with non-CP diseases, the incidence of PC in malignant intraductal papillary mucinous neoplasm (IPMN) was significantly higher than benign IPMN (8.3% vs. 0.7%, p = 0.004). In patients of CP with pancreatic mass (n = 81), PC (Odds ratio = 28.6, p = 0.000), advanced age (> 55 years) and parenchymal atrophy were independent predictors for malignancy. In patients of CP without pancreatic mass (n = 110), there were 82 cases (74.5%) with PC and 5 cases (4.5%) with pancreatic ductal adenocarcinoma. The regression model of risk factors was not successful. Conclusions The disease spectrum with PC was very diverse. PC may be related to malignant IPMN in non-CP diseases and is related to malignancy in the patients of CP with pancreatic mass and indications for resection. Supplementary Information The online version contains supplementary material available at 10.1186/s40001-022-00725-9.
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Affiliation(s)
- Wei Wang
- Department of General Surgery & Research Institute of Pancreatic Diseases, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Li Chai
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Naiyi Zhu
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Qingrou Wang
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yiran Zhou
- Department of General Surgery & Research Institute of Pancreatic Diseases, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Weimin Chai
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
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Blaszczak AM, Krishna SG, Hart PA, Bradley D, Hsueh W, Lara LF, Hussan H, Hinton A, Conwell DL, Cruz-Monserrate Z. Class III obesity rather than metabolic syndrome impacts clinical outcomes of acute pancreatitis: A propensity score weighted analysis. Pancreatology 2020; 20:1287-1295. [PMID: 32891531 PMCID: PMC7780090 DOI: 10.1016/j.pan.2020.08.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 07/23/2020] [Accepted: 08/18/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVES The incidence rates of acute pancreatitis (AP) and the prevalence of class III obesity, and metabolic syndrome (MetS) are increasing in the US. Since class III obesity was associated with adverse clinical outcomes of AP, we sought to understand if the presence of metabolic comorbidities collectively recognized, as MetS were associated with worse clinical outcomes and increased health-care utilization. METHODS The Nationwide Readmissions Database (NRD) (2010-2014) was reviewed to identify all adult subjects with a principal discharge diagnosis of AP. Inpatient mortality, severe AP (SAP), and 30-day readmissions were the primary outcomes analyzed. Propensity score weighted analyses were used to compare AP subjects with and without MetS and were further stratified by class III obesity status. RESULTS MetS was associated with 12.91% (139,165/1,078,183) of all admissions with AP. Propensity score weighted analyses showed that MetS was associated with an increased proportion of SAP (OR 1.21, 95% CI 1.17, 1.25), but decreased mortality (OR 0.62, 95% CI 0.54, 0.70) and 30-day readmissions (OR 0.86, 95% CI 0.83, 0.89). Propensity score weighted analyses also revealed that class III obesity was independently associated with increased mortality in AP subjects with (OR 1.92, 95% CI 1.41, 2.61) and without MetS (OR 1.55, 95% CI 1.26, 1.92), and increased SAP in subjects with and without MetS. CONCLUSIONS Class III obesity appears to be the primary factor associated with adverse clinical outcomes in subjects with MetS admitted with AP. This has significant implications for patient management and future research targeting AP.
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Affiliation(s)
- Alecia M Blaszczak
- Diabetes and Metabolism Research Center, Division of Endocrinology, Diabetes & Metabolism, Department of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA
| | - Somashekar G Krishna
- Division of Gastroenterology, Hepatology, and Nutrition, Division of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA; The Comprehensive Cancer Center, Arthur G. James Cancer Hospital, Richard J. Solove Research Institute, The Ohio State University, Columbus, OH, 43210, USA
| | - Phil A Hart
- Division of Gastroenterology, Hepatology, and Nutrition, Division of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA; The Comprehensive Cancer Center, Arthur G. James Cancer Hospital, Richard J. Solove Research Institute, The Ohio State University, Columbus, OH, 43210, USA
| | - David Bradley
- Diabetes and Metabolism Research Center, Division of Endocrinology, Diabetes & Metabolism, Department of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA
| | - Willa Hsueh
- Diabetes and Metabolism Research Center, Division of Endocrinology, Diabetes & Metabolism, Department of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA
| | - Luis F Lara
- Division of Gastroenterology, Hepatology, and Nutrition, Division of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA; The Comprehensive Cancer Center, Arthur G. James Cancer Hospital, Richard J. Solove Research Institute, The Ohio State University, Columbus, OH, 43210, USA
| | - Hisham Hussan
- Division of Gastroenterology, Hepatology, and Nutrition, Division of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA; The Comprehensive Cancer Center, Arthur G. James Cancer Hospital, Richard J. Solove Research Institute, The Ohio State University, Columbus, OH, 43210, USA
| | - Alice Hinton
- Division of Biostatistics, College of Public Health, The Ohio State University, Columbus, OH, 43210, USA
| | - Darwin L Conwell
- Division of Gastroenterology, Hepatology, and Nutrition, Division of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA; The Comprehensive Cancer Center, Arthur G. James Cancer Hospital, Richard J. Solove Research Institute, The Ohio State University, Columbus, OH, 43210, USA
| | - Zobeida Cruz-Monserrate
- Division of Gastroenterology, Hepatology, and Nutrition, Division of Internal Medicine, The Ohio State University, Wexner Medical Center, Columbus, OH, 43210, USA; The Comprehensive Cancer Center, Arthur G. James Cancer Hospital, Richard J. Solove Research Institute, The Ohio State University, Columbus, OH, 43210, USA.
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Bone health assessment in clinical practice is infrequenty performed in patients with chronic pancreatitis. Pancreatology 2020; 20:1109-1114. [PMID: 32826169 PMCID: PMC9148534 DOI: 10.1016/j.pan.2020.07.396] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 06/22/2020] [Accepted: 07/21/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Chronic pancreatitis (CP) patients have a high prevalence of osteoporotic fractures. In addition to prevalence of osteoporotic fractures, we evaluated how often bone health is assessed by dual-energy x-ray absorptiometry (DXA) in clinical practice, and the performance of Fracture Risk Assessment Tool (FRAX®) in predicting fracture risk in CP patients. METHODS Medical records of CP patients age ≥40 years prospectively enrolled in the North American Pancreatitis Study 2 (NAPS2) from the University of Pittsburgh Medical Center from 2000 to 2014 were retrospectively reviewed to gather additional relevant data before, at, and after enrollment until December 2016. We determined if patients underwent DXA, compared their observed prevalence of fractures with published data from two large US studies based on administrative data, and their predicted fracture risk with US population based on FRAX®. RESULTS Only 21% (49/239) patients were evaluated by DXA during their care. The observed cumulative prevalence of fragility fractures in NAPS2 CP patients (9.2%, 95% confidence interval 5.9-13.6) was significantly greater than in controls (1.46% and 2.16%, p ≤ 0.001 for each comparison) and CP patients (4.66%, and 5.13%, p < 0.005 for each comparison) in the two US administrative data studies. The FRAX® 10-year probability of major osteoporotic fracture of ≥20% (5.1% vs. 8.3%, p > 0.05) and for hip fracture of ≥3% (19.6% vs. 18.9%, p > 0.05) in NAPS2 CP patients did not differ from the US population. CONCLUSIONS Despite their high risk of fragility fractures, bone health is infrequently assessed in CP patients. FRAX® may not adequately predict fracture risk in CP patients.
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Characterization of patients with advanced chronic pancreatitis using natural language processing of radiology reports. PLoS One 2020; 15:e0236817. [PMID: 32813684 PMCID: PMC7437899 DOI: 10.1371/journal.pone.0236817] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Accepted: 07/14/2020] [Indexed: 12/12/2022] Open
Abstract
STUDY AIM To develop and apply a natural language processing algorithm for characterization of patients diagnosed with chronic pancreatitis in a diverse integrated U.S. healthcare system. METHODS Retrospective cohort study including patients initially diagnosed with chronic pancreatitis (CP) within a regional integrated healthcare system between January 1, 2006 and December 31, 2015. Imaging reports from these patients were extracted from the electronic medical record system and split into training, validation and implementation datasets. A natural language processing (NLP) algorithm was first developed through the training dataset to identify specific features (atrophy, calcification, pseudocyst, cyst and main duct dilatation) from free-text radiology reports. The validation dataset was applied to validate the performance by comparing against the manual chart review. The developed algorithm was then applied to the implementation dataset. We classified patients with calcification(s) or ≥2 radiographic features as advanced CP. We compared etiology, comorbid conditions, treatment parameters as well as survival between advanced CP and others diagnosed during the study period. RESULTS 6,346 patients were diagnosed with CP during the study period with 58,085 radiology studies performed. For individual features, NLP yielded sensitivity from 88.7% to 95.3%, specificity from 98.2% to 100.0%. A total of 3,672 patients met cohort inclusion criteria: 1,330 (36.2%) had evidence of advanced CP. Patients with advanced CP had increased frequency of smoking (57.8% vs. 43.0%), diabetes (47.6% vs. 35.9%) and underweight body mass index (6.6% vs. 3.6%), all p<0.001. Mortality from pancreatic cancer was higher in advanced CP (15.3/1,000 person-year vs. 2.8/1,000, p<0.001). Underweight BMI (HR 1.6, 95% CL 1.2, 2.1), smoking (HR 1.4, 95% CL 1.1, 1.7) and diabetes (HR 1.4, 95% CL 1.2, 1.6) were independent risk factors for mortality. CONCLUSION Patients with advanced CP experienced increased disease-related complications and pancreatic cancer-related mortality. Excess all-cause mortality was driven primarily by potentially modifiable risk factors including malnutrition, smoking and diabetes.
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Forsmark CE, Tang G, Xu H, Tuft M, Hughes SJ, Yadav D. The use of pancreatic enzyme replacement therapy in patients with a diagnosis of chronic pancreatitis and pancreatic cancer in the US is infrequent and inconsistent. Aliment Pharmacol Ther 2020; 51:958-967. [PMID: 32249970 PMCID: PMC7299155 DOI: 10.1111/apt.15698] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 11/18/2019] [Accepted: 03/04/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Patients with chronic pancreatitis or pancreatic cancer commonly develop exocrine pancreatic insufficiency, and may not be adequately treated with pancreatic enzyme replacement therapy (PERT). AIMS To estimate the frequency of diagnostic testing for exocrine insufficiency, and appropriate use of PERT, in a commercially insured population in the US. METHODS We utilised a nationally representative administrative database representing 48.67 million individuals in over 80 US healthcare plans to assess testing for and treatment of exocrine insufficiency in patients who received a diagnosis of chronic pancreatitis (n = 37 061) or pancreatic cancer (n = 32 461) from 2001 to 2013. We identified the details of any testing for exocrine insufficiency and PERT use. We defined appropriate PERT use as a dosage of ≥120 000 USP units of lipase daily. Multiple logistic regression was used to identify predictors of appropriate use of PERT. RESULTS In patients with chronic pancreatitis, 6.5% had any testing for exocrine insufficiency, 30.4% filled a prescription for PERT, and 8.5% were prescribed an adequate dose. In those with pancreatic cancer, 1.9% had testing for exocrine insufficiency, 21.9% filled a prescription for PERT, and 5.5% were prescribed an adequate dose. Number of comorbidities, testing for exocrine insufficiency, pancreatic surgery and duration of enrolment were independent predictors for use and appropriate dosing. CONCLUSIONS Testing for exocrine insufficiency, and appropriate dosing of PERT in patients with chronic pancreatitis or pancreatic cancer, is infrequent and inconsistent in an insured US population. Efforts are needed to educate medical providers on the best practices for managing exocrine pancreatic insufficiency in these patients.
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Affiliation(s)
- Chris E Forsmark
- Division of Gastroenterology, Hepatology, and Nutrition, University of Florida, Gainesville, Florida
| | - Gong Tang
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Hongzhi Xu
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida
| | - Marie Tuft
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Steven J Hughes
- Department of Surgery, University of Florida, Gainesville, Florida
| | - Dhiraj Yadav
- Division of Gastroenterology and Hepatology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
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Abstract
Chronic pancreatitis is characterized by progressive, irreversible morphologic and functional changes that are most commonly attributed to environmental insults, particularly when there is a genetic or anatomic predisposition. Heavy alcohol use and cigarette smoking are the most common environmental risk factors, but both may be absent. Antecedent episodes of acute pancreatitis occur in about half of patients. Abdominal pain is the most common symptom and requires a tailored approach depending on the anatomic changes in the pancreas. Other clinical manifestations include diabetes mellitus, exocrine pancreatic insufficiency, metabolic bone disease, pancreatic cancer, and anatomic complications. Current disease management is centered on risk factor reduction and screening for and treating disease complications. There are no current therapies to delay or retard disease progression, but there are ongoing efforts to more fully understand the natural history of chronic pancreatitis and underlying mechanisms of disease. These studies are expected to provide insights that will transform our approach to disease management and provide increased hope to patients.
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Garg S, Mardini H. Factors Related to Development of Pancreatic Adenocarcinoma in Patients With Chronic Pancreatitis on Long-term Follow-up: A Database Study. Perm J 2019; 24:18.211. [PMID: 31852038 PMCID: PMC6907905 DOI: 10.7812/tpp/18.211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND Chronic pancreatitis (CP) is a risk factor for pancreatic adenocarcinoma (PA). However, little is known about factors related to development of PA in CP. OBJECTIVE To evaluate factors associated with PA in CP. METHODS A national insurance database of 120 million US patients was used. Adults with an International Classification of Diseases, Ninth Revision (ICD-9) code for CP (577.1) from January 1, 2009, to December 31, 20014, were identified. Patients' age, sex, and ICD-9 codes for PA, bile duct obstruction, alcohol use, diabetes mellitus before and after diagnosis of CP, obesity, tobacco use, and type of insurance were obtained. Patients with CP without a unique identification number, missing dates for insurance coverage period, and with duration to end of follow-up or development of PA less than 2 years were excluded. The Cox proportional hazards regression model was used for analysis. RESULTS The final analysis had 30,555 patients with CP including 219 patients (0.72%) with PA. The Cox proportional hazards regression model showed that in patients with CP age (hazard ratio [HR] = 1.07; 95% Confidence Interval [CI] = 1.03-1.1), male sex (HR = 2.1; 95% CI = 1.25-3.54), tobacco use (HR = 1.88; 95% CI = 1.1-3.23), and having commercial insurance (HR = 4.26; 95% CI = 1.63-11.11) were associated with a subsequent medical claim for PA. Duration of bile duct obstruction (HR = 0.999; 95% CI = 0.998-0.999) and presence of diabetes mellitus before CP (HR = 0.35; 95% CI = 0.19-0.63) were inversely related to subsequent diagnosis of PA. CONCLUSION PA was diagnosed in 0.72% of the patients with CP at least 2 years after the diagnosis of CP. Increasing age, male sex, tobacco use, having commercial insurance, absence of diabetes mellitus before CP, and shorter duration of bile duct obstruction were associated with a diagnosis of PA in patients with CP.
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Affiliation(s)
- Shashank Garg
- Division of Gastroenterology, College of Medicine, University of Arkansas, Little Rock
- Division of Digestive Diseases and Nutrition, Department of Medicine, University of Kentucky, Lexington
| | - Houssam Mardini
- Division of Digestive Diseases and Nutrition, Department of Medicine, University of Kentucky, Lexington
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Machicado JD, Dudekula A, Tang G, Xu H, Wu BU, Forsmark CE, Yadav D. Period prevalence of chronic pancreatitis diagnosis from 2001-2013 in the commercially insured population of the United States. Pancreatology 2019; 19:813-818. [PMID: 31350077 PMCID: PMC6756969 DOI: 10.1016/j.pan.2019.07.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2019] [Revised: 06/09/2019] [Accepted: 07/17/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND Prevalence estimates of chronic pancreatitis (CP) in the US are scarce. We aimed to determine the prevalence of CP in the commercially insured population of the US. METHODS We analyzed the IQVIA Legacy PharMetrics database to calculate the period prevalence of CP from 2001 to 2013 among individuals with ≥1 year of enrollment. CP was defined as ≥1 healthcare contacts associated with a non-ancillary claim for a primary diagnosis of CP (ICD-9-CM 577.1). Prevalence estimates were age- and sex- adjusted to the 2010 US population. Sensitivity analysis was performed by using more stringent criteria: a) 1 claim of CP + [≥1 claims of acute pancreatitis (AP), CP or pancreatic cyst/pseudocyst]; b) 1 claim of CP + [≥1 claims for AP, CP or pancreatic cyst/pseudocyst in ≥3 months before or after the index CP claim]; c) ≥2 claims for CP; and d) ≥2 claims for CP separated by ≥ 6 months. RESULTS Of 48.67 million eligible enrollees, 37,061 received the diagnosis of CP (mean age, 51.2 ± 15.2 years; 49% male). The age- and sex- adjusted period prevalence of CP per 100,000 was 73.4 (95% CI, 72.6-74.1), 98.7 (95% CI, 97.7-99.7) for adults and 8.3 (95% CI, 7.8-8.8) for children. Prevalence of CP was slightly higher in males (sex ratio, 1.05) and highest in the age group of 46-55 years (135/100,000). On sensitivity analysis, the prevalence of CP per 100,000 decreased to 60.2, 39.7, 38.8, and 18.8 with each of the alternative definitions. CONCLUSION Prevalence estimates reported in our study provide an insight into the population burden of CP in the US.
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Affiliation(s)
- Jorge D Machicado
- Division of Gastroenterology and Hepatology, Mayo Clinic Health System, Eau Claire, WI, USA
| | - Anwar Dudekula
- Division of Gastroenterology, Saint Peter's University Hospital, New Brunswick, NJ, USA
| | - Gong Tang
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Hongzhi Xu
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Bechien U Wu
- Center for Pancreatic Care, Division of Gastroenterology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA, USA
| | - Chris E Forsmark
- Division of Gastroenterology, Hepatology, and Nutrition, University of Florida, Gainesville, FL, USA
| | - Dhiraj Yadav
- Division of Gastroenterology and Hepatology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
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12
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Interobserver agreement of computed tomography reporting standards for chronic pancreatitis. Abdom Radiol (NY) 2019; 44:2459-2465. [PMID: 30955070 DOI: 10.1007/s00261-019-01979-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
AIM To assess the interobserver agreement of computed tomography (CT) reporting standards for chronic pancreatitis (CP). SUBJECTS AND METHODS Retrospective analysis of CT of 47 patients (33 males and 11 females, age range 36 to 56 years) with CP who presented with abdominal pain (n = 41), steatorrhea (n = 37), and glucose intolerance (n = 31). The patients underwent CT study using a 16-multidetector CT scanner with a pancreatic protocol including a nonenhanced scan followed by pancreatic phase at 35 s and portal venous phase at 65 s after intravenous injection of nonionic contrast medium. Image analysis was performed by two radiologists according to reporting standards for CP. RESULTS There was excellent interobserver agreement (84.8 %) between the two reviewers in CT reporting standards for CP (K = 0.80, 95 % CI 0.75-0.85, P = 0.001). There was good interobserver agreement for pancreatic duct (PD) caliber (K = 0.71, 95 % CI 0.56-0.87, P = 0.001), PD contour (K = 0.76, 95 % CI 0.61-0.91, P = 0.001), PD stricture (K = 0.070, 95 % CI 0.53-0.88, P = 0.001), and distribution of findings (K = 0.69, 95 % CI 0.51-0.86, P = 0.001). There was excellent interobserver agreement for intraductal calculi (K = 0.84, 95 % CI 0.68-0.98, P = 0.001), pancreatic calcifications (K = 0.86, 95 % CI 0.84-0.98, P = 0.001), and pancreatic diameter (K = 0.87, 95 % CI 0.75-0.99, P = 0.001). CONCLUSION CT reporting standards for CP is a reliable method for diagnosis of patients with CP.
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Small Intestinal Bacterial Overgrowth Is Common in Chronic Pancreatitis and Associates With Diabetes, Chronic Pancreatitis Severity, Low Zinc Levels, and Opiate Use. Am J Gastroenterol 2019; 114:1163-1171. [PMID: 31008737 PMCID: PMC6610753 DOI: 10.14309/ajg.0000000000000200] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Small intestinal bacterial overgrowth (SIBO) is often present in patients with chronic pancreatitis (CP) with persistent steatorrhea, despite pancreatic enzyme replacement therapy. Overall prevalence of SIBO, diagnosed by glucose breath test (GBT), varies between 0% and 40% but 0%-21% in those without upper gastrointestinal (GI) surgery. We investigated the prevalence and nonsurgical independent predictors of SIBO in CP without upper GI surgery. METHODS Two hundred seventy-three patients ≥18 years old had a presumptive diagnosis of CP and a GBT between 1989 and 2017. We defined CP by Mayo score (0-16) ≥4 and a positive GBT for SIBO by Rome consensus criteria and retrospectively collected data for 5 a priori variables (age, opiates, alcohol use, diabetes mellitus (DM), gastroparesis) and 41 investigational variables (demographics, GI symptoms, comorbidities, CP etiologies and cofactors, CP symptom duration, Mayo score and nondiabetes components, and biochemical variables). RESULTS Ninety-eight of 273 patients had definite CP and 40.8% had SIBO. Five of 46 variables predicted SIBO: opiates, P = 0.005; DM, P = 0.04; total Mayo score, P < 0.05; zinc, P = 0.005; and albumin, P < 0.05). Multivariable analysis of 3 noncorrelated variables identified zinc level (odds ratio = 0.0001; P = 0.03) as the sole independent predictor of SIBO (model C-statistic = 0.89; P < 0.001). DISCUSSION SIBO, diagnosed by GBT, occurs in 40.8% of patients with CP without upper GI surgery. In patients with CP, markers of more severe CP (low zinc level, DM and increased Mayo score) and opiate use should raise clinical suspicion for SIBO, particularly in patients with persistent steatorrhea or weight loss despite pancreatic enzyme replacement therapy.
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14
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Ebrahimian S, Ebrahimian S, Nadri S. Intraluminal bezoar caused obstruction and pancreatitis: A case report. Clin Case Rep 2019; 7:1040-1042. [PMID: 31110741 PMCID: PMC6510005 DOI: 10.1002/ccr3.2145] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 11/22/2018] [Accepted: 03/23/2019] [Indexed: 01/05/2023] Open
Abstract
Acute pancreatitis from bezoar-induced obstruction is rare. We present an uncommon case report of a man with manifestations of Rapunzel syndrome with no known history of mental disorders. Surgical removal of the bezoar through gastrostomy and enterotomy in the absence of a psychiatric undertone will undoubtedly prevent a relapse.
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Affiliation(s)
- Saba Ebrahimian
- Shohada-ye Ashayer HospitalLorestan University of Medical SciencesKhorramabadIran
| | - Shadi Ebrahimian
- Shohada-ye Ashayer HospitalLorestan University of Medical SciencesKhorramabadIran
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15
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Adejumo AC, Akanbi O, Adejumo KL, Bukong TN. Reduced Risk of Alcohol-Induced Pancreatitis With Cannabis Use. Alcohol Clin Exp Res 2018; 43:277-286. [DOI: 10.1111/acer.13929] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 11/13/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Adeyinka Charles Adejumo
- Department of Medicine ; North Shore Medical Center; Salem Massachusetts
- Department of Medicine ; University of Massachusetts Medical School; Worcester Massachusetts
- School of Public Health ; University of Massachusetts Lowell; Lowell Massachusetts
| | - Olalekan Akanbi
- Division of Hospital Medicine ; University of Kentucky College of Medicine; Lexington Kentucky
| | | | - Terence Ndonyi Bukong
- Department of Medicine ; University of Massachusetts Medical School; Worcester Massachusetts
- INRS-Institut Armand-Frappier ; Institut National de la Recherche Scientifique; Laval Québec Canada
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16
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The Use of International Classification of Diseases Codes to Identify Patients with Pancreatitis: A Systematic Review and Meta-analysis of Diagnostic Accuracy Studies. Clin Transl Gastroenterol 2018; 9:191. [PMID: 30287807 PMCID: PMC6172207 DOI: 10.1038/s41424-018-0060-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2018] [Accepted: 09/06/2018] [Indexed: 02/06/2023] Open
Abstract
Background Hospital discharge codes are increasingly used in gastroenterology research, but their accuracy in the setting of acute pancreatitis (AP) and chronic pancreatitis (CP), one of the most frequent digestive diseases, has never been assessed systematically. The aim was to conduct a systematic literature review and determine accuracy of diagnostic codes for AP and CP, as well as the effect of covariates. Methods Three databases (Pubmed, EMBASE and Scopus) were searched by two independent reviewers for relevant studies that used International Classification of Disease (ICD) codes. Summary estimates of sensitivity, specificity and positive predictive value were obtained from bivariate random-effects regression models. Sensitivity and subgroup analyses according to recurrence of AP and age of the study population were performed. Results A total of 24 cohorts encompassing 18,106 patients were included. The pooled estimates of sensitivity and specificity of ICD codes for AP were 0.85 and 0.96, respectively. The pooled estimates of sensitivity and specificity of ICD codes for CP were 0.75 and 0.94, respectively. The positive predictive value of ICD codes was 0.71 for either AP or CP. It increased to 0.78 when applied to incident episode of AP only. The positive predictive value decreased to 0.68 when the ICD codes were applied to paediatric patients. Conclusion Nearly three out of ten patients are misidentified as having either AP or CP with the indiscriminate use of ICD codes. Limiting the use of ICD codes to adult patients with incident episode of AP may improve identification of patients with pancreatitis in administrative databases.
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DiMagno MJ, Forsmark CE. Chronic pancreatitis and small intestinal bacterial overgrowth. Pancreatology 2018; 18:360-362. [PMID: 29752215 DOI: 10.1016/j.pan.2018.04.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 04/25/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Matthew J DiMagno
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Taubman Center, Room 3912, 1500 East Medical Center Drive, SPC 5362, Ann Arbor, MI, USA.
| | - Chris E Forsmark
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Florida, P. O. Box 100214, Gainesville, FL, 32610-0214, USA
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18
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Teo K, Johnson MH, Drewes AM, Windsor JA. A comprehensive pain assessment tool (COMPAT) for chronic pancreatitis: Development, face validation and pilot evaluation. Pancreatology 2017; 17:706-719. [PMID: 28733149 DOI: 10.1016/j.pan.2017.07.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 06/15/2017] [Accepted: 07/08/2017] [Indexed: 12/11/2022]
Abstract
BACKGROUND/OBJECTIVES Chronic pancreatitis (CP) pain is challenging to treat. Treatment selection is hampered by there being no validated pain assessment tool that accounts for the complexity of CP pain and its underlying mechanisms. This study aims to develop a comprehensive pain assessment tool (COMPAT) specific for CP, evaluate its face validity with experts and patients and test it with a pilot cohort of patients. METHODS COMPAT was developed from existing pain assessment tools and a literature review. Face validity was conducted by pancreatologists and CP patients using an item-content validity index for importance, relevance and clarity. Subsequent revisions were made to COMPAT. A pilot cohort of CP patients tested COMPAT. RESULTS COMPAT was developed and covered all important aspects of CP pain. Experts and CP patients reported that 70% of questions were important and relevant to CP pain. Most experts were willing to use COMPAT in clinic, ward/hospital and research settings. The most common location of pain was the epigastrium and food was the most important trigger. Pain Pattern C (constant background pain with pain attacks), had significantly higher frequency of pain attacks, higher opioid use, and affective descriptors of pain than Pattern A (pain attacks with no background pain). CONCLUSIONS COMPAT has high face validity and met with high acceptance. CP patients successfully self-reported their pain with COMPAT. The results reveal many differences in the CP pain within the pilot cohort, which may reflect different mechanisms of pain. A larger prospective cohort study is planned to further validate COMPAT.
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Affiliation(s)
- K Teo
- Department of Surgery, School of Medicine, Faculty of Medical and Health Sciences, University of Auckland, New Zealand
| | - M H Johnson
- Department of Psychological Medicine, School of Medicine, Faculty of Medical and Health Sciences, University of Auckland, New Zealand
| | - A M Drewes
- Centre for Pancreas Diseases & Mech-Sense, Department of Gastroenterology and Hepatology, Clinical Institute, Aalborg University Hospital, Aalborg, Denmark
| | - J A Windsor
- Department of Surgery, School of Medicine, Faculty of Medical and Health Sciences, University of Auckland, New Zealand.
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Setiawan VW, Pandol SJ, Porcel J, Wei PC, Wilkens LR, Le Marchand L, Pike MC, Monroe KR. Dietary Factors Reduce Risk of Acute Pancreatitis in a Large Multiethnic Cohort. Clin Gastroenterol Hepatol 2017; 15:257-265.e3. [PMID: 27609706 PMCID: PMC5241169 DOI: 10.1016/j.cgh.2016.08.038] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 08/24/2016] [Accepted: 08/25/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Pancreatitis is a source of substantial morbidity and health cost in the United States. Little is known about how diet might contribute to its pathogenesis. To characterize dietary factors that are associated with risk of pancreatitis by disease subtype, we conducted a prospective analysis of 145,886 African Americans, Native Hawaiians, Japanese Americans, Latinos, and whites in the Multiethnic Cohort. METHODS In the Multiethnic Cohort (age at baseline, 45-75 y), we identified cases of pancreatitis using hospitalization claim files from 1993 through 2012. Patients were categorized as having gallstone-related acute pancreatitis (AP) (n = 1210), AP not related to gallstones (n = 1222), or recurrent AP or suspected chronic pancreatitis (n = 378). Diet information was obtained from a questionnaire administered when the study began. Associations were estimated by hazard ratios and 95% confidence intervals using Cox proportional hazard models adjusted for confounders. RESULTS Dietary intakes of saturated fat (P trend = .0011) and cholesterol (P trend = .0008) and their food sources, including red meat (P trend < .0001) and eggs (P trend = .0052), were associated positively with gallstone-related AP. Fiber intake, however, was associated inversely with gallstone-related AP (P trend = .0005) and AP not related to gallstones (P trend = .0035). Vitamin D, mainly from milk, was associated inversely with gallstone-related AP (P trend = .0015), whereas coffee consumption protected against AP not related to gallstones (P trend < .0001). With the exception of red meat, no other dietary factors were associated with recurrent acute or suspected chronic pancreatitis. CONCLUSIONS Associations between dietary factors and pancreatitis were observed mainly for gallstone-related AP. Interestingly, dietary fiber protected against AP related and unrelated to gallstones. Coffee drinking protected against AP not associated with gallstones. Further studies are warranted to confirm our findings.
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Affiliation(s)
- Veronica Wendy Setiawan
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California; Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.
| | - Stephen J Pandol
- Division of Gastroenterology, Department of Medicine, Cedars-Sinai Medical Center, and Department of Veterans Affairs, Los Angeles, California
| | - Jacqueline Porcel
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Pengxiao C Wei
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Lynne R Wilkens
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Malcolm C Pike
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California; Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kristine R Monroe
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
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