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Cook ME, Bruun NH, Davidsen L, Vestergaard P, Drewes AM, Olesen SS. Metabolic Sequelae and All-Cause Mortality in Chronic Pancreatitis With and Without Prior Acute Pancreatitis: A Nationwide Population-Based Cohort Study. Am J Gastroenterol 2024; 119:1921-1929. [PMID: 38587288 DOI: 10.14309/ajg.0000000000002799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 04/03/2024] [Indexed: 04/09/2024]
Abstract
INTRODUCTION The purpose of this study was to investigate the risk of metabolic sequelae and all-cause mortality in a population-based cohort of chronic pancreatitis (CP) patients with and without prior acute pancreatitis (AP). METHODS We used nationwide health registries to identify all Danish residents (18 years and older) with incident CP from 2000 to 2018. Information on AP/CP diagnoses, metabolic sequelae (post-pancreatitis diabetes mellitus [PPDM], exocrine pancreatic dysfunction, and osteoporosis), and all-cause mortality were obtained from Danish national health registries. CP cases were stratified based on the presence of AP before CP diagnosis. The risk of metabolic sequelae and all-cause mortality was expressed as hazard ratios (HRs) with 95% confidence intervals (CIs), calculated using multivariate Cox proportional hazards models. RESULTS A total of 9,655 patients with CP were included. Among patients with CP, 3,913 (40.5%) had a prior AP diagnosis. Compared with patients without a history of AP, patients with prior AP had a decreased risk of death (HR 0.79, 95% CI 0.74-0.84), which was largely confined to the initial period after CP diagnosis. Patients with prior AP had an increased risk of PPDM (HR 1.53, 95% CI 1.38-1.69), which persisted for up to a decade after CP diagnosis. No overall differences in risk were observed for exocrine pancreatic dysfunction (HR 0.97, 95% CI 0.87-1.07) and osteoporosis (HR 0.87, 95% CI 0.74-1.02). DISCUSSION This nationwide study revealed that most of the patients with CP have no prior episode(s) of AP, indicating that an attack of AP sensitizing the pancreas is not essential for CP development. CP patients with and without prior AP have different risk profiles of PPDM and all-cause mortality.
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Affiliation(s)
- Mathias Ellgaard Cook
- Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Niels Henrik Bruun
- Unit of Clinical Biostatistics, Aalborg University Hospital, Aalborg, Denmark
| | - Line Davidsen
- Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Peter Vestergaard
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
- Steno Diabetes Centre North Denmark, Aalborg University Hospital, Aalborg, Denmark
| | - Asbjørn Mohr Drewes
- Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Søren Schou Olesen
- Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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Cho J, Petrov MS. Epidemiology of post-pancreatitis diabetes mellitus: insights from the COSMOS program. Expert Rev Endocrinol Metab 2024; 19:419-428. [PMID: 39037189 DOI: 10.1080/17446651.2024.2382958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 07/17/2024] [Indexed: 07/23/2024]
Abstract
INTRODUCTION Post-pancreatitis diabetes mellitus (PPDM) has long been recognized as one of the most challenging sub-types of diabetes to manage. Part of the problem is that the earlier literature on epidemiology of PPDM was confusing because of the presence of selection bias. AREAS COVERED A concerted series of population-based nationwide studies on PPDM from New Zealand has recently been published as part of the COSMOS (Clinical and epidemiOlogical inveStigations in Metabolism, nutritiOn, and pancreatic diseaseS) program and is the main focus of the present article. EXPERT OPINION The foundational knowledge on epidemiology of PPDM generated by the COSMOS program is generalizable to the population at large. It brings the field closer to a comprehensive narrative of risk factors, burden, mortality, and morbidity outcomes of PPDM. In producing new knowledge on epidemiology of PPDM, it will be important to adhere to the guidelines on identification of PPDM in population-based datasets advanced in the present article.
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Affiliation(s)
- Jaelim Cho
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Maxim S Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand
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Pichardo-Lowden A, Goodarzi MO, Trikudanathan G, Serrano J, Dungan KM. Risk and factors determining diabetes after mild, nonnecrotizing acute pancreatitis. Curr Opin Gastroenterol 2024; 40:396-403. [PMID: 38935336 PMCID: PMC11305911 DOI: 10.1097/mog.0000000000001055] [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] [Indexed: 06/28/2024]
Abstract
PURPOSE OF REVIEW Diabetes mellitus (DM) is relatively common following acute pancreatitis (AP), even after mild acute pancreatitis (MAP), the most frequent AP presentation, in which there is no overt beta cell injury. Post-AP related diabetes is widely misdiagnosed, resulting in potentially inappropriate treatment and worse outcomes than type 2 diabetes (T2D). Thus, it is important to understand risk across the spectrum of AP severity. RECENT FINDINGS Biological mechanisms are unclear and may include local and systemic inflammation leading to beta cell dysfunction and insulin resistance, altered gut barrier and/or gut peptides and possibly islet autoimmunity, though no studies have specifically focused on MAP. While studies examining clinical risk factors on MAP exclusively are lacking, there are studies which include MAP. These studies vary in scientific rigor, approaches to rule out preexisting diabetes, variable AP severity, diagnostic testing methods, and duration of follow-up. Overall, disease related factors, including AP severity, as well as established T2D risk factors are reported to contribute to the risk for DM following AP. SUMMARY Though numerous studies have explored risk factors for DM after AP, few studies specifically focused on MAP, highlighting a key knowledge gap that is relevant to the majority of patients with AP.
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Affiliation(s)
- Ariana Pichardo-Lowden
- Division of Endocrinology, Diabetes and Metabolism, Penn State Health, Penn State College of Medicine, Hershey, PA
| | - Mark O. Goodarzi
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
| | | | - Jose Serrano
- Division of Digestive Diseases and Nutrition, National Institutes of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, Bethesda, MD
| | - Kathleen M. Dungan
- Division of Endocrinology, Diabetes & Metabolism, The Ohio State University Wexner Medical Center, Columbus, OH
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Touimer M, Charfi H, Sa Cunha A, Penfornis A, Amadou C. Closed-loop insulin delivery systems in patients with pancreatitis or pancreatectomy-induced diabetes: A case series. DIABETES & METABOLISM 2024; 50:101544. [PMID: 38788339 DOI: 10.1016/j.diabet.2024.101544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 04/24/2024] [Accepted: 05/09/2024] [Indexed: 05/26/2024]
Abstract
Pancreatic diabetes is associated with glycemic variability, poor metabolic control, and reduced quality of life. Though hybrid closed-loop (HCL) insulin delivery systems were not originally developed for these types of diabetes, they could address the therapeutic challenge. We aimed to evaluate long-term metabolic control in ten adult patients (mean ± SD age: 59 ± 12) treated with HCL insulin delivery systems for pancreatitis or pancreatectomy-induced diabetes. After a median of 346 days (range 64 - 631) with HCL insulin delivery, continuous glucose monitoring showed 59±19 % time-in-range [70-180 mg/dl] (versus 49±24 % before HCL insulin delivery, P = 0. 049) and 0.8 ± 1.0 % time-below-range [< 70 mg/dl] (versus 2.2 ± 2.6 %, P = 0.142), with the coefficient of glucose variability at 35.4 ± 7.6 (versus 37.8 ± 7.1, P = 0.047). HbA1c decreased from 8.5 ± 1.7 % to 7.7 ± 1.3 % [69±18 to 60±14 mmol/mol] (P = 0.076). No patient experienced an acute adverse metabolic event.
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Affiliation(s)
- Menaouar Touimer
- Sud-Francilien hospital, department of diabetes and endocrinology, Corbeil-Essonnes, France
| | - Hana Charfi
- Sud-Francilien hospital, department of diabetes and endocrinology, Corbeil-Essonnes, France
| | - Antonio Sa Cunha
- Department of Hepato-Biliary-Pancreatic Surgery, Liver Center Transplant, Paul Brousse Hospital, Villejuif, France; Paris-Saclay University, medical school, Kremin-Bicêtre, France
| | - Alfred Penfornis
- Sud-Francilien hospital, department of diabetes and endocrinology, Corbeil-Essonnes, France; Paris-Saclay University, medical school, Kremin-Bicêtre, France
| | - Coralie Amadou
- Sud-Francilien hospital, department of diabetes and endocrinology, Corbeil-Essonnes, France; Paris-Saclay University, medical school, Kremin-Bicêtre, France.
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Wang Z, Zhang G, Fu J, Li G, Zhao Z, Choe H, Ding K, Ma J, Wei J, Shang D, Zhang L. Mechanism exploration and biomarker identification of glycemic deterioration in patients with diseases of the exocrine pancreas. Sci Rep 2024; 14:4374. [PMID: 38388766 PMCID: PMC10883946 DOI: 10.1038/s41598-024-52956-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 01/25/2024] [Indexed: 02/24/2024] Open
Abstract
The damage to the endocrine pancreas among patients with diseases of the exocrine pancreas (DP) leads to reduced glycemic deterioration, ultimately resulting in diabetes of the exocrine pancreas (DEP). The present research aims to investigate the mechanism responsible for glycemic deterioration in DP patients, and to identify useful biomarkers, with the ultimate goal of enhancing clinical practice awareness. Gene expression profiles of patients with DP in this study were acquired from the Gene Expression Omnibus database. The original study defines DP patients to belong in one of three categories: non-diabetic (ND), impaired glucose tolerance (IGT) and DEP, which correspond to normoglycemia, early and late glycemic deterioration, respectively. After ensuring quality control, the discovery cohort included 8 ND, 20 IGT, and 12 DEP, while the validation cohort included 27 ND, 15 IGT, and 20 DEP. Gene set enrichment analysis (GSEA) employed differentially expressed genes (DEGs), while immunocyte infiltration was determined using single sample gene set enrichment analysis (ssGSEA). Additionally, correlation analysis was conducted to establish the link between clinical characteristics and immunocyte infiltration. The least absolute shrinkage and selection operator regression and random forest combined to identify biomarkers indicating glycemic deterioration in DP patients. These biomarkers were further validated through independent cohorts and animal experiments. With glycemic deterioration, biological processes in the pancreatic islets such as nutrient metabolism and complex immune responses are disrupted in DP patients. The expression of ACOT4, B2M, and ACKR2 was upregulated, whereas the expression of CACNA1F was downregulated. Immunocyte infiltration in the islet microenvironment showed a significant positive correlation with the age, body mass index (BMI), HbA1c and glycemia at the 2-h of patients. It was a crucial factor in glycemic deterioration. Additionally, B2M demonstrated a significant positive correlation with immunocyte infiltration and clinical features. Quantitative real-time PCR (qRT-PCR) and western blotting confirmed the upregulation in B2M. Immunofluorescent staining suggested the alteration of B2M was mainly in the alpha cells and beta cells. Overall, the study showed that gradually increased immunocyte infiltration was a significant contributor to glycemic deterioration in patients with DP, and it also highlighted B2M as a biomarker.
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Affiliation(s)
- Zhen Wang
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, 116044, China
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, 116000, China
| | - Guolin Zhang
- Department of Cardiology II, The Second Affiliated Hospital of Dalian Medical University, Dalian, 116027, China
| | - Jixian Fu
- Department of Interventional Radiology, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Guangxing Li
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, 116044, China
| | - Zhihao Zhao
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, 116044, China
| | - HyokChol Choe
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, 116044, China
- Department of Clinical Medicine, Sinuiju Medical University, Sinuiju, Republic of Korea
| | - Kaiyue Ding
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, 116044, China
| | - Junnan Ma
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, 116044, China
| | - Jing Wei
- Department of Immunology, College of Basic Medical Science, Dalian Medical University, Dalian, 116044, China.
| | - Dong Shang
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, 116000, China.
| | - Lin Zhang
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, 116044, China.
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Cichosz SL, Jensen MH, Hejlesen O, Henriksen SD, Drewes AM, Olesen SS. Prediction of pancreatic cancer risk in patients with new-onset diabetes using a machine learning approach based on routine biochemical parameters. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 244:107965. [PMID: 38070389 DOI: 10.1016/j.cmpb.2023.107965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/16/2023] [Accepted: 11/30/2023] [Indexed: 01/26/2024]
Abstract
OBJECTIVE To develop a machine-learning model that can predict the risk of pancreatic ductal adenocarcinoma (PDAC) in people with new-onset diabetes (NOD). METHODS From a population-based sample of individuals with NOD aged >50 years, patients with pancreatic cancer-related diabetes (PCRD), defined as NOD followed by a PDAC diagnosis within 3 years, were included (n = 716). These PCRD patients were randomly matched in a 1:1 ratio with individuals having NOD. Data from Danish national health registries were used to develop a random forest model to distinguish PCRD from Type 2 diabetes. The model was based on age, gender, and parameters derived from feature engineering on trajectories of routine biochemical variables. Model performance was evaluated using receiver operating characteristic curves (ROC) and relative risk scores. RESULTS The most discriminative model included 20 features and achieved a ROC-AUC of 0.78 (CI:0.75-0.83). Compared to the general NOD population, the relative risk for PCRD was 20-fold increase for the 1 % of patients predicted by the model to have the highest cancer risk (3-year cancer risk of 12 % and sensitivity of 20 %). Age was the most discriminative single feature, followed by the rate of change in haemoglobin A1c and the latest plasma triglyceride level. When the prediction model was restricted to patients with PDAC diagnosed six months after diabetes diagnosis, the ROC-AUC was 0.74 (CI:0.69-0.79). CONCLUSION In a population-based setting, a machine-learning model utilising information on age, sex and trajectories of routine biochemical variables demonstrated good discriminative ability between PCRD and Type 2 diabetes.
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Affiliation(s)
- Simon Lebech Cichosz
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark.
| | | | - Ole Hejlesen
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Stine Dam Henriksen
- Department of Gastrointestinal Surgery and Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark
| | - Asbjørn Mohr Drewes
- Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark; Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Søren Schou Olesen
- Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark; Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
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Zenteno JC, Chacón-Camacho OF, Ordoñez-Labastida V, Miranda-Duarte A, Del Castillo C, Nava J, Mendoza F, Montes-Almanza L, Mora-Roldán G, Gazarian K. Identification of Genetic Variants for Diabetic Retinopathy Risk Applying Exome Sequencing in Extreme Phenotypes. BIOMED RESEARCH INTERNATIONAL 2024; 2024:2052766. [PMID: 38249632 PMCID: PMC10799704 DOI: 10.1155/2024/2052766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/16/2023] [Accepted: 12/23/2023] [Indexed: 01/23/2024]
Abstract
Background Diabetic retinopathy (DR) risk has been shown to vary depending on ethnic backgrounds, and thus, it is worthy that underrepresented populations are analyzed for the potential identification of DR-associated genetic variants. We conducted a case-control study for the identification of DR-risk variants in Mexican population. Methods We ascertained 60 type 2 diabetes mellitus (T2DM) patients. Cases (n = 30) were patients with advanced proliferative DR (PDR) with less than 15 years after a T2DM diagnosis while controls (n = 30) were patients with no DR 15 years after the diagnosis of T2DM. Exome sequencing was performed in all patients, and the frequency of rare variants was compared. In addition, the frequency of variants occurring in a set of 169 DR-associated genes were compared. Results Statistically significant differences were identified for rare missense and splice variants and for rare splice variants occurring more than once in either group. A strong statistical difference was observed when the number of rare missense variants with an aggregated prediction of pathogenicity and occurring more than once in either group was compared (p = 0.0035). Moreover, 8 variants identified more than once in either group, occurring in previously identified DR-associated genes were recognized. The p.Pro234Ser KIR2DS4 variant showed a strong protective effect (OR = 0.04 [0.001-0.36]; p = 0.04). Conclusions Our study showed an enrichment of rare splice acceptor/donor variants in patients with PDR and identified a potential protective variant in KIR2DS4. Although statistical significance was not reached, our results support the replication of 8 previously identified DR-associated genes.
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Affiliation(s)
- Juan C. Zenteno
- Department of Genetics, Institute of Ophthalmology “Conde de Valenciana”, Mexico City, Mexico
- Faculty of Medicine, Department of Biochemistry, National Autonomous University of Mexico (UNAM), Mexico City, Mexico
- Rare Disease Diagnostic Unit, Faculty of Medicine, UNAM, Mexico City, Mexico
| | - Oscar F. Chacón-Camacho
- Department of Genetics, Institute of Ophthalmology “Conde de Valenciana”, Mexico City, Mexico
- Laboratorio 5 Edificio A-4, Carrera de Médico Cirujano, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Mexico
| | - Vianey Ordoñez-Labastida
- Department of Genetics, Institute of Ophthalmology “Conde de Valenciana”, Mexico City, Mexico
- Rare Disease Diagnostic Unit, Faculty of Medicine, UNAM, Mexico City, Mexico
- Faculty of Medicine, Autonomous University of the State of Morelos (UAEM), Morelos, Mexico
| | - Antonio Miranda-Duarte
- Department of Genomic Medicine, Instituto Nacional de Rehabilitación “Luis Guillermo Ibarra Ibarra”, Mexico City, Mexico
| | - Camila Del Castillo
- Retina Department, Institute of Ophthalmology “Conde de Valenciana”, Mexico City, Mexico
| | - Jessica Nava
- Department of Genetics, Institute of Ophthalmology “Conde de Valenciana”, Mexico City, Mexico
| | - Fatima Mendoza
- Department of Genetics, Institute of Ophthalmology “Conde de Valenciana”, Mexico City, Mexico
| | - Luis Montes-Almanza
- Department of Genetics, Institute of Ophthalmology “Conde de Valenciana”, Mexico City, Mexico
| | - Germán Mora-Roldán
- Department of Genetics, Institute of Ophthalmology “Conde de Valenciana”, Mexico City, Mexico
| | - Karlen Gazarian
- Biomedical Research Institute, Department of Genomic Medicine, National Autonomous University of Mexico, Mexico City, Mexico
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Zahariev OJ, Bunduc S, Kovács A, Demeter D, Havelda L, Budai BC, Veres DS, Hosszúfalusi N, Erőss BM, Teutsch B, Juhász MF, Hegyi P. Risk factors for diabetes mellitus after acute pancreatitis: a systematic review and meta-analysis. Front Med (Lausanne) 2024; 10:1257222. [PMID: 38264039 PMCID: PMC10803425 DOI: 10.3389/fmed.2023.1257222] [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: 07/12/2023] [Accepted: 12/12/2023] [Indexed: 01/25/2024] Open
Abstract
Introduction Within 5 years of having acute pancreatitis (AP), approximately 20% of patients develop diabetes mellitus (DM), which later increases to approximately 40%. Some studies suggest that the prevalence of prediabetes (PD) and/or DM can grow as high as 59% over time. However, information on risk factors is limited. We aimed to identify risk factors for developing PD or DM following AP. Methods We systematically searched three databases up to 4 September 2023 extracting direct, within-study comparisons of risk factors on the rate of new-onset PD and DM in AP patients. When PD and DM event rates could not be separated, we reported results for this composite outcome as PD/DM. Meta-analysis was performed using the random-effects model to calculate pooled odds ratios (OR) with 95% confidence intervals (CI). Results Of the 61 studies identified, 50 were included in the meta-analysis, covering 76,797 participants. The studies reported on 79 risk factors, and meta-analysis was feasible for 34 risk factor and outcome pairs. The odds of developing PD/DM was significantly higher after severe and moderately severe AP (OR: 4.32; CI: 1.76-10.60) than mild AP. Hypertriglyceridemic AP etiology (OR: 3.27; CI: 0.17-63.91) and pancreatic necrosis (OR: 5.53; CI: 1.59-19.21) were associated with a higher risk of developing PD/DM. Alcoholic AP etiology (OR: 1.82; CI: 1.09-3.04), organ failure (OR: 3.19; CI: 0.55-18.64), recurrent AP (OR: 1.89; CI: 0.95-3.77), obesity (OR: 1.85; CI: 1.43-2.38), chronic kidney disease (OR: 2.10; CI: 1.85-2.38), liver cirrhosis (OR: 2.48; CI: 0.18-34.25), and dyslipidemia (OR: 1.82; CI: 0.68-4.84) were associated with a higher risk of developing DM. Discussion Severe and moderately severe AP, alcoholic and hypertriglyceridemic etiologies, pancreatic necrosis, organ failure, recurrent acute pancreatitis and comorbidities of obesity, chronic kidney disease liver disease, and dyslipidemia are associated with a higher risk of developing PD or DM. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD42021281983.
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Affiliation(s)
- Olga Julia Zahariev
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Stefania Bunduc
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Adrienn Kovács
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Internal Medicine and Hematology, Semmelweis University, Budapest, Hungary
| | - Dóra Demeter
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Dietetic Services, Central Hospital of Northern Pest - Military Hospital, Budapest, Hungary
| | - Luca Havelda
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
| | - Bettina Csilla Budai
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
| | - Dániel Sándor Veres
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Biophysics and Radiation Biology, Semmelweis University, Budapest, Hungary
| | - Nóra Hosszúfalusi
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Department of Internal Medicine and Hematology, Semmelweis University, Budapest, Hungary
| | - Bálint Mihály Erőss
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Brigitta Teutsch
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Márk Félix Juhász
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Heim Pál National Pediatric Institute, Budapest, Hungary
| | - Péter Hegyi
- Centre for Translational Medicine, Semmelweis University, Budapest, Hungary
- Institute of Pancreatic Diseases, Semmelweis University, Budapest, Hungary
- Institute for Translational Medicine, Medical School, University of Pécs, Pécs, Hungary
- Translational Pancreatology Research Group, Interdisciplinary Center of Excellence for Research Development and Innovation University of Szeged, Szeged, Hungary
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Davidsen L, Jensen MH, Cook ME, Vestergaard P, Knop FK, Drewes AM, Olesen SS. Metformin treatment is associated with reduced risk of hypoglycaemia, major adverse cardiovascular events, and all-cause mortality in patients with post-pancreatitis diabetes mellitus: a nationwide cohort study. Eur J Endocrinol 2024; 190:44-53. [PMID: 38134412 DOI: 10.1093/ejendo/lvad175] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 11/08/2023] [Accepted: 11/27/2023] [Indexed: 12/24/2023]
Abstract
OBJECTIVE Post-pancreatitis diabetes mellitus (PPDM) is a frequent complication of pancreatitis and is associated with an increased risk of adverse outcomes. Metformin is recommended for the treatment of PPDM, but evidence of its risk-benefit profile is limited. In a pharmaco-epidemiologic study, we investigated the association between metformin treatment and adverse outcomes in patients with PPDM. DESIGN AND METHODS In a Danish nationwide population-based cohort study, we included adults (≥18 years) with incident PPDM or type 2 diabetes between 2009 and 2018. Post-pancreatitis diabetes mellitus was categorised into acute and chronic subtypes (PPDM-A and PPDM-C). Associations between metformin treatment and severe hypoglycaemia, major adverse cardiovascular events (MACE), and all-cause mortality were examined across the diabetes subgroups using Cox regression analysis. Treatments with metformin, insulin, and other glucose-lowering therapies were handled as time-varying exposures. RESULTS We included 222 337 individuals with new-onset type 2 diabetes and 3781 with PPDM, of whom 2305 (61%) were classified as PPDM-A and 1476 (39%) as PPDM-C. Treatment with metformin was associated with a lower risk of severe hypoglycaemia (adjusted hazard ratio [HR] 0.41, 95% CI 0.27-0.62, P < .0001), MACE (HR 0.74, 95% CI 0.60-0.92, P = .0071), and all-cause mortality (HR 0.56, 95% CI 0.49-0.64, P < .0001) in patients with PPDM. In sensitivity analyses and among individuals with type 2 diabetes, metformin treatment exhibited comparable trends of risk reduction. CONCLUSIONS Metformin is associated with a lower risk of adverse outcomes, including all-cause mortality in patients with PPDM, supporting the use of metformin as a glucose-lowering therapy for these patients.
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Affiliation(s)
- Line Davidsen
- Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, 9000 Aalborg, Denmark
| | - Morten H Jensen
- Department of Health Science and Technology, Aalborg University, 9000 Aalborg, Denmark
- Data Science, Novo Nordisk A/S, 2860 Søborg, Denmark
| | - Mathias E Cook
- Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, 9000 Aalborg, Denmark
| | - Peter Vestergaard
- Department of Clinical Medicine, Aalborg University, 9000 Aalborg, Denmark
- Steno Diabetes Centre North Jutland, Aalborg University Hospital, 9000 Aalborg, Denmark
| | - Filip K Knop
- Centre for Clinical Metabolic Research, Gentofte Hospital, University of Copenhagen, 2900 Hellerup, Denmark
- Department of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark
- Clinical Research, Steno Diabetes Center Copenhagen, 273 Herlev, Denmark
| | - Asbjørn M Drewes
- Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, 9000 Aalborg, Denmark
- Steno Diabetes Centre North Jutland, Aalborg University Hospital, 9000 Aalborg, Denmark
| | - Søren S Olesen
- Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, 9000 Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, 9000 Aalborg, Denmark
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10
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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: 15] [Impact Index Per Article: 7.5] [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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11
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Jensen MH, Cichosz SL, Hejlesen O, Henriksen SD, Drewes AM, Olesen SS. Risk of pancreatic cancer in people with new-onset diabetes: A Danish nationwide population-based cohort study. Pancreatology 2023; 23:642-649. [PMID: 37422338 DOI: 10.1016/j.pan.2023.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/29/2023] [Accepted: 07/01/2023] [Indexed: 07/10/2023]
Abstract
BACKGROUND New onset diabetes (NOD) in people 50 years or older may indicate underlying pancreatic ductal adenocarcinoma (PDAC). The cumulative incidence of PDAC among people with NOD remains uncertain on a population-based level. METHODS This was a nationwide population-based retrospective cohort study based on the Danish national health registries. We investigated the 3-year cumulative incidence of PDAC in people 50 years or older with NOD. We further characterised people with pancreatic cancer-related diabetes (PCRD) in relation to demographic and clinical characteristics, including trajectories of routine biochemical parameters, using people with type 2 diabetes (T2D) as a comparator group. RESULTS During a 21-year observation period, we identified 353,970 people with NOD. Among them, 2105 people were subsequently diagnosed with pancreatic cancer within 3 years (0.59%, 95% CI [0.57-0.62%]). People with PCRD were older than people with T2D at diabetes diagnosis (median age 70.9 vs. 66.0 years (P < 0.001) and had a higher burden of comorbidities (P = 0.007) and more prescriptions of medications used to treat cardiovascular diseases (all P < 0.001). Distinct trajectories of HbA1c and plasma triglycerides were observed in PCRD vs. T2D, with group differences observed for up to three years prior to NOD diagnosis for HbA1c and up to two years for plasma triglyceride levels. CONCLUSIONS The 3-year cumulative incidence of PDAC is approximately 0.6% among people 50 years or older with NOD in a nationwide population-based setting. Compared to T2D, people with PCRD are characterised by distinct demographic and clinical profiles, including distinctive trajectories of plasma HbA1c and triglyceride levels.
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Affiliation(s)
- Morten Hasselstrøm Jensen
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark; Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Simon Lebech Cichosz
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Ole Hejlesen
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Stine Dam Henriksen
- Department of Gastrointestinal Surgery and Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark; Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Asbjørn Mohr Drewes
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark; Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Søren Schou Olesen
- Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark; Centre for Pancreatic Diseases and Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark.
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12
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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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13
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Jeon C, Hart PA, Li L, Yang Y, Chang E, Bellin MD, Fisher WE, Fogel EL, Forsmark CE, Park WG, Van Den Eeden SK, Vege SS, Serrano J, Whitcomb DC, Andersen DK, Conwell DL, Yadav D, Goodarzi MO. Development of a Clinical Prediction Model for Diabetes in Chronic Pancreatitis: The PREDICT3c Study. Diabetes Care 2023; 46:46-55. [PMID: 36382801 PMCID: PMC9797648 DOI: 10.2337/dc22-1414] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 10/05/2022] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Diabetes that arises from chronic pancreatitis (CP) is associated with increased morbidity and mortality. Methods to predict which patients with CP are at greatest risk for diabetes are urgently needed. We aimed to examine independent risk factors for diabetes in a large cohort of patients with CP. RESEARCH DESIGN AND METHODS This cross-sectional study comprised 645 individuals with CP enrolled in the PROCEED study, of whom 276 had diabetes. We conducted univariable and multivariable regression analyses of potential risk factors for diabetes. Model performance was assessed by area under the receiver operating characteristic curve (AUROC) analysis, and accuracy was evaluated by cross validation. Exploratory analyses were stratified according to the timing of development of diabetes relative to the diagnosis of pancreatitis. RESULTS Independent correlates of diabetes in CP included risk factors for type 2 diabetes (older age, overweight/obese status, male sex, non-White race, tobacco use) as well as pancreatic disease-related factors (history of acute pancreatitis complications, nonalcoholic etiology of CP, exocrine pancreatic dysfunction, pancreatic calcification, pancreatic atrophy) (AUROC 0.745). Type 2 diabetes risk factors were predominant for diabetes occurring before pancreatitis, and pancreatic disease-related factors were predominant for diabetes occurring after pancreatitis. CONCLUSIONS Multiple factors are associated with diabetes in CP, including canonical risk factors for type 2 diabetes and features associated with pancreatitis severity. This study lays the groundwork for the future development of models integrating clinical and nonclinical data to identify patients with CP at risk for diabetes and identifies modifiable risk factors (obesity, smoking) on which to focus for diabetes prevention.
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Affiliation(s)
- Christie Jeon
- Samuel Oschin Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Phil A. Hart
- Division of Gastroenterology, Hepatology, and Nutrition, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Liang Li
- Department of Biostatistics, MD Anderson Cancer Center, Houston, TX
| | - Yunlong Yang
- Department of Biostatistics, MD Anderson Cancer Center, Houston, TX
| | - Eleanor Chang
- Samuel Oschin Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Melena D. Bellin
- Division of Endocrinology and Metabolism, Department of Pediatrics, University of Minnesota Medical Center, Minneapolis, MN
| | | | - Evan L. Fogel
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University Medical Center, Indianapolis, IN
| | - Christopher E. Forsmark
- Division of Gastroenterology, Hepatology, and Nutrition, University of Florida, Gainesville, FL
| | - Walter G. Park
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA
| | | | | | - Jose Serrano
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - David C. Whitcomb
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Pittsburgh and UPMC Medical Center, Pittsburgh, PA
| | - Dana K. Andersen
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Darwin L. Conwell
- Division of Gastroenterology, Hepatology, and Nutrition, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Dhiraj Yadav
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Pittsburgh and UPMC Medical Center, Pittsburgh, PA
| | - Mark O. Goodarzi
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
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14
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Hou WH, Chang YH, Hendrati LY, Isfandiari MA, Li CY, Hsu IL. Evaluation of motor vehicle crashes between scooter riders and car drivers after diagnosis of type 2 diabetes in Taiwan. Injury 2022; 53:3950-3955. [PMID: 36224056 DOI: 10.1016/j.injury.2022.09.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 09/18/2022] [Accepted: 09/25/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Despite the plausibility that diabetes may increase the risk of motor vehicle crashes (MVCs) due to various diabetes related complications and co-morbidity, findings from epidemiological studies on the relationship between diabetes and MVCs remained inclusive mainly due to heterogeneity in the study design and failure to complete consideration of potential confounders. This study re-visited this putative association with an improved study design. METHOD This study employed a controlled before-after study design and included 1,264,280 people aged 18-75 years with T2D newly diagnosed from 2009-2014 and an equal number of age-, sex-, and time-matched controls. The rate ratios (RRs) of vehicle type-specific incidence rates of MVCs in the 1 and 2 years before and after diabetes diagnosis (or the matched dates) were compared between the individuals with type 2 diabetes (T2D) and their matched controls. RESULTS The rate of MVCs increased slightly among people with T2D over 1 and 2 years following diabetes diagnosis, with RRs of 1.04 (95% confidence interval [CI]=1.02-1.07) and 1.11 (95% CI=1.09-1.13), respectively. These RRs were comparable to those obtained for controls (1.06 and 1.12, respectively). By contrast, the RRs of scooter crashes were significantly higher in the T2D group than in the control group during the 1 year (1.28 vs. 1.08, p < 0.001) and 2 years (1.32 vs. 1.08, p < 0.001) following diabetes diagnosis. CONCLUSION T2D diagnosis was associated with a moderate but significant increase in the risk of MVCs among scooter drivers, but not among car drivers.
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Affiliation(s)
- Wen-Hsuan Hou
- College of Medicine, National Cheng Kung University, Tainan, Taiwan; School of Gerontology and Long-Term Care, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Physical Medicine and Rehabilitation, Taipei Medical University Hospital, Taipei, Taiwan; Department of Geriatrics and Gerontology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ya-Hui Chang
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Lucia Yovita Hendrati
- Department of Epidemiology, Biostatistics, Population Studies and Health Promotion, Faculty of Public Health, University of Airlangga, Surabaya, Indonesia
| | - Muhammad Atoillah Isfandiari
- Department of Epidemiology, Biostatistics, Population Studies and Health Promotion, Faculty of Public Health, University of Airlangga, Surabaya, Indonesia
| | - Chung-Yi Li
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Epidemiology, Biostatistics, Population Studies and Health Promotion, Faculty of Public Health, University of Airlangga, Surabaya, Indonesia; Department of Public Health, College of Public Health, China Medical University, Taichung, Taiwan; Department of Healthcare Administration, College of Medical and Health Science, Asia University, Taichung, Taiwan
| | - I-Lin Hsu
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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