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Cosson E, Auzanneau M, Aguayo GA, Karges W, Riveline JP, Augstein P, Sablone L, Jehle P, Fagherazzi G, Holl RW. Sex inequalities in cardiovascular risk factors and their management in primary prevention in adults living with type 1 diabetes in Germany and France: findings from DPV and SFDT1. Cardiovasc Diabetol 2024; 23:342. [PMID: 39285445 PMCID: PMC11406774 DOI: 10.1186/s12933-024-02419-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 08/23/2024] [Indexed: 09/19/2024] Open
Abstract
INTRODUCTION & OBJECTIVES To evaluate whether cardiovascular risk factors and their management differ in primary prevention between adult males and females with type 1 diabetes (T1D) in two European countries in 2020-2022 and sex inequalities in achievement of standards of care in diabetes. METHODS We used 2020-2022 data of patients without a cardiovascular history in the Prospective Diabetes Follow-up registry (DPV) centres, in Germany, and the Société Francophone du Diabète- Cohorte Diabète de Type 1 cohort (SFDT1), in France. RESULTS We included 2,657 participants from the DPV registry and 1,172 from the SFDT1 study. Body mass indexes were similar in females and males with similar proportions of HbA1c < 7% (DPV: 36.6 vs 33.0%, p = 0.06, respectively; SFDT1: 23.4 vs 25.7%, p = 0.41). Females were less overweight compared to men in DPV (55.4 vs 61.0%, p < 0.01) but not in SFDT1 (48.0 vs 44.9%, p = 0.33) and were less prone to smoke (DPV: 19.7 vs 25.8%, p < 0.01; SFDT1: 21.0 vs 26.0%, p = 0.07). Systolic blood pressure was lower in females than males with a higher rate of antihypertensive therapy in case of hypertension in females in DPV (70.5 vs 63.7%, p = 0.02) but not in SFDT1 (73.3 vs 68.6%, p = 0.64). In the case of microalbuminuria, ACEi-ARB were less often prescribed in women than men in DPV (21.4 vs 37.6%, p < 0.01) but not SFDT1 (73.3 vs 67.5.0%, p = 0.43). In females compared to males, HDL-cholesterol levels were higher; triglycerides were lower in both countries. In those with LDL-cholesterol > 3.4 mmol/L (DPV: 19.9 (females) vs 23.9% (males), p = 0.01; SFDT1 17.0 vs 19.2%, p = 0.43), statin therapy was less often prescribed in females than males in DPV (7.9 vs 17.0%, p < 0.01), SFDT1 (18.2 vs 21.0%, p = 0.42). CONCLUSION In both studies, females in primary prevention have a better cardiovascular risk profile than males. We observed a high rate of therapeutic inertia, which might be higher in females for statin treatment and nephroprotection with ACEi-ARB, especially in Germany. Diabetologists should be aware of sex-specific differences in the management of cardiorenal risk factors to develop more personalized prevention strategies.
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Affiliation(s)
- Emmanuel Cosson
- Department of Endocrinology-Diabetology-Nutrition, AP-HP, Avicenne Hospital, Université Paris 13, Sorbonne Paris Cité, CRNH-IdF, CINFO, 125 Rue de Stalingrad, 93000, Bobigny cedex, France.
- Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, 93017, Bobigny, France.
| | - Marie Auzanneau
- Institute of Epidemiology and Medical Biometry, CAQM, Ulm University, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Gloria A Aguayo
- Deep Digital Phenotyping Research Unit, Department of Precision Health, Luxembourg Institute of Health, 1A-B, rue Thomas Edison, 1445, Strassen, Luxembourg
| | - Wolfram Karges
- Division of Endocrinology and Diabetes, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Jean-Pierre Riveline
- AP-HP, Centre Universitaire du diabète et de ses complications, Lariboisière Hospital, Université Paris-Cité, Île-de-France, 75010, Paris, France
- Immediab Lab, INSERM UMR-S1151, CNRS UMR-S8253, Institut Necker-Enfants Malades, Paris, France
| | - Petra Augstein
- Heart and Diabetes Center Karlsburg, Department for Diabetes and Metabolism, Karlsburg, Germany
| | - Laura Sablone
- Francophone Foundation for Diabetes Research, 60 rue Saint-Lazare, 75009, Paris, France
| | - Peter Jehle
- Department of Internal Medicine I, Martin Luther University Halle-Wittenberg, Hospital Paul Gerhadt Stift, Lutherstadt Wittenberg, Germany
| | - Guy Fagherazzi
- Deep Digital Phenotyping Research Unit, Department of Precision Health, Luxembourg Institute of Health, 1A-B, rue Thomas Edison, 1445, Strassen, Luxembourg
| | - Reinhard W Holl
- Institute of Epidemiology and Medical Biometry, CAQM, Ulm University, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
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de Jong LA, Li X, Emamipour S, van der Werf S, Postma MJ, van Dijk PR, Feenstra TL. Evaluating the Cost-Utility of Continuous Glucose Monitoring in Individuals with Type 1 Diabetes: A Systematic Review of the Methods and Quality of Studies Using Decision Models or Empirical Data. PHARMACOECONOMICS 2024; 42:929-953. [PMID: 38904911 PMCID: PMC11343921 DOI: 10.1007/s40273-024-01388-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/22/2024] [Indexed: 06/22/2024]
Abstract
INTRODUCTION This review presents a critical appraisal of differences in the methodologies and quality of model-based and empirical data-based cost-utility studies on continuous glucose monitoring (CGM) in type 1 diabetes (T1D) populations. It identifies key limitations and challenges in health economic evaluations on CGM and opportunities for their improvement. METHODS The review and its documentation adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines for systematic reviews. Searches for articles published between January 2000 and January 2023 were conducted using the MEDLINE, Embase, Web of Science, Cochrane Library, and Econlit databases. Published studies using models and empirical data to evaluate the cost utility of all CGM devices used by T1D patients were included in the search. Two authors independently extracted data on interventions, populations, model settings (e.g., perspectives and time horizons), model types and structures, clinical outcomes used to populate the model, validation, and uncertainty analyses. They subsequently met to confirm consensus. Quality was assessed using the Philips checklist for model-based studies and the Consensus Health Economic Criteria (CHEC) checklist for empirical studies. Model validation was assessed using the Assessment of the Validation Status of Health-Economic decision models (AdViSHE) checklist. The extracted data were used to generate summary tables and figures. The study protocol is registered with PROSPERO (CRD42023391284). RESULTS In total, 34 studies satisfied the selection criteria, two of which only used empirical data. The remaining 32 studies applied 10 different models, with a substantial majority adopting the CORE Diabetes Model. Model-based studies often lacked transparency, as their assumptions regarding the extrapolation of treatment effects beyond available evidence from clinical studies and the selection and processing of the input data were not explicitly stated. Initial scores for disagreements concerning checklists were relatively high, especially for the Philips checklist. Following their resolution, overall quality scores were moderate at 56%, whereas model validation scores were mixed. Strikingly, costing approaches differed widely across studies, resulting in little consistency in the elements included in intervention costs. DISCUSSION AND CONCLUSION The overall quality of studies evaluating CGM was moderate. Potential areas of improvement include developing systematic approaches for data selection, improving uncertainty analyses, clearer reporting, and explaining choices for particular modeling approaches. Few studies provided the assurance that all relevant and feasible options had been compared, which is required by decision makers, especially for rapidly evolving technologies such as CGM and insulin administration. High scores for disagreements indicated that several checklists contained questions that were difficult to interpret consistently for quality assessment. Therefore, simpler but comprehensive quality checklists may be needed for model-based health economic evaluation studies.
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Affiliation(s)
- Lisa A de Jong
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Xinyu Li
- Groningen Research Institute of Pharmacy (GRIP), Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands
| | - Sajad Emamipour
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Sjoukje van der Werf
- Central Medical Library, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Maarten J Postma
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Economics, Econometrics and Finance, Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands
- Center of Excellence for Pharmaceutical Care Innovation, Universitas Padjadjaran, Bandung, Indonesia
- Department of Pharmacology and Therapy, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - Peter R van Dijk
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Internal Medicine, Diabetes Center, Isala, Zwolle, The Netherlands
| | - Talitha L Feenstra
- Groningen Research Institute of Pharmacy (GRIP), Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
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Avdic T, Eliasson B, Rawshani A, Boren J, Gerstein HC, Nordanstig J, Rihawi M, Beckman JA, McGuire DK, Omerovic E, Sattar N, Bhatt DL, Rawshani A. Non-coronary arterial outcomes in people with type 1 diabetes mellitus: a Swedish retrospective cohort study. THE LANCET REGIONAL HEALTH. EUROPE 2024; 39:100852. [PMID: 38803631 PMCID: PMC11129280 DOI: 10.1016/j.lanepe.2024.100852] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 01/15/2024] [Accepted: 01/17/2024] [Indexed: 05/29/2024]
Abstract
Background Observational studies on long-term trends, risk factor association and importance are scarce for type 1 diabetes mellitus and peripheral arterial outcomes. We set out to investigate trends in non-coronary complications and their relationships with cardiovascular risk factors in persons with type 1 diabetes mellitus compared to matched controls. Methods 34,263 persons with type 1 diabetes mellitus from the Swedish National Diabetes Register and 164,063 matched controls were included. Incidence rates of extracranial large artery disease, aortic aneurysm, aortic dissection, lower extremity artery disease, and diabetic foot syndrome were analyzed using standardized incidence rates and Cox regression. Findings Between 2001 and 2019, type 1 diabetes mellitus incidence rates per 100,000 person-years were as follows: extracranial large artery disease 296.5-84.3, aortic aneurysm 0-9.2, aortic dissection remained at 0, lower extremity artery disease 456.6-311.1, and diabetic foot disease 814.7-77.6. Persons with type 1 diabetes mellitus with cardiometabolic risk factors at target range did not exhibit excess risk of extracranial large artery disease [HR 0.83 (95% CI, 0.20-3.36)] or lower extremity artery disease [HR 0.94 (95% CI, 0.30-2.93)], compared to controls. Persons with type 1 diabetes with all risk factors at baseline, had substantially elevated risk for diabetic foot disease [HR 29.44 (95% CI, 3.83-226.04)], compared to persons with type 1 diabetes with no risk factors. Persons with type 1 diabetes mellitus continued to display a lower risk for aortic aneurysm, even with three cardiovascular risk factors at baseline [HR 0.31 (95% CI, 0.15-0.67)]. Relative importance analyses demonstrated that education, glycated hemoglobin (HbA1c), duration of diabetes and lipids explained 54% of extracranial large artery disease, while HbA1c, smoking and systolic blood pressure explained 50% of lower extremity artery disease and HbA1c alone contributed to 41% of diabetic foot disease. Income, duration of diabetes and body mass index explained 66% of the contribution to aortic aneurysm. Interpretation Peripheral arterial complications decreased in persons with type 1 diabetes mellitus, except for aortic aneurysm which remained low. Besides glycemic control, traditional cardiovascular risk factors were associated with incident outcomes. Risk of these outcomes increased with additional risk factors present. Persons with type 1 diabetes mellitus exhibited a lower risk of aortic aneurysm compared to controls, despite presence of cardiovascular risk factors. Funding Swedish Governmental and the county support of research and education of doctors, the Swedish Heart and Lung Foundation, Sweden and Åke-Wibergs grant.
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Affiliation(s)
- Tarik Avdic
- Sahlgrenska Academy, Gothenburg, Sweden
- Department of Medicine, Sahlgrenska University Hospital Gothenburg, Sweden
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
| | - Björn Eliasson
- Department of Medicine, Sahlgrenska University Hospital Gothenburg, Sweden
| | - Araz Rawshani
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Institute of Medicine, University of Gothenburg, Sweden
| | - Jan Boren
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Institute of Medicine, University of Gothenburg, Sweden
| | - Hertzel C Gerstein
- Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada
| | - Joakim Nordanstig
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Department of Vascular Surgery at the Sahlgrenska University Hospital, Gothenburg, Sweden
| | | | - Joshua A Beckman
- Division of Vascular Medicine, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Darren K McGuire
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Parkland Health, Dallas, TX, USA
| | - Elmir Omerovic
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Institute of Medicine, University of Gothenburg, Sweden
| | - Naveed Sattar
- Institute of Cardiovascular and Medical Sciences, British Heart Foundation Glasgow Cardiovascular Research Centre Division of Cardiology, United Kingdom
| | - Deepak L Bhatt
- Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Aidin Rawshani
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Institute of Medicine, University of Gothenburg, Sweden
- The Lundberg Laboratory for Diabetes Research, Department of Molecular and Clinical Medicine, University of Gothenburg
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Seger M, Ryan CD, Januszewski AS, Kilov G, MacIsaac RJ, Ludvigsson J, O'Neal DN, Jenkins AJ. Is it time to screen health literacy in diabetes clinical practice? Diabetes Res Clin Pract 2024; 208:111117. [PMID: 38280468 DOI: 10.1016/j.diabres.2024.111117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 01/17/2024] [Accepted: 01/22/2024] [Indexed: 01/29/2024]
Affiliation(s)
- Moa Seger
- Dept. of Endocrinology and Diabetes, St. Vincent's Hospital, Fitzroy, Melbourne, VIC, Australia; University of Melbourne, Faculty of Medicine, St. Vincent's Clinical School, Fitzroy, Melbourne, VIC, Australia; Crown Princess Victoria Childreńs Hospital and Div of Pediatrics, Dept of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden; Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Chris D Ryan
- University of Melbourne, Faculty of Medicine, St. Vincent's Clinical School, Fitzroy, Melbourne, VIC, Australia; Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Andrzej S Januszewski
- University of Melbourne, Department of Medicine, St. Vincent's, Fitzroy, Melbourne, VIC, Australia; NHMRC Clinical Trials Centre, The University of Sydney, Camperdown, Sydney, NSW, Australia; Sydney Pharmacy School, The University of Sydney, Camperdown, Sydney, NSW, Australia
| | - Gary Kilov
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; Sydney Pharmacy School, The University of Sydney, Camperdown, Sydney, NSW, Australia; University of Melbourne, Department of General Practice, Parkville, Melbourne, VIC, Australia; Launceston Diabetes Clinic, Launceston, TAS, Australia
| | - Richard J MacIsaac
- Dept. of Endocrinology and Diabetes, St. Vincent's Hospital, Fitzroy, Melbourne, VIC, Australia; University of Melbourne, Department of Medicine, St. Vincent's, Fitzroy, Melbourne, VIC, Australia; Australian Centre for Accelerating Diabetes Innovations, School of Medicine, University of Melbourne, Parkville, VIC, Australia
| | - Johnny Ludvigsson
- Crown Princess Victoria Childreńs Hospital and Div of Pediatrics, Dept of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - David N O'Neal
- Dept. of Endocrinology and Diabetes, St. Vincent's Hospital, Fitzroy, Melbourne, VIC, Australia; University of Melbourne, Department of Medicine, St. Vincent's, Fitzroy, Melbourne, VIC, Australia; Australian Centre for Accelerating Diabetes Innovations, School of Medicine, University of Melbourne, Parkville, VIC, Australia
| | - Alicia J Jenkins
- Dept. of Endocrinology and Diabetes, St. Vincent's Hospital, Fitzroy, Melbourne, VIC, Australia; University of Melbourne, Faculty of Medicine, St. Vincent's Clinical School, Fitzroy, Melbourne, VIC, Australia; Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; University of Melbourne, Department of Medicine, St. Vincent's, Fitzroy, Melbourne, VIC, Australia; Australian Centre for Accelerating Diabetes Innovations, School of Medicine, University of Melbourne, Parkville, VIC, Australia; Monash University, Faculty of Medicine, Melbourne, VIC, Australia.
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Lan NSR, Hong RSY, Ryan C, Jenkins AJ, Fegan PG. Patient perceptions of cardiovascular risk, lipid management and statins in type 1 diabetes. Prim Care Diabetes 2023; 17:526-528. [PMID: 37532667 DOI: 10.1016/j.pcd.2023.07.005] [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: 03/20/2023] [Revised: 07/04/2023] [Accepted: 07/26/2023] [Indexed: 08/04/2023]
Abstract
Lipid-lowering reduces cardiovascular risk in type 1 diabetes (T1D), but dyslipidaemia remains under-recognised and under-treated. Through patient surveys, barriers to lipid management in T1D were identified, including lack of awareness of cardiovascular risk and cholesterol levels, preference for managing glycaemia over lipids, preference for lifestyle modification over pharmacotherapy, and statin side-effect concerns.
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Affiliation(s)
- Nick S R Lan
- Department of Endocrinology and Diabetes, Fiona Stanley Hospital, Australia; Department of Cardiology, Fiona Stanley Hospital, Australia; Medical School, University of Western Australia, Australia.
| | - Regina S Y Hong
- Department of Endocrinology and Diabetes, Fiona Stanley Hospital, Australia
| | | | | | - P Gerry Fegan
- Department of Endocrinology and Diabetes, Fiona Stanley Hospital, Australia; Medical School, Curtin University, Australia
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Goh YA, Lan NSR, Linn K, Wood C, Gupta A, Yeap BB, Fegan PG. Comparison of coronary artery calcium score and cardiovascular risk-stratification by European Society of Cardiology Guidelines and Steno Type 1 Risk Engine in statin-naïve adults with type 1 diabetes. J Diabetes Complications 2023; 37:108557. [PMID: 37473636 DOI: 10.1016/j.jdiacomp.2023.108557] [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: 05/25/2023] [Revised: 06/30/2023] [Accepted: 07/08/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND Coronary artery calcium (CAC) is a marker of atherosclerotic cardiovascular disease (CVD). However, for patients with type 1 diabetes (T1D), its relationship with T1D-specific cardiovascular (CV) risk-stratification tools is unknown. AIMS Assess prevalence of CAC and evaluate relationship between CAC and T1D-specific CV risk-stratification methods in T1D. METHODS Cross-sectional study of adults with T1D age 20-60 years, statin-naïve and no history of CVD. Data was obtained from electronic medical records and by interview. Presence of CAC was assessed using non-contrast cardiac computed tomography and quantified by Agatston Units (AU). CV risk-stratification was assessed using the 2019 European Society of Cardiology (ESC) Guidelines and the Steno T1 Risk Engine (ST1RE). RESULTS 85 patients were included with mean age 35.4 ± 10.3 years, HbA1c 8.3 ± 1.5 % and T1D duration 17.0 ± 10.1 years. 67 patients (78.9 %) had a CAC score of 0 AU, 17 (20.0 %) >0-100 AU, and one (1.2 %) >100 AU. Duration of T1D (p = 0.009), body mass index (p = 0.029), neuropathy (p = 0.016) and low-density lipoprotein cholesterol levels (p = 0.016) were independently associated with a positive CAC score on multivariate analysis. Positive predictive value for a positive CAC score was 85.7 % for the ST1RE high risk category and 31.3 % for the 2019 ESC Guidelines very high risk category. CONCLUSIONS One-fifth of this T1D cohort had a positive CAC score. The ST1RE was superior in identifying positive CAC compared to the 2019 ESC Guidelines. Further studies are required to elucidate the role of CAC in personalising CV risk-stratification and statin initiation in T1D.
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Affiliation(s)
- Yuhan A Goh
- Department of Endocrinology and Diabetes, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia.
| | - Nick S R Lan
- Department of Cardiology, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia; Medical School, The University of Western Australia, Crawley, Australia
| | - Kathryn Linn
- Department of Nuclear Medicine, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia
| | - Chris Wood
- Department of Radiology, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia
| | - Ashu Gupta
- Department of Radiology, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia
| | - Bu B Yeap
- Department of Endocrinology and Diabetes, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia; Medical School, The University of Western Australia, Crawley, Australia
| | - P Gerry Fegan
- Department of Endocrinology and Diabetes, Fiona Stanley Fremantle Hospitals Group, Murdoch, Australia; Medical School, Curtin University, Bentley, Australia
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Lan NSR, Bell DA, Watts GF, Fegan PG. Lipid-lowering therapies and cardiovascular risk-stratification strategies in adults with type 1 diabetes. Curr Opin Endocrinol Diabetes Obes 2023; 30:103-112. [PMID: 36472130 DOI: 10.1097/med.0000000000000790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW Atherosclerotic cardiovascular disease (ASCVD) is a leading cause of mortality in adults with type 1 diabetes (T1D). Although dyslipidaemia is a modifiable and prevalent risk factor in individuals with T1D, determining when to initiate lipid-lowering therapy for primary prevention of ASCVD can be challenging. In this article, recommendations for lipid-lowering therapy from updated clinical guidelines over the last 5 years, additional risk-stratification methods, hypertriglyceridaemia management and potential barriers to optimal care in adults with T1D are discussed. RECENT FINDINGS Low-density lipoprotein cholesterol (LDL-C) is the primary target for lipid-lowering. However, international guidelines recommend differing approaches to ASCVD risk-stratification, lipid-lowering, and LDL-C goals in individuals with diabetes, predominantly reflecting evidence from studies in type 2 diabetes. Despite guideline recommendations, several studies have demonstrated that statins are underused, and LDL-C goals are not attained by many individuals with T1D. Additional risk-stratification methods including T1D-specific ASCVD risk calculators, coronary artery calcium scoring, and lipoprotein(a) may provide additional information to define when to initiate lipid-lowering therapy. SUMMARY Clinical trial evidence for lipid-lowering therapies in T1D is lacking, and further studies are needed to inform best practice. Optimization and harmonization of ASCVD risk-stratification and lipid management in individuals with T1D is required.
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Affiliation(s)
- Nick S R Lan
- Medical School, University of Western Australia
- Department of Cardiology, Royal Perth Hospital
| | - Damon A Bell
- Medical School, University of Western Australia
- Department of Clinical Biochemistry and Cardiovascular Genetics, PathWest Laboratory Medicine WA, Royal Perth and Fiona Stanley Hospitals
- Department of Biochemistry, Clinipath Pathology, Sonic Healthcare
- Departments of Internal Medicine and Cardiology, Royal Perth Hospital
| | - Gerald F Watts
- Medical School, University of Western Australia
- Departments of Internal Medicine and Cardiology, Royal Perth Hospital
| | - P Gerry Fegan
- Medical School, Curtin University
- Department of Endocrinology and Diabetes, Fiona Stanley Hospital, Perth, Australia
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Carrigan A, Lake R, Zoungas S, Huynh T, Couper J, Davis E, Jones T, Bloom D, Braithwaite J, Zurynski Y. Mapping care provision for type 1 diabetes throughout Australia: a protocol for a mixed-method study. BMJ Open 2022; 12:e067209. [PMID: 36526322 PMCID: PMC9764665 DOI: 10.1136/bmjopen-2022-067209] [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: 12/23/2022] Open
Abstract
INTRODUCTION Type 1 diabetes (T1D) is a chronic and incurable autoimmune disease, diagnosed in early childhood and managed initially in paediatric healthcare services. In many countries, including Australia, national audit data suggest that management and care of T1D, and consequently glycaemic control, are consistently poor. This can lead to adverse outcomes such as cardiovascular disease and nephropathy. T1D treatment is complex, multidisciplinary, multiagency and life-long and should involve patient-centred, developmentally appropriate care. Although an emerging body of literature describes T1D models of care, their components, implementation determinants and associated outcomes are poorly understood. OBJECTIVES To provide a study protocol to describe methods to map existing models of care for children and young adults living with T1D. It will identify the gaps and needs in care delivery as viewed by healthcare providers and by children, young people and their families accessing care in metropolitan and rural or remote regions throughout Australia. METHODS AND ANALYSIS A mixed-method study that includes provider and consumer-specific surveys and interviews about current T1D care provisions. Data will be analysed thematically (qualitative) and statistically (quantitative) and synthesised to describe the key characteristics of effective and sustainable models of care for T1D and to identify gaps. ETHICS AND DISSEMINATION Ethics approval was granted by the Macquarie University Human Research Ethics Committee in July 2022 (#520221154439676). Results will be disseminated via publication in peer-reviewed journals and at relevant conferences.
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Affiliation(s)
- Ann Carrigan
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Rebecca Lake
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Sophia Zoungas
- Monash Centre for Health Research and Implementation-MCHRI, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- The George Institute for Global Health, University of Sydney, Sydney, New South Wales, Australia
| | - Tony Huynh
- Department of Endocrinology and Diabetes, Queensland Children's Hospital, South Brisbane, Queensland, Australia
- The University of Queensland, Saint Lucia, Queensland, Australia
| | - Jennifer Couper
- Adelaide Medical School, University of Adelaide, Adelaide, South Australia, Australia
| | - Elizabeth Davis
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Nedlands, Western Australia, Australia
- Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Timothy Jones
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Nedlands, Western Australia, Australia
- Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - David Bloom
- Department of Global Health and Population, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Jeffrey Braithwaite
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Yvonne Zurynski
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- Partnership Centre for Health System Sustainabilty, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
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Quigley M, Earnest A, Andrikopoulos S, Wischer N, Green S, Zoungas S. ANDA-Evaluating Facilitated Feedback Enhancement - a Cluster randomised Trial (ANDA-EFFECT): protocol for a cluster randomised trial of audit feedback augmented with education and support, compared to feedback alone, on acceptability, utility and health outcomes in diabetes centres in Australia. Trials 2022; 23:976. [PMID: 36471424 PMCID: PMC9720980 DOI: 10.1186/s13063-022-06910-9] [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: 09/07/2021] [Accepted: 11/10/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND People living with diabetes must manage a range of factors for optimal control of glycaemia and to minimise the risk of diabetes-related complications. Diabetes practitioners are expected to follow guidelines for the key process of care and clinical outcomes, to help people living with diabetes achieve clinical targets. In Australia, the performance of diabetes centres against guidelines is evaluated by the Australian National Diabetes Audit, an annual clinical audit and feedback activity. Previous work has identified areas for improvement in the feedback provided to participating diabetes centres and suggested additional educational and support resources to assist in using audit feedback for the development of quality improvement activities. This cluster randomised trial will test the acceptability, utility and impact on selected clinical outcomes of the developed study intervention (audit feedback and a tailored educational and peer support cointervention). METHODS Two-armed cluster randomised trial with Australian Diabetes Centres that participated in the Australian National Diabetes Audit in 2021 as the clusters, stratified by location and type of centre. We aim to recruit 35 diabetes centres in each arm. Both the intervention and control arms will receive an augmented feedback report, accompanied by a partially pre-populated slide deck. In addition, the intervention arm will receive a tailored theory-based intervention designed to address identified, modifiable barriers to utilising and implementing the recommendations from diabetes audit feedback. The co-primary outcomes are (1) HbA1c at the patient level, measured at 6 months after delivery of the intervention, and (2) the acceptability and utility of the augmented feedback and cointerventions at the practitioner level, measured at 3 months after delivery of the intervention. DISCUSSION This trial aims to test the effects of systematic development and implementation of theory and evidence-informed changes to the audit feedback delivered to diabetes centres participating in an established national clinical diabetes audit. Potential benefits of improved audit feedback include more optimal engagement with the feedback by end clinical users which, ultimately, may lead to improvements in care for people living with diabetes. TRIAL REGISTRATION Australian and New Zealand Clinical Trials Registry ACTRN12621000765820. Prospectively registered on June 21, 2021.
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Affiliation(s)
- Matthew Quigley
- grid.1002.30000 0004 1936 7857School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004 Australia
| | - Arul Earnest
- grid.1002.30000 0004 1936 7857School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004 Australia
| | - Sofianos Andrikopoulos
- grid.1002.30000 0004 1936 7857School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004 Australia ,grid.470804.f0000 0004 5898 9456Australian Diabetes Society, Sydney, NSW 2000 Australia
| | - Natalie Wischer
- grid.1002.30000 0004 1936 7857School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004 Australia ,National Association of Diabetes Centres, Sydney, NSW 2000 Australia
| | - Sally Green
- grid.1002.30000 0004 1936 7857School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004 Australia
| | - Sophia Zoungas
- grid.1002.30000 0004 1936 7857School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004 Australia ,grid.419789.a0000 0000 9295 3933Diabetes and Vascular Medicine Unit, Monash Health, Clayton, VIC 3168 Australia
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10
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Pease AJ, Zoungas S, Callander E, Jones TW, Johnson SR, Holmes-Walker DJ, Bloom DE, Davis EA, Zomer E. Nationally Subsidized Continuous Glucose Monitoring: A Cost-effectiveness Analysis. Diabetes Care 2022; 45:2611-2619. [PMID: 36162008 DOI: 10.2337/dc22-0951] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 08/22/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The Continuous Glucose Monitoring (CGM) Initiative recently introduced universal subsidized CGM funding for people with type 1 diabetes under 21 years of age in Australia. We thus aimed to evaluate the cost-effectiveness of this CGM Initiative based on national implementation data and project the economic impact of extending the subsidy to all age-groups. RESEARCH DESIGN AND METHODS We used a patient-level Markov model to simulate disease progression for young people with type 1 diabetes and compared government-subsidized access to CGM with the previous user-funded system. Three years of real-world clinical input data were sourced from analysis of the Australasian Diabetes Data Network and National Diabetes Services Scheme registries. Costs were considered from the Australian health care system's perspective. An annual discount rate of 5% was applied to future costs and outcomes. Uncertainty was evaluated with probabilistic and deterministic sensitivity analyses. RESULTS Government-subsidized CGM funding for young people with type 1 diabetes compared with a completely user-funded model resulted in an incremental cost-effectiveness ratio (ICER) of AUD 39,518 per quality-adjusted life-year (QALY) gained. Most simulations (85%) were below the commonly accepted willingness-to-pay threshold of AUD 50,000 per QALY gained in Australia. Sensitivity analyses indicated that base-case results were robust, though strongly impacted by the cost of CGM devices. Extending the CGM Initiative throughout adulthood resulted in an ICER of AUD 34,890 per QALY gained. CONCLUSIONS Providing subsidized access to CGM for people with type 1 diabetes was found to be cost-effective compared with a completely user-funded model in Australia.
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Affiliation(s)
- Anthony J Pease
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Monash Health, Melbourne, Victoria, Australia
| | - Sophia Zoungas
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Monash Health, Melbourne, Victoria, Australia.,Alfred Health, Melbourne, Victoria, Australia
| | - Emily Callander
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Timothy W Jones
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Western Australia, Australia.,Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia.,Division of Paediatrics, Medical School, The University of Western Australia, Perth, Western Australia, Australia
| | - Stephanie R Johnson
- Department of Endocrinology and Diabetes, Queensland Children's Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, University of Queensland, Herston, Queensland, Australia
| | - D Jane Holmes-Walker
- Department of Diabetes and Endocrinology, Westmead Hospital, Westmead, New South Wales, Australia.,Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - David E Bloom
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Elizabeth A Davis
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Western Australia, Australia.,Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia.,Division of Paediatrics, Medical School, The University of Western Australia, Perth, Western Australia, Australia
| | - Ella Zomer
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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11
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Predictive Value of the Advanced Lipoprotein Profile and Glycated Proteins on Diabetic Retinopathy. Nutrients 2022; 14:nu14193932. [PMID: 36235586 PMCID: PMC9572733 DOI: 10.3390/nu14193932] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/08/2022] [Accepted: 09/16/2022] [Indexed: 11/17/2022] Open
Abstract
This study aimed to assess whether the advanced characteristics of serum lipoprotein subclasses could better predict the risk of developing diabetic retinopathy (DR) and its severity compared to other established risk factors in subjects with type 1 (T1D) and type 2 (T2D) diabetes. This observational, cross-sectional substudy analyzed DR-related data from 309 T1D and 264 T2D subjects. The advanced lipoprotein and glycoprotein profile was determined by nuclear magnetic resonance (NMR) spectroscopy (Liposcale test). NMR analysis of lipoproteins revealed that T1D subjects with DR showed standard non-HDL particles, despite higher IDL lipid concentrations. Notably, IDL lipids were elevated in T1D subjects with worsened DR. VLDL and LDL were smaller, whereas HDL triglycerides were increased in DR compared with non-DR. On the other hand, the T2D subjects with DR showed altered characteristics in the LDL fraction, mainly revealed by a significant decrease in smaller LDL and a reduction in LDL-C. Moreover, the glycoprotein profile did not reveal significant changes among DR groups, regardless of the type of diabetes. However, lipoprotein characteristics and glycoproteins unveiled by NMR analysis did not improve the predictive value of conventional lipids or other traditional, well-established biomarkers of DR in our cohorts.
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12
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Pease A, Callander E, Zomer E, Abraham MB, Davis EA, Jones TW, Liew D, Zoungas S. The Cost of Control: Cost-effectiveness Analysis of Hybrid Closed-Loop Therapy in Youth. Diabetes Care 2022; 45:1971-1980. [PMID: 35775453 DOI: 10.2337/dc21-2019] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 05/18/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Hybrid closed-loop (HCL) therapy is an efficacious management strategy for young people with type 1 diabetes. However, high costs prevent equitable access. We thus sought to evaluate the cost-effectiveness of HCL therapy compared with current care among young people with type 1 diabetes in Australia. RESEARCH DESIGN AND METHODS A patient-level Markov model was constructed to simulate disease progression for young people with type 1 diabetes using HCL therapy versus current care, with follow-up from 12 until 25 years of age. Downstream health and economic consequences were compared via decision analysis. Treatment effects and proportions using different technologies to define "current care" were based primarily on data from an Australian pediatric randomized controlled trial. Transition probabilities and utilities for health states were sourced from published studies. Costs were considered from the Australian health care system's perspective. An annual discount rate of 5% was applied to future costs and outcomes. Uncertainty was evaluated with probabilistic and deterministic sensitivity analyses. RESULTS Use of HCL therapy resulted in an incremental cost-effectiveness ratio of Australian dollars (AUD) $32,789 per quality-adjusted life year (QALY) gained. The majority of simulations (93.3%) were below the commonly accepted willingness-to-pay threshold of AUD $50,000 per QALY gained in Australia. Sensitivity analyses indicated that the base-case results were robust. CONCLUSIONS In this first cost-effectiveness analysis of HCL technologies for the management of young people with type 1 diabetes, HCL therapy was found to be cost-effective compared with current care in Australia.
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Affiliation(s)
- Anthony Pease
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Monash Health, Melbourne, Victoria, Australia
| | - Emily Callander
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Ella Zomer
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Mary B Abraham
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Western Australia, Australia.,Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia.,Division of Paediatrics, within the Medical School, The University of Western Australia, Perth, Western Australia, Australia
| | - Elizabeth A Davis
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Western Australia, Australia.,Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia.,Division of Paediatrics, within the Medical School, The University of Western Australia, Perth, Western Australia, Australia
| | - Timothy W Jones
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Western Australia, Australia.,Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia.,Division of Paediatrics, within the Medical School, The University of Western Australia, Perth, Western Australia, Australia
| | - Danny Liew
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Alfred Health, Melbourne, Victoria, Australia
| | - Sophia Zoungas
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.,Monash Health, Melbourne, Victoria, Australia.,Alfred Health, Melbourne, Victoria, Australia
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13
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Reis RMDF, Azulay RSDS, Tavares MDG, Nascimento GC, Damianse SDSP, Rocha VCDC, Almeida AG, Lago DCF, Rodrigues V, Magalhães M, Sobral CS, Parente C, França J, Ribeiro J, Ferraz PCD, Junior CAA, Silva DA, Gomes MB, Faria MDS. Early Markers of Cardiovascular Disease Associated with Clinical Data and Autosomal Ancestry in Patients with Type 1 Diabetes: A Cross-Sectional Study in an Admixed Brazilian Population. Genes (Basel) 2022; 13:genes13020389. [PMID: 35205433 PMCID: PMC8872303 DOI: 10.3390/genes13020389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 02/13/2022] [Accepted: 02/14/2022] [Indexed: 11/16/2022] Open
Abstract
Patients with type 1 diabetes (T1D) have a higher risk of developing cardiovascular disease (CVD), which is a major cause of death in this population. This study investigates early markers of CVD associated with clinical data and autosomal ancestry in T1D patients from an admixed Brazilian population. A cross-sectional study was conducted with 99 T1D patients. The mean age of the study sample was 27.6 years and the mean duration of T1D was 14.4 years. The frequencies of abnormalities of the early markers of CVD were 19.6% in the ankle-brachial index (ABI), 4.1% in the coronary artery calcium score (CACS), and 5% in the carotid Doppler. A significant percentage of agreement was observed for the comparison of the frequency of abnormalities between CACS and carotid Doppler (92.2%, p = 0.041). There was no significant association between the level of autosomal ancestry proportions and early markers of CVD. The ABI was useful in the early identification of CVD in asymptomatic young patients with T1D and with a short duration of disease. Although CACS and carotid Doppler are non-invasive tests, carotid Doppler is more cost-effective, and both have limitations in screening for CVD in young patients with a short duration of T1D. We did not find a statistically significant relationship between autosomal ancestry proportions and early CVD markers in an admixed Brazilian population.
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Affiliation(s)
- Roberta Maria Duailibe Ferreira Reis
- Graduate Program in Adult Health (PPGSAD), Federal University of Maranhão-UFMA, Av. dos Portugueses, São Luís 65085-580, Brazil; (M.M.); (M.d.S.F.)
- Correspondence:
| | - Rossana Santiago de Sousa Azulay
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Maria da Glória Tavares
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Gilvan Cortês Nascimento
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Sabrina da Silva Pereira Damianse
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Viviane Chaves de Carvalho Rocha
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Ana Gregória Almeida
- Research Group in Clinical and Molecular Endocrinology and Metabology (ENDOCLIM), São Luís 65020-070, Brazil; (A.G.A.); (V.R.); (J.R.); (P.C.D.F.); (C.A.A.J.)
| | - Débora Cristina Ferreira Lago
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Vandilson Rodrigues
- Research Group in Clinical and Molecular Endocrinology and Metabology (ENDOCLIM), São Luís 65020-070, Brazil; (A.G.A.); (V.R.); (J.R.); (P.C.D.F.); (C.A.A.J.)
| | - Marcelo Magalhães
- Graduate Program in Adult Health (PPGSAD), Federal University of Maranhão-UFMA, Av. dos Portugueses, São Luís 65085-580, Brazil; (M.M.); (M.d.S.F.)
| | - Carla Souza Sobral
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Conceição Parente
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Joana França
- Service of Endocrinology, University Hospital of the Federal University of Maranhão (HUUFMA/EBSERH), Rua Barão de Itapary, 227-Centro, São Luís 65020-070, Brazil; (R.S.d.S.A.); (M.d.G.T.); (G.C.N.); (S.d.S.P.D.); (V.C.d.C.R.); (D.C.F.L.); (C.S.S.); (C.P.); (J.F.)
| | - Jacqueline Ribeiro
- Research Group in Clinical and Molecular Endocrinology and Metabology (ENDOCLIM), São Luís 65020-070, Brazil; (A.G.A.); (V.R.); (J.R.); (P.C.D.F.); (C.A.A.J.)
| | - Paulo Cézar Dias Ferraz
- Research Group in Clinical and Molecular Endocrinology and Metabology (ENDOCLIM), São Luís 65020-070, Brazil; (A.G.A.); (V.R.); (J.R.); (P.C.D.F.); (C.A.A.J.)
| | - Carlos Alberto Azulay Junior
- Research Group in Clinical and Molecular Endocrinology and Metabology (ENDOCLIM), São Luís 65020-070, Brazil; (A.G.A.); (V.R.); (J.R.); (P.C.D.F.); (C.A.A.J.)
| | - Dayse Aparecida Silva
- DNA Diagnostic Laboratory (LDD), Rio de Janeiro State University (UERJ), R. São Francisco Xavier, Rio de Janeiro 20550-013, Brazil;
| | - Marília Brito Gomes
- Diabetes Unit, State University of Rio de Janeiro (UERJ), R. São Francisco Xavier, Rio de Janeiro 20550-013, Brazil;
| | - Manuel dos Santos Faria
- Graduate Program in Adult Health (PPGSAD), Federal University of Maranhão-UFMA, Av. dos Portugueses, São Luís 65085-580, Brazil; (M.M.); (M.d.S.F.)
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14
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Quigley M, Earnest A, Szwarcbard N, Wischer N, Andrikopoulos S, Green S, Zoungas S. Exploring HbA1c variation between Australian diabetes centres: The impact of centre-level and patient-level factors. PLoS One 2022; 17:e0263511. [PMID: 35120182 PMCID: PMC8815864 DOI: 10.1371/journal.pone.0263511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Accepted: 01/20/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Increasing global diabetes incidence has profound implications for health systems and for people living with diabetes. Guidelines have established clinical targets but there may be variation in clinical outcomes including HbA1c, based on location and practice size. Investigating this variation may help identify factors amenable to systemic improvement interventions. The aims of this study were to identify centre-specific and patient-specific factors associated with variation in HbA1c levels and to determine how these associations contribute to variation in performance across diabetes centres. METHODS This cross-sectional study analysed data for 5,872 people with type 1 (n = 1,729) or type 2 (n = 4,143) diabetes mellitus collected through the Australian National Diabetes Audit (ANDA). A linear mixed-effects model examined centre-level and patient-level factors associated with variation in HbA1c levels. RESULTS Mean age was: 43±17 years (type 1), 64±13 (type 2); median disease duration: 18 years (10,29) (type 1), 12 years (6,20) (type 2); female: 52% (type 1), 45% (type 2). For people with type 1 diabetes, volume of patients was associated with increases in HbA1c (p = 0.019). For people with type 2 diabetes, type of centre was associated with reduction in HbA1c (p <0.001), but location and patient volume were not. Associated patient-level factors associated with increases in HbA1c included past hyperglycaemic emergencies (type 1 and type 2, p<0.001) and Aboriginal and Torres Strait Islander status (type 2, p<0.001). Being a non-smoker was associated with reductions in HbA1c (type 1 and type 2, p<0.001). CONCLUSIONS Centre-level and patient-level factors were associated with variation in HbA1c, but patient-level factors had greater impact. Interventions targeting patient-level factors conducted at a centre level including sick-day management, smoking cessation programs and culturally appropriate diabetes education for and Aboriginal and Torres Strait Islander peoples may be more important for improving glycaemic control than targeting factors related to the Centre itself.
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Affiliation(s)
- Matthew Quigley
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Arul Earnest
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Naomi Szwarcbard
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Natalie Wischer
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- National Association of Diabetes Centres, Sydney, New South Wales Australia
| | - Sofianos Andrikopoulos
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Australian Diabetes Society, Sydney, New South Wales, Australia
| | - Sally Green
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Sophia Zoungas
- School Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Diabetes and Vascular Medicine Unit, Monash Health, Clayton, Melbourne, Victoria, Australia
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15
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Shi M, Tang R, Huang F, Zhong T, Chen Y, Li X, Zhou Z. Cardiovascular disease in patients with type 1 diabetes: Early evaluation, risk factors and possible relation with cardiac autoimmunity. Diabetes Metab Res Rev 2021; 37:e3423. [PMID: 33252830 DOI: 10.1002/dmrr.3423] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 09/28/2020] [Accepted: 11/01/2020] [Indexed: 12/23/2022]
Abstract
Cardiovascular disease now is the leading cause of mortality among patients with type 1 diabetes (T1D). The risk of death from cardiovascular events in subjects with T1D is 2-10 times higher than the general population, depending on blood glucose control. Although complications of cardiovascular disease occur in middle and old age, pathological processes begin in childhood. Some methods used to evaluate subclinical cardiovascular disease, such as carotid intima-media thickness and pulse wave velocity, can detect early cardiovascular abnormalities in adolescence. The effect of risk factors including hypertension, dyslipidemia and diabetic nephropathy on cardiovascular disease has been well studied. According to the current clinical practice recommendations from the American Diabetes Association, cardiovascular risk factors should be systematically assessed at least annually and treated as recommended. And yet, the effects of intensive insulin therapy on cardiovascular risk, as well as the mechanisms of cardiac autoimmunity require further studying. This review concentrates on the cardiovascular risk in type 1 diabetes in order to provide a comprehensive outlook of its epidemiology, early assessment, risk factors and possible relations with cardiac autoimmunity, aiming to propose promising therapeutic strategies.
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Affiliation(s)
- Mei Shi
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, Hunan, China
| | - Rong Tang
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, Hunan, China
| | - Fansu Huang
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, Hunan, China
| | - Ting Zhong
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, Hunan, China
| | - Yan Chen
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, Hunan, China
| | - Xia Li
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, Hunan, China
| | - Zhiguang Zhou
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, Hunan, China
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16
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McCarthy M, Yan J, Jared MC, You E, Ilkowitz J, Gallagher MP, Vaughan Dickson V. Cardiovascular health in emerging adults with type 1 diabetes. Eur J Cardiovasc Nurs 2021; 21:213-219. [PMID: 34498041 DOI: 10.1093/eurjcn/zvab062] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 05/19/2021] [Accepted: 07/06/2021] [Indexed: 12/18/2022]
Abstract
AIMS Individuals with type 1 diabetes (T1D) face increased risk for cardiovascular disease (CVD). Controlling individual cardiovascular risk factors can prevent or slow the onset of CVD. Ideal cardiovascular health is associated with a lower incidence of CVD. Identifying areas of suboptimal cardiovascular health can help guide CVD prevention interventions. To assess cardiovascular health and explore the barriers and facilitators to achieving ideal cardiovascular health in a sample of young adults with T1D. METHODS AND RESULTS We used a sequential mixed-method design to assess the seven factors of cardiovascular health according to American Heart Association. Qualitative interviews, guided by Pender's Health Promotion Model, were used to discuss participant's cardiovascular health results and the barriers and facilitators to achieving ideal cardiovascular health. We assessed the frequency of ideal levels of each factor. The qualitative data were analysed using content analysis. Qualitative and quantitative data were integrated in the final analysis phase. The sample (n = 50) was majority female (70%), White (86%), with a mean age of 22 ± 2.4 and diabetes duration of 10.7 ± 5.5 years. Achievement of the seven factors of cardiovascular health were: non-smoking (96%); cholesterol <200 mg/dL (76%); body mass index <25 kg/m2 (54%); blood pressure <120/<80 mmHg (46%); meeting physical activity guidelines (38%); haemoglobin A1c <7% (40%); and healthy diet (14%). Emerging qualitative themes related to the perceived benefits of action, interpersonal influences on their diabetes self-management, and perceived self-efficacy. CONCLUSION We found areas of needed improvement for cardiovascular health. However, these young adults expressed a strong interest in healthy habits which can be supported by their healthcare providers.
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Affiliation(s)
- Margaret McCarthy
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA
| | - Joeyee Yan
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA
| | - Mary Christine Jared
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA
| | - Erica You
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA
| | - Jeniece Ilkowitz
- Pediatric Diabetes Center, New York University Langone Health, 135 East 31st Street, New York, NY 10016, USA
| | - Mary Pat Gallagher
- Pediatric Diabetes Center, New York University Langone Health, 135 East 31st Street, New York, NY 10016, USA
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Andrikopoulos S, James S, Wischer N. What Gets Measured Gets Improved-Setting Standards and Accreditation for Quality Improvement for Diabetes Services in Australia. J Diabetes Sci Technol 2021; 15:748-754. [PMID: 34008432 PMCID: PMC8258522 DOI: 10.1177/19322968211009910] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The purpose of this article is to illustrate that setting standards of care is the cornerstone for excellence in diabetes management. This is underpinned by 3 activities: a standards and accreditation process, an audit and benchmarking program and a linked quality improvement plan. While there are many examples of local auditing and quality improvement programs, there are very few that are at a national level. The National Association of Diabetes Centres (NADC) was formed by the Australian Diabetes Society and the Australian Diabetes Educators Association to set standards of diabetes care in Australia. A rigorous accreditation process was put in place to recognize primary, secondary, and tertiary level diabetes centers that meet these standards. The NADC accreditation process is underpinned by a quality improvement plan, which must be submitted for accreditation to be granted and is informed by the Australian National Diabetes Audit (ANDA). ANDA is conducted annually to gather information about treatments, complications, self-care practices and quality of life outcomes and provides a national as well as an individual report to the participating center that is used to benchmark against other like centers. The ANDA reports are important to inform national policy and advocacy for diabetes care and to also provide information for quality improvement purposes for the individual participating center. We believe that the NADC Standards and Accreditation can be an exemplar for other countries to adapt and adopt to standardize diabetes care at the highest level.
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Affiliation(s)
- Sofianos Andrikopoulos
- Australian Diabetes Society and National Association of Diabetes Centres, Sydney, New South Wales, Australia
| | - Steven James
- School of Nursing, Midwifery and Paramedicine, University of the Sunshine Coast, Petrie, Queensland, Australia
| | - Natalie Wischer
- Natalie Wischer, CEO, National Association of Diabetes Centres, 145 Macquarie Street, Sydney, NSW 2000, Australia.
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Pease A, Zomer E, Liew D, Earnest A, Soldatos G, Ademi Z, Zoungas S. Cost-Effectiveness Analysis of a Hybrid Closed-Loop System Versus Multiple Daily Injections and Capillary Glucose Testing for Adults with Type 1 Diabetes. Diabetes Technol Ther 2020; 22:812-821. [PMID: 32348159 DOI: 10.1089/dia.2020.0064] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background: Hybrid closed-loop systems may offer improved HbA1c levels, more time-in-range, and less hypoglycemia than alternative treatment strategies. However, it is unclear if glycemic improvements offset this technology's higher acquisition costs. Among adults with type 1 diabetes in Australia, we sought to evaluate the cost-effectiveness of a hybrid closed-loop system in comparison with the current standard of care, comprising insulin injections and capillary glucose testing. Methods: Cost-effectiveness analysis was performed using decision analysis in combination with a Markov model to simulate disease progression in a cohort of adults with type 1 diabetes and compare the downstream health and economic consequences of hybrid closed-loop therapy versus current standard of care. Transition probabilities and utilities were sourced from published studies. Costs were considered from the perspective of the Australian health care system. A lifetime horizon was considered, with annual discount rates of 5% applied to future costs and outcomes. Uncertainty was assessed with probabilistic and deterministic sensitivity analyses. Results: Use of a hybrid closed-loop system resulted in an incremental cost-effectiveness ratio of Australian dollars (AUD) 37,767 per quality-adjusted life year (QALY) gained. This is below the traditionally cited willingness to pay a threshold of $50,000 per QALY gained in the Australian setting. Sensitivity analyses that varied baseline glycemic control, treatment effects, technology costs, age, discount rates, and time horizon indicated the results to be robust. Conclusions: For adults with type 1 diabetes, hybrid closed-loop therapy is likely to be cost-effective compared with multiple daily injections and capillary glucose testing in Australia.
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Affiliation(s)
- Anthony Pease
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Monash Health, Melbourne, Australia
| | - Ella Zomer
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Danny Liew
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Alfred Health, Melbourne, Australia
| | - Arul Earnest
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Georgia Soldatos
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Monash Health, Melbourne, Australia
| | - Zanfina Ademi
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Sophia Zoungas
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Monash Health, Melbourne, Australia
- Alfred Health, Melbourne, Australia
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Tecce N, Masulli M, Lupoli R, Della Pepa G, Bozzetto L, Palmisano L, Rivellese AA, Riccardi G, Capaldo B. Evaluation of cardiovascular risk in adults with type 1 diabetes: poor concordance between the 2019 ESC risk classification and 10-year cardiovascular risk prediction according to the Steno Type 1 Risk Engine. Cardiovasc Diabetol 2020; 19:166. [PMID: 33010807 PMCID: PMC7533035 DOI: 10.1186/s12933-020-01137-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 09/23/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Patients with type 1 diabetes (T1D) have higher mortality risk compared to the general population; this is largely due to increased rates of cardiovascular disease (CVD). As accurate CVD risk stratification is essential for an appropriate preventive strategy, we aimed to evaluate the concordance between 2019 European Society of Cardiology (ESC) CVD risk classification and the 10-year CVD risk prediction according to the Steno Type 1 Risk Engine (ST1RE) in adults with T1D. METHODS A cohort of 575 adults with T1D (272F/303M, mean age 36 ± 12 years) were studied. Patients were stratified in different CVD risk categories according to ESC criteria and the 10-year CVD risk prediction was estimated with ST1RE within each category. RESULTS Men had higher BMI, WC, SBP than women, while no difference was found in HbA1c levels between genders. According to the ESC classification, 92.5% of patients aged < 35 years and 100% of patients ≥ 35 years were at very high/high risk. Conversely, using ST1RE to predict the 10-year CVD risk within each ESC category, among patients at very high risk according to ESC, almost all (99%) had a moderate CVD risk according to ST1RE if age < 35 years; among patients aged ≥35 years, the majority (59.1%) was at moderate risk and only 12% had a predicted very high risk by ST1RE. The presence of target organ damage or three o more CV risk factors, or early onset T1D of long duration (> 20 years) alone identified few patients (< 30%) among those aged ≥35 years, who were at very high risk according to ESC, in whom this condition was confirmed by ST1RE; conversely, the coexistence of two or more of these criteria identified about half of the patients at high/very high risk also according to this predicting algorithm. When only patients aged ≥ 50 years were considered, there was greater concordance between ESC classification and ST1RE prediction, since as many as 78% of those at high/very high risk according to ESC were confirmed as such also by ST1RE. CONCLUSIONS Using ESC criteria, a large proportion (45%) of T1D patients without CVD are classified at very high CVD risk; however, among them, none of those < 35 years and only 12% of those ≥ 35 years could be confirmed at very high CVD risk by the ST1RE predicting algorithm. More studies are needed to characterize the clinical and metabolic features of T1D patients that identify those at very high CVD risk, in whom a very aggressive cardioprotective treatment would be justified.
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Affiliation(s)
- Nicola Tecce
- Department of Clinical Medicine and Surgery, Federico II University, Via S. Pansini 5, 80131, Naples, Italy
| | - Maria Masulli
- Department of Clinical Medicine and Surgery, Federico II University, Via S. Pansini 5, 80131, Naples, Italy.
| | - Roberta Lupoli
- Department of Molecular Medicine and Medical Biotechnology, Federico II University, Naples, Italy
| | - Giuseppe Della Pepa
- Department of Clinical Medicine and Surgery, Federico II University, Via S. Pansini 5, 80131, Naples, Italy
| | - Lutgarda Bozzetto
- Department of Clinical Medicine and Surgery, Federico II University, Via S. Pansini 5, 80131, Naples, Italy
| | - Luisa Palmisano
- Department of Clinical Medicine and Surgery, Federico II University, Via S. Pansini 5, 80131, Naples, Italy
| | - Angela Albarosa Rivellese
- Department of Clinical Medicine and Surgery, Federico II University, Via S. Pansini 5, 80131, Naples, Italy
| | - Gabriele Riccardi
- Department of Clinical Medicine and Surgery, Federico II University, Via S. Pansini 5, 80131, Naples, Italy
| | - Brunella Capaldo
- Department of Clinical Medicine and Surgery, Federico II University, Via S. Pansini 5, 80131, Naples, Italy
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Vergès B. Dyslipidemia in Type 1 Diabetes: AMaskedDanger. Trends Endocrinol Metab 2020; 31:422-434. [PMID: 32217073 DOI: 10.1016/j.tem.2020.01.015] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 01/20/2020] [Accepted: 01/24/2020] [Indexed: 12/28/2022]
Abstract
Type 1 diabetes (T1D) patients show lipid disorders which are likely to play a role in their increased cardiovascular (CV) disease risk. Quantitative abnormalities of lipoproteins are noted in T1D with poor glycemic control. In T1D with optimal glycemic control, triglycerides and LDL-cholesterol are normal or slightly decreased whereas HDL-cholesterol is normal or slightly increased. T1D patients, even with good glycemic control, show several qualitative and functional abnormalities of lipoproteins that are potentially atherogenic. An association between these abnormalities and CV disease risk has been reported in recent studies. Although the mechanisms underlying T1D dyslipidemia remain unclear, the subcutaneous route of insulin administration, that is responsible for peripheral hyperinsulinemia, is likely to be an important factor.
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Affiliation(s)
- Bruno Vergès
- Service Endocrinologie, Diabétologie, et Maladies Métaboliques, Centre Hospitalier Universitaire (CHU), Institut National de la Santé et de la Recherche Médicale (INSERM) Lipides, Nutrition, Cancer (LNC)-Unité Mixte de Recherche (UMR) 1231, University of Burgundy, 21000 Dijon, France.
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Drinkwater JJ, Davis TME, Davis WA. The relationship between carotid disease and retinopathy in diabetes: a systematic review. Cardiovasc Diabetol 2020; 19:54. [PMID: 32375803 PMCID: PMC7201797 DOI: 10.1186/s12933-020-01023-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Accepted: 04/25/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Since studies of the relationship between carotid disease and diabetic retinopathy (DR) have shown apparent inconsistencies, the aim of this study was to conduct a systematic review of available published data. METHODS Electronic databases were searched independently by two reviewers, according to an iterative protocol, for relevant articles. The search term used was "diabetes AND (carotid disease OR intima-media OR carotid plaque OR carotid stenosis OR carotid arterial disease OR carotid artery disease OR carotid atherosclerosis) AND (retinopathy OR diabetic retinopathy)". RESULTS From 477 publications, 14 studies were included. There were differences in the variables used as markers of carotid disease and DR across the included studies. Ten studies used carotid disease as the dependent variable, and the remainder used DR. All but one study involved cross-sectional data. Most studies reported a statistically significant association between at least one parameter of carotid disease as assessed by ultrasound and DR presence or severity. Only four studies reported no significant association. A common limitation was the use of convenience participant sampling. CONCLUSIONS There appears to be an increased likelihood of DR when there is ultrasonographic evidence of carotid disease, and vice versa. The available studies suggest that there may be a direct relationship between DR and carotid macrovascular disease and/or that these complications co-exist due to shared risk factors. If carotid disease is detected, retinal assessment should be performed. If DR is identified, intensive cardiovascular disease risk management should be considered. Additional longitudinal studies are needed to assess the directionality of the association.
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Affiliation(s)
- Jocelyn J Drinkwater
- Medical School, The University of Western Australia, Fremantle Hospital, P. O. Box 480, Fremantle, WA, 6959, Australia
| | - Timothy M E Davis
- Medical School, The University of Western Australia, Fremantle Hospital, P. O. Box 480, Fremantle, WA, 6959, Australia.
| | - Wendy A Davis
- Medical School, The University of Western Australia, Fremantle Hospital, P. O. Box 480, Fremantle, WA, 6959, Australia
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Garofolo M, Gualdani E, Giannarelli R, Aragona M, Campi F, Lucchesi D, Daniele G, Miccoli R, Francesconi P, Del Prato S, Penno G. Microvascular complications burden (nephropathy, retinopathy and peripheral polyneuropathy) affects risk of major vascular events and all-cause mortality in type 1 diabetes: a 10-year follow-up study. Cardiovasc Diabetol 2019; 18:159. [PMID: 31733651 PMCID: PMC6858978 DOI: 10.1186/s12933-019-0961-7] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 11/01/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Microvascular complications (MC) have been claimed to increase the risk for cardiovascular disease in diabetic subjects. However, the effect of MC burden on the risk of major vascular outcomes and all-cause mortality in type 1 diabetes is still poorly explored. We evaluated the relationship between microvascular complications burden and incidence of major cardiovascular events and all-cause mortality in subjects with type 1 diabetes. METHODS We recruited 774 participants with type 1 diabetes in a single-center observational study over a follow-up of 10.8 ± 2.5 years. Hazard ratios (HR) for cardiovascular outcomes and all-cause death associated with microvascular complications were determined by unadjusted and adjusted Cox regression analysis. RESULTS Out of 774 individuals, 54.9% had no-MC, 32.3% 1 MC, 9.7% 2 MC and 3.1% 3 MC. A total of 54 deaths (7.0%) occurred. Death rate increased from no-MC 2.1% (Ref) to 1 MC 7.2% (HR 3.54 [95% CI 1.59-7.87]), 2 MC 14.7% (HR 6.41 [95% CI 2.65-15.49]) and 3 MC 66.7% (HR 41.73 [95% CI 18.42-94.57], p < 0.0001). After adjustments, HRs were: 1 MC 2.05 (95% CI 0.88-4.76), 2 MC 1.98 (95% CI 0.75-5.21), 3 MC 7.02 (95% CI 2.44-20.20, p = 0.002). Forty-nine subjects (6.7%) had at least one cardiovascular event, and cumulative incidence went from no-MC 2.2% (Ref) to 1 MC 5.0%; (HR 2.27 [95% CI 0.96-5.38]), 2 MC 26.8% (HR 12.88 [95% CI 5.82-28.50]) and 3 MC 40.9% (HR 29.34 [95% CI 11.59-74.25], p < 0.0001). Upon adjustments, HRs were: 1 MC 1.59 (95% CI 0.65-3.88), 2 MC 4.33 (95% CI 1.75-10.74), 3 MC 9.31 (95% CI 3.18-27.25, p < 0.0001). Thirty-five individuals (4.8%) had at least one coronary event, which cumulative incidence increased with MC burden (p < 0.0001). CONCLUSIONS In type 1 diabetes, microvascular complications burden increases in an independent dose-dependent manner the risk of major cardiovascular outcomes and all-cause mortality. The presence and number of microvascular complications should be considered in stratifying overall cardiovascular risk in type 1 diabetes.
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Affiliation(s)
- Monia Garofolo
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy
| | - Elisa Gualdani
- Epidemiology Unit, Regional Health Agency (ARS) of Tuscany, Florence, Italy
| | - Rosa Giannarelli
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy
| | - Michele Aragona
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy
| | - Fabrizio Campi
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy
| | - Daniela Lucchesi
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy
| | - Giuseppe Daniele
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy
| | - Roberto Miccoli
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy
| | - Paolo Francesconi
- Epidemiology Unit, Regional Health Agency (ARS) of Tuscany, Florence, Italy
| | - Stefano Del Prato
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy.
| | - Giuseppe Penno
- Section of Diabetes and Metabolic Disease, Department of Clinical and Experimental Medicine, University of Pisa and Azienda Ospedaliero-Universitaria Pisana, Via Paradisa, 2, 56124, Pisa, Italy
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Lee YB, Han K, Kim B, Lee SE, Jun JE, Ahn J, Kim G, Jin SM, Kim JH. Risk of early mortality and cardiovascular disease in type 1 diabetes: a comparison with type 2 diabetes, a nationwide study. Cardiovasc Diabetol 2019; 18:157. [PMID: 31733656 PMCID: PMC6858684 DOI: 10.1186/s12933-019-0953-7] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Accepted: 10/25/2019] [Indexed: 12/21/2022] Open
Abstract
Background Both type 1 and type 2 diabetes are well-established risk factors for cardiovascular disease and early mortality. However, few studies have directly compared the hazards of cardiovascular outcomes and premature death among people with type 1 diabetes to those among people with type 2 diabetes and subjects without diabetes. Furthermore, information about the hazard of cardiovascular disease and early mortality among Asians with type 1 diabetes is sparse, although the clinical and epidemiological characteristics of Asians with type 1 diabetes are unlike those of Europeans. We estimated the hazard of myocardial infarction (MI), hospitalization for heart failure (HF), atrial fibrillation (AF), and mortality during follow-up in Korean adults with type 1 diabetes compared with those without diabetes and those with type 2 diabetes. Methods We used Korean National Health Insurance Service datasets of preventive health check-ups from 2009 to 2016 in this retrospective longitudinal study. The hazard ratios of MI, HF, AF, and mortality during follow-up were analyzed using the Cox regression analyses according to the presence and type of diabetes in ≥ 20-year-old individuals without baseline cardiovascular disease (N = 20,423,051). The presence and type of diabetes was determined based on the presence of type 1 or type 2 diabetes at baseline. Results During more than 93,300,000 person-years of follow-up, there were 116,649 MIs, 135,532 AF cases, 125,997 hospitalizations for HF, and 344,516 deaths. The fully-adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for incident MI, hospitalized HF, AF, and all-cause death within the mean follow-up of 4.6 years were higher in the type 1 diabetes group than the type 2 diabetes [HR (95% CI) 1.679 (1.490–1.893) for MI; 2.105 (1.901–2.330) for HF; 1.608 (1.411–1.833) for AF; 1.884 (1.762–2.013) for death] and non-diabetes groups [HR (95% CI) 2.411 (2.138–2.718) for MI; 3.024 (2.730–3.350) for HF; 1.748 (1.534–1.993) for AF; 2.874 (2.689–3.073) for death]. Conclusions In Korea, the presence of diabetes was associated with a higher hazard of cardiovascular disease and all-cause death. Specifically, people with type 1 diabetes had a higher hazard of cardiovascular disease and all-cause mortality compared to people with type 2 diabetes.
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Affiliation(s)
- You-Bin Lee
- Division of Endocrinology and Metabolism, Department of Medicine, Korea University Guro Hospital, Korea University College of Medicine, 148 Gurodong-ro, Guro-gu, Seoul, 08308, Republic of Korea.,Division of Endocrinology and Metabolism, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Kyungdo Han
- Department of Biostatistics, The Catholic University of Korea, 222 Banpo-daero Seocho-gu, Seoul, 06591, Republic of Korea
| | - Bongsung Kim
- Department of Statistics and Actuarial Science, Soongsil University, 369 Sangdo-ro, Dongjak-gu, Seoul, 06978, Republic of Korea
| | - Seung-Eun Lee
- Division of Endocrinology and Metabolism, Department of Medicine, Konkuk University Medical Center, 210-1 Neungdong-ro, Gwangjin-gu, Seoul, 05030, Republic of Korea
| | - Ji Eun Jun
- Division of Endocrinology and Metabolism, Department of Medicine, Kyung Hee University School of Medicine, Kyung Hee University Hospital at Gangdong, 892, Dongnam-ro, Gangdong-gu, Seoul, 05278, Republic of Korea
| | - Jiyeon Ahn
- Division of Endocrinology and Metabolism, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Gyuri Kim
- Division of Endocrinology and Metabolism, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Sang-Man Jin
- Division of Endocrinology and Metabolism, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Jae Hyeon Kim
- Division of Endocrinology and Metabolism, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea. .,Department of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea.
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Prevalence and factors associated with statin use in high-risk patients with type 1 diabetes from a specialized diabetes unit. ENDOCRINOL DIAB NUTR 2019; 66:512-519. [DOI: 10.1016/j.endinu.2019.02.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 01/24/2019] [Accepted: 02/01/2019] [Indexed: 12/18/2022]
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Basu A, Bebu I, Jenkins AJ, Stoner JA, Zhang Y, Klein RL, Lopes-Virella MF, Garvey WT, Budoff MJ, Alaupovic P, Lyons TJ. Serum apolipoproteins and apolipoprotein-defined lipoprotein subclasses: a hypothesis-generating prospective study of cardiovascular events in T1D. J Lipid Res 2019; 60:1432-1439. [PMID: 31203233 DOI: 10.1194/jlr.p090647] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Revised: 05/29/2019] [Indexed: 12/26/2022] Open
Abstract
APOB, APOC3, and APOE and apolipoprotein-defined lipoprotein subclasses (ADLSs; based on qualitative apolipoprotein complement) have been associated with dyslipidemia and CVD. Our main objective was to define associations of serum apolipoproteins and ADLSs with "any CVD" and "major atherosclerotic cardiovascular events" (MACEs) in a prospective study of T1D. Serum apolipoproteins and ADLSs (14 biomarkers in total) were measured in sera (obtained between 1997 and 2000) from a subset (n = 465) of the Epidemiology of Diabetes Interventions and Complications cohort. Prospective associations of "any CVD" (myocardial infarction, stroke, confirmed angina, silent myocardial infarction, revascularization, or congestive heart failure) and MACEs (fatal or nonfatal myocardial infarction or stroke), over 5,943 and 6,180 patient-years follow-up, respectively, were investigated using Cox proportional hazards models that were unadjusted and adjusted for risk factors. During 15 years of follow-up, 50 "any CVD" events and 24 MACEs occurred. Nominally significant positive univariate associations with "any CVD" were APOB, APOC3 and its subfractions [heparin precipitate, heparin-soluble (HS)], and ADLS-defined Lp-B. In adjusted analyses, APOC3-HS remained nominally significant. Nominally significant positive univariate associations with MACEs were APOC3 and its subfractions and Lp-B:C; those with total APOC3 and APOC3-HS persisted in adjusted analyses. However, these associations did not reach significance after adjusting for multiple testing. There were no significant associations of APOA1, APOA2, APOE, or other ADLSs with either "any CVD" or MACEs. These hypothesis-generating data suggest that total serum APOC3 and APOC3 in HDL are potentially important predictive biomarkers for any CVD and MACEs in adults with T1D.
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Affiliation(s)
- Arpita Basu
- Department of Kinesiology and Nutrition Sciences, University of Nevada, Las Vegas, Las Vegas, NV
| | - Ionut Bebu
- The Biostatistics Center Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Alicia J Jenkins
- NHMRC Clinical Trials Centre University of Sydney, Camperdown, Sydney, Australia
| | - Julie A Stoner
- Department of Biostatistics and Epidemiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Ying Zhang
- Department of Biostatistics and Epidemiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Richard L Klein
- Division of Endocrinology Medical University of South Carolina, Charleston, SC.,The Ralph H. Johnson Veterans Affairs Medical Center Charleston, SC
| | - Maria F Lopes-Virella
- Division of Endocrinology Medical University of South Carolina, Charleston, SC.,The Ralph H. Johnson Veterans Affairs Medical Center Charleston, SC
| | - W Timothy Garvey
- Department of Nutrition Sciences, University of Alabama at Birmingham and the Birmingham Veterans Affairs Medical Center, Birmingham, AL
| | - Matthew J Budoff
- Division of Cardiology Los Angeles Biomedical Research Institute, Torrance, CA
| | | | - Timothy J Lyons
- Division of Endocrinology Medical University of South Carolina, Charleston, SC
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Melin EO, Thulesius HO, Hillman M, Svensson R, Landin-Olsson M, Thunander M. Lower HDL-cholesterol, a known marker of cardiovascular risk, was associated with depression in type 1 diabetes: a cross sectional study. Lipids Health Dis 2019; 18:65. [PMID: 30885233 PMCID: PMC6421645 DOI: 10.1186/s12944-019-1009-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 03/06/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Depression, metabolic disturbances and inflammation have been linked to cardiovascular disease and mortality. Low levels of high-density lipoprotein cholesterol (HDL-cholesterol), a known marker of cardiovascular risk, have been observed in patients with major depression in psychiatric populations. Our main aim was to explore associations between depression, antidepressants, and metabolic and inflammatory variables in patients with type 1 diabetes (T1D). A secondary aim was to explore variables associated with HDL-cholesterol. METHODS Cross-sectional design. T1D patients (n = 292, men 55%, age18-59 years, diabetes duration ≥1 year) were consecutively recruited from one specialist diabetes clinic. Depression was defined as ≥8 points for Hospital Anxiety and Depression Scale-Depression sub scale. Blood samples, anthropometrics, blood pressure, and data regarding medication and life style were collected from electronic health records. Non-parametric tests, multiple logistic and linear regression analyses were performed. RESULTS The depression prevalence was 10 and 8% used antidepressants. Median (q1, q3) HDL-cholesterol (mmol/l) was for the depressed 1.3 (1.2, 1.5) and for the non-depressed 1.6 (1.3, 1.8), p = 0.001. HDL-cholesterol levels (per mmol/l) were negatively associated with depression (Adjusted odds ratio (AOR) 0.2, p = 0.007), and the use of antidepressants was positively associated with depression (AOR 8.1, p < 0.001). No other metabolic or inflammatory variables, or life style factors, were associated with depression when adjusted for antidepressants. Abdominal obesity was associated with antidepressants in women (AOR 4.6, p = 0.029). Decreasing HDL-cholesterol levels were associated with increasing triglyceride levels (p < 0.001), increasing high-sensitive C-reactive protein (hs-CRP) levels (p = 0.021), younger age (p < 0.001), male sex (p < 0.001), and depression (p = 0.045). CONCLUSIONS Lower HDL-cholesterol levels, known predictors of cardiovascular disease, were associated with depression in patients with T1D. The use of antidepressants was associated with abdominal obesity in women. Depression, low-grade inflammation measured as hs-CRP, higher triglycerides, male sex, and lower age were independently associated with lower HDL-cholesterol levels.
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Affiliation(s)
- Eva Olga Melin
- Department of Clinical Sciences, Diabetes Research Laboratory, Lund University, Lund, Sweden
- Research and Development, Region Kronoberg, Växjö, Sweden
- Primary Care, Region Kronoberg, Växjö, Sweden
| | - Hans Olav Thulesius
- Research and Development, Region Kronoberg, Växjö, Sweden
- Primary Care, Region Kronoberg, Växjö, Sweden
- Department of Clinical Sciences, Division of Family Medicine, Lund University, Malmö, Sweden
- Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden
| | - Magnus Hillman
- Department of Clinical Sciences, Diabetes Research Laboratory, Lund University, Lund, Sweden
| | - Ralph Svensson
- Department of Psychology, Linnaeus University, Växjö, Sweden
| | - Mona Landin-Olsson
- Department of Clinical Sciences, Diabetes Research Laboratory, Lund University, Lund, Sweden
- Department of Endocrinology, Skane University Hospital, Lund, Sweden
| | - Maria Thunander
- Department of Clinical Sciences, Diabetes Research Laboratory, Lund University, Lund, Sweden
- Research and Development, Region Kronoberg, Växjö, Sweden
- Department of Internal Medicine, Central Hospital, Växjö, Sweden
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