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Tian Y, Huang Q, Ren YT, Jiang X, Jiang B. Visceral adipose tissue predicts severity and prognosis of acute pancreatitis in obese patients. Hepatobiliary Pancreat Dis Int 2024; 23:458-462. [PMID: 37648552 DOI: 10.1016/j.hbpd.2023.08.014] [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: 10/24/2022] [Accepted: 08/21/2023] [Indexed: 09/01/2023]
Abstract
Acute pancreatitis is a common systemic inflammatory disease, manifested by a spectrum of severity, ranging from mild in the majority of patients to severe acute pancreatitis. Patients with severe acute pancreatitis suffer from severe local and systemic complications and organ failure, leading to a poor prognosis. The early recognition of the severe condition is important to improve prognosis. Obesity has risen in tandem with an increase in the severity of acute pancreatitis in recent years. Studies have revealed that adipose tissue, particularly visceral adipose tissue is associated with the prognosis of acute pancreatitis. This review discussed the role of visceral adipose tissue in obese patients with acute pancreatitis and explored the possible mechanism involved.
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Affiliation(s)
- Yuan Tian
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Qing Huang
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Yu-Tang Ren
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Xuan Jiang
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Bo Jiang
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China.
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2
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Sun Y, Lu B, Hu Y, Lv Y, Zhong S. Glycemic Variability in Pancreatogenic Diabetes Mellitus: characteristics, Risks, Potential Mechanisms, and Treatment Possibilities. Int J Gen Med 2024; 17:4297-4309. [PMID: 39324147 PMCID: PMC11423834 DOI: 10.2147/ijgm.s477497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 09/03/2024] [Indexed: 09/27/2024] Open
Abstract
In recent years, pancreatogenic diabetes mellitus has garnered significant attention due to its high incidence, complications, and mortality rates. Glycemic variability (GV) can increase the risk of pancreatogenic diabetes mellitus and its associated complications; however, the precise mechanism remains unclear. The effective control of GV is crucial for preventing the onset of pancreatic diabetes mellitus and improving prognosis. Both diet and antidiabetic medications have substantial effects on GV. However, many patients are prescribed suboptimal or even harmful drugs. Therefore, to provide a comprehensive treatment basis for clinicians to prevent and treat pancreatogenic diabetes mellitus, this study aimed to elucidate the relationship between GV and pancreatogenic diabetes mellitus; investigate the potential mechanisms (such as oxidative stress, inflammatory response, insulin resistance, and lipid metabolism disorders); provide lifestyle guidance; and recommend drug selections to reduce the GV in patients with pancreatogenic diabetes mellitus.
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Affiliation(s)
- Yuyan Sun
- Department of Endocrinology, Gusu School, Nanjing Medical University, The First People’s Hospital of Kunshan, Kunshan, 215300, People’s Republic of China
| | - Bing Lu
- Department of Endocrinology, Gusu School, Nanjing Medical University, The First People’s Hospital of Kunshan, Kunshan, 215300, People’s Republic of China
| | - Yuanwen Hu
- Department of Gastroenterology, The First People’s Hospital of Kunshan, Kunshan, 215300, People’s Republic of China
| | - Yingqi Lv
- Division of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People’s Republic of China
| | - Shao Zhong
- Department of Endocrinology, Gusu School, Nanjing Medical University, The First People’s Hospital of Kunshan, Kunshan, 215300, People’s Republic of China
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3
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Wang L, Li Y, Li R, Luan J, Cao K, Liu T, Hu H, Chen S, Bu L, Liu L, Wang H, Lu Q. Diverse associations between pancreatic intra-, inter-lobular fat and the development of type 2 diabetes in overweight or obese patients. Front Nutr 2024; 11:1421032. [PMID: 39021593 PMCID: PMC11252058 DOI: 10.3389/fnut.2024.1421032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Accepted: 06/24/2024] [Indexed: 07/20/2024] Open
Abstract
Pancreatic fat is associated with obesity and type 2 diabetes mellitus (T2DM); however, the relationship between different types of pancreatic fat and diabetes status remains unclear. Therefore, we aimed to determine the potential of different types of pancreatic fat accumulation as a risk factor for T2DM in overweight or obese patients. In total, 104 overweight or obese patients were recruited from January 2020 to December 2022. The patients were divided into three groups: normal glucose tolerance (NGT), impaired fasting glucose or glucose tolerance (IFG/IGT), and T2DM. mDixon magnetic resonance imaging (MRI) was used to detect pancreatic fat in all three groups of patients. The pancreatic head fat (PHF), body fat (PBF), and tail fat (PTF) in the IFG/IGT group were 21, 20, and 31% more than those in the NGT group, respectively. PHF, PBF, and PTF were positively associated with glucose metabolic dysfunction markers in the NGT group, and inter-lobular fat volume (IFV) was positively associated with these markers in the IFG/IGT group. The areas under the receiver operating characteristic curves for PHF, PBF, and PTF (used to evaluate their diagnostic potential for glucose metabolic dysfunction) were 0.73, 0.73, and 0.78, respectively, while those for total pancreatic volume (TPV), pancreatic parenchymal volume, IFV, and IFV/TPV were 0.67, 0.67, 0.66, and 0.66, respectively. These results indicate that intra-lobular pancreatic fat, including PHF, PTF, and PBF, may be a potential independent risk factor for the development of T2DM. Additionally, IFV exacerbates glucose metabolic dysfunction. Intra-lobular pancreatic fat indices were better than IFV for the diagnosis of glucose metabolic dysfunction.
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Affiliation(s)
- Lihui Wang
- Department of Radiology, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Yinghao Li
- Physics Department & Shanghai Key Laboratory of Magnetic Resonance, School of Physics and Electronic Science, East China Normal University, Shanghai, China
| | - Renfeng Li
- Department of Radiology, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Jinwen Luan
- School of Exercise and Health, Shanghai University of Sport, Shanghai, China
| | - Kaiming Cao
- Department of Radiology, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Tiancheng Liu
- Department of Radiology, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Haiyang Hu
- Department of Radiology, Shanghai East Hospital, Tongji University, Shanghai, China
| | - Shanshan Chen
- College of Medical Imaging, Shanghai University of Medicine and Health Science, Shanghai, China
| | - Le Bu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Medicine School of Tongji University, Shanghai, China
| | - Longhua Liu
- School of Exercise and Health, Shanghai University of Sport, Shanghai, China
| | - Hongzhi Wang
- Physics Department & Shanghai Key Laboratory of Magnetic Resonance, School of Physics and Electronic Science, East China Normal University, Shanghai, China
| | - Qing Lu
- Department of Radiology, Shanghai East Hospital, Tongji University, Shanghai, China
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4
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Zhang J, Wang X, Lv Y, Hou J, Zhang C, Su X, Li L. Impact of stress hyperglycemia on long-term prognosis in acute pancreatitis without diabetes. Intern Emerg Med 2024; 19:681-688. [PMID: 38372886 DOI: 10.1007/s11739-023-03524-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 12/25/2023] [Indexed: 02/20/2024]
Abstract
Stress hyperglycemia has been confirmed as a strong predictor of poor short-term prognosis in acute pancreatitis. However, whether stress hyperglycemia affects the long-term prognosis of patients with acute pancreatitis is unclear. We aimed to investigate the effect of stress hyperglycemia on the long-term prognosis of non-diabetic patients with acute pancreatitis. This retrospective observational study was conducted on 4055 patients with acute pancreatitis from 1 January 2016 to 31 October 2020. The association between stress hyperglycemia and the prognosis was evaluated using regression modeling. There were 935(71.5%) normoglycemic and 373(28.5%) stress hyperglycemia patients. 46(12.3%) patients with stress hyperglycemia had evidence of diabetes compared with 33(3.5%) patients without stress hyperglycemia (P < 0.001). After multivariate adjustment, patients with stress hyperglycemia were more likely to have evidence of diabetes (OR 2.905, 95% CI 1.688-4.999) compared with normoglycemic. However, stress hyperglycemia is not associated with the recurrence of pancreatitis and progression to chronic pancreatitis. Stress hyperglycemia was independently associated with diabetes secondary to acute pancreatitis. Accordingly, a follow-up diabetes-screening program for AP with stress hyperglycemia is an important part of identifying the disease as soon as possible, delaying islet damage, and improving the prognosis of post-acute pancreatitis diabetes mellitus.
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Affiliation(s)
- Jun Zhang
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China
| | - Xiaoyuan Wang
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China
| | - Yingqi Lv
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China
| | - Jiaying Hou
- Department of Endocrinology, Changji Branch, First Affiliated Hospital of Xinjiang Medical University, Xinjiang, China
| | - Chi Zhang
- Department of Endocrinology, Hunan Provincial People's Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, Hunan, China
| | - Xianghui Su
- Department of Endocrinology, Changji Branch, First Affiliated Hospital of Xinjiang Medical University, Xinjiang, China
| | - Ling Li
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China.
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China.
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Petrov MS, Olesen SS. Metabolic Sequelae: The Pancreatitis Zeitgeist of the 21st Century. Gastroenterology 2023; 165:1122-1135. [PMID: 37549751 DOI: 10.1053/j.gastro.2023.07.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 07/20/2023] [Accepted: 07/24/2023] [Indexed: 08/09/2023]
Abstract
Holistic management of pancreatitis means that gastroenterologists in the 21st Century should think beyond improving in-hospital outcomes of pancreatitis alone. In particular, there is considerable room for optimizing the management of new-onset diabetes, exocrine pancreatic insufficiency, and other metabolic sequelae of pancreatitis. The present article provides state-of-the-art information on classification, terminology, and burden of the common sequelae of pancreatitis. A high-risk group of patients with pancreatitis is identified, which is positioned to benefit the most from the metabolic sequelae surveillance program introduced in this article. The program involves continuous follow-up after pancreatitis diagnosis, with the focus on early identification of new-onset diabetes after pancreatitis and exocrine pancreatic insufficiency. The metabolic sequelae surveillance program is scalable and has the potential to reduce the burden of pancreatitis through tertiary prevention in the decades to come.
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Affiliation(s)
- Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand.
| | - Søren S Olesen
- Department of Gastroenterology and Hepatology, Center for Pancreatic Diseases and Mech-Sense, Aalborg University Hospital, Aalborg, Denmark; Clinical Institute, Aalborg University, Aalborg, Denmark
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6
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Goodarzi MO, Petrov MS. Diabetes of the Exocrine Pancreas: Implications for Pharmacological Management. Drugs 2023:10.1007/s40265-023-01913-5. [PMID: 37410209 PMCID: PMC10361873 DOI: 10.1007/s40265-023-01913-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/12/2023] [Indexed: 07/07/2023]
Abstract
Post-pancreatitis diabetes mellitus, pancreatic cancer-related diabetes, and cystic fibrosis-related diabetes are often underappreciated. As a result, a substantial proportion of people with these sub-types of diabetes receive antidiabetic medications that may be suboptimal, if not harmful, in the context of their underlying disease of the exocrine pancreas. The present article delineates both classical (biguanides, insulin, sulfonylureas, α-glucosidase inhibitors, thiazolidinediones, and meglitinides) and newer (glucagon-like peptide-1 receptor agonists, amylin analogs, dipeptidyl peptidase-4 inhibitors, sodium-glucose co-transporter-2 inhibitors, D2 receptor agonists, bile acid sequestrants, and dual glucagon-like peptide-1 receptor and glucose-dependent insulinotropic polypeptide receptor co-agonists) therapies and provides recommendations for managing people with diabetes of the exocrine pancreas based on the most up-to-date clinical evidence. Also, several emerging directions (lipid-enriched pathways, Y4 receptor agonism, glucagon-like peptide-1 and glucagon receptor co-agonism) are presented with a view to informing the process of new drug discovery and development.
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Affiliation(s)
- Mark O Goodarzi
- Division of Endocrinology, Diabetes, and Metabolism, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand.
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7
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Zhang J, Lv Y, Hou J, Zhang C, Yua X, Wang Y, Yang T, Su X, Ye Z, Li L. Machine learning for post-acute pancreatitis diabetes mellitus prediction and personalized treatment recommendations. Sci Rep 2023; 13:4857. [PMID: 36964219 PMCID: PMC10038980 DOI: 10.1038/s41598-023-31947-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 03/20/2023] [Indexed: 03/26/2023] Open
Abstract
Post-acute pancreatitis diabetes mellitus (PPDM-A) is the main component of pancreatic exocrine diabetes mellitus. Timely diagnosis of PPDM-A improves patient outcomes and the mitigation of burdens and costs. We aimed to determine risk factors prospectively and predictors of PPDM-A in China, focusing on giving personalized treatment recommendations. Here, we identify and evaluate the best set of predictors of PPDM-A prospectively using retrospective data from 820 patients with acute pancreatitis at four centers by machine learning approaches. We used the L1 regularized logistic regression model to diagnose early PPDM-A via nine clinical variables identified as the best predictors. The model performed well, obtaining the best AUC = 0.819 and F1 = 0.357 in the test set. We interpreted and personalized the model through nomograms and Shapley values. Our model can accurately predict the occurrence of PPDM-A based on just nine clinical pieces of information and allows for early intervention in potential PPDM-A patients through personalized analysis. Future retrospective and prospective studies with multicentre, large sample populations are needed to assess the actual clinical value of the model.
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Affiliation(s)
- Jun Zhang
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China
| | - Yingqi Lv
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China
| | - Jiaying Hou
- Department of Endocrinology, Changji Branch, First Affiliated Hospital of Xinjiang Medical University, Xinjiang, 831100, China
| | - Chi Zhang
- Department of Endocrinology, Hunan Provincial People's Hospital, First Affiliated Hospital of Hunan Normal University, Changsha, 410005, Hunan, China
| | - Xuelu Yua
- Department of Endocrinology, Yixing Second People's Hospital, Wuxi, 214200, China
| | - Yifan Wang
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China
| | - Ting Yang
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China
| | - Xianghui Su
- Department of Endocrinology, Changji Branch, First Affiliated Hospital of Xinjiang Medical University, Xinjiang, 831100, China
| | - Zheng Ye
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China.
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China.
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Institute of Pancreas, Southeast University, Nanjing, 210009, China.
| | - Ling Li
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China.
- Institute of Glucose and Lipid Metabolism, Southeast University, Nanjing, China.
- Department of Endocrinology, Zhongda Hospital, School of Medicine, Institute of Pancreas, Southeast University, Nanjing, 210009, China.
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Norbitt CF, Kimita W, Bharmal SH, Ko J, Petrov MS. Relationship between Habitual Intake of Vitamins and New-Onset Prediabetes/Diabetes after Acute Pancreatitis. Nutrients 2022; 14:nu14071480. [PMID: 35406092 PMCID: PMC9003206 DOI: 10.3390/nu14071480] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 03/29/2022] [Accepted: 03/29/2022] [Indexed: 02/01/2023] Open
Abstract
Vitamins have many established roles in human health. However, the role of habitual dietary intake of vitamins in glucose homeostasis in individuals after acute pancreatitis (AP) is yet to be elucidated. The aim was to investigate the associations between habitual intake of fat- and water-soluble vitamins/vitamers and markers of glucose metabolism (fasting plasma glucose (FPG), homeostasis model assessment insulin resistance (HOMA-IR) index, and homeostasis model assessment β-cell function (HOMA-β)) in individuals after AP. A total of 106 participants after AP were included in this cross-sectional study and were grouped based on glycaemic status: new-onset prediabetes/diabetes after AP (NODAP), pre-existing prediabetes/type 2 diabetes (T2DM), and normoglycaemia after AP (NAP). Habitual intake of seven fat-soluble vitamins/vitamers and seven water-soluble vitamins were determined by the EPIC-Norfolk food frequency questionnaire. Multiple linear regression analyses were conducted using five statistical models built to adjust for covariates (age, sex, daily energy intake, visceral/subcutaneous fat volume ratio, smoking status, daily alcohol intake, aetiology of AP, number of AP episodes, cholecystectomy, and use of antidiabetic medications). In the NODAP group, three fat-soluble vitamins/vitamers (α-carotene, β-carotene, and total carotene) were significantly associated with HOMA-β. One water-soluble vitamin (vitamin B3) was also significantly associated with HOMA-β in the NODAP group. None of the studied vitamins were significantly associated with FPG or HOMA-IR in the NODAP group. Prospective longitudinal studies and randomised controlled trials are now warranted to investigate if the observed associations between vitamin/vitamer intake and NODAP are causal and to unveil the specific mechanisms underlying their involvement with NODAP.
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Petrov MS, Taylor R. Intra-pancreatic fat deposition: bringing hidden fat to the fore. Nat Rev Gastroenterol Hepatol 2022; 19:153-168. [PMID: 34880411 DOI: 10.1038/s41575-021-00551-0] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/04/2021] [Indexed: 02/07/2023]
Abstract
Development of advanced modalities for detection of fat within the pancreas has transformed understanding of the role of intra-pancreatic fat deposition (IPFD) in health and disease. There is now strong evidence for the presence of minimal (but not negligible) IPFD in healthy human pancreas. Diffuse excess IPFD, or fatty pancreas disease (FPD), is more frequent than type 2 diabetes mellitus (T2DM) (the most common disease of the endocrine pancreas) and acute pancreatitis (the most common disease of the exocrine pancreas) combined. FPD is not strictly a function of high BMI; it can result from the excess deposition of fat in the islets of Langerhans, acinar cells, inter-lobular stroma, acinar-to-adipocyte trans-differentiation or replacement of apoptotic acinar cells. This process leads to a wide array of diseases characterized by excess IPFD, including but not limited to acute pancreatitis, chronic pancreatitis, pancreatic cancer, T2DM, diabetes of the exocrine pancreas. There is ample evidence for FPD being potentially reversible. Weight loss-induced decrease of intra-pancreatic fat is tightly associated with remission of T2DM and its re-deposition with recurrence of the disease. Reversing FPD will open up opportunities for preventing or intercepting progression of major diseases of the exocrine pancreas in the future.
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Affiliation(s)
- Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand.
| | - Roy Taylor
- Magnetic Resonance Centre, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
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Thiruvengadam NR, Forde KA, Miranda J, Kim C, Behr S, Masharani U, Arain MA. Disconnected Pancreatic Duct Syndrome: Pancreatitis of the Disconnected Pancreas and Its Role in the Development of Diabetes Mellitus. Clin Transl Gastroenterol 2022; 13:e00457. [PMID: 35060942 PMCID: PMC8865505 DOI: 10.14309/ctg.0000000000000457] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 12/28/2021] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Disconnected pancreatic duct syndrome (DPDS) is a recognized complication of necrotizing pancreatitis (NP). Manifestations include recurrent peripancreatic fluid collections (R-PFC) and pancreatocutaneous fistulae (PC-Fistulae). Pancreatitis of the disconnected pancreatic segment (DPDS-P) and its relationship to new-onset diabetes after pancreatitis (NODAP) are not well characterized. METHODS We performed a retrospective cohort study of consecutive patients with NP admitted to University of California, San Francisco from January 2011 to June 2019. A diagnosis of a disconnected pancreatic duct (PD) was confirmed using computed tomography and magnetic resonance cholangiopancreatography/endoscopic retrograde cholangiopancreatography. DPDS was defined as a disconnected PD presenting with R-PFC, PC-Fistulae, or DPDS-P. The primary outcome was NODAP, defined as diabetes mellitus (DM) occurring >3 months after NP. Cox proportional hazards regression was used to evaluate the relationship between DPDS and NODAP. RESULTS Of 171 patients with NP in this study, the mean clinical follow-up was 46 ± 18 months and the imaging follow-up was 38 ± 20 months. Twenty-seven patients (16%) developed DPDS-P at a median of 28 months. New-onset DM occurred in 54 of the 148 patients (36%), with 22% developing DM within 3 months of NP and 14% developing NODAP at a median of 31 months after AP. DPDS-P was associated with NODAP when compared with non-DPDS patients (adjusted hazard ratio 5.63 95% confidence interval: 1.69-18.74, P = 0.005) while R-PFCs and PC-Fistulae were not. DISCUSSION DPDS and NODAP occurred in 28% and 14% of the patients, respectively. Pancreatitis of the disconnected pancreas occurred in 16% of the patients and was associated with higher rates of NODAP when compared with patients with other manifestations of DPDS and patients without DPDS.
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Affiliation(s)
- Nikhil R. Thiruvengadam
- Division of Gastroenterology and Hepatology, Loma Linda University School of Medicine, Loma Linda, California, USA;
- Division of Gastroenterology and Hepatology, University of Pennsylvania, Philadelphia, Pennsylvania, USA;
- Center for Endoscopic Innovation, Research and Training, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA;
- Division of Gastroenterology and Hepatology, University of California San Francisco, San Francisco, California, USA;
| | - Kimberly A. Forde
- Division of Gastroenterology and Hepatology, Temple University, Philadelphia, Pennsylvania
| | - Janille Miranda
- Division of Gastroenterology and Hepatology, University of California San Francisco, San Francisco, California, USA;
| | - Christopher Kim
- Abdominal Imaging Section, Department of Radiology, University of California San Francisco, San Francisco, California, USA;
| | - Spencer Behr
- Abdominal Imaging Section, Department of Radiology, University of California San Francisco, San Francisco, California, USA;
| | - Umesh Masharani
- Division of Endocrinology and Metabolism, Department of Medicine, The University of California, San Francisco, California, USA.
| | - Mustafa A. Arain
- Division of Gastroenterology and Hepatology, University of California San Francisco, San Francisco, California, USA;
- Center for Interventional Endoscopy, AdventHealth, Orlando, Florida, USA.
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11
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Abdominal fat distribution modulates the metabolic effects of exogenous ketones in individuals with new-onset prediabetes after acute pancreatitis: Results from a randomized placebo-controlled trial. Clin Nutr ESPEN 2021; 43:117-129. [DOI: 10.1016/j.clnesp.2021.03.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 03/08/2021] [Indexed: 12/13/2022]
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Petrov MS. Post-pancreatitis diabetes mellitus: investigational drugs in preclinical and clinical development and therapeutic implications. Expert Opin Investig Drugs 2021; 30:737-747. [PMID: 33993813 DOI: 10.1080/13543784.2021.1931118] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Introduction: Post-pancreatitis diabetes mellitus is one of the most common types of secondary diabetes. The pharmaceutical armamentarium in the field of diabetology can be broadened if the design of novel drugs is informed by pathogenetic insights from studies on post-pancreatitis diabetes mellitus.Areas covered: The article provides an overview of preclinical and clinical studies of compounds selectively antagonizing the gastric inhibitory peptide receptor, simultaneously stimulating both the glucagon-like peptide-1 and glucagon receptors, and activating ketogenesis.Expert opinion: The current pharmacotherapy for post-pancreatitis diabetes mellitus is relatively ineffective. This type of diabetes represents a unique platform for rigorous, efficient, and practical search for glucose-lowering therapeutic candidates. Various methods of gastric inhibitory peptide receptor (expressed in the pancreas) antagonism have undergone extensive preclinical testing in diabetes, with promising compounds being trialed in man. Molecular mimicry with oxyntomodulin ─ an extra-pancreatic hormone homologous with pancreatic hormone glucagon and involved in the regulation of exocrine pancreatic function ─ could be harnessed. The emerging findings of a salutary effect of ketosis mimetics in people with prediabetes set the stage for a novel approach to preventing diabetes.
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Affiliation(s)
- Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand
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13
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Association between Habitual Dietary Iron Intake and Glucose Metabolism in Individuals after Acute Pancreatitis. Nutrients 2020; 12:nu12113579. [PMID: 33266432 PMCID: PMC7700518 DOI: 10.3390/nu12113579] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 11/16/2020] [Accepted: 11/18/2020] [Indexed: 12/12/2022] Open
Abstract
Dietary intake of iron is known to be associated with impaired glucose metabolism. However, its involvement in derangements of glucose metabolism after acute pancreatitis (AP) is not completely understood. The aim was to investigate the association between dietary iron intake and markers of glucose metabolism in individuals after an attack of AP. Fasting blood samples were collected to analyse markers of glucose metabolism (fasting plasma glucose (FPG) and haemoglobin A1c (HbA1c)). The EPIC-Norfolk food frequency questionnaire was used to determine the habitual intake of dietary iron (total, haem, and non-haem). Multivariable linear regression analyses were conducted and six statistical models were built to adjust for covariates. A total of 109 individuals after AP were studied in a cross-sectional fashion. Total iron (β (95% confidence interval) = -0.19 (-0.35, -0.05); p = 0.01 in the most adjusted model) and non-haem iron (β (95% confidence interval) = -0.19 (-0.33, -0.04); p = 0.03 in the most adjusted model) were significantly associated with FPG, consistently in all adjusted model. Total iron and non-haem iron did not have consistent significant associations with HbA1c. Dietary haem iron intake was not associated with either FPG or HbA1c. Habitual intake of dietary iron is inversely associated with FPG in individuals after an attack of AP and may be involved in the pathogenesis of new-onset diabetes after pancreatitis. Prospective longitudinal studies are now warranted to unveil the specific mechanism underlying the involvement of dietary iron.
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Bharmal SH, Pendharkar SA, Singh RG, Cameron-Smith D, Petrov MS. Associations between ketone bodies and fasting plasma glucose in individuals with post-pancreatitis prediabetes. Arch Physiol Biochem 2020; 126:308-319. [PMID: 30451544 DOI: 10.1080/13813455.2018.1534242] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Context: Levels of ketone bodies are altered in both acute pancreatitis and type 1 and type 2 diabetes. However, the role of ketone bodies in the pathogenesis of abnormal glucose metabolism after pancreatitis is largely unknown.Objective: To investigate the associations between ketone bodies and glucose homeostasis in individuals with post-pancreatitis prediabetes (PPP) versus normoglycaemia after pancreatitis (NAP).Methods: Fasting blood samples were analysed for acetoacetate, β-hydroxybutyrate, and markers of glucose metabolism at a median of 26 months after acute pancreatitis. A series of linear regression analyses were conducted adjusting for patient- and pancreatitis-related characteristics.Results: The study included 27 individuals with PPP and 52 with NAP. β-hydroxybutyrate was significantly associated with fasting plasma glucose (p = .002) and explained 26.2% of its variance in PPP, but not in NAP (p = .814; 0%). Acetoacetate was not significantly associated with fasting plasma glucose in both PPP (p = .681) or NAP (p = .661).Conclusions: An inverse association between β-hydroxybutyrate and fasting plasma glucose characterises PPP and this may have translational implications.
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Affiliation(s)
- Sakina H Bharmal
- School of Medicine, University of Auckland, Auckland, New Zealand
| | | | - Ruma G Singh
- School of Medicine, University of Auckland, Auckland, New Zealand
| | | | - Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand
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Zheng H, Wang D, Wang X, Lin Y, Lu Z, Chen Y, Feng G, Yang N. Dynamic changes of lipid profile in severe hypertriglyceridemia-induced acute pancreatitis patients under double filtration plasmapheresis: a retrospective observational study. Lipids Health Dis 2020; 19:206. [PMID: 32933540 PMCID: PMC7493148 DOI: 10.1186/s12944-020-01383-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 09/02/2020] [Indexed: 11/19/2022] Open
Abstract
Background To investigate the dynamic change of lipid profile under double filtration plasmapheresis (DFPP) in severe hypertriglyceridemia-induced acute pancreatitis (sHTGP) patients and ascertain the association between these changes and the clinical prognosis. Methods sHTGP patients admitted within 72 h after disease onset were included, and all the patients received DFPP within 24 h after admission. Lipid profile were detected on admission, consecutive 4 days after DFPP and at discharge. Results There were 47 sHTGP patients enrolled in this study. At admission, all the parameters of lipid profile changed significantly except for low density lipoprotein. In the first day after DFPP, the serum level of TG, cholesterol and very low density lipoprotein declined significantly, while the high-density lipoprotein (HDL) as well as apoprotein A1 elevated obviously (P < 0.05). TG maintained the downward trend in the following three days and the other parameters kept steady. Linear regression analysis showed that HDL was negatively correlated with the duration of hospitalization among three adjusted models (P = 0.043, P = 0.029, P = 0.025 respectively). Conclusion There was distinct fluctuation of the lipid profile upon the burst of sHTGP and the parameters changed significantly in the first day after DFPP. Among these parameters, HDL may serve as a biomarker for disease prognosis in patients with sHTGP.
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Affiliation(s)
- Huijun Zheng
- Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Donghai Wang
- Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiaoling Wang
- Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yongjun Lin
- Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhihua Lu
- Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yueliang Chen
- Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Guo Feng
- Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
| | - Na Yang
- Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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Abstract
PURPOSE OF REVIEW To provide an overview of mediators involved in the pathogenesis of postacute pancreatitis diabetes mellitus. RECENT FINDINGS The 'holistic prevention of pancreatitis' framework has brought to the fore the sequelae of not only end-stage chronic pancreatitis and extensive pancreatic necrosis but also mild acute pancreatitis. Insights from the DORADO project have provided a wealth of information on the signalling molecules that do and do not affect glucose metabolism in individuals after mild acute pancreatitis and have challenged conventional views of the pathogenesis of postpancreatitis diabetes mellitus. SUMMARY Growing evidence compels a reconsideration of the dogma that mechanical β-cell destruction (and the resulting insulin deficiency) is the only underlying mechanism of postpancreatitis diabetes mellitus. Chronic low-grade inflammation, β-cell compensation, lipolysis, altered secretion of gut hormones, and changes in iron metabolism characterize postacute pancreatitis diabetes mellitus. Some of these are druggable targets that offer novel opportunities to reduce the burden of pancreatitis through tertiary prevention.
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Cho J, Dalbeth N, Petrov MS. Relationship between Gout and Diabetes Mellitus after Acute Pancreatitis: A Nationwide Cohort Study. J Rheumatol 2019; 47:917-923. [PMID: 31615915 DOI: 10.3899/jrheum.190487] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/24/2019] [Indexed: 12/25/2022]
Abstract
OBJECTIVE After acute pancreatitis, individuals often have low-grade inflammation, and subsequently develop metabolic sequelae such as post-pancreatitis diabetes mellitus (PPDM). Although numerous studies have investigated the relationship between gout and type 2 diabetes, little is known about the relationship between gout and PPDM. The aim was to investigate the associations between gout and PPDM. METHODS Using nationwide pharmaceutical dispensing data linked to hospital discharge data in New Zealand, gout and PPDM were identified among individuals after first episode of acute pancreatitis between January 1, 2007, and December 31, 2015. Multivariable Cox regression analyses were conducted, adjusting for age, sex, ethnicity, social deprivation index, alcohol consumption, tobacco smoking, comorbidities, medications (glucocorticoids, statins, and estrogens), and characteristics of acute pancreatitis. RESULTS A total of 10,117 individuals were included in the analysis of risk for gout and 9471 in the analysis of risk for PPDM. PPDM was significantly associated with a higher risk of gout in the overall cohort (adjusted HR 1.88, 95% CI 1.15-3.06) and women (2.72, 95% CI 1.31-5.65), but not in men (1.42, 95% CI 0.73-2.78). Preexisting gout was significantly associated with a higher risk of PPDM in the overall cohort (adjusted HR 1.58, 95% CI 1.04-2.41) and women (2.66, 95% CI 1.29-5.49), but not in men (1.31, 95% CI 0.78-2.20). CONCLUSION The relationship between gout and PPDM is bidirectional in the post-pancreatitis setting. A history of gout is a risk factor of PPDM, particularly in women.
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Affiliation(s)
- Jaelim Cho
- From the School of Medicine, University of Auckland, Auckland, New Zealand.,J. Cho, MD, MPH, School of Medicine, University of Auckland; N. Dalbeth, MBChB, MD, School of Medicine, University of Auckland; M.S. Petrov, MD, MPH, PhD, School of Medicine, University of Auckland
| | - Nicola Dalbeth
- From the School of Medicine, University of Auckland, Auckland, New Zealand.,J. Cho, MD, MPH, School of Medicine, University of Auckland; N. Dalbeth, MBChB, MD, School of Medicine, University of Auckland; M.S. Petrov, MD, MPH, PhD, School of Medicine, University of Auckland
| | - Maxim S Petrov
- From the School of Medicine, University of Auckland, Auckland, New Zealand. .,J. Cho, MD, MPH, School of Medicine, University of Auckland; N. Dalbeth, MBChB, MD, School of Medicine, University of Auckland; M.S. Petrov, MD, MPH, PhD, School of Medicine, University of Auckland.
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18
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Cho J, Scragg R, Pandol SJ, Goodarzi MO, Petrov MS. Antidiabetic Medications and Mortality Risk in Individuals With Pancreatic Cancer-Related Diabetes and Postpancreatitis Diabetes: A Nationwide Cohort Study. Diabetes Care 2019; 42:1675-1683. [PMID: 31227582 PMCID: PMC6702602 DOI: 10.2337/dc19-0145] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 05/31/2019] [Indexed: 02/06/2023]
Abstract
OBJECTIVE There are no specific treatment guidelines for diabetes of the exocrine pancreas. High-quality studies are warranted to investigate whether the use of antidiabetic medications has survival benefit in individuals with diabetes of the exocrine pancreas. The objective was to determine the risk of mortality associated with the use of antidiabetic medications in individuals with pancreatic cancer-related diabetes (PCRD) and postpancreatitis diabetes mellitus (PPDM). RESEARCH DESIGN AND METHODS Nationwide pharmaceutical dispensing data (2006-2015) linked to hospital discharge data were used to identify 1,862 individuals with PCRD or PPDM. Multivariable Cox regression analysis was conducted, and the risk was expressed as hazard ratios and 95% CIs. A 6-month lag was used to minimize reverse causality. RESULTS In individuals with PCRD, ever users of metformin (adjusted hazard ratio 0.54; 95% CI 0.46-0.63) and ever users of insulin (adjusted hazard ratio 0.46; 95% CI 0.39-0.55) had significantly lower risks of mortality compared with never users of antidiabetic medications. These associations attenuated toward the null with the use of a 6-month lag. In individuals with PPDM, ever users of metformin had a significantly lower risk of mortality (adjusted hazard ratio 0.51; 95% CI 0.36-0.70), whereas ever-users of insulin did not have a significantly changed risk of mortality (adjusted hazard ratio 0.75; 95% CI 0.49-1.14) compared with never users of antidiabetic medications. The former association remained significant with the use of a 6-month lag. CONCLUSIONS Metformin promotes a survival benefit in individuals with PPDM but not PCRD. Reverse causality may play a role in the association between insulin use and mortality in PCRD.
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Affiliation(s)
- Jaelim Cho
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Robert Scragg
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - Stephen J Pandol
- Division of Gastroenterology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Mark O Goodarzi
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand
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Singh RG, Nguyen NN, Cervantes A, Cho J, Petrov MS. Serum lipid profile as a biomarker of intra-pancreatic fat deposition: A nested cross-sectional study. Nutr Metab Cardiovasc Dis 2019; 29:956-964. [PMID: 31353204 DOI: 10.1016/j.numecd.2019.06.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Revised: 06/07/2019] [Accepted: 06/08/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS The relationship between intra-pancreatic fat deposition (IPFD) and lipid profile has been investigated in individuals with obesity and/or type 2 diabetes, but not in healthy non-obese individuals and those after acute pancreatitis. The aim of the study was to investigate the association between serum lipid profile and IPFD in the latter individuals and to determine the effect of abdominal fat distribution and other covariates. METHODS AND RESULTS A total of 90 individuals with a history of acute pancreatitis as well as 23 healthy non-obese individuals participated in the study. Magnetic resonance imaging was used to quantify IPFD and visceral-to-subcutaneous fat volume ratio, followed by fasting state measurement of high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), total cholesterol (TC), TC/HDL-C ratio, and triglycerides. In healthy non-obese individuals, IPFD was not significantly associated with any of the studied markers. In individuals after acute pancreatitis, IPFD was significantly associated with triglycerides in both unadjusted (β = 0.360; 95% CI, 0.090-0.629; p = 0.009) and adjusted models, with a β-coefficient of 0.280 [(95% CI, 0.016-0.545); p = 0.038] in the most adjusted model. Also, IPFD was significantly associated with TC/HDL-C ratio in both unadjusted (β = 0.336; 95% CI, 0.045-0.626; p = 0.024) and adjusted models, with a β-coefficient of 0.375 [(95% CI, 0.090-0.660); p = 0.010] in the most adjusted model. Multiple regression yielded triglycerides, but not TC/HDL-C ratio, as a significant marker of IPFD in individuals after acute pancreatitis. CONCLUSIONS Serum lipid profile is not associated with IPFD in healthy non-obese. Triglycerides, but not other components of lipid profile, is a promising biomarker for IPFD in individuals following acute pancreatitis.
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Affiliation(s)
- Ruma G Singh
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Ngoc N Nguyen
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Aya Cervantes
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Jaelim Cho
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand.
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Singh RG, Nguyen NN, Cervantes A, Alarcon Ramos GC, Cho J, Petrov MS. Associations between intra-pancreatic fat deposition and circulating levels of cytokines. Cytokine 2019; 120:107-114. [DOI: 10.1016/j.cyto.2019.04.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Revised: 03/29/2019] [Accepted: 04/18/2019] [Indexed: 12/12/2022]
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Singh RG, Cervantes A, Kim JU, Nguyen NN, DeSouza SV, Dokpuang D, Lu J, Petrov MS. Intrapancreatic fat deposition and visceral fat volume are associated with the presence of diabetes after acute pancreatitis. Am J Physiol Gastrointest Liver Physiol 2019; 316:G806-G815. [PMID: 30920289 DOI: 10.1152/ajpgi.00385.2018] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Ectopic fat and abdominal adiposity phenotypes have never been studied holistically in individuals after acute pancreatitis (AP). The aim of the study was to investigate phenotypical differences in ectopic fat and abdominal fat between individuals after AP (with and without diabetes) and to determine the role of pancreatitis-related factors. Eighty-four individuals were studied cross-sectionally after a median of 21.5 mo since last episode of AP and were categorized into "diabetes" and "no diabetes" groups. Twenty-eight healthy volunteers were also recruited. With the use of magnetic resonance imaging, intrapancreatic fat percentage, liver fat percentage, visceral fat volume (VFV), subcutaneous fat volume, and visceral-to-subcutaneous (V/S) fat volume ratio were quantified. Analysis of variance was used to investigate the differences in these phenotypes between the groups. All analyses were adjusted for age and sex. Linear regression analysis was used to investigate the association between pancreatitis-related factors and the studied phenotypes. Intrapancreatic fat percentage was significantly higher in the diabetes group (10.2 ± 1.2%) compared with the no diabetes (9.2 ± 1.7%) and healthy volunteers (7.9 ± 1.9%) groups (P < 0.001). VFV was significantly higher in the diabetes (2,715.3 ±1,077.6 cm3) compared with no diabetes (1,983.2 ± 1,092.4 cm3) and healthy volunteer (1,126.2 ± 740.4 cm3) groups (P < 0.001). V/S fat volume ratio was significantly higher in the diabetes (0.97 ± 0.27) compared with no diabetes (0.68 ± 0.42) and healthy volunteer (0.52 ± 0.34) groups (P = 0.001). Biliary AP was associated with significantly higher intrapancreatic fat percentage (β = 0.67; 95% CI, 0.01, 1.33; P = 0.047). C-reactive protein levels during hospitalization for AP were associated with significantly higher VFV (β = 3.32; 95% CI, 1.68, 4.96; P < 0.001). In conclusion, individuals with diabetes after AP have higher intrapancreatic fat percentage, VFV, and V/S fat volume ratio. Levels of C-reactive protein during AP are significantly associated with VFV, whereas biliary AP is significantly associated with intrapancreatic fat percentage. NEW & NOTEWORTHY Individuals with diabetes after acute pancreatitis have significantly higher intrapancreatic fat percentage and visceral fat volume compared with individuals without diabetes after acute pancreatitis and healthy controls. C-reactive protein levels during hospitalization for acute pancreatitis and biliary etiology of acute pancreatitis are associated with significantly larger visceral fat and pancreatic fat depots, respectively.
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Affiliation(s)
- Ruma G Singh
- School of Medicine, University of Auckland , Auckland , New Zealand
| | - Aya Cervantes
- School of Medicine, University of Auckland , Auckland , New Zealand
| | - Jin Uk Kim
- School of Medicine, University of Auckland , Auckland , New Zealand
| | - Ngoc Nhu Nguyen
- School of Medicine, University of Auckland , Auckland , New Zealand
| | - Steve V DeSouza
- School of Medicine, University of Auckland , Auckland , New Zealand
| | - Dech Dokpuang
- School of Science and School of Interprofessional Health Studies, Auckland University of Technology , Auckland , New Zealand
| | - Jun Lu
- School of Science and School of Interprofessional Health Studies, Auckland University of Technology , Auckland , New Zealand
| | - Maxim S Petrov
- School of Medicine, University of Auckland , Auckland , New Zealand
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Ma JH, Yuan YJ, Lin SH, Pan JY. Nomogram for predicting diabetes mellitus after the first attack of acute pancreatitis. Eur J Gastroenterol Hepatol 2019; 31:323-328. [PMID: 30433890 PMCID: PMC6380448 DOI: 10.1097/meg.0000000000001307] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 10/18/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Diabetes mellitus can occur after acute pancreatitis (AP), but there are currently no tools for evaluating the risk of developing diabetes after an attack of AP. The aim of the study was to develop a nomogram for prediction of new-onset diabetes mellitus after the first attack of AP. PATIENTS AND METHODS We enrolled 616 patients with first-attack AP. We collected and statistically analyzed demographic data (age, BMI, and duration of hospitalization) and laboratory data (glucose, low-density lipoprotein cholesterol, triglyceride, and cholesterol). RESULTS Univariate analysis suggested duration of hospitalization (P=0.0003), BMI (P=0.0059), cholesterol (P=0.0005), triglyceride (P=0.0005), hemoglobin (P=0.0229), and glucose (P<0.001) at admission were significantly associated with newly developed diabetes after the first-attack AP. Multivariate analysis showed that age [odds ratio (OR)=1.01; 95% confidence interval (CI): 1.00-1.03; P=0.045], BMI (OR=1.06; 95% CI: 1.01-1.12; P=0.018), glucose (OR=1.07; 95% CI: 1.02-1.12; P=0.008), triglyceride (OR=1.03; 95% CI: 1.00-1.06; P=0.035), and low-density lipoprotein-cholesterol (OR=1.18; 95% CI: 1.00-1.38; P=0.044) at admission were important predictors. CONCLUSION The nomogram is a potentially clinically useful tool for predicting new-onset diabetes, which is currently clinically unprecedented. This finding is not confined to the patients with severe AP but is also for patients who have recovered from mild AP. The nomogram must to be validated externally.
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Affiliation(s)
- Ji-Hong Ma
- Intensive Care Unit, the First Affiliated Hospital of Wenzhou Medical University
- Department of Medicine, the Xi’an Jiaotong University, Xi’an, Shanxi, China
| | - You-Jun Yuan
- Department of Emergency, Wenzhou Central Hospital, Wenzhou
| | - Su-Han Lin
- Department of Emergency, Wenzhou Central Hospital, Wenzhou
| | - Jing-Ye Pan
- Intensive Care Unit, the First Affiliated Hospital of Wenzhou Medical University
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Abstract
Knowledge of pancreatitis in the 20th century was shaped predominantly by animal data and clinical trials. Several large general population-based cohort studies and comprehensive systematic literature reviews in the 21st century have had a major effect on our understanding of pancreatitis and its sequelae. This Review provides precise and up-to-date data on the burden of acute pancreatitis, chronic pancreatitis and post-pancreatitis diabetes mellitus. Exocrine pancreatic insufficiency and altered bone metabolism following pancreatitis are also discussed. Furthermore, the article introduces a framework for the holistic prevention of pancreatitis with a view to providing guidance on strategies and intervention objectives at primary, secondary and tertiary levels. Concerted efforts by not only gastroenterologists and surgeons but also primary care physicians, endocrinologists, radiologists, pain specialists, dietitians, epidemiologists and public health specialists will be required to reduce meaningfully the burden of pancreatitis and its sequelae over the ensuing decades.
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Affiliation(s)
- Maxim S. Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Dhiraj Yadav
- Division of Gastroenterology & Hepatology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.,
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Pendharkar SA, Singh RG, Petrov MS. Pro-inflammatory cytokine-induced lipolysis after an episode of acute pancreatitis. Arch Physiol Biochem 2018; 124:401-409. [PMID: 29235373 DOI: 10.1080/13813455.2017.1415359] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
CONTEXT Pro-inflammatory cytokine-stimulated lipolysis is one of the mechanisms underlying the pathogenesis of type 2 diabetes. However, whether it plays a role in the pathogenesis of post-pancreatitis diabetes mellitus (PPDM) remains unknown. OBJECTIVE To investigate the associations between markers of lipid metabolism and pro-inflammatory cytokines in individuals after acute pancreatitis (AP) in general, and in individuals with abnormal glucose metabolism (AGM) following AP in particular. METHODS Fasting blood samples were collected to measure markers of lipid metabolism (apolipoprotein-B, cholesterol, free fatty acids (FFA), glycerol, high and low-density lipoproteins, triglycerides) and cytokines (interleukin (IL)-6, monocyte chemoattractant protein (MCP)-1, and tumour necrosis factor (TNF) α). Linear regression analysis was conducted. Four statistical models were used to adjust for patient- and pancreatitis-related characteristics. RESULTS A total of 83 patients were recruited. IL-6 was significantly associated with glycerol in all models (p < .05), with glycerol levels increasing by 106% in individuals with AGM after AP (p <.05) compared to a 30.3% increase in individuals with normal glucose metabolism (NGM) (p >.05). TNFα was significantly associated with FFA (p = .015) in individuals with AGM after AP in the most adjusted model, with FFA levels increasing by 314% in these individuals compared to a 162% decrease in individuals with NGM after AP (p >.05). CONCLUSIONS Lipolysis appears to be an important pathogenetic mechanism in glucose derangements after diseases of the exocrine pancreas. IL-6 and TNFα are the driving forces behind lipolysis in individuals with AGM after AP. Modulation of lipolysis may be a promising therapeutic modality.
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Affiliation(s)
| | - Ruma G Singh
- a School of Medicine , University of Auckland , Auckland , New Zealand
| | - Maxim S Petrov
- a School of Medicine , University of Auckland , Auckland , New Zealand
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Gold-Smith FD, Chand SK, Petrov MS. Post-pancreatitis diabetes mellitus: towards understanding the role of gastrointestinal motility. MINERVA GASTROENTERO 2018; 64. [DOI: 10.23736/s1121-421x.18.02507-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
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Singh RG, Pendharkar SA, Cervantes A, Cho J, Miranda-Soberanis V, Petrov MS. Abdominal obesity and insulin resistance after an episode of acute pancreatitis. Dig Liver Dis 2018; 50:1081-1087. [PMID: 29908753 DOI: 10.1016/j.dld.2018.04.023] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Revised: 03/19/2018] [Accepted: 04/17/2018] [Indexed: 12/11/2022]
Abstract
BACKGROUND Emerging evidence indicates that individuals after an episode of acute pancreatitis (AP) are at an increased risk of developing metabolic derangements. While the link between general obesity and insulin resistance (IR) is well established, only a few studies have investigated the association between abdominal obesity and IR. The aim of this study was to investigate the associations between abdominal obesity and several indices of IR in individuals after an episode of AP. METHODS Patients were eligible for this cross-sectional study if they were previously admitted with a primary diagnosis of AP based on the recent international guidelines. Fasting venous bloods were collected to measure glucose, insulin, free fatty acids, glycerol, adiponectin (AD), omentin (OM), and vaspin (VAS). The IR indices - HOMA-IR, Adipo-IR, insulin*glycerol (IG) index, HOMA-AD, HOMA-OM, and HOMA-VAS were calculated. Modified Poisson regression was conducted, with statistical model adjusting for patient-, metabolic-, and pancreatitis-related risk factors. Areas under ROC curve were calculated and Bland-Altman plots were created. RESULTS Of the 92 individuals recruited, 41 had abdominal obesity. HOMA-IR, IG index, HOMA-OM, and HOMA-VAS were significantly associated with abdominal obesity, both in unadjusted and adjusted models. Area under ROC curves for HOMA-IR, IG index, HOMA-OM, and HOMA-VAS were 0.698, 0.695, 0.756, and 0.735, respectively. There was a good agreement between observed HOMA-IR values and values obtained from HOMA-OM (P = 0.733) and HOMA-VAS (P = 0.595). CONCLUSION Individuals with abdominal obesity after AP have a significantly higher IR, independent of diabetes and other covariates. Visceral adipose tissue specific adipokines, omentin and vaspin, hold promise for future clinical investigation of tissue-specific IR.
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Affiliation(s)
- Ruma G Singh
- School of Medicine, University of Auckland, Auckland, New Zealand
| | | | - Aya Cervantes
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Jaelim Cho
- School of Medicine, University of Auckland, Auckland, New Zealand
| | | | - Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand.
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Mesenchymal Stem Cells as New Therapeutic Approach for Diabetes and Pancreatic Disorders. Int J Mol Sci 2018; 19:ijms19092783. [PMID: 30223606 PMCID: PMC6163453 DOI: 10.3390/ijms19092783] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 09/05/2018] [Accepted: 09/14/2018] [Indexed: 02/06/2023] Open
Abstract
Diabetes is a worldwide disease which actually includes different disorders related to glucose metabolism. According to different epidemiological studies, patients affected by diabetes present a higher risk to develop both acute and chronic pancreatitis, clinical situations which, in turn, increase the risk to develop pancreatic cancer. Current therapies are able to adjust insulin levels according to blood glucose peak, but they only partly reach the goal to abrogate the consequent inflammatory milieu responsible for diabetes-related diseases. In recent years, many studies have investigated the possible use of adult mesenchymal stem cells (MSCs) as alternative therapeutic treatment for diabetes, with promising results due to the manifold properties of these cells. In this review we will critically analyze the many different uses of MSCs for both diabetes treatment and for the reduction of diabetes-related disease development, focusing on their putative molecular mechanisms.
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Chand SK, Singh RG, Pendharkar SA, Petrov MS. Iron: a Strong Element in the Pathogenesis of Chronic Hyperglycaemia After Acute Pancreatitis. Biol Trace Elem Res 2018; 183:71-79. [PMID: 28836100 DOI: 10.1007/s12011-017-1131-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Accepted: 08/11/2017] [Indexed: 12/12/2022]
Abstract
Evidence shows an association between markers of iron metabolism and glucose metabolism in type 2 diabetes mellitus. Acute pancreatitis is the largest contributor to diabetes of the exocrine pancreas. However, the pathogenesis of new-onset pre-diabetes or diabetes after pancreatitis remains unclear. This study aimed to investigate associations between markers of iron metabolism and glucose metabolism following acute pancreatitis. Fasting blood samples were collected to analyse markers of glucose metabolism (haemoglobin A1c) and iron metabolism (hepcidin, ferritin, and soluble transferrin receptor). Participants were categorised into two groups: normoglycaemia after acute pancreatitis and chronic hyperglycaemia after acute pancreatitis. Binary logistic and linear regression analyses were conducted, and potential confounders were adjusted for in multivariable analyses. A total of 83 individuals following an episode of acute pancreatitis were included, of whom 19 developed chronic hyperglycaemia. Hepcidin was significantly increased in individuals with chronic hyperglycaemia after acute pancreatitis in two adjusted models (p = 0.045 and p = 0.048). Ferritin was significantly decreased in individuals with chronic hyperglycaemia after acute pancreatitis in three adjusted models (p = 0.016, p = 0.009, and p = 0.011). Soluble transferrin receptor was not significantly associated with chronic hyperglycaemia after acute pancreatitis. These findings suggest that iron metabolism is significantly altered in individuals with chronic hyperglycaemia after acute pancreatitis and may provide better insights into the pathogenesis of new-onset diabetes after pancreatitis.
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Affiliation(s)
- Shayal K Chand
- Department of Surgery, University of Auckland, Room 12.085A, Level 12, Auckland City Hospital, Private Bag 92019, Victoria Street West, Auckland, 1142, New Zealand
| | - Ruma G Singh
- Department of Surgery, University of Auckland, Room 12.085A, Level 12, Auckland City Hospital, Private Bag 92019, Victoria Street West, Auckland, 1142, New Zealand
| | - Sayali A Pendharkar
- Department of Surgery, University of Auckland, Room 12.085A, Level 12, Auckland City Hospital, Private Bag 92019, Victoria Street West, Auckland, 1142, New Zealand
| | - Maxim S Petrov
- Department of Surgery, University of Auckland, Room 12.085A, Level 12, Auckland City Hospital, Private Bag 92019, Victoria Street West, Auckland, 1142, New Zealand.
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Cervantes A, Singh RG, Pendharkar SA, Bharmal SH, Petrov MS. Profile of Gut Hormones, Pancreatic Hormones and Pro-inflammatory Cytokines in New Zealand Maori. Gastroenterology Res 2018; 11:280-289. [PMID: 30116427 PMCID: PMC6089586 DOI: 10.14740/gr1042w] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 05/28/2018] [Indexed: 12/11/2022] Open
Abstract
Background Maori, indigenous people of New Zealand, have at least two times higher prevalence of obesity and diabetes in comparison with the general population in the country. Gut and pancreatic hormone profile differences as well as pro-inflammatory milieu may contribute to this disparity. The aim was to investigate the differences in gut hormones, pancreatic hormones and pro-inflammatory cytokines between Maori and non-Maori individuals. Methods This was a cross-sectional study. Fasting blood samples were collected to measure cholecystokinin, ghrelin, gastric inhibitory peptide, glicentin, glucagon-like peptide-1 and -2, oxyntomodulin, secretin, amylin, C-peptide, glucagon, insulin, pancreatic polypeptide, somatostatin, interleukin-6, monocyte chemoattractant protein-1 and tumour necrosis factor-α. Binary logistic regression analysis was conducted in one unadjusted and four adjusted statistical models adjusting for patient-, metabolic- and pancreatitis-related factors. Results A total of 8 Maori and 85 non-Maori individuals were included. Circulating levels of ghrelin, pancreatic polypeptide and interleukin-6 levels were significantly higher in Maori (P = 0.005, P = 0.003 and P = 0.011, respectively) in both unadjusted and all the four adjusted analyses. Other signaling molecules did not show consistently significant associations with ethnicity. Conclusion Profile of gut hormones, pancreatic hormones and pro-inflammatory cytokines appears to differ between Maori and non-Maori individuals, independent of obesity, diabetes and other covariates. This may go some way to explain the increased propensity to obesity and diabetes in the Maori population.
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Affiliation(s)
- Aya Cervantes
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Ruma G Singh
- School of Medicine, University of Auckland, Auckland, New Zealand
| | | | - Sakina H Bharmal
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand
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Singh RG, Yoon HD, Poppitt SD, Plank LD, Petrov MS. Ectopic fat accumulation in the pancreas and its biomarkers: A systematic review and meta-analysis. Diabetes Metab Res Rev 2017; 33. [PMID: 28730683 DOI: 10.1002/dmrr.2918] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Revised: 05/07/2017] [Accepted: 07/04/2017] [Indexed: 02/06/2023]
Abstract
Presence of fat in the pancreas increases the risk of metabolic co-morbidities. Detection and quantification of pancreatic fat is not a routine clinical practice, at least in part because of need to use expensive imaging techniques. We aimed to systematically review common markers of pancreatic fat in blood and to investigate differences in these markers associated with fatty pancreas. The search was conducted in 3 databases (EMBASE, Scopus, and MEDLINE). Studies in humans were eligible for inclusion if they reported on biological markers and percentage of pancreatic fat or fatty pancreas prevalence. Data were pooled for correlation and effect size meta-analysis. A total of 17 studies including 11 967 individuals were eligible for meta-analysis. Markers of lipid metabolism, including circulating triglycerides (r = 0.38 [95% confidence interval (CI) 0.31, 0.46]) and high-density lipoprotein cholesterol (r = -0.33 [95% CI -0.35, -0.31]), and markers of glucose metabolism, including glycated haemoglobin (r = 0.39 [95% CI 0.30, 0.48], insulin (r = 0.38 [95% CI 0.33, 0.43]), and homeostasis model assessment-insulin resistance (r = 0.37 [95% CI 0.30, 0.44], yielded the best correlations with percentage of pancreatic fat. Further, effect size analysis showed large and medium effects for the above markers of lipid and glucose metabolism. Circulating levels of triglycerides and glycated haemoglobin appear to be the best currently available markers of pancreatic fat. The approach of non-invasive and accurate detection of pancreatic fat by blood analysis should be further explored in the future, by investigating other potential biological markers of pancreatic fat.
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Affiliation(s)
- Ruma G Singh
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Harry D Yoon
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Sally D Poppitt
- Human Nutrition Unit, University of Auckland, Auckland, New Zealand
| | - Lindsay D Plank
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Maxim S Petrov
- Department of Surgery, University of Auckland, Auckland, New Zealand
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Chand SK, Singh RG, Pendharkar SA, Bharmal SH, Petrov MS. Interplay between innate immunity and iron metabolism after acute pancreatitis. Cytokine 2017; 103:90-98. [PMID: 28982582 DOI: 10.1016/j.cyto.2017.09.014] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 08/21/2017] [Accepted: 09/12/2017] [Indexed: 12/12/2022]
Abstract
Emerging evidence shows that chronic low-grade inflammation and changes in markers of innate immunity are implicated in a range of metabolic abnormalities following an episode of acute pancreatitis. Also, deranged iron metabolism has been linked to type 2 diabetes mellitus, gestational diabetes, and new-onset diabetes after pancreatitis - the conditions characterized by high haemoglobin glycation index (HGI). This study aimed to investigate the associations between markers of innate immunity and iron metabolism in individuals after acute pancreatitis. Fasting blood samples were collected to analyse lipopolysaccharide binding protein (LBP), interleukin (IL)-6, tumor necrosis factor-α, hepcidin, ferritin, soluble transferrin receptor, HbA1c, and glucose. Participants were categorized into two groups: low HGI and high HGI. Linear regression analyses were conducted, and potential confounders (age, sex, ethnicity, body mass index, diabetes mellitus status, smoking status, aetiology of pancreatitis, duration, recurrence, and severity of pancreatitis) were adjusted for in 5 statistical models. A total of 93 patients following an episode of acute pancreatitis were included, of who 40 (43%) had high HGI. In the overall cohort, LBP was significantly associated with hepcidin and ferritin, and IL-6 was significantly associated with hepcidin, consistently in all the models. Further, LBP contributed to 7.7% and 9.5% of variance in hepcidin and ferritin levels, respectively, whereas IL-6 contributed to 5.3% of hepcidin variance. Upon subgroup analysis, the observed LBP associations were maintained in the high HGI subgroup only and the IL-6 association in the low HGI subgroup only. No consistently significant associations were found between any of the other markers. The interplay between LBP, IL-6, hepcidin, and ferritin characterizes metabolic derangements after acute pancreatitis and may play a role in the pathogenesis of new-onset diabetes after pancreatitis.
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Affiliation(s)
- Shayal K Chand
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Ruma G Singh
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | | | - Sakina H Bharmal
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Maxim S Petrov
- Department of Surgery, University of Auckland, Auckland, New Zealand.
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Soo DHE, Pendharkar SA, Jivanji CJ, Gillies NA, Windsor JA, Petrov MS. Derivation and validation of the prediabetes self-assessment screening score after acute pancreatitis (PERSEUS). Dig Liver Dis 2017; 49:1146-1154. [PMID: 28666861 DOI: 10.1016/j.dld.2017.05.021] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 05/21/2017] [Accepted: 05/22/2017] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIM Approximately 40% of patients develop abnormal glucose metabolism after a single episode of acute pancreatitis. This study aimed to develop and validate a prediabetes self-assessment screening score for patients after acute pancreatitis. METHODS Data from non-overlapping training (n=82) and validation (n=80) cohorts were analysed. Univariate logistic and linear regression identified variables associated with prediabetes after acute pancreatitis. Multivariate logistic regression developed the score, ranging from 0 to 215. The area under the receiver-operating characteristic curve (AUROC), Hosmer-Lemeshow χ2 statistic, and calibration plots were used to assess model discrimination and calibration. The developed score was validated using data from the validation cohort. RESULTS The score had an AUROC of 0.88 (95% CI, 0.80-0.97) and Hosmer-Lemeshow χ2 statistic of 5.75 (p=0.676). Patients with a score of ≥75 had a 94.1% probability of having prediabetes, and were 29 times more likely to have prediabetes than those with a score of <75. The AUROC in the validation cohort was 0.81 (95% CI, 0.70-0.92) and the Hosmer-Lemeshow χ2 statistic was 5.50 (p=0.599). Model calibration of the score showed good calibration in both cohorts. CONCLUSION The developed and validated score, called PERSEUS, is the first instrument to identify individuals who are at high risk of developing abnormal glucose metabolism following an episode of acute pancreatitis.
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Affiliation(s)
- Danielle H E Soo
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | | | - Chirag J Jivanji
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Nicola A Gillies
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - John A Windsor
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Maxim S Petrov
- Department of Surgery, University of Auckland, Auckland, New Zealand.
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Jivanji CJ, Asrani VM, Pendharkar SA, Bevan MG, Gillies NA, Soo DHE, Singh RG, Petrov MS. Glucose Variability Measures as Predictors of Oral Feeding Intolerance in Acute Pancreatitis: A Prospective Pilot Study. Dig Dis Sci 2017; 62:1334-1345. [PMID: 28293757 DOI: 10.1007/s10620-017-4530-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Accepted: 03/01/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND Oral feeding intolerance (OFI) is a common complication in patients with acute pancreatitis (AP). Variations in blood glucose are associated with impaired gastrointestinal function but, to date, measures of glucose variability have not been investigated to predict OFI in patients with AP. AIM To investigate the usefulness of several glucose variability measures in predicting the occurrence of OFI early in the course of AP. METHODS In this prospective cohort study, six measures of glucose variability were calculated prior to the occurrence of OFI. Multivariate binary logistic regression analyses were conducted, and the diagnostic performance and accuracy of glucose variability measures were assessed. RESULTS Of the 95 prospectively enrolled patients, 21 (22%) developed OFI. After adjusting for confounders, admission blood glucose concentration and mean blood glucose concentration were significantly associated with OFI [odds ratio 1.49 (95% confidence interval 1.01-2.20) and odds ratio 1.67 (95% confidence interval 1.07-2.61), respectively]. Both admission blood glucose and mean blood glucose had an area under the curve of 0.83 and positive likelihood ratios of 6.45 and 10.19, respectively. Blood glucose concentration before refeeding, standard deviation of blood glucose concentration, coefficient of variation, and mean amplitude of glycemic excursions were not significantly associated with OFI. CONCLUSION In-hospital blood glucose concentrations are associated with subsequent development of OFI in patients with AP. In particular, admission blood glucose and mean blood glucose could be useful predictors of OFI in this setting.
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Affiliation(s)
- Chirag J Jivanji
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Varsha M Asrani
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | | | - Melody G Bevan
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Nicola A Gillies
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Danielle H E Soo
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Ruma G Singh
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Maxim S Petrov
- Department of Surgery, University of Auckland, Auckland, New Zealand.
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Pendharkar SA, Mathew J, Petrov MS. Age- and sex-specific prevalence of diabetes associated with diseases of the exocrine pancreas: A population-based study. Dig Liver Dis 2017; 49:540-544. [PMID: 28110921 DOI: 10.1016/j.dld.2016.12.010] [Citation(s) in RCA: 87] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 12/02/2016] [Accepted: 12/06/2016] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIMS Diabetes associated with diseases of the exocrine pancreas (DP) is a recognized clinical condition but data on its prevalence are limited to a few single centre studies. Relative contribution of the three major diseases of the exocrine pancreas (acute pancreatitis, chronic pancreatitis, pancreatic cancer) to prevalence of DP as well as the effect of age and sex is largely unknown. The study aimed to determine age- and sex-specific prevalence of DP overall and after acute pancreatitis, chronic pancreatitis, and pancreatic cancer alone at the population level. METHODS Nationwide population database covering nearly 3 million residents in New Zealand over a 10-year study period was used. DP was identified based on International Classification of Diseases-10 codes. Data were reported as prevalence per 1000 population and corresponding 95% confidence intervals. RESULTS The crude prevalence of DP was 1.13 [1.12, 1.14] per 1000, with 70-79 years age group having the highest prevalence at 3.94 [3.92, 3.97] per 1000. Men had an overall prevalence of 1.32 [1.31, 1.33] per 1000 and women-0.93 [0.92, 0.94] (p<0.05). Acute pancreatitis contributed 61% to overall prevalence of DP. CONCLUSIONS Prevalence of DP in the general population is close to that of type 1 diabetes. Three out of five DP cases develop after acute pancreatitis. There is a variation in age of onset of DP, with the working and ageing population most affected. Men have a 40% higher risk of developing DP than women.
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Affiliation(s)
| | - Juby Mathew
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Maxim S Petrov
- Department of Surgery, University of Auckland, Auckland, New Zealand.
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Singh RG, Pendharkar SA, Gillies NA, Miranda-Soberanis V, Plank LD, Petrov MS. Associations between circulating levels of adipocytokines and abdominal adiposity in patients after acute pancreatitis. Clin Exp Med 2017; 17:477-487. [PMID: 28168436 DOI: 10.1007/s10238-017-0453-6] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Accepted: 01/13/2017] [Indexed: 12/22/2022]
Abstract
Adipocytokines are strongly associated with abdominal adiposity during the course of acute pancreatitis (AP). This study investigated associations between a panel of adipocytokines and abdominal adiposity in AP patients after hospital discharge, as well as the effect of several covariates. Fasting venous blood samples were collected to measure adiponectin, interleukin 6, leptin, monocyte chemoattractant protein 1, tumour necrosis factor α (TNFα), resistin, and retinol-binding protein 4. Waist circumference (WC), waist-hip ratio, and waist-height ratio (WheightR) were used as measures of abdominal adiposity. Generalised linear models were built, adjusting for age, sex, ethnicity, diabetes status, aetiology, duration since admission for AP, recurrence, and severity of AP. A total of 93 patients were studied, on average at 22 months after AP. Interleukin 6, TNFα, and leptin were significantly associated with WC in both the unadjusted and all the three adjusted models. Also, they were significantly associated with WheightR in both the unadjusted and the three adjusted models. Other studied adipocytokines did not show a consistent association or were not significantly associated with the abdominal adiposity indices. The results suggest that excess abdominal adiposity favours pro-inflammatory milieu in AP patients after hospital discharge, independent of diabetes and effect of other covariates.
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Affiliation(s)
- Ruma G Singh
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | | | - Nicola A Gillies
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | | | - Lindsay D Plank
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Maxim S Petrov
- Department of Surgery, University of Auckland, Auckland, New Zealand.
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