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Ahmad A, Lim LL, Morieri ML, Tam CHT, Cheng F, Chikowore T, Dudenhöffer-Pfeifer M, Fitipaldi H, Huang C, Kanbour S, Sarkar S, Koivula RW, Motala AA, Tye SC, Yu G, Zhang Y, Provenzano M, Sherifali D, de Souza RJ, Tobias DK, Gomez MF, Ma RCW, Mathioudakis N. Precision prognostics for cardiovascular disease in Type 2 diabetes: a systematic review and meta-analysis. COMMUNICATIONS MEDICINE 2024; 4:11. [PMID: 38253823 PMCID: PMC10803333 DOI: 10.1038/s43856-023-00429-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 12/14/2023] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Precision medicine has the potential to improve cardiovascular disease (CVD) risk prediction in individuals with Type 2 diabetes (T2D). METHODS We conducted a systematic review and meta-analysis of longitudinal studies to identify potentially novel prognostic factors that may improve CVD risk prediction in T2D. Out of 9380 studies identified, 416 studies met inclusion criteria. Outcomes were reported for 321 biomarker studies, 48 genetic marker studies, and 47 risk score/model studies. RESULTS Out of all evaluated biomarkers, only 13 showed improvement in prediction performance. Results of pooled meta-analyses, non-pooled analyses, and assessments of improvement in prediction performance and risk of bias, yielded the highest predictive utility for N-terminal pro b-type natriuretic peptide (NT-proBNP) (high-evidence), troponin-T (TnT) (moderate-evidence), triglyceride-glucose (TyG) index (moderate-evidence), Genetic Risk Score for Coronary Heart Disease (GRS-CHD) (moderate-evidence); moderate predictive utility for coronary computed tomography angiography (low-evidence), single-photon emission computed tomography (low-evidence), pulse wave velocity (moderate-evidence); and low predictive utility for C-reactive protein (moderate-evidence), coronary artery calcium score (low-evidence), galectin-3 (low-evidence), troponin-I (low-evidence), carotid plaque (low-evidence), and growth differentiation factor-15 (low-evidence). Risk scores showed modest discrimination, with lower performance in populations different from the original development cohort. CONCLUSIONS Despite high interest in this topic, very few studies conducted rigorous analyses to demonstrate incremental predictive utility beyond established CVD risk factors for T2D. The most promising markers identified were NT-proBNP, TnT, TyG and GRS-CHD, with the highest strength of evidence for NT-proBNP. Further research is needed to determine their clinical utility in risk stratification and management of CVD in T2D.
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Affiliation(s)
- Abrar Ahmad
- Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Malmö, Sweden
| | - Lee-Ling Lim
- Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
- Asia Diabetes Foundation, Hong Kong SAR, China
| | - Mario Luca Morieri
- Metabolic Disease Unit, University Hospital of Padova, Padova, Italy
- Department of Medicine, University of Padova, Padova, Italy
| | - Claudia Ha-Ting Tam
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
- Laboratory for Molecular Epidemiology in Diabetes, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Feifei Cheng
- Health Management Center, The Second Affiliated Hospital of Chongqing Medical University, Chongqing Medical University, Chongqing, China
| | - Tinashe Chikowore
- MRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Hugo Fitipaldi
- Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Malmö, Sweden
| | - Chuiguo Huang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
- Laboratory for Molecular Epidemiology in Diabetes, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong SAR, China
| | | | - Sudipa Sarkar
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Robert Wilhelm Koivula
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, United Kingdom
| | - Ayesha A Motala
- Department of Diabetes and Endocrinology, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Sok Cin Tye
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, the Netherlands
- Sections on Genetics and Epidemiology, Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Gechang Yu
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
- Laboratory for Molecular Epidemiology in Diabetes, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yingchai Zhang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
- Laboratory for Molecular Epidemiology in Diabetes, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Michele Provenzano
- Nephrology, Dialysis and Renal Transplant Unit, IRCCS-Azienda Ospedaliero-Universitaria di Bologna, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Diana Sherifali
- Heather M. Arthur Population Health Research Institute, McMaster University, Ontario, Canada
| | - Russell J de Souza
- Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton Health Sciences Corporation, Hamilton, Ontario, Canada
| | | | - Maria F Gomez
- Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Malmö, Sweden.
- Faculty of Health, Aarhus University, Aarhus, Denmark.
| | - Ronald C W Ma
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China.
- Laboratory for Molecular Epidemiology in Diabetes, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China.
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong SAR, China.
| | - Nestoras Mathioudakis
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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Saraste A, Knuuti J, Bax J. Screening for Coronary Artery Disease in Patients with Diabetes. Curr Cardiol Rep 2023; 25:1865-1871. [PMID: 37982936 PMCID: PMC10810919 DOI: 10.1007/s11886-023-01999-z] [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] [Accepted: 11/08/2023] [Indexed: 11/21/2023]
Abstract
PURPOSE OF REVIEW The study aims to describe methods for detecting subclinical coronary artery disease (CAD) and their potential implications in asymptomatic patients with diabetes. RECENT FINDINGS Imaging tools can assess non-invasively the presence and severity of CAD, based on myocardial ischemia, coronary artery calcium score, and coronary computed tomography coronary angiography. Subclinical CAD is common in the general population ageing 50 to 64 years with any coronary atherosclerosis present in 42.1% and obstructive CAD in 5.2%. In patients with diabetes, an even higher prevalence has been noted. The presence of myocardial ischemia, obstructive CAD, and the extent of coronary atherosclerosis provide powerful risk stratification regarding the risk of cardiovascular events. However, randomized trials evaluating systematic screening in the general population or patients with diabetes have demonstrated only moderate impact on management and no significant impact on patient outcomes. Despite providing improved risk stratification, systematic screening of CAD is not recommended in patients with diabetes.
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Affiliation(s)
- Antti Saraste
- Heart Center, Turku University Hospital and University of Turku, Hämeentie 11, Turku, 20520, Finland.
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland.
| | - Juhani Knuuti
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
| | - Jeroen Bax
- Heart Center, Turku University Hospital and University of Turku, Hämeentie 11, Turku, 20520, Finland
- Department of Cardiology, Leiden University Medical Center, Leiden, Netherlands
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Wong ND, Sattar N. Cardiovascular risk in diabetes mellitus: epidemiology, assessment and prevention. Nat Rev Cardiol 2023; 20:685-695. [PMID: 37193856 DOI: 10.1038/s41569-023-00877-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/06/2023] [Indexed: 05/18/2023]
Abstract
Cardiovascular diseases (CVDs) are the leading causes of morbidity and mortality in individuals with type 2 diabetes mellitus (T2DM). Secular changes in CVD outcomes have occurred over the past few decades, mainly due to a decline in the incidence of ischaemic heart disease. The onset of T2DM at a young age (<40 years), leading to a greater number of life-years lost, has also become increasingly common. Researchers are now looking beyond established risk factors in patients with T2DM towards the role of ectopic fat and, potentially, haemodynamic abnormalities in mediating important outcomes (such as heart failure). T2DM confers a wide spectrum of risk and is not necessarily a CVD risk equivalent, indicating the importance of risk assessment strategies (such as global risk scoring, consideration of risk-enhancing factors and assessment of subclinical atherosclerosis) to inform treatment. Data from epidemiological studies and clinical trials demonstrate that successful control of multiple risk factors can reduce the risk of CVD events by ≥50%; however, only ≤20% of patients achieve targets for risk factor reduction (plasma lipid levels, blood pressure, glycaemic control, body weight and non-smoking status). Improvements in composite risk factor control with lifestyle management (including a greater emphasis on weight loss interventions) and evidence-based generic and novel pharmacological therapies are therefore needed when the risk of CVD is high.
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Affiliation(s)
- Nathan D Wong
- Heart Disease Prevention Program, Division of Cardiology, University of California, Irvine, CA, USA.
| | - Naveed Sattar
- Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
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Ahmad A, Lim LL, Morieri ML, Tam CHT, Cheng F, Chikowore T, Dudenhöffer-Pfeifer M, Fitipaldi H, Huang C, Kanbour S, Sarkar S, Koivula RW, Motala AA, Tye SC, Yu G, Zhang Y, Provenzano M, Sherifali D, de Souza R, Tobias DK, Gomez MF, Ma RCW, Mathioudakis NN. Precision Prognostics for Cardiovascular Disease in Type 2 Diabetes: A Systematic Review and Meta-analysis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.26.23289177. [PMID: 37162891 PMCID: PMC10168509 DOI: 10.1101/2023.04.26.23289177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Background Precision medicine has the potential to improve cardiovascular disease (CVD) risk prediction in individuals with type 2 diabetes (T2D). Methods We conducted a systematic review and meta-analysis of longitudinal studies to identify potentially novel prognostic factors that may improve CVD risk prediction in T2D. Out of 9380 studies identified, 416 studies met inclusion criteria. Outcomes were reported for 321 biomarker studies, 48 genetic marker studies, and 47 risk score/model studies. Results Out of all evaluated biomarkers, only 13 showed improvement in prediction performance. Results of pooled meta-analyses, non-pooled analyses, and assessments of improvement in prediction performance and risk of bias, yielded the highest predictive utility for N-terminal pro b-type natriuretic peptide (NT-proBNP) (high-evidence), troponin-T (TnT) (moderate-evidence), triglyceride-glucose (TyG) index (moderate-evidence), Genetic Risk Score for Coronary Heart Disease (GRS-CHD) (moderate-evidence); moderate predictive utility for coronary computed tomography angiography (low-evidence), single-photon emission computed tomography (low-evidence), pulse wave velocity (moderate-evidence); and low predictive utility for C-reactive protein (moderate-evidence), coronary artery calcium score (low-evidence), galectin-3 (low-evidence), troponin-I (low-evidence), carotid plaque (low-evidence), and growth differentiation factor-15 (low-evidence). Risk scores showed modest discrimination, with lower performance in populations different from the original development cohort. Conclusions Despite high interest in this topic, very few studies conducted rigorous analyses to demonstrate incremental predictive utility beyond established CVD risk factors for T2D. The most promising markers identified were NT-proBNP, TnT, TyG and GRS-CHD, with the highest strength of evidence for NT-proBNP. Further research is needed to determine their clinical utility in risk stratification and management of CVD in T2D.
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Barforoshi S, Manubolu VS, Wang R, McClelland RL, Budoff MJ. Incremental value of ABI and CAC beyond traditional risk markers in long-term prediction of cardiovascular disease incidence in participants with diabetes and impaired fasting glucose: Multi-Ethnic Study of Atherosclerosis. Atherosclerosis 2023:117186. [PMID: 37532595 DOI: 10.1016/j.atherosclerosis.2023.117186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 07/04/2023] [Accepted: 07/05/2023] [Indexed: 08/04/2023]
Abstract
BACKGROUND AND AIMS Subclinical atherosclerosis (SA) diagnosis is key to primary prevention of atherosclerotic cardiovascular disease (ASCVD). SA is common among diabetics. Ankle brachial index (ABI) and coronary artery calcium (CAC) are markers of SA. This study examined whether adding ABI and CAC to diabetic individuals improved ASCVD risk prediction beyond established risk factors. METHODS MESA is an observational cohort of 6814 participants without clinical cardiovascular disease. All participants with diabetes and impaired fasting glucose were included in the analysis. The association between CAC, ABI, and incident ASCVD, and all-cause mortality was examined using Cox proportional hazard regression. The risk prediction models including ABI and/or CAC in addition to standard risk factors alone were compared. RESULTS Of the 1719 participants, 55% were male and average age was 64 (±9.6) years old. Participants with diabetes or impaired fasting glucose with higher CAC and lower ABI had higher ASCVD and all-cause mortality. ABI and CAC enhanced ASCVD discrimination over standard risk factors, with C-index (95% CI) of 0.689 (0.66, 0.718) for risk factors alone, 0.696 (0.668, 0.724) for ABI, 0.719 (0.691, 0.747) for CAC, and 0.721 (0.693, 0.749) for CAC + ABI. Similarly, for all-cause mortality, both CAC and ABI improved risk discrimination in addition to standard risk factors alone. CONCLUSIONS In a large population-based study of individuals with diabetes or impaired fasting glucose, the addition of ABI and CAC to conventional risk factors improved 10-year ASCVD risk prediction. ABI and CAC are non-invasive and cost-effective tests; therefore, these markers should be included into ASCVD risk stratification for primary prevention in the diabetic and impaired fasting glucose population.
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Affiliation(s)
- Shiva Barforoshi
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA.
| | | | - Rui Wang
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | | | - Matthew J Budoff
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
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Wamil M, Goncalves M, Rutherford A, Borlotti A, Pellikka PA. Multi-modality cardiac imaging in the management of diabetic heart disease. Front Cardiovasc Med 2022; 9:1043711. [DOI: 10.3389/fcvm.2022.1043711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022] Open
Abstract
Diabetic heart disease is a major healthcare problem. Patients with diabetes show an excess of death from cardiovascular causes, twice as high as the general population and those with diabetes type 1 and longer duration of the disease present with more severe cardiovascular complications. Premature coronary artery disease and heart failure are leading causes of morbidity and reduced life expectancy. Multimodality cardiac imaging, including echocardiography, cardiac computed tomography, nuclear medicine, and cardiac magnetic resonance play crucial role in the diagnosis and management of different pathologies included in the definition of diabetic heart disease. In this review we summarise the utility of multi-modality cardiac imaging in characterising ischaemic and non-ischaemic causes of diabetic heart disease and give an overview of the current clinical practice. We also describe emerging imaging techniques enabling early detection of coronary artery inflammation and the non-invasive characterisation of the atherosclerotic plaque disease. Furthermore, we discuss the role of MRI-derived techniques in studying altered myocardial metabolism linking diabetes with the development of diabetic cardiomyopathy. Finally, we discuss recent data regarding the use of artificial intelligence applied to large imaging databases and how those efforts can be utilised in the future in screening of patients with diabetes for early signs of disease.
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Al-Kindi S, Dong T, Chen W, Tashtish N, Neeland IJ, Nasir K, Rajagopalan S. Relation of coronary calcium scoring with cardiovascular events in patients with diabetes: The CLARIFY Registry. J Diabetes Complications 2022; 36:108269. [PMID: 36170785 DOI: 10.1016/j.jdiacomp.2022.108269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 06/30/2022] [Accepted: 07/24/2022] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Coronary artery calcium (CAC) scoring is not routinely performed in patients with diabetes based on an existing class I indication for statin therapy in these patients. However, CAC scoring may improve risk classification and prediction of atherosclerotic cardiovascular disease (ASCVD) events beyond risk scores in asymptomatic individuals with prediabetes and diabetes, warranting CAC assessment in this population. The routine availability through provision of no-charge CAC as an alternative to routine probabilistic risk scores may improve utilization of preventive therapies especially in traditionally underserved populations. METHODS Prospective observational study in a large health system offering no-charge CAC scoring for primary prevention risk prediction with available glycosylated hemoglobin (HbA1c) measurements between June 2015 and March 2019 were divided according to no diabetes (HbA1c <5.7 %), prediabetes (HbA1c 5.7 %-6.4 %), or diabetes (HbA1c ≥ 6.5 % or charted history) and followed for major adverse cardiovascular events [myocardial infarction, stroke, death (MACE) or coronary revascularization]. Patient characteristics, health history, laboratory data, and statin prescription rates were measured at baseline and at one year after CAC scoring. RESULTS A total of 12,194 subjects with available HbA1c underwent CAC scoring during the study period (6462 diabetes, 2062 prediabetes, and 3670 without diabetes). At a median follow-up of 1.2 years, there were 458 MACE events (71 patients without diabetes, 66 patients with prediabetes, and 321 patients with diabetes). Among patients with diabetes or prediabetes, increased CAC was associated with MACE (HR 1.38 [1.26-1.51], p < 0.001) and MACE or revascularization (HR 1.70 [1.57-1.85], p < 0.001). In patients with diabetes, CAC category was associated with greater statin initiation (89.6 % for CAC≥400 vs 60.1 % for CAC = 0, p < 0.001) and high intensity statin initiation (42.2 % for CAC≥400 vs 16.8 % for CAC = 0, p < 0.001) at one year post CAC scoring. Patients with diabetes had greater reductions in systolic blood pressure, LDL-C, total cholesterol, and triglycerides from baseline with a CAC ≥400 compared to a lower CAC category (p = 0.007). CONCLUSIONS CAC burden is associated with ASCVD risk in patients with diabetes. CAC scoring increases statin prescriptions and reduces ASCVD risk in patients with diabetes, potentially warranting routine CAC assessment in this population.
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Affiliation(s)
- Sadeer Al-Kindi
- Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America; Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America.
| | - Tony Dong
- Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America
| | - Wenjing Chen
- Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America
| | - Nour Tashtish
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America
| | - Ian J Neeland
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America
| | - Khurram Nasir
- Houston Methodist Hospital, Houston, TX, United States of America
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America
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Sow MA, Magne J, Salle L, Nobecourt E, Preux PM, Aboyans V. Prevalence, determinants and prognostic value of high coronary artery calcium score in asymptomatic patients with diabetes: A systematic review and meta-analysis. J Diabetes Complications 2022; 36:108237. [PMID: 35773171 DOI: 10.1016/j.jdiacomp.2022.108237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 06/07/2022] [Accepted: 06/19/2022] [Indexed: 11/18/2022]
Affiliation(s)
- Mamadou Adama Sow
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France; Department of Cardiology, Dupuytren-2 University Hospital, Limoges, France.
| | - Julien Magne
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France; Department of Cardiology, Dupuytren-2 University Hospital, Limoges, France
| | - Laurence Salle
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France; Department of Endocrinology, Dupuytren-2 University Hospital, Limoges, France
| | - Estelle Nobecourt
- Inserm U1188 Diabète Athérothrombose Thérapies Réunion Océan Indien, France; Inserm U1410, Reunion University Hospital, Reunion Island, France
| | - Pierre-Marie Preux
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France
| | - Victor Aboyans
- EpiMaCT, INSERM U1094, and IRD U270, University of Limoges, Limoges, France; Department of Cardiology, Dupuytren-2 University Hospital, Limoges, France.
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Liu X, Zhou X, Song W, Zeng J, Niu X, Meng R. The Diagnostic Value of Circulating VEGF in Diabetic Retinopathy in Asia: A Systematic Review and Meta-analysis. Ophthalmic Epidemiol 2022; 30:230-238. [PMID: 35796414 DOI: 10.1080/09286586.2022.2088805] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
PURPOSE Vascular endothelial growth factor (VEGF) has obvious clinical value in diabetes, but the conclusions on the diagnostic value of diabetic retinopathy (DR) are not consistent. This study aims to comprehensively evaluate the accuracy of circulating VEGF in the diagnosis of DR in the Asian population by a method of meta-analysis. METHODS PubMed, Cochrane Library, Embase, Web of Science, China National Knowledge Infrastructure (CNKI), and China Wanfang Databases were searched for relevant studies on the diagnostic value of VEGF for DR in Asia up to November 2021. The pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR), and areas under the curve (AUC) were calculated by Stata 15.0 software. RESULTS After screening, eight eligible studies were enrolled, including 547 patients with DR. The results of the meta-analysis showed that the pooled DOR, sensitivity, specificity, PLR, and NLR were 31.67 (95%CI: 13.55 ~ 74.05), 0.86 (95%CI: 0.74 ~ 0.93), 0.84 (95%CI: 0.80 ~ 0.87), 5.33 (95%CI: 4.09 ~ 6.93), 0.17 (95%CI: 0.09 ~ 0.32), respectively. The AUC was 0.86 (95%CI: 0.82 ~ 0.89). CONCLUSION Circulating VEGF has a good diagnostic value in DR in the Asian population, with the potential to be an early diagnostic marker for DR.
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Affiliation(s)
- Xiaobing Liu
- Department of Endocrinology, HuiDong People's Hospital, Huizhou, Guangdong, China
| | - Xiaoping Zhou
- Department of Ophthalmology, Chenzhou First People's Hospital, Chenzhou, Hunan, China
| | - Weiqiong Song
- Department of Ophthalmology, Chenzhou First People's Hospital, Chenzhou, Hunan, China
| | - Jiechun Zeng
- Department of Endocrinology, HuiDong People's Hospital, Huizhou, Guangdong, China
| | - Xiuxiu Niu
- Department of Endocrinology, HuiDong People's Hospital, Huizhou, Guangdong, China
| | - Ran Meng
- Cadre Ward, The 903rd Hospital of the Joint Logistics Support Force of the Chinese People's Liberation Army, Hangzhou, Zhejiang, China
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Ndjaboue R, Ngueta G, Rochefort-Brihay C, Delorme S, Guay D, Ivers N, Shah BR, Straus SE, Yu C, Comeau S, Farhat I, Racine C, Drescher O, Witteman HO. Prediction models of diabetes complications: a scoping review. J Epidemiol Community Health 2022; 76:jech-2021-217793. [PMID: 35772935 DOI: 10.1136/jech-2021-217793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 06/08/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND Diabetes often places a large burden on people with diabetes (hereafter 'patients') and the society, that is, in part attributable to its complications. However, evidence from models predicting diabetes complications in patients remains unclear. With the collaboration of patient partners, we aimed to describe existing prediction models of physical and mental health complications of diabetes. METHODS Building on existing frameworks, we systematically searched for studies in Ovid-Medline and Embase. We included studies describing prognostic prediction models that used data from patients with pre-diabetes or any type of diabetes, published between 2000 and 2020. Independent reviewers screened articles, extracted data and narratively synthesised findings using established reporting standards. RESULTS Overall, 78 studies reported 260 risk prediction models of cardiovascular complications (n=42 studies), mortality (n=16), kidney complications (n=14), eye complications (n=10), hypoglycaemia (n=8), nerve complications (n=3), cancer (n=2), fracture (n=2) and dementia (n=1). Prevalent complications deemed important by patients such as amputation and mental health were poorly or not at all represented. Studies primarily analysed data from older people with type 2 diabetes (n=54), with little focus on pre-diabetes (n=0), type 1 diabetes (n=8), younger (n=1) and racialised people (n=10). Per complication, predictors vary substantially between models. Studies with details of calibration and discrimination mostly exhibited good model performance. CONCLUSION This rigorous knowledge synthesis provides evidence of gaps in the landscape of diabetes complication prediction models. Future studies should address unmet needs for analyses of complications n> and among patient groups currently under-represented in the literature and should consistently report relevant statistics. SCOPING REVIEW REGISTRATION: https://osf.io/fjubt/.
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Affiliation(s)
- Ruth Ndjaboue
- Faculty of Medicine, Université Laval, Quebec, Quebec, Canada
- School of social work, Université de Sherbrooke, Sherbrooke, Quebec, Canada
- CIUSSS de l'Estrie, Research Centre on Aging, Sherbrooke, Quebec, Canada
| | - Gérard Ngueta
- Université de Sherbrooke Faculté des Sciences, Sherbrooke, Quebec, Canada
| | | | | | - Daniel Guay
- Diabetes Action Canada, Toronto, Ontario, Canada
| | - Noah Ivers
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
- Department of Family Medicine and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Baiju R Shah
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Sharon E Straus
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Catherine Yu
- Knowledge Translation, St. Michael's Hospital, Li Ka Shing Knowledge Institute, Toronto, Ontario, Canada
| | - Sandrine Comeau
- Université Laval Faculté de médecine, Quebec, Quebec, Canada
| | - Imen Farhat
- Université Laval Faculté de médecine, Quebec, Quebec, Canada
| | - Charles Racine
- Université Laval Faculté de médecine, Quebec, Quebec, Canada
| | - Olivia Drescher
- Université Laval Faculté de médecine, Quebec, Quebec, Canada
| | - Holly O Witteman
- Family and Emergency Medicine, Laval University, Quebec City, Quebec, Canada
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Wong ND, Budoff MJ, Ferdinand K, Graham IM, Michos ED, Reddy T, Shapiro MD, Toth PP. ATHEROSCLEROTIC CARDIOVASCULAR DISEASE RISK ASSESSMENT: An American Society for Preventive Cardiology Clinical Practice Statement. Am J Prev Cardiol 2022; 10:100335. [PMID: 35342890 PMCID: PMC8943256 DOI: 10.1016/j.ajpc.2022.100335] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/17/2022] [Accepted: 03/05/2022] [Indexed: 01/08/2023] Open
Abstract
Risk for atherosclerotic cardiovascular disease (ASCVD) shows considerable heterogeneity both in generally healthy persons and in those with known ASCVD. The foundation of preventive cardiology begins with assessing baseline ASCVD risk using global risk scores based on standard office-based measures. Persons at low risk are generally recommended for lifestyle management only and those at highest risk are recommended for both lifestyle and pharmacologic therapy. Additional “risk enhancing” factors, including both traditional risk factors and novel biomarkers and inflammatory factors can be used to further assess ASCVD risk, especially in those at borderline or intermediate risk. There are also female-specific risk enhancers, social determinants of health, and considerations for high-risk ethnic groups. Screening for subclinical atherosclerosis, especially with the use of coronary calcium screening, can further inform the treatment decision if uncertain based on the above strategies. Persons with pre-existing ASCVD also have variable risk, affected by the number of major ASCVD events, whether recurrent events have occurred recently, and the presence of other major risk factors or high-risk conditions. Current guidelines define high to very high risk ASCVD accordingly. Accurate ASCVD risk assessment is crucial for the appropriate targeting of preventive therapies to reduce ASCVD risk. Finally, the clinician-patient risk discussion focusing on lifestyle management and the risks and benefits of evidence-based pharmacologic therapies to best lower ASCVD risk is central to this process. This clinical practice statement provides the preventive cardiology specialist with guidance and tools for assessment of ASCVD risk with the goal of appropriately targeting treatment approaches for prevention of ASCVD events.
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Affiliation(s)
- Nathan D. Wong
- Heart Disease Prevention Program, Division of Cardiology, University of California, Irvine, CA, United States
- Corresponding author.
| | - Matthew J. Budoff
- Division of Cardiology, Harbor-UCLA Medical Center, Torrance, CA, United States
| | - Keith Ferdinand
- Tulane University Heart and Vascular Institute, Tulane University School of Medicine, New Orleans, LA United States
| | - Ian M. Graham
- Department of Cardiology, Trinity College, Dublin, Ireland
| | - Erin D. Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Tina Reddy
- Tulane University Heart and Vascular Institute, Tulane University School of Medicine, New Orleans, LA United States
| | | | - Peter P. Toth
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- CGH Medical Center, Sterling, IL, United States
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12
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Joseph JJ, Deedwania P, Acharya T, Aguilar D, Bhatt DL, Chyun DA, Di Palo KE, Golden SH, Sperling LS. Comprehensive Management of Cardiovascular Risk Factors for Adults With Type 2 Diabetes: A Scientific Statement From the American Heart Association. Circulation 2022; 145:e722-e759. [PMID: 35000404 DOI: 10.1161/cir.0000000000001040] [Citation(s) in RCA: 171] [Impact Index Per Article: 85.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Cardiovascular disease remains the leading cause of death in patients with diabetes. Cardiovascular disease in diabetes is multifactorial, and control of the cardiovascular risk factors leads to substantial reductions in cardiovascular events. The 2015 American Heart Association and American Diabetes Association scientific statement, "Update on Prevention of Cardiovascular Disease in Adults With Type 2 Diabetes Mellitus in Light of Recent Evidence," highlighted the importance of modifying various risk factors responsible for cardiovascular disease in diabetes. At the time, there was limited evidence to suggest that glucose-lowering medications reduce the risk of cardiovascular events. At present, several large randomized controlled trials with newer antihyperglycemic agents have been completed, demonstrating cardiovascular safety and reduction in cardiovascular outcomes, including cardiovascular death, myocardial infarction, stroke, and heart failure. This AHA scientific statement update focuses on (1) the evidence and clinical utility of newer antihyperglycemic agents in improving glycemic control and reducing cardiovascular events in diabetes; (2) the impact of blood pressure control on cardiovascular events in diabetes; and (3) the role of newer lipid-lowering therapies in comprehensive cardiovascular risk management in adults with diabetes. This scientific statement addresses the continued importance of lifestyle interventions, pharmacological therapy, and surgical interventions to curb the epidemic of obesity and metabolic syndrome, important precursors of prediabetes, diabetes, and comorbid cardiovascular disease. Last, this scientific statement explores the critical importance of the social determinants of health and health equity in the continuum of care in diabetes and cardiovascular disease.
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13
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Wong ND. Evolution of Coronary Calcium Screening for Assessment of Atherosclerotic Cardiovascular Disease Risk and Role in Preventive Cardiology. Curr Atheroscler Rep 2022; 24:949-957. [PMID: 36374366 PMCID: PMC9750903 DOI: 10.1007/s11883-022-01073-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/23/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE OF REVIEW Coronary artery calcium (CAC) is an important measure of subclinical atherosclerosis and strongly predicts atherosclerotic cardiovascular disease (ASCVD) outcomes. The purpose of this review is to discuss the key studies that have helped to establish its role as an important screening tool and its place in preventive cardiology. RECENT FINDINGS Epidemiologic studies document a strong relation of age, race/ethnicity, and risk factors with the prevalence and extent of CAC. Large-scale registry and prospective investigations show CAC to be the strongest subclinical disease predictor of ASCVD outcomes, with higher CAC scores associated with successively higher risks and those with a CAC score of 0 having a long-term "warranty" against having events. Moreover, CAC is associated with greater initiation of preventive health behaviors and therapy. Current US guidelines utilize CAC to inform the treatment decision for statin therapy. Further study is underway to document whether CAC screening will ultimately improve clinical outcomes. CAC is well established as the most important subclinical cardiovascular disease measure for prediction of future ASCVD outcomes and can be used for informing the treatment decision for preventive therapies.
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Affiliation(s)
- Nathan D Wong
- Heart Disease Prevention Program, Division of Cardiology, C240 Medical Sciences, University of California, Irvine, CA, 92697, USA.
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14
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Lei MH, Wu YL, Chung SL, Chen CC, Chen WC, Hsu YC. Coronary Artery Calcium Score Predicts Long-Term Cardiovascular Outcomes in Asymptomatic Patients with Type 2 Diabetes. J Atheroscler Thromb 2021; 28:1052-1062. [PMID: 33162430 PMCID: PMC8560843 DOI: 10.5551/jat.59386] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Aims:
Type 2 diabetes mellitus (T2DM) is no longer regarded as a coronary risk equivalent, and heterogeneity of cardiovascular risk exists, suggesting that further risk stratification should be mandatory. This study aimed to determine the prevalence and clinical predictors of coronary artery calcium (CAC) score, and evaluate the CAC score as a predictor of cardiovascular outcome in a large asymptomatic T2DM cohort.
Methods:
A total of 2,162 T2DM patients were recruited from a Diabetes Shared Care Network and the CAC score was measured. Cardiovascular outcomes were obtained for 1,928 patients after a follow-up of 8.4 years. Multiple regression analysis and Cox proportional hazard regression were applied to identify clinical predictors of CAC and calculate the incidence and hazard ratios (HRs) for all-cause mortality and cardiovascular events by CAC category.
Results:
Of the recruited patients, 96.8% had one or more risk factors. The distribution of CAC scores was as follows: CAC=0 in 24.2% of the patients, 0 <CAC ≤ 100 in 41.5%, 100 <CAC ≤ 400 in 20.3%, CAC >400 in 14.7%. The multivariable predictor of increased CAC included age (years) (odds ratio, 1.07; 95% confidence interval, 1.06–1.08), male sex (1.82; 1.54–2.17), duration (years) of T2DM (1.07; 1.05–1.09), and multiple risk factors (1.94; 1.28–2.95). Increasing severity of CAC was associated with higher all-cause or cardiac mortality and higher incident cardiovascular events. The HRs for cardiac death or major cardiac events in CAC >400 vs CAC=0 were 8.67 and 10.52, respectively (
p
<0.001)
Conclusion:
CAC scoring provides better prognostication of cardiovascular outcome than traditional risk factors in asymptomatic T2DM patients, and may allow identifying a high-risk subset for enhancing primary prevention.
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Affiliation(s)
- Meng-Huan Lei
- Division of Cardiology, Department of Internal Medicine, Lo-Tung Poh-Ai Hospital
| | - Yu-Lin Wu
- Department of Nursing, St. Mary's Junior College of Medicine, Nursing and Management
| | - Sheng-Liang Chung
- Division of Cardiology, Department of Internal Medicine, Lo-Tung Poh-Ai Hospital
| | - Chao-Chin Chen
- Division of Cardiology, Department of Internal Medicine, Lo-Tung Poh-Ai Hospital
| | - Wei-Cheng Chen
- Division of Cardiology, Department of Internal Medicine, Lo-Tung Poh-Ai Hospital
| | - Yu-Chen Hsu
- Division of Cardiology, Department of Internal Medicine, Lo-Tung Poh-Ai Hospital
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15
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Heinsen LJ, Pararajasingam G, Andersen TR, Auscher S, Sheta HM, Precht H, Lambrechtsen J, Egstrup K. High-risk coronary artery plaque in asymptomatic patients with type 2 diabetes: clinical risk factors and coronary artery calcium score. Cardiovasc Diabetol 2021; 20:164. [PMID: 34372839 PMCID: PMC8353743 DOI: 10.1186/s12933-021-01350-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 07/17/2021] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND High-risk coronary artery plaque (HRP) is associated with increased risk of acute coronary syndrome. We aimed to investigate the prevalence of HRP in asymptomatic patients with type 2 diabetes (T2D), and its relation to patient characteristics including cardiovascular risk factors, diabetes profile, and coronary artery calcium score (CACS). METHODS Asymptomatic patients with T2D and no previous coronary artery disease (CAD) were studied using coronary computed tomography angiography (CCTA) in this descriptive study. Plaques with two or more high-risk features (HRP) defined by low attenuation, positive remodeling, spotty calcification, and napkin-ring sign were considered HRP. In addition, total atheroma volume (TAV), proportions of dense calcium, fibrous, fibrous-fatty and necrotic core volumes were assessed. The CACS was obtained from non-enhanced images by the Agatston method. Cardiovascular and diabetic profiles were assessed in all patients. RESULTS In 230 patients CCTA was diagnostic and 161 HRP were detected in 86 patients (37%). Male gender (OR 4.19, 95% CI 1.99-8.87; p < 0.01), tobacco exposure in pack years (OR 1.02, 95% CI 1.00-1.03; p = 0.03), and glycated hemoglobin (HbA1c) (OR 1.04, 95% CI 1.02-1.07; p < 0.01) were independent predictors of HRP. No relationship was found to other risk factors. HRP was not associated with increased CACS, and 13 (23%) patients with zero CACS had at least one HRP. CONCLUSION A high prevalence of HRP was detected in this population of asymptomatic T2D. The presence of HRP was associated with a particular patient profile, but was not ruled out by the absence of coronary artery calcium. CCTA provides important information on plaque morphology, which may be used to risk stratify this high-risk population. Trial registration This trial was retrospectively registered at clinical trials.gov January 11, 2017 trial identifier NCT03016910.
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Affiliation(s)
- Laurits Juhl Heinsen
- Cardiovascular Research Unit, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark.
- Department of Cardiology, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark.
| | - Gokulan Pararajasingam
- Cardiovascular Research Unit, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark
| | - Thomas Rueskov Andersen
- Cardiovascular Research Unit, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark
| | - Søren Auscher
- Department of Cardiology, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark
| | - Hussam Mahmoud Sheta
- Department of Cardiology, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark
| | - Helle Precht
- Cardiovascular Research Unit, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark
| | - Jess Lambrechtsen
- Department of Cardiology, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark
| | - Kenneth Egstrup
- Cardiovascular Research Unit, Odense University Hospital, Svendborg Hospital, Baagøes Allé 15, 5700, Svendborg, Denmark
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16
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Jennings GL, Audehm R, Bishop W, Chow CK, Liaw ST, Liew D, Linton SM. National Heart Foundation of Australia: position statement on coronary artery calcium scoring for the primary prevention of cardiovascular disease in Australia. Med J Aust 2021; 214:434-439. [PMID: 33960402 PMCID: PMC8252756 DOI: 10.5694/mja2.51039] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 02/18/2021] [Accepted: 03/16/2021] [Indexed: 01/07/2023]
Abstract
Introduction This position statement considers the evolving evidence on the use of coronary artery calcium scoring (CAC) for defining cardiovascular risk in the context of Australian practice and provides advice to health professionals regarding the use of CAC scoring in primary prevention of cardiovascular disease in Australia. Main recommendations:
CAC scoring could be considered for selected people with moderate absolute cardiovascular risk, as assessed by the National Vascular Disease Prevention Alliance (NVDPA) absolute cardiovascular risk algorithm, and for whom the findings are likely to influence the intensity of risk management. (GRADE evidence certainty: Low. GRADE recommendation strength: Conditional.) CAC scoring could be considered for selected people with low absolute cardiovascular risk, as assessed by the NVDPA absolute cardiovascular risk algorithm, and who have additional risk-enhancing factors that may result in the underestimation of risk. (GRADE evidence certainty: Low. GRADE recommendation strength: Conditional.) If CAC scoring is undertaken, a CAC score of 0 AU could reclassify a person to a low absolute cardiovascular risk status, with subsequent management to be informed by patient–clinician discussion and follow contemporary recommendations for low absolute cardiovascular risk. (GRADE evidence certainty: Very low. GRADE recommendation strength: Conditional.) If CAC scoring is undertaken, a CAC score > 99 AU or ≥ 75th percentile for age and sex could reclassify a person to a high absolute cardiovascular risk status, with subsequent management to be informed by patient–clinician discussion and follow contemporary recommendations for high absolute cardiovascular risk. (GRADE evidence certainty: Very low. GRADE recommendation strength: Conditional.)
Changes in management as a result of this statement CAC scoring can have a role in reclassification of absolute cardiovascular risk for selected patients in Australia, in conjunction with traditional absolute risk assessment and as part of a shared decision‐making approach that considers the preferences and values of individual patients.
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Affiliation(s)
- Garry Lr Jennings
- University of Sydney, Sydney, NSW.,National Heart Foundation of Australia, Melbourne, VIC
| | - Ralph Audehm
- General Practice and Primary Health Care Academic Centre, University of Melbourne, Melbourne, VIC
| | - Warrick Bishop
- Calvary Health Care Tasmania Lenah Valley Campus, Hobart, TAS
| | - Clara K Chow
- University of Sydney, Sydney, NSW.,Westmead Hospital, Sydney, NSW
| | - Siaw-Teng Liaw
- UNSW Sydney, Sydney, NSW.,Ingham Institute of Applied Medical Research, Sydney, NSW
| | | | - Sara M Linton
- National Heart Foundation of Australia, Melbourne, VIC.,Royal Melbourne Hospital, Melbourne, VIC
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17
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Palma CCSSV, Lopes PM, Silva ELC, Bevilaqua MDFDM, Bomfim ADS, Gomes MB. Vascular Age as a Cardiovascular Risk Marker in Asymptomatic Patients with Type 2 Diabetes. Diabetes Metab Syndr Obes 2020; 13:2505-2514. [PMID: 32765029 PMCID: PMC7369301 DOI: 10.2147/dmso.s251780] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 06/16/2020] [Indexed: 11/23/2022] Open
Abstract
AIM There is a wide variety of cardiovascular outcomes in patients with type 2 diabetes (T2DM), even in asymptomatic individuals. Carotid intima-media thickness (CIMT) is a marker of subclinical atherosclerosis and can be considered as a predictor of cardiovascular risk (CVR). The aim of this study was to evaluate the relationship between CIMT-determined vascular age (VA), CVR scores, and thyroid function in asymptomatic patients with T2DM. PATIENTS AND METHODS Clinical laboratory and CIMT parameters were measured in 154 asymptomatic patients with T2DM. The Framingham risk score (FRS) was performed with chronological age (CA) and with VA. A multinomial logistic regression model was used to analyze variables related to CVR reclassification. RESULTS The use of CIMT-determined VA led to the reclassification of 54 (35.52%) out of 152 asymptomatic T2DM patients, being 20 (37.03%) to a lower categorical risk and 34 (62.96%) to a higher categorical risk according to FRS. The variables that were associated to reclassification to a higher categorical risk were positive family history (FH) of premature coronary artery disease (p=0.046), FH of thyroid disease (p=0.010), use of statins (p=0.027), and free T4 levels (p=0.009). CONCLUSION VA determined from CIMT allowed the reclassification of the CVR in asymptomatic T2DM patients. FH of premature CAD, FH of known thyroid disease, use of statins, and free T4 levels were associated to a reclassification into a higher risk category. The use of doppler to perform CIMT measure is currently more accessible, especially in a low-middle income country like Brazil. However, further prospective studies must be performed to establish the predictive values of CIMT on atherosclerosis and how thyroid function acts like cardiovascular risk marker on CVR scores.
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Affiliation(s)
| | - Pablo Moura Lopes
- Department of Internal Medicine, Cardiology Unit, State University Hospital of Rio de Janeiro, Rio de Janeiro, Brasil
| | - Eliete Leão Clemente Silva
- Department of Internal Medicine, Diabetes Unit, State University Hospital of Rio de Janeiro, Rio de Janeiro, Brasil
| | | | - Alfredo de Souza Bomfim
- Department of Internal Medicine, Cardiology Unit, State University Hospital of Rio de Janeiro, Rio de Janeiro, Brasil
| | - Marilia Brito Gomes
- Department of Internal Medicine, Diabetes Unit, State University Hospital of Rio de Janeiro, Rio de Janeiro, Brasil
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18
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Jung CH, Mok JO. Recent Updates on Vascular Complications in Patients with Type 2 Diabetes Mellitus. Endocrinol Metab (Seoul) 2020; 35:260-271. [PMID: 32615710 PMCID: PMC7386121 DOI: 10.3803/enm.2020.35.2.260] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 06/05/2020] [Indexed: 12/20/2022] Open
Abstract
It is well known that patients with type 2 diabetes mellitus (T2DM) are at an increased risk of morbidity and mortality from atherosclerotic cardiovascular (CV) complications. Previously, the concept that diabetes mellitus (DM) is a "coronary artery disease (CAD) risk equivalent" was widely accepted, implying that all DM patients should receive intensive management. However, considerable evidence exist for wide heterogeneity in the risk of CV events among T2DM patients and the concept of a "CAD risk equivalent" has changed. Recent guidelines recommend further CV risk stratification in T2DM patients, with treatment tailored to the risk level. Although imaging modalities for atherosclerotic cardiovascular disease (ASCVD) have been used to improve risk prediction, there is currently no evidence that imaging-oriented therapy improves clinical outcomes. Therefore, controversy remains whether we should screen for CVD in asymptomatic T2DM. The coexistence of T2DM and heart failure (HF) is common. Based on recent CV outcome trials, sodium glucose cotransporter-2 inhibitors and glucagon like peptide-1 receptor agonists are recommended who have established ASCVD, indicators of high risk, or HF because of their demonstrated benefits for CVD. These circumstances have led to an increasing emphasis on ASCVD and HF in T2DM patients. In this review, we examine the literature published within the last 5 years on the risk assessment of CVD in asymptomatic T2DM patients. In particular, we review recent guidelines regarding screening for CVD and research focusing on the role of coronary artery calcium, coronary computed tomography angiography, and carotid intima-media thickness in asymptomatic T2DM patients.
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Affiliation(s)
- Chan-Hee Jung
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Ji-Oh Mok
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
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19
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Shaikh K, Li D, Nakanishi R, Kinninger A, Almeida S, Cherukuri L, Shekar C, Roy SK, Birudaraju D, Rai K, Ahmad K, Shafter A, Kumar A, Hamal S, Alla VM, Budoff MJ. Low short-term and long-term cardiovascular and all-cause mortality in absence of coronary artery calcium: A 22-year follow-up observational study from large cohort. J Diabetes Complications 2019; 33:616-622. [PMID: 31278061 DOI: 10.1016/j.jdiacomp.2019.05.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 05/18/2019] [Accepted: 05/20/2019] [Indexed: 11/28/2022]
Abstract
OBJECTIVES We sought to evaluate the gender-specific predictive value of coronary artery calcium (CAC) score on all-cause mortality and cardiovascular disease (CVD) mortality in individuals with and without diabetes mellitus (DM). BACKGROUND CAC score is a robust predictor of CVD and all-cause mortality during long-term follow-up in large cohorts in adults with DM. However, less is known about its sex-specific impact on all-cause mortality in DM. METHODS We evaluated 25,563 asymptomatic participants with no known history of coronary artery disease (CAD) who underwent clinically indicated CAC. 1999 (7.8%) individuals had diabetes. CAC was characterized as an Agatston score of 0, 1-99, 100-300, and ≫300. We evaluated the association between CAC and all-cause mortality and CVD mortality. RESULTS Overall, 1345 individuals died (5.3%) from all causes during a mean follow-up of 14.7 ± 3.8 years. CAC score was 0 in 57.5% females and 34.4% of males without DM, while 36.6% females and 20.3% males with DM had CAC-0. The frequency of CAC ≫ 300 was 18% and 36% in females and males with DM, respectively. CAC score of zero was associated with low all-cause mortality event rate in females and males with diabetes (1.7 and 2.5 events per 1000 person-years, respectively). Cardiovascular mortality per 1000 person years was ≪1 in females and males with CAC score of 0 irrespective of their diabetes. Adjusted multivariable analysis, compared to CAC-0, HR for all-cause mortality associated with CAC 1-99, 100-299 and ≫300 were 1.74(95% CI 0.65, 4.63, P-0.20), 5.54(95% CI 2.16, 14.22, P ≪ 0.001) and 5.75(95% CI 2.30, 14.37, P ≪ 0.001) in females with DM respectively; in males with DM HR associated with CAC 1-99, 100-299 and ≫300 were 1.87(95% CI 0.95, 3.66, P-0.06), 2.15(95% CI 1.05, 4.38, P-0.035) and 2.60(95% CI 1.34, 5.0, P-0.004), respectively. CONCLUSION Presence of subclinical atherosclerosis varies among individuals with DM. The absence of CAC was associated with very low cardiovascular as well as all-cause mortality events in all subgroups during long term follow-up.
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Affiliation(s)
- Kashif Shaikh
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Dong Li
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Rine Nakanishi
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - April Kinninger
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Shone Almeida
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | | | - Chandana Shekar
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Sion K Roy
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Divya Birudaraju
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Kelash Rai
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Khadije Ahmad
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Ahmed Shafter
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Anoop Kumar
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Sajad Hamal
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA
| | - Venkata M Alla
- Division of Cardiovascular Diseases, Creighton University School of Medicine, Omaha, NE, USA
| | - Mathew J Budoff
- Los Angeles Biomedical Institute, Harbor-UCLA Medical Center, USA.
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20
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Raggi P. Screening for Atherosclerotic Cardiovascular Disease in Patients With Type 2 Diabetes Mellitus: Controversies and Guidelines. Can J Diabetes 2019; 44:86-92. [PMID: 31594760 DOI: 10.1016/j.jcjd.2019.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 08/16/2019] [Accepted: 08/19/2019] [Indexed: 11/17/2022]
Abstract
If a disease state is highly prevalent and its consequences are severe, it may be appropriate to seek methods to identify it early to forestall its development and complications. Diabetes mellitus is a proven risk factor for the development of atherosclerosis, although its face and outcome are changing, as shown in contemporary clinical trials. In fact, decompensated heart failure seems to drive the hospitalization rate in patients with diabetes, and mortality from heart failure is reduced with modern hypoglycemic treatments. Nonetheless, atherosclerotic complications continue to be a major health concern in this segment of the population and cardiovascular imaging has been employed in an attempt to achieve a more accurate risk stratification. Although imaging for detection of obstructive coronary artery disease failed to reach such a goal, imaging for preclinical atherosclerosis may be more successful. In this review, we discuss the use of computed tomography and positron emission tomography to detect preclinical coronary atherosclerosis in asymptomatic patients with diabetes. Despite recent advances in the field, several questions remain to be answered as to the ultimate benefit of imaging for prevention in diabetes mellitus.
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Affiliation(s)
- Paolo Raggi
- Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada; Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.
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21
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Samy M, Nassar Y, Mohamed AH, Omar W, Elghawaby H. To Whom Thrombus Aspiration May Concern? Open Access Maced J Med Sci 2019; 7:1774-1781. [PMID: 31316657 PMCID: PMC6614264 DOI: 10.3889/oamjms.2019.546] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 06/09/2019] [Accepted: 06/10/2019] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Thrombus aspiration for ST-segment elevation myocardial infarction (STEMI) may improve myocardial perfusion. However, these favourable results called into a question by data indicating not only a lack of efficacy but a risk of potentially deleterious complications. AIM To assess the effect of thrombus aspiration during the primary percutaneous coronary intervention (PPCI) on procedural angiographic results, stent characteristics, and major adverse cardiac and cerebrovascular events (MACCE). METHODS All consecutive STEMI patients candidate for PPCI and admitted to Critical Care Department, Cairo University hospitals, managed either by thrombectomy before primary PCI (if thrombus score ≥ 3) or conventional PPCI, Six hundred seven subjects were enrolled in the study divided into Group with thrombectomy before PPCI (107 subjects, 18%), and group with Conventional PCI (500 subjects, 82%). ST-segment resolution, peak CK-MB, TIMI score, thrombus score, and MBG were assessed; stent number, diameter, length and stented segment were reported and follow up MACCE was reported (in hospital and 1-year post-intervention). RESULTS Mean values for peak CKMB were less in thrombectomy group (228 ± 174 I/U vs 269 ± 186 I/U, p = 0.04), ST segment resolution ≥ 70% occurred in {63 subjects (58.9%) vs 233 (46.6%), p = 0.001} in thrombectomy vs conventional group respectively. TIMI score pre procedure was zero in (102 subjects (95%) vs 402 (80.4%), p = 0.001), while TIMI III post procedure was reported in (100 subjects (93.4%) vs 437 (87%), p = 0.06), MBG mean values were (2.4 ± 0.6 vs 2.0 ± 1, p = 0.001), thrombus score was higher in thrombectomy group (4.6 ± 0.4 vs 0.8 ± 1.7, p = 0.001) in thrombectomy vs conventional group respectively. Direct stenting was { 34 patients (31%) vs 102 patients (20%), p = 0.05}, mean stent diameter (2.7 ± 1.3 mm vs 3.5 ± 1.3 mm, p = 0.3), mean stent length was (19.9 mm ± 10 versus 22.7 mm ± 8 in p 0.01). mean stent number was (1.0 ± 0.5 vs 1.2 ± 0.6, p = 0.001), mean stented segment was (22.5 ± 13.5 vs 28.5 ± 15.2 mm, p = 0.001) in thrombectomy vs conventional group respectively. MACCE in hospital were reported in {9 subjects (8.4%) vs 70 (14%), p = 0.07)}. Follow up MACCE after 1 year reported in {6 subjects (5.6 %) vs 80 (16 %), p 0.= 4} in thrombectomy vs conventional group respectively. CONCLUSION Thrombus aspiration before primary PCI (in a selected group with thrombus score ≥ 3) improves myocardial perfusion, suggested by better ST-segment resolution, TIMI flow, less peak CKMB and MBG, associated with a higher rate of direct stenting, shorter stent length, stented segments and less number of stents. Although thrombus aspiration was done in more risky patients (higher thrombus score) MACCE (in hospital and 1 year follow up) showed no statistical difference.
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Affiliation(s)
- Mohamed Samy
- Critical Care Department, Cairo University Hospitals, Cairo, Egypt
| | - Yaser Nassar
- Critical Care Department, Cairo University Hospitals, Cairo, Egypt
| | | | - Walid Omar
- Critical Care Department, Cairo University Hospitals, Cairo, Egypt
| | - Helmy Elghawaby
- Critical Care Department, Cairo University Hospitals, Cairo, Egypt
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Skali H, Di Carli MF, Blankstein R, Chow BJ, Beanlands RS, Berman DS, Germano G, Min JK, Merhige M, Williams B, Veledar E, Shaw LJ, Dorbala S. Stress Myocardial Perfusion PET Provides Incremental Risk Prediction in Patients with and Patients without Diabetes. Radiol Cardiothorac Imaging 2019; 1:e180018. [PMID: 33778500 PMCID: PMC7970097 DOI: 10.1148/ryct.2019180018] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 04/03/2019] [Accepted: 05/02/2019] [Indexed: 06/01/2023]
Abstract
PURPOSE To evaluate the prognostic value of myocardial perfusion PET in patients with and patients without diabetes mellitus. MATERIALS AND METHODS The authors performed a retrospective analysis of prospectively acquired data from a multicenter registry cohort of 7061 patients, including 1966 with diabetes mellitus, who underwent clinically indicated rest-stress rubidium 82 (82Rb) myocardial perfusion PET. The mean patient age (±standard deviation) was 63.3 years ± 13. Of the 7061 patients, 3348 were women (47.4%), 2296 (32.5%) had known coronary artery disease, and 1895 (26.8%) had previously undergone revascularization. The primary end point was cardiac death (n = 169) assessed at a mean of 2.5 years ± 1.5. The authors used Cox proportional hazards models and risk reclassification measures stratified according to diabetes status. RESULTS In multivariable models adjusting for established clinical predictors, increasing magnitude of stress myocardial perfusion abnormality was associated with greater risk of cardiac death in patients with diabetes (hazard ratio [HR]: 7.2; 95% confidence interval [CI]: 3.1, 16.8) for severely abnormal myocardium compared with normal myocardium. The addition of stress myocardial perfusion imaging results significantly improved the fit of a clinical model for predicting cardiac death in patients with and patients without diabetes. Myocardial perfusion PET improved risk reclassification for cardiac death in patients with diabetes (category-based net reclassification index: 0.39; 95% CI: 0.15, 0.60, P < .001). Among diabetic patients, an abnormal myocardial perfusion PET scan was associated with increased risk of cardiac death (HR: 4.4; 95% CI: 2.0, 9.7) in all important clinical subgroups based on age, sex, obesity, or prior revascularization. CONCLUSION In a large cohort of patients referred for clinical 82Rb stress PET, myocardial perfusion imaging results provided incremental risk prediction of cardiac death in patients with and patients without diabetes mellitus.© RSNA, 2019Supplemental material is available for this article.
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23
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Duan T, Rajpurkar P, Laird D, Ng AY, Basu S. Clinical Value of Predicting Individual Treatment Effects for Intensive Blood Pressure Therapy. Circ Cardiovasc Qual Outcomes 2019; 12:e005010. [PMID: 30857410 PMCID: PMC6756170 DOI: 10.1161/circoutcomes.118.005010] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The absolute risk reduction (ARR) in cardiovascular events from therapy is generally assumed to be proportional to baseline risk-such that high-risk patients benefit most. Yet newer analyses have proposed using randomized trial data to develop models that estimate individual treatment effects. We tested 2 hypotheses: first, that models of individual treatment effects would reveal that benefit from intensive blood pressure therapy is proportional to baseline risk; and second, that a machine learning approach designed to predict heterogeneous treatment effects-the X-learner meta-algorithm-is equivalent to a conventional logistic regression approach. METHODS AND RESULTS We compared conventional logistic regression to the X-learner approach for prediction of 3-year cardiovascular disease event risk reduction from intensive (target systolic blood pressure <120 mm Hg) versus standard (target <140 mm Hg) blood pressure treatment, using individual participant data from the SPRINT (Systolic Blood Pressure Intervention Trial; N=9361) and ACCORD BP (Action to Control Cardiovascular Risk in Diabetes Blood Pressure; N=4733) trials. Each model incorporated 17 covariates, an indicator for treatment arm, and interaction terms between covariates and treatment. Logistic regression had lower C statistic for benefit than the X-learner (0.51 [95% CI, 0.49-0.53] versus 0.60 [95% CI, 0.58-0.63], respectively). Following the logistic regression's recommendation for individualized therapy produced restricted mean time until cardiovascular disease event of 1065.47 days (95% CI, 1061.04-1069.35), while following the X-learner's recommendation improved mean time until cardiovascular disease event to 1068.71 days (95% CI, 1065.42-1072.08). Calibration was worse for logistic regression; it over-estimated ARR attributable to intensive treatment (slope between predicted and observed ARR of 0.73 [95% CI, 0.30-1.14] versus 1.06 [95% CI, 0.74-1.32] for the X-learner, compared with the ideal of 1). Predicted ARRs using logistic regression were generally proportional to baseline pretreatment cardiovascular risk, whereas the X-learner observed-correctly-that individual treatment effects were often not proportional to baseline risk. CONCLUSIONS Predictions for individual treatment effects from trial data reveal that patients may experience ARRs not simply proportional to baseline cardiovascular disease risk. Machine learning methods may improve discrimination and calibration of individualized treatment effect estimates from clinical trial data. CLINICAL TRIAL REGISTRATION URL: https://www.clinicaltrials.gov . Unique identifiers: NCT01206062; NCT00000620.
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Affiliation(s)
- Tony Duan
- Department of Computer Science, Stanford University, Stanford, CA
| | - Pranav Rajpurkar
- Department of Computer Science, Stanford University, Stanford, CA
| | - Dillon Laird
- Department of Computer Science, Stanford University, Stanford, CA
| | - Andrew Y. Ng
- Department of Computer Science, Stanford University, Stanford, CA
| | - Sanjay Basu
- Center for Primary Care and Outcomes Research and Center for Population Health Sciences, Departments of Medicine and of Health Research and Policy, Stanford University, Stanford, CA
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Raggi P, Senior P, Shahbaz S, Kaul P, Hung R, Coulden R, Yeung RO, Abele J. 18
F-Sodium Fluoride Imaging of Coronary Atherosclerosis in Ambulatory Patients With Diabetes Mellitus. Arterioscler Thromb Vasc Biol 2019; 39:276-284. [DOI: 10.1161/atvbaha.118.311711] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Objective—
Although patients with diabetes mellitus (DM) are considered at high risk of cardiovascular events, there is growing evidence that this notion is incorrect. Atherosclerosis imaging may identify patients at risk.
Approach and Results—
We performed coronary atherosclerosis with
18
F-sodium fluoride (NaF) positron emission tomography/computed tomography and gated chest computed tomography for coronary artery calcium in 88 consecutive ambulatory patients with DM on a stable medical regimen. NaF has been shown to localize avidly in culprit lesions of patients with acute coronary syndromes and may identify unstable plaques. NaF activity was measured as target (coronary arteries)-to-background (left ventricular pool) ratio (TBR). High TBR was defined as ≥1.5. The mean age of the cohort was 54±14 years, 55% had type 2 DM, 65% were men, the median HgbA1c (hemoglobin A1c) and LDL (low-density lipoprotein) cholesterol were 7.5% (interquartile range, 7.1–8.5) and 1.9 mmol/L (interquartile range, 1.5–2.6), respectively. Mean coronary artery calcium score was 374±773, and median TBR was 1.2. Coronary artery TBR ≥1.5 was detected in 13 (15%) patients. In univariable analyses, male sex (
P
=0.0002), estimated glomerular filtration rate (
P
=0.02), and total coronary artery calcium score (
P
=0.04) were associated with TBR. In multivariable analyses, TBR >median was associated with male sex (
P
=0.0001) and statin use (
P
=0.042).
Conclusions—
In ambulatory patients with DM asymptomatic for cardiovascular disease, the prevalence of potentially vulnerable plaques detected with NaF was low, but in the absence of follow-up data at this stage, we cannot assess the import of this information. Future research will establish whether NaF imaging helps risk stratify patients with DM.
Clinical Trial Registration—
URL:
http://www.clinicaltrials.gov
. Unique identifier: NCT03530176.
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Affiliation(s)
- Paolo Raggi
- From the Mazankowski Alberta Heart Institute (P.R., S.S.), University of Alberta, Edmonton, Canada
- Department of Medicine (P.R., P.S., S.S., P.K., R.O.Y.), University of Alberta, Edmonton, Canada
| | - Peter Senior
- Department of Medicine (P.R., P.S., S.S., P.K., R.O.Y.), University of Alberta, Edmonton, Canada
- Division of Endocrinology (P.S., R.O.Y.), University of Alberta, Edmonton, Canada
| | - Shima Shahbaz
- From the Mazankowski Alberta Heart Institute (P.R., S.S.), University of Alberta, Edmonton, Canada
- Department of Medicine (P.R., P.S., S.S., P.K., R.O.Y.), University of Alberta, Edmonton, Canada
| | - Padma Kaul
- Department of Medicine (P.R., P.S., S.S., P.K., R.O.Y.), University of Alberta, Edmonton, Canada
| | - Ryan Hung
- Department of Radiology and Diagnostic Imaging (R.H., R.C., J.A.), University of Alberta, Edmonton, Canada
| | - Richard Coulden
- Department of Radiology and Diagnostic Imaging (R.H., R.C., J.A.), University of Alberta, Edmonton, Canada
| | - Roseanne O. Yeung
- Department of Medicine (P.R., P.S., S.S., P.K., R.O.Y.), University of Alberta, Edmonton, Canada
- Division of Endocrinology (P.S., R.O.Y.), University of Alberta, Edmonton, Canada
| | - Jonathan Abele
- Department of Radiology and Diagnostic Imaging (R.H., R.C., J.A.), University of Alberta, Edmonton, Canada
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Cardoso CRL, Salles GC, Leite NC, Salles GF. Prognostic impact of carotid intima-media thickness and carotid plaques on the development of micro- and macrovascular complications in individuals with type 2 diabetes: the Rio de Janeiro type 2 diabetes cohort study. Cardiovasc Diabetol 2019; 18:2. [PMID: 30630491 PMCID: PMC6327523 DOI: 10.1186/s12933-019-0809-1] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Accepted: 01/03/2019] [Indexed: 12/18/2022] Open
Abstract
Background The prognostic importance of carotid atherosclerosis in individuals with diabetes is unsettled. We aimed to evaluate the relationships between parameters of carotid atherosclerosis and the future occurrence of micro- and cardiovascular complications in individuals with type 2 diabetes. Methods Ultrasonographic parameters of carotid atherosclerosis, intima-media thickness (CIMT) and plaques, were measured at baseline in 478 participants who were followed-up for a median of 10.8 years. Multivariate Cox analysis was used to examine the associations between carotid parameters and the occurrence of microvascular (retinopathy, renal, and peripheral neuropathy) and cardiovascular complications (total cardiovascular events [CVEs] and cardiovascular mortality), and all-cause mortality. The improvement in risk stratification was assessed by using the C-statistic and the integrated discrimination improvement (IDI) index. Results During follow-up, 116 individuals had a CVE and 115 individuals died (56 from cardiovascular diseases); 131 newly-developed or worsened diabetic retinopathy, 156 achieved the renal composite outcome (94 newly developed microalbuminuria and 78 deteriorated renal function), and 83 newly-developed or worsened peripheral neuropathy. CIMT, either analysed as a continuous or as a categorical variable, and presence of plaques predicted CVEs occurrence and renal outcomes, but not mortality or other microvascular complications. Individuals with an increased CIMT and plaques had a 1.5- to 1.8-fold increased risk of CVEs and a 1.6-fold higher risk of renal outcome. CIMT and plaques modestly improved cardiovascular risk discrimination over classic risk factors, with IDIs ranging from 7.8 to 8.4%; but more markedly improved renal risk discrimination, with IDIs from 14.8 to 18.5%. Conclusions Carotid atherosclerosis parameters predicted cardiovascular and renal outcomes, and improved renal risk stratification. Ultrasonographic carotid imaging may be useful in type 2 diabetes management.
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Affiliation(s)
- Claudia R L Cardoso
- Department of Internal Medicine, School of Medicine, University Hospital Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rua Rodolpho Rocco, 255, Cidade Universitária, Rio de Janeiro, CEP 21941-913, Brazil
| | - Guilherme C Salles
- Civil Engineering Program, COPPE, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Nathalie C Leite
- Department of Internal Medicine, School of Medicine, University Hospital Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rua Rodolpho Rocco, 255, Cidade Universitária, Rio de Janeiro, CEP 21941-913, Brazil
| | - Gil F Salles
- Department of Internal Medicine, School of Medicine, University Hospital Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rua Rodolpho Rocco, 255, Cidade Universitária, Rio de Janeiro, CEP 21941-913, Brazil.
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Sang GY, Chen ZY, Meng CR, Tian T, Zhang ZX. Serum Tumor Marker Carbohydrate Antigen 125 Levels and Carotid Atherosclerosis in Patients with Coronary Artery Disease. Open Med (Wars) 2018; 13:534-538. [PMID: 30613787 PMCID: PMC6310918 DOI: 10.1515/med-2018-0078] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 09/23/2018] [Indexed: 12/29/2022] Open
Abstract
Objective We assessed the correlation between serum carbohydrate antigen 125 (CA125) and carotid intima-media thickness (cIMT) in patients with coronary artery disease (CAD). Methods We collected 518 CAD patients from the cardiovascular disease center in our hospital, and all cIMT values were measured in patients with CAD. Results The serum CA125 concentrations were found to be increased in CAD patients with early carotid atherosclerosis compared with patients without early carotid atherosclerosis (20.1±7.72 vs. 17.7±6.41 U/mL, p<0.001). The cIMT values were increased in patients with higher serum CA-125 levels than those with lower serum CA-125 concentrations (1.16±0.32 vs. 0.98±0.29 mm, p<0.001). There was a positive correlation between serum CA125 and cIMT in CAD patients (r=0.262, p<0.001). Moreover, the serum CA125 concentrations also were positively correlated with cIMT in subjects with early carotid atherosclerosis and without early carotid atherosclerosis (r=0.255, p<0.001; r=0.189, p=0.002). We found that serum CA-125 concentrations were independently correlated with cIMT (beta = 0.293, p<0.001) in multiple linear regression analysis. Conclusions We found that serum CA125 concentrations were positively correlated with cIMT in CAD patients, serum CA125 might be a potential biochemical marker for the estimation of atherosclerosis in patients with CAD.
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Affiliation(s)
- Guo-Yao Sang
- Laboratory Medicine Diagnostic Center, The First Affiliated Hospital, Xinjiang Medical University, Urumqi, China
| | - Zhao-Yun Chen
- Laboratory Medicine Diagnostic Center, The First Affiliated Hospital, Xinjiang Medical University, Urumqi, China
| | - Cun-Ren Meng
- Laboratory Medicine Diagnostic Center, The First Affiliated Hospital, Xinjiang Medical University, Urumqi, China
| | - Tian Tian
- School of Public Health, Xinjiang Medical University, Urumqi, China
| | - Zhao-Xia Zhang
- Laboratory Medicine Diagnostic Center, The First Affiliated Hospital, Xinjiang Medical University, No. 137, Liyushan Road, Xin'shi Region, Urumqi, Xinjiang 830011, China
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Cardoso CRL, Melo JV, Salles GC, Leite NC, Salles GF. Prognostic impact of the ankle-brachial index on the development of micro- and macrovascular complications in individuals with type 2 diabetes: the Rio de Janeiro Type 2 Diabetes Cohort Study. Diabetologia 2018; 61:2266-2276. [PMID: 30112690 DOI: 10.1007/s00125-018-4709-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 07/16/2018] [Indexed: 12/21/2022]
Abstract
AIMS/HYPOTHESIS The prognostic importance of the ankle-brachial index (ABI) in individuals with diabetes is controversial. We aimed to evaluate the relationship between the ABI and the occurrence of micro- and macrovascular complications in individuals with type 2 diabetes. METHODS The ABI was measured at baseline in 668 individuals with type 2 diabetes, and the individuals were followed-up for a median of 10 years. Multivariate Cox analysis was used to examine associations between the ABI and the occurrence of microvascular (retinopathy, microalbuminuria, renal function deterioration and peripheral neuropathy) and macrovascular (total cardiovascular events, major adverse cardiovascular events [MACE] and cardiovascular mortality) complications, and all-cause mortality. The improvement in risk stratification was assessed using the C statistic and the integrated discrimination improvement (IDI) index. RESULTS During follow-up, 168 individuals had a cardiovascular event (140 MACE) and 191 individuals died (92 cardiovascular deaths); 156 individuals newly developed or experienced worsening diabetic retinopathy, 194 achieved the renal composite outcome (122 with newly developed microalbuminuria and 93 with deteriorating renal function) and 95 newly developed or experienced worsening peripheral neuropathy. The ABI, either analysed as a continuous or as a categorical variable, was significantly associated with all macrovascular and mortality outcomes, except for non-cardiovascular mortality. Individuals with a baseline ABI of ≤0.90 had a 2.1-fold increased risk of all-cause mortality (95% CI 1.3, 3.5; p = 0.004), a 2.7-fold excess risk of cardiovascular mortality (95% CI 1.4, 5.4; p = 0.004) and a 2.5-fold increased risk of MACE (95% CI 1.5, 4.4; p = 0.001). The ABI improved risk discrimination over classical risk factors, with relative IDIs ranging from 6.3% (for all-cause mortality) to 31% (for cardiovascular mortality). In addition, an ABI of ≤0.90 was associated with the development or worsening of peripheral neuropathy (2.1-fold increased risk [95% CI 1.1, 4.3]; p = 0.033), but not with retinopathy or renal outcomes. CONCLUSIONS/INTERPRETATION A low ABI is associated with excess risk of adverse cardiovascular outcomes, mortality and peripheral neuropathy development or worsening, and improves cardiovascular risk stratification. The ABI should therefore be routinely evaluated in individuals with type 2 diabetes.
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Affiliation(s)
- Claudia R L Cardoso
- Department of Internal Medicine, School of Medicine, University Hospital Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rua Rodolpho Rocco 255, Cidade Universitária, Rio de Janeiro, CEP 21941-913, Brazil
| | - Juliana V Melo
- Department of Occupational Therapy, School of Medicine, University Hospital Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Guilherme C Salles
- Civil Engineering Program, COPPE, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Nathalie C Leite
- Department of Internal Medicine, School of Medicine, University Hospital Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rua Rodolpho Rocco 255, Cidade Universitária, Rio de Janeiro, CEP 21941-913, Brazil
| | - Gil F Salles
- Department of Internal Medicine, School of Medicine, University Hospital Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rua Rodolpho Rocco 255, Cidade Universitária, Rio de Janeiro, CEP 21941-913, Brazil.
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Jing S, Gao X, Yu B, Qiao H. Evaluation of plaque characteristics in coronary artery patients with impaired glucose tolerance through optical coherence tomography. ACTA ACUST UNITED AC 2018; 64:433-437. [PMID: 30304142 DOI: 10.1590/1806-9282.64.05.433] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 08/05/2017] [Indexed: 11/22/2022]
Abstract
OBJECTIVE With the adoption of optical coherence tomography (OCT), this study targets the impacts on plaque characteristics brought about by impaired glucose tolerance (IGT) in patients with coronary artery disease. METHODS For this study, 150 patients with coronary artery disease were recruited. Regarding glycosylated hemoglobin (HbAlc), the patients were sectioned into normal glucose tolerance (NGT), impaired fasting glucose (IFG), impaired glucose tolerance (IGT), and diabetes mellitus (DM) groups. Coronary angiography (CAG) and OCT were conducted for 150 patients. RESULTS There were 186 plaques discovered in 150 patients (37, 40, 44, and 65 in the NGT, IFG, IGT, and DM groups, respectively). Compared to the NGT group, the lipid core size, which is presented as the average angle of the lipid arc, was markedly larger in the IFG,IGT and DM groups ( 135.7 ± 32.7 Ê, 161.2 ± 55.7 Ê, 162.5 ± 55.8 Ê, and 170.2 ± 59.7 Ê, respectively, all P values< 0.05). Meanwhile, the fibrous cap over the lipid core in the NGT group was remarkably thicker than that in the IFG, IGT, and DM groups (115.7 ± 47.7 μm vs. 77.7 ± 23.5 μm, 75.1 ± 23.2 µm, 71.2 ± 22.1 µm, all P values<0.05). CONCLUSION Coronary plaques in coronary artery patients with NDT are more stable than in those with IGT and DM.
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Affiliation(s)
- Shenhong Jing
- Department of Cardiovascular, the 2nd Affiliated Hospital of Harbin Medical University ,Heilongjiang Province,150086, China
| | - Xuan Gao
- Department of Gynecology and Obstetrics, the 1st Affiliated Hospital of Harbin Medical University ,Heilongjiang Province,150086, China
| | - Bo Yu
- Department of Cardiovascular, the 2nd Affiliated Hospital of Harbin Medical University ,Heilongjiang Province,150086, China
| | - Hong Qiao
- Department of Endocrinology, the 2nd Affiliated Hospital of Harbin Medical University, 246 Xuefu Road, Harbin, Heilongjiang Province,150086, China
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The Evolving Cardiovascular Disease Risk Scores for Persons with Diabetes Mellitus. Curr Cardiol Rep 2018; 20:126. [PMID: 30310997 DOI: 10.1007/s11886-018-1069-5] [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] [Indexed: 10/28/2022]
Abstract
PURPOSE OF REVIEW We briefly introduce the concept and use of cardiovascular disease (CVD) risk scores and review the methodology for CVD risk score development and validation in patients with diabetes. We also discuss CVD risk scores for diabetic patients that have been developed in different countries. RECENT FINDINGS Patients with diabetes have a gradient of CVD risk that needs to be accurately assessed. Numerous CVD risk scores for diabetic patients have been created in various settings. The methods to develop risk scores are highly diverse and each choice has its own pros and cons. A well-constructed risk score for diabetic patients may be advocated by guidelines and adopted by healthcare providers to help determine preventive strategies. New risk factors are being investigated in order to improve the predictive accuracy of current risk scores. A suitable CVD risk score for the diabetes population should be accurate, low-cost, and beneficial to outcome. While the performance (accuracy) has all been internally validated, validation on external populations is still needed. Cost-effectiveness and clinical trials demonstrating improvement in outcomes are limited and should be the target of future research.
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Lin JS, Evans CV, Johnson E, Redmond N, Coppola EL, Smith N. Nontraditional Risk Factors in Cardiovascular Disease Risk Assessment: Updated Evidence Report and Systematic Review for the US Preventive Services Task Force. JAMA 2018; 320:281-297. [PMID: 29998301 DOI: 10.1001/jama.2018.4242] [Citation(s) in RCA: 112] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
IMPORTANCE Incorporating nontraditional risk factors may improve the performance of traditional multivariable risk assessment for cardiovascular disease (CVD). OBJECTIVE To systematically review evidence for the US Preventive Services Task Force on the benefits and harms of 3 nontraditional risk factors in cardiovascular risk assessment: the ankle-brachial index (ABI), high-sensitivity C-reactive protein (hsCRP) level, and coronary artery calcium (CAC) score. DATA SOURCES MEDLINE, PubMed, and the Cochrane Central Register of Controlled Trials for studies published through May 22, 2017. Surveillance continued through February 7, 2018. STUDY SELECTION Studies of asymptomatic adults with no known cardiovascular disease. DATA EXTRACTION AND SYNTHESIS Independent critical appraisal and data abstraction by 2 reviewers. MAIN OUTCOMES AND MEASURES Cardiovascular events, mortality, risk assessment performance measures (calibration, discrimination, or risk reclassification), and serious adverse events. RESULTS Forty-three studies (N = 267 244) were included. No adequately powered trials have evaluated the clinical effect of risk assessment with nontraditional risk factors on patient health outcomes. The addition of the ABI (10 studies), hsCRP level (25 studies), or CAC score (19 studies) can improve both discrimination and reclassification; the magnitude and consistency of improvement varies by nontraditional risk factor. For the ABI, improvements in performance were the greatest for women, in whom traditional risk assessment has poor discrimination (C statistic change of 0.112 and net reclassification index [NRI] of 0.096). Results were inconsistent for hsCRP level, with the largest analysis (n = 166 596) showing a minimal effect on risk prediction (C statistic change of 0.0039, NRI of 0.0152). The largest improvements in discrimination (C statistic change ranging from 0.018 to 0.144) and reclassification (NRI ranging from 0.084 to 0.35) were seen for CAC score, although CAC score may inappropriately reclassify individuals not having cardiovascular events into higher-risk categories, as determined by negative nonevent NRI. Evidence for the harms of nontraditional risk factor assessment was limited to computed tomography imaging for CAC scoring (8 studies) and showed that radiation exposure is low but may result in additional testing. CONCLUSIONS AND RELEVANCE There are insufficient adequately powered clinical trials evaluating the incremental effect of the ABI, hsCRP level, or CAC score in risk assessment and initiation of preventive therapy. Furthermore, the clinical meaning of improvements in measures of calibration, discrimination, and reclassification risk prediction studies is uncertain.
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Affiliation(s)
- Jennifer S Lin
- Kaiser Permanente Research Affiliates Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
| | - Corinne V Evans
- Kaiser Permanente Research Affiliates Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
| | - Eric Johnson
- Kaiser Permanente Research Affiliates Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
| | - Nadia Redmond
- Kaiser Permanente Research Affiliates Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
| | - Erin L Coppola
- Kaiser Permanente Research Affiliates Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
| | - Ning Smith
- Kaiser Permanente Research Affiliates Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon
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31
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Raffield LM, Cox AJ, Criqui MH, Hsu FC, Terry JG, Xu J, Freedman BI, Carr JJ, Bowden DW. Associations of coronary artery calcified plaque density with mortality in type 2 diabetes: the Diabetes Heart Study. Cardiovasc Diabetol 2018; 17:67. [PMID: 29751802 PMCID: PMC5946410 DOI: 10.1186/s12933-018-0714-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Accepted: 05/08/2018] [Indexed: 02/27/2023] Open
Abstract
Background Coronary artery calcified plaque (CAC) is strongly predictive of cardiovascular disease (CVD) events and mortality, both in general populations and individuals with type 2 diabetes at high risk for CVD. CAC is typically reported as an Agatston score, which is weighted for increased plaque density. However, the role of CAC density in CVD risk prediction, independently and with CAC volume, remains unclear. Methods We examined the role of CAC density in individuals with type 2 diabetes from the family-based Diabetes Heart Study and the African American-Diabetes Heart Study. CAC density was calculated as mass divided by volume, and associations with incident all-cause and CVD mortality [median follow-up 10.2 years European Americans (n = 902, n = 286 deceased), 5.2 years African Americans (n = 552, n = 93 deceased)] were examined using Cox proportional hazards models, independently and in models adjusted for CAC volume. Results In European Americans, CAC density, like Agatston score and volume, was consistently associated with increased risk of all-cause and CVD mortality (p ≤ 0.002) in models adjusted for age, sex, statin use, total cholesterol, HDL, systolic blood pressure, high blood pressure medication use, and current smoking. However, these associations were no longer significant when models were additionally adjusted for CAC volume. CAC density was not significantly associated with mortality, either alone or adjusted for CAC volume, in African Americans. Conclusions CAC density is not associated with mortality independent from CAC volume in European Americans and African Americans with type 2 diabetes. Electronic supplementary material The online version of this article (10.1186/s12933-018-0714-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Laura M Raffield
- Department of Genetics, University of North Carolina at Chapel Hill, 5100 Genetic Medicine Building, 120 Mason Farm Road, Chapel Hill, NC, 27599, USA. .,Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA. .,Center for Human Genomics, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Amanda J Cox
- Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Center for Human Genomics, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Molecular Basis of Disease, Griffith University, Southport, Brisbane, QLD, Australia
| | - Michael H Criqui
- Department of Family and Preventive Medicine, University of California, San Diego, CA, USA
| | - Fang-Chi Hsu
- Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - James G Terry
- Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USA
| | - Jianzhao Xu
- Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Center for Human Genomics, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Barry I Freedman
- Department of Internal Medicine-Section on Nephrology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - J Jeffrey Carr
- Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USA
| | - Donald W Bowden
- Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Center for Human Genomics, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
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32
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Özkalaycı F, Gülmez Ö, Uğur-Altun B, Pandi-Perumal SR, Altun A. The Role of Osteoprotegerin as a Cardioprotective Versus Reactive Inflammatory Marker: the Chicken or the Egg Paradox. Balkan Med J 2018; 35:225-232. [PMID: 29687784 PMCID: PMC5981118 DOI: 10.4274/balkanmedj.2018.0579] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Cardiovascular disease is one of the most frequent causes of mortality and morbidity worldwide. Several variables have been identified as risk factors for cardiovascular disease. Recently, the role of receptor activator of nuclear factor kappa B, receptor activator of nuclear factor kappa B ligand, and the osteoprotegerin system has been recognized as more important in the pathogenesis of cardiovascular disease. Besides their roles in the regulation of bone resorption, these molecules have been reported to be associated with the pathophysiology of cardiovascular disease. There are conflicting data regarding the impact of osteoprotegerin, a glycoprotein with a regulatory role in the cardiovascular system. The aim of this review is to discuss the current knowledge and the role of osteoprotegerin in cardiovascular disease.
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Affiliation(s)
- Flora Özkalaycı
- Department of Cardiology, Başkent University İstanbul Hospital, İstanbul, Turkey
| | - Öykü Gülmez
- Department of Cardiology, Başkent University İstanbul Hospital, İstanbul, Turkey
| | - Betül Uğur-Altun
- Department of Endocrinology and Metabolism, Başkent University İstanbul Hospital, İstanbul, Turkey
| | | | - Armağan Altun
- Department of Cardiology, Başkent University İstanbul Hospital, İstanbul, Turkey
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33
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Raggi P. Atherosclerosis imaging to refine cardiovascular risk assessment in diabetic patients: Computed tomography and positron emission tomography applications. Atherosclerosis 2018; 271:77-83. [PMID: 29477560 DOI: 10.1016/j.atherosclerosis.2018.02.021] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 02/09/2018] [Accepted: 02/14/2018] [Indexed: 01/24/2023]
Abstract
The lifetime cardiovascular risk of a diabetic patient is approximately 4-5 times higher than that of an age and sex matched individual without diabetes mellitus. Despite the well-publicized cardiovascular risk equivalence of diabetes mellitus, it has become apparent that not all diabetic patients are equally at high-risk and many patients may have a level of risk similar to that of the general population. Cardiovascular imaging has been employed to address the dilemma of a more accurate risk stratification of diabetic patients. Two randomized clinical trials aiming at uncovering the presence of unknown obstructive coronary artery disease (CAD) gave disappointing results. In fact, the number of patients with inducible myocardial ischemia and/or severe obstructive disease was lower than expected and the overall outcome was not improved after having brought the existence of CAD to light. Other techniques that may help identify a diabetic patient susceptible to suffer future events have therefore being explored. In this review we discuss two imaging tools that provide anatomical and functional information on pre-clinical coronary atherosclerosis: computed tomography for calcium scoring, and plaque characterization and myocardial ischemia detection and positron emission tomography using tracers to identify functionally unstable plaques. Despite the availability of several imaging techniques there remain numerous questions as to the utility of imaging to define risk in diabetes mellitus and an optimal approach has yet to be found.
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Affiliation(s)
- Paolo Raggi
- Mazankowski Alberta Heart Institute, Canada; University of Alberta, Edmonton, AB, Canada.
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34
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Coronary Atherosclerosis Assessment by Coronary CT Angiography in Asymptomatic Diabetic Population: A Critical Systematic Review of the Literature and Future Perspectives. BIOMED RESEARCH INTERNATIONAL 2018; 2018:8927281. [PMID: 29511691 PMCID: PMC5820580 DOI: 10.1155/2018/8927281] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 12/02/2017] [Indexed: 12/29/2022]
Abstract
The prognostic impact of diabetes mellitus (DM) on cardiovascular outcomes is well known. As a consequence of previous studies showing the high incidence of coronary artery disease (CAD) in diabetic patients and the relatively poor outcome compared to nondiabetic populations, DM is considered as CAD equivalent which means that diabetic patients are labeled as asymptomatic individuals at high cardiovascular risk. Lessons learned from the analysis of prognostic studies over the past decade have challenged this dogma and now support the idea that diabetic population is not uniformly distributed in the highest risk box. Detecting CAD in asymptomatic high risk individuals is controversial and, what is more, in patients with diabetes is challenging, and that is why the reliability of traditional cardiac stress tests for detecting myocardial ischemia is limited. Cardiac computed tomography angiography (CCTA) represents an emerging noninvasive technique able to explore the atherosclerotic involvement of the coronary arteries and, thus, to distinguish different risk categories tailoring this evaluation on each patient. The aim of the review is to provide a wide overview on the clinical meaning of CCTA in this field and to integrate the anatomical information with a reliable therapeutic approach.
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35
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Koppad AK, Kaulgud RS, Arun BS. A Study of Correlation of Neck Circumference with Framingham Risk Score as a Predictor of Coronary Artery Disease. J Clin Diagn Res 2017; 11:OC17-OC20. [PMID: 29207753 DOI: 10.7860/jcdr/2017/25710.10609] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Accepted: 06/09/2017] [Indexed: 12/31/2022]
Abstract
Introduction It has been observed that metabolic syndrome is risk factor for Coronary Artery Disease (CAD) and exerts its effects through fat deposition and vascular aging. CAD has been acknowledged as a leading cause of death. In earlier studies, the metabolic risk has been estimated by Framingham risk score. Recent studies have shown that Neck Circumference (NC) has a good correlation with other traditional anthropometric measurements and can be used as marker of obesity. It also correlates with Framingham risk score, which is slightly more sophisticated measure of CAD risk. Aim To assess the risk of CAD in a subject based on NC and to correlate the NC to Framingham risk score. Materials and Methods The present cross-sectional study, done at Karnataka Institute of Medical Sciences, Hubli, Karnataka, India, includes 100 subjects. The study duration was of one year from 1st January 2015 to 31st December 2015. Anthropometric indices Body Mass Index (BMI) and NC were correlated with 10 year CAD risk as calculated by Framingham risk score. The correlation between BMI, NC, vascular age and Framingham risk score was calculated using Karl Pearson's correlation method. Results NC has a strong correlation with 10 year CAD risk (p≤0.001). NC was significantly greater in males as compared to females (p≤0.001). Males had greater risk of cardiovascular disease as reflected by higher 10 year Framingham risk score (p≤0.0035). Conclusion NC gives simple and easy prediction of CAD risk and is more reliable than traditional risk markers like BMI. NC correlates positively with 10 year Framingham risk score.
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Affiliation(s)
- Anand K Koppad
- Assistant Professor, Department of Medicine, Karnataka Institute of Medical Sciences, Hubli, Karnataka, India
| | - Ram S Kaulgud
- Assistant Professor, Department of Medicine, Karnataka Institute of Medical Sciences, Hubli, Karnataka, India
| | - B S Arun
- Assistant Professor, Department of Medicine, MVJ Medical College and Research Hospital, Hoskote, Karnataka, India
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36
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Malik S, Zhao Y, Budoff M, Nasir K, Blumenthal RS, Bertoni AG, Wong ND. Coronary Artery Calcium Score for Long-term Risk Classification in Individuals With Type 2 Diabetes and Metabolic Syndrome From the Multi-Ethnic Study of Atherosclerosis. JAMA Cardiol 2017; 2:1332-1340. [PMID: 29117273 PMCID: PMC5814996 DOI: 10.1001/jamacardio.2017.4191] [Citation(s) in RCA: 134] [Impact Index Per Article: 19.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Accepted: 09/21/2017] [Indexed: 01/22/2023]
Abstract
Importance Although the risk of type 2 diabetes is considered to be equivalent to coronary heart disease (CHD) risk, there is considerable heterogeneity among individuals for CHD and atherosclerotic cardiovascular disease (ASCVD) risk. It is not known whether coronary artery calcium (CAC) assessment at baseline in individuals with established metabolic syndrome (MetS) or diabetes identifies CHD and ASCVD prognostic indicators during a long follow-up period. Objective To compare improvement in long-term prognostication of incident CHD and ASCVD using CAC scores among those with diabetes, MetS, or neither condition. Design, Setting, and Participants This study included participants from the Multi-Ethnic Study of Atherosclerosis (MESA), a prospective cohort study of 6814 males and females aged 45 to 84 years without known CVD from 4 race/ethnicity groups (white [38.5%], African American [27.5%], Hispanic [22.1%], and Chinese [11.9%]) recruited from 6 US communities from July 2000 through August 2002. Follow-up for each participant extended to the first occurrence of an incident event, other death, loss to follow-up, or the last follow-up call through December 31, 2013. Data analysis was performed from June 1, 2016, to September 12, 2017. Cox proportional hazards regression models were used to estimate hazard ratios (HRs). Area under the receiver operator characteristic curve and net reclassification improvement were used to compare incremental contributions of CAC score when added to the Framingham risk score, ethnicity/race, and socioeconomic status. Main Outcomes and Measures CHD events, including myocardial infarction, resuscitated cardiac arrest, or CHD death. Results Of 6814 MESA participants, 6751 had complete risk factor and follow-up data and were included in this study (mean [SD] age, 62.2 [10.2] years; 3186 [47.2%] male). A total of 881 (13.0%) had diabetes, 1738 (25.7%) had MetS, and 4132 (61.2%) had neither condition. After 11.1 mean years of follow-up, CHD events occurred in 84 participants with diabetes (135 ASCVD events), 115 with MetS (175 ASCVD events), and 157 with neither (250 ASCVD events). The CAC score was independently associated with incident CHD in multivariable analyses in those with diabetes (HR, 1.30; 95% CI, 1.19-1.43), MetS (HR, 1.30; 95% CI, 1.20-1.41), and neither condition (HR, 1.37; 95% CI, 1.27-1.47). For incident CHD, net reclassification improvement with addition of CAC score was 0.23 (95% CI, 0.10-0.37) in those with diabetes, 0.22 (95% CI, 0.09-0.35) in those with MetS, and 0.25 (95% CI, 0.15-0.35) in those with neither condition. The CAC score was also a prognostic indicator of CHD and ASCVD after controlling for diabetes duration of 10 years or longer at baseline, insulin use, and glycemic control. Conclusions and Relevance In a large multiethnic cohort, the addition of CAC score to global risk assessment was associated with significantly improved risk classification in those with MetS and diabetes, even if diabetes duration was longer than a decade, suggesting a role for the CAC score in risk assessment in such patients.
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Affiliation(s)
- Shaista Malik
- Division of Cardiology, Department of Medicine, University of California, Irvine
- Susan Samueli Center for Integrative Medicine, University of California, Irvine
| | - Yanglu Zhao
- Department of Epidemiology, UCLA (University of California, Los Angeles), Los Angeles
| | - Matthew Budoff
- Los Angeles Biomedical Research Institute, Harbor-UCLA Medical Center, Los Angeles, California
| | - Khurram Nasir
- Center for Prevention and Wellness Research, Baptist Health Medical Group, Miami Beach, Florida
- Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University, Baltimore, Maryland
| | - Roger S. Blumenthal
- Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University, Baltimore, Maryland
| | - Alain G. Bertoni
- Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston–Salem, North Carolina
| | - Nathan D. Wong
- Division of Cardiology, Department of Medicine, University of California, Irvine
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Saravana Kumar R, Tholkappia Arasu G. Rough Set Theory and Fuzzy Logic Based Warehousing of Heterogeneous Clinical Databases. INT J UNCERTAIN FUZZ 2017. [DOI: 10.1142/s0218488517500167] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Large amounts of data about the patients with their medical conditions are presented in the Medical databases. Analyzing all these databases is one of the difficult tasks in the medical environment. In order to warehouse all these databases and to analyze the patient’s condition, we need an efficient data mining technique. In this paper, an efficient data mining technique for warehousing clinical databases using Rough Set Theory (RST) and Fuzzy Logic is proposed. Our proposed methodology contains two phases – (i) Clustering and (ii) Classification. In the first phase, Rough Set Theory is used for clustering. Clustering is one of the data mining techniques for warehousing the heterogeneous data bases. Clustering technique is used to group data that have similar characteristics in the same cluster and also to group the data that have dissimilar characteristics with other clusters. After clustering the data, similar objects will be clustered in one cluster and the dissimilar objects will be clustered under another cluster. The RST can be reduced the complexity. Then in the second phase, these clusters are classified using Fuzzy Logic. Normally, Classification with Fuzzy Logic is generated more number of rules. Since the RST is utilized in our work, the classification using Fuzzy can be done with less amount of complexity. The proposed approach is evaluated using various clinical related databases from heart disease datasets – Cleveland, Switzerland and Hungarian. The performance analysis is based on Sensitivity, Specificity and Accuracy with different cluster numbers. The experimentation results show that our proposed methodology provides better accuracy result.
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Affiliation(s)
- R. Saravana Kumar
- Department of Computer Science and Engineering, Jayam College of Engineering and Technology, Dharmapuri, Tamilnadu, India
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Makrilakis K, Liatis S. Cardiovascular Screening for the Asymptomatic Patient with Diabetes: More Cons Than Pros. J Diabetes Res 2017; 2017:8927473. [PMID: 29387731 PMCID: PMC5745704 DOI: 10.1155/2017/8927473] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 10/17/2017] [Accepted: 11/05/2017] [Indexed: 12/29/2022] Open
Abstract
Diabetes mellitus is associated with an increased risk of coronary heart disease (CHD) morbidity and mortality. Although it frequently coexists with other cardiovascular disease (CVD) risk factors, it confers an increased risk for CVD events on its own. Coronary atherosclerosis is generally more aggressive and widespread in people with diabetes (PWD) and is frequently asymptomatic. Screening for silent myocardial ischaemia can be applied in a wide variety of ways. In nearly all asymptomatic PWD, however, the results of screening will generally not change medical therapy, since aggressive preventive measures, such as control of blood pressure and lipids, would have been already indicated, and above all, invasive revascularization procedures (either with percutaneous coronary intervention or coronary artery bypass grafting) have not been shown in randomized clinical trials to confer any benefit on morbidity and mortality. Still, unresolved issues remain regarding the extent of the underlying ischaemia that might affect the risk and the benefit of revascularization (on top of optimal medical therapy) in ameliorating this risk in patients with moderate to severe ischaemia. The issues related to the detection of coronary atherosclerosis and ischaemia, as well as the studies related to management of CHD in asymptomatic PWD, will be reviewed here.
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Affiliation(s)
- Konstantinos Makrilakis
- First Department of Propaedeutic Internal Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, Athens, Greece
| | - Stavros Liatis
- First Department of Propaedeutic Internal Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, Athens, Greece
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Jeong IK, Kim SG, Cho DH, Kim CH, Kim CS, Lee WY, Won KC, Kim DM. Impact of carotid atherosclerosis detection on physician and patient behavior in the management of type 2 diabetes mellitus: a prospective, observational, multicenter study. BMC Cardiovasc Disord 2016; 16:220. [PMID: 27842497 PMCID: PMC5109726 DOI: 10.1186/s12872-016-0401-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2016] [Accepted: 11/08/2016] [Indexed: 11/23/2022] Open
Abstract
Background This study compared carotid ultrasound (CUS) and traditional risk calculations in determining cardiovascular disease (CVD) risk in patients with type 2 diabetes mellitus (DM) and investigated whether awareness of CVD affects patient and/or physician behavior. Methods In this prospective, observational, multicenter study, 797 participants with type 2 diabetes were assessed using CUS, the United Kingdom Prospective Diabetes Study Risk Engine (UKPDSRE) calculator, and the Framingham Risk Score (FRS) algorithm. Health-related behaviors and physician treatments were compared at baseline and at 6 months after assessment. Results According to CUS, 43.5 % of the participants were at high risk (compared to 10.6 % and 4.3 % using the UKPDSRE and FRS approaches, respectively). Interestingly, 31.5 % of the patients with low risk scores according to the UKPDSRE calculator and 35.8 % of the patients with low risk scores according to the FRS algorithm were found to be at high risk according to CUS. The proportion of patients who achieved target LDL-C levels significantly increased after CUS. Moreover, increased awareness of atherosclerosis through CUS findings significantly altered physician treatment patterns and patient health-related behaviors. Conclusions Carotid atherosclerosis was detected in more than 30 % of all participants with low or intermediate risk stratification scores. Improved awareness of atherosclerosis through CUS findings had a positive impact on both patient and physician behavior, resulting in improved CV risk management. Electronic supplementary material The online version of this article (doi:10.1186/s12872-016-0401-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- In-Kyung Jeong
- Department of Endocrinology and Metabolism, Kyung Hee University School of Medicine, Kyung Hee University Hospital at Gangdong, Seoul, South Korea
| | - Sin-Gon Kim
- Korea University Anam Hospital, Seoul, South Korea
| | - Dong Hyeok Cho
- Chonnam National University Hospital, Gwangju, South Korea
| | | | - Chul Sik Kim
- Hallym University Sacred Heart Hospital, Gyeonggi-do, South Korea
| | | | - Kyu-Chang Won
- Yeungnam University Medical Center, Daegu, South Korea
| | - Doo-Man Kim
- Department of Internal Medicine, Kangdong Sacred Heart Hospital, Hallym University Medical Center, Gil-Dong, Gangdong-Gu, Seoul, South Korea.
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Budoff MJ, Raggi P, Beller GA, Berman DS, Druz RS, Malik S, Rigolin VH, Weigold WG, Soman P. Noninvasive Cardiovascular Risk Assessment of the Asymptomatic Diabetic Patient: The Imaging Council of the American College of Cardiology. JACC Cardiovasc Imaging 2016; 9:176-92. [PMID: 26846937 DOI: 10.1016/j.jcmg.2015.11.011] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Accepted: 11/06/2015] [Indexed: 12/21/2022]
Abstract
Increased cardiovascular morbidity and mortality in patients with type 2 diabetes is well established; diabetes is associated with at least a 2-fold increased risk of coronary heart disease. Approximately two-thirds of deaths among persons with diabetes are related to cardiovascular disease. Previously, diabetes was regarded as a "coronary risk equivalent," implying a high 10-year cardiovascular risk for every diabetes patient. Following the original study by Haffner et al., multiple studies from different cohorts provided varying conclusions on the validity of the concept of coronary risk equivalency in patients with diabetes. New guidelines have started to acknowledge the heterogeneity in risk and include different treatment recommendations for diabetic patients without other risk factors who are considered to be at lower risk. Furthermore, guidelines have suggested that further risk stratification in patients with diabetes is warranted before universal treatment. The Imaging Council of the American College of Cardiology systematically reviewed all modalities commonly used for risk stratification in persons with diabetes mellitus and summarized the data and recommendations. This document reviews the evidence regarding the use of noninvasive testing to stratify asymptomatic patients with diabetes with regard to coronary heart disease risk and develops an algorithm for screening based on available data.
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Affiliation(s)
- Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, California.
| | - Paolo Raggi
- Mazankowski Alberta Heart Institute, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - George A Beller
- Department of Medicine, University of Virginia, Charlottesville, Virginia
| | - Daniel S Berman
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center and the Cedars-Sinai Heart Institute, Los Angeles, California
| | - Regina S Druz
- Department of Cardiology, Hofstra North Shore-LIJ School of Medicine, Uniondale, New York
| | - Shaista Malik
- Department of Medicine, University of California, Irvine, California
| | - Vera H Rigolin
- Department of Medicine/Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Wm Guy Weigold
- Cardiology Division, MedStar Heart & Vascular Institute, MedStar Washington Hospital Center, Washington, DC
| | - Prem Soman
- Division of Cardiology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
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Abstract
Cardiovascular events, including myocardial infarction and stroke, are the primary causes of mortality in both type 1 and type 2 diabetes. Affected patients frequently have asymptomatic coronary artery disease. Studies have shown heterogeneity in cardiovascular risk among patients with diabetes. Imaging can help categorize risk of future cardiovascular events by identifying those patients with atherosclerosis, rather than relying on risk prediction based on population-based studies. In this article, we will review the evidence regarding use of atherosclerosis imaging in patients with diabetes to predict risk of coronary heart disease and mortality.
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Affiliation(s)
- Sina Rahmani
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, CDCRC, Torrance, CA, 90502, USA
| | - Rine Nakanishi
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, CDCRC, Torrance, CA, 90502, USA
| | - Matthew J Budoff
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, CDCRC, Torrance, CA, 90502, USA.
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Bertoni AG, Kramer H, Watson K, Post WS. Diabetes and Clinical and Subclinical CVD. Glob Heart 2016; 11:337-342. [PMID: 27741980 PMCID: PMC5125393 DOI: 10.1016/j.gheart.2016.07.005] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Revised: 07/19/2016] [Accepted: 07/21/2016] [Indexed: 11/21/2022] Open
Abstract
Diabetes mellitus is a major cardiovascular risk factor and its prevalence has been increasing globally. This review examines the contributions of the MESA (Multi-Ethnic Study of Atherosclerosis), a diverse American cohort (6,814 adults ages 45 to 84, recruited from 2000 to 2002, 50% female, 62% nonwhite) toward understanding the relationship between diabetes and clinical and subclinical cardiovascular disease. People with diabetes have a high burden of subclinical vascular disease as measured by coronary artery calcification (CAC), carotid artery intima-media thickness, valvular calcification, and alterations in left ventricular structure. CAC substantially improves cardiovascular risk prediction. Among adults with diabetes, 63% had CAC >0; above CAC >400 Agatston units the event rate was 4% annually, whereas an absence of CAC was a marker of a very low cardiovascular disease rate (0.4% to 0.1% annually). These stark differences in rates may have implications for screening and/or targeted prevention efforts based on CAC burden. MESA has also provided insight on diabetes epidemiology.
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Affiliation(s)
- Alain G Bertoni
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Holly Kramer
- Department of Medicine, Loyola University Chicago, Maywood, IL, USA
| | - Karol Watson
- Division of Cardiology, Department of Medicine, The David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, USA
| | - Wendy S Post
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Kempf K, Martin S, Döhring C, Dugi K, Haastert B, Schneider M. The Boehringer Ingelheim employee study (Part 2): 10-year cardiovascular diseases risk estimation. Occup Med (Lond) 2016; 66:543-550. [PMID: 27387917 DOI: 10.1093/occmed/kqw084] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Cardiovascular disease (CVD) may cause an economic burden to companies, but CVD risk estimations specific to working populations are lacking. AIMS To estimate the 10-year CVD risk in the Boehringer Ingelheim (BI) employee cohort and analyse the potential effect of hypothetical risk reduction interventions. METHODS We estimated CVD risk using the Framingham (FRS), PROCAM (PRS) and Reynolds (RRS) risk scores, using cross-sectional baseline data on BI Pharma employees collected from 2005 to 2011. Results were compared using Fisher's exact and Wilcoxon tests. The predictive ability of the score estimates was assessed using receiver-operating characteristics analyses. RESULTS Among the 4005 study subjects, we estimated 10-year CVD risks of 35% (FRS), 9% (PRS) and 6% (RRS) for men and 10% (FRS), 4% (PRS) and 1% (RRS) for women. One hundred and thirty-four (6%) men and 111 (6%) women employees had current CVD. The best predictors of prevalent CVD were the FRS and the RRS for men [area-under-the-curve 0.62 (0.57-0.67) for both]. A hypothetical intervention that would improve systolic blood pressure, HbA1c (for diabetes), C-reactive protein, triglycerides and total and high-density lipoprotein cholesterol by 10% each would potentially reduce expected CVD cases by 36-41% in men and 30-45% in women, and if smoking cessation is incorporated, by 39-45% and 30-55%, respectively, depending on the pre-intervention risk score. CONCLUSIONS There was a substantial risk of developing CVD in this working cohort. Occupational health programmes with lifestyle interventions for high-risk individuals may be an effective risk reduction measure.
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Affiliation(s)
- K Kempf
- West-German Centre of Diabetes and Health, Düsseldorf Catholic Hospital Group, Hohensandweg 37, 40591 Düsseldorf, Germany
| | - S Martin
- West-German Centre of Diabetes and Health, Düsseldorf Catholic Hospital Group, Hohensandweg 37, 40591 Düsseldorf, Germany
| | - C Döhring
- Department of Medical Statistics, RWTH-Aachen University, 52062 Aachen, Germany
| | - K Dugi
- Boehringer Ingelheim Pharma GmbH, 55218 Ingelheim, Germany
| | | | - M Schneider
- Occupational Health and Medical Services, Boehringer Ingelheim Pharma GmbH & Co. KG, 55218 Ingelheim, Germany.,Mannheim Institute for Public Health, Medical Faculty Mannheim, Ruprecht-Karls-University Heidelberg, 68167 Mannheim, Germany
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Lin CY, Tsai FC, Chen YC, Lee HA, Chen SW, Liu KS, Lin PJ. Correlation of Preoperative Renal Insufficiency With Mortality and Morbidity After Aortic Valve Replacement: A Propensity Score Matching Analysis. Medicine (Baltimore) 2016; 95:e2576. [PMID: 26945348 PMCID: PMC4782832 DOI: 10.1097/md.0000000000002576] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Preoperative end-stage renal disease carries a high mortality and morbidity risk after aortic valve replacement (AVR), but the effect of renal insufficiency remains to be clarified. Through propensity score analysis, we compared the preoperative demographics, perioperative profiles, and outcomes between patients with and without renal insufficiency. From August 2005 to November 2014, 770 adult patients underwent AVR in a single institution. Patients were classified according to their estimated glomerular infiltration rate (eGFR) as renal insufficiency (eGFR: 30-89 mL/min/1.73 m) or normal (eGFR, ≥90 mL/min/1.73 m). Propensity scoring was performed with a 1:1 ratio, resulting in a matched cohort of 88 patients per group. Demographics, comorbidities, and surgical procedures were well balanced between the 2 groups, except for diabetes mellitus and eGFR. Patients with renal insufficiency had higher in-hospital mortality (19.3% versus 3.4%, P < 0.001), a greater need for postoperative hemodialysis (14.8% versus 3.1%, P = 0.009), and prolonged intubation times (>72 hour; 25% versus 9.1%, P = .008), intensive care unit stays (8.9 ± 9.9 versus 4.9 ± 7.5 days, P = .046), and hospital stays (35.3 ± 31.7 versus 24.1 ± 20.3 days, P = .008), compared with those with normal renal function. Multivariate analysis confirmed that preoperative renal insufficiency was an in-hospital mortality predictor (odds ratio, 2.33; 95% confidence interval, 1.343-4.043; P = .003), as were prolonged cardiopulmonary bypass time, intraaortic balloon pump support, and postoperative hemodialysis. The 1-year survival significantly differed between the 2 groups including (normal 87.5% versus renal insufficiency 67.9%, P < .001) or excluding in-hospital mortality (normal 90.7% versus renal insufficiency 82.1%, P = .05). Patients with preoperative renal insufficiency who underwent AVR had higher in-hospital mortality rates and increased morbidities, especially those associated with hemodynamic instabilities requiring intraaortic balloon pump support or hemodialysis. Earlier surgical intervention for severe aortic valve disease should be considered in patients who show deteriorating renal function during follow-up.
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Affiliation(s)
- Chun-Yu Lin
- From the Department of Cardiothoracic and Vascular Surgery Chang Gung Memorial Hospital (C-YL, F-CT, H-AL, S-WC, K-SL, P-JL), and Department of Nephrology, Chang Gung University College of Medicine, Taoyuan, Taiwan (Y-CC)
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Moradi M, Varasteh E. Coronary atherosclerosis evaluation among Iranian patients with zero coronary calcium score in computed tomography coronary angiography. Adv Biomed Res 2016; 5:24. [PMID: 26962526 PMCID: PMC4770603 DOI: 10.4103/2277-9175.175920] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2015] [Accepted: 09/23/2015] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Coronary artery calcification (CAC) is a specific indicator of and a sensitive marker for the atherosclerotic disease process. However, calcium scoring may miss noncalcified plaques with clinical importance. The present study aimed to identify the presence and extent of coronary plaques in computed tomography coronary angiography (CTCA) in patients with a zero CAC score and the secondary endpoint was to evaluate the association between coronary risk factors and the presence of noncalcified plaques. MATERIALS AND METHODS In a retrospective descriptive-analytic study, a total of 2000 consecutive patients who undergone CTCA between September 2012 and September 2014 at Alzahra Hospital in Isfahan, Iran were analyzed. Three hundred and eighty-five patients with a zero calcium score were included in the study. The demographic information and coronary artery disease (CAD), risk factors including diabetes mellitus (DM), hypertension, hyperlipidemia, smoking, and family history of CAD, were obtained from the questionnaire. Furthermore, the presence of plaques and extent of stenosis were evaluated in patients with zero CAC score. RESULTS Of the 385 patients with a zero calcium score, 16 (4.2%) had atherosclerotic plaques. Among them, 6 (1.6%) had significant (>50%) coronary stenosis, and 10 (2.6%) had no significant (<50%) coronary stenosis. Hyperlipidemia, DM, and smoking were significantly associated with obstructive CAD. Furthermore, in patients with zero calcium score, DM, hyperlipidemia, and smoking had odds ratios of 5.9, 14, and 32.5 for the development of coronary artery plaques, respectively. CONCLUSION Although, CAC scoring is a noninvasive and valuable method to evaluate CAD; but zero CAC score does not absolutely exclude the CAD, especially in the presence of risk factors such as diabetes, hyperlipidemia, and smoking.
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Affiliation(s)
- Maryam Moradi
- Department of Radiology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Elham Varasteh
- Department of Radiology, Isfahan University of Medical Sciences, Isfahan, Iran
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Berman DS, Budoff MJ, Min JK, Raggi P, Rozanski A, Shaw L, Soman P. Non-invasive imaging in assessment of the asymptomatic diabetic patient: Is it of value? J Nucl Cardiol 2016; 23:37-41. [PMID: 26265478 DOI: 10.1007/s12350-015-0241-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 06/16/2015] [Indexed: 10/23/2022]
Affiliation(s)
- Daniel S Berman
- Departments of Imaging and Medicine, Cedars-Sinai Medical Center and the Cedars-Sinai Heart Institute, Los Angeles, CA, USA.
| | - Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA, USA
| | - James K Min
- Department of Radiology, Weill Cornell Medical College and the NewYork Presbyterian Hospital, New York, NY, USA
| | - Paolo Raggi
- Department of Medicine, Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, AB, Canada
| | - Alan Rozanski
- Mt. Sinai Saint Lukes and Roosevelt Hospitals, New York, NY, USA
| | - Leslee Shaw
- Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Prem Soman
- Division of Cardiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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Amano M, Izumi C, Imamura S, Onishi N, Sakamoto J, Tamaki Y, Enomoto S, Miyake M, Tamura T, Kondo H, Kaitani K, Yamanaka K, Nakagawa Y. Pre- and Postoperative Predictors of Long-Term Prognosis After Aortic Valve Replacement for Severe Chronic Aortic Regurgitation. Circ J 2016; 80:2460-2467. [DOI: 10.1253/circj.cj-16-0782] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Lin L, Jin C, Wei X, Li H, Shi J, Wu S, Yang X, Qi X. Comparison on the efficacy of everolimus-eluting stent and zotarolimus-eluting stents in coronary heart disease between diabetic and non-diabetic patients. Int J Clin Exp Med 2015; 8:20813-20820. [PMID: 26885005 PMCID: PMC4723850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 09/02/2015] [Indexed: 06/05/2023]
Abstract
OBJECTIVE The aim of this study is to examine and compare the efficacy of everolimus-eluting stents (EES) and zotarolimus-eluting stents (ZES) in coronary heart disease in diabetic or non-diabetic patients. METHODS A total of 666 patients needed for percutaneous coronary intervention were randomly selected from June 2008 to June 2013 in our hospital and were divided into two groups: (i) coronary heart disease with diabetes group and (ii) non-diabetes group. Patients in each group were further assigned to receive treatment of either EES or ZES. Then we observed the major adverse cardiac events, including mortality, nonfatal myocardial infarction and non-fatal cerebrovascular events over the period of 15 months after initial stent implantation. RESULTS Compared to the non-diabetic group, more patients in diabetic group had received anti-hypotensive treatment (72% vs. 49%, P < 0.0001) and hypolipemic treatment (80% vs. 67%, P < 0.0001) before the percutaneous coronary intervention. In both diabetic group and non-diabetic group, patients received ZES treatment had a much greater incidence rate of major adverse cardiac events compared to the patients received EES treatment (P < 0.05). Meanwhile, target lesion revascularization rate in the ZES group was also significantly higher than that in the EES group. The data showed big differences between ZES and EES groups with important statistical significance (P < 0.05). CONCLUSION Patients with coronary heart disease and diabetes have a higher risk of major adverse cardiac events after stent implantation. EES treatment is safer with higher efficacy in our study, being a more effective stent for the patients merged with diabetes.
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Affiliation(s)
- Liming Lin
- Tianjin Teda International Cardiovascular Hospital, Cardiovascular Clinical Hospital, Tianjin Medical University61 Third Street, Tianjin Economic and Technological Development Area, Tianjin 300070, P. R. China
- Tangshan Kailuan General Hospital57 East Xinhua Street, Tangshan 063000, Hebei Province, P. R. China
| | - Cheng Jin
- Tangshan Kailuan General Hospital57 East Xinhua Street, Tangshan 063000, Hebei Province, P. R. China
| | - Xiaoming Wei
- Tangshan Kailuan General Hospital57 East Xinhua Street, Tangshan 063000, Hebei Province, P. R. China
| | - Huiying Li
- Tangshan Kailuan General Hospital57 East Xinhua Street, Tangshan 063000, Hebei Province, P. R. China
| | - Jihong Shi
- Tangshan Kailuan General Hospital57 East Xinhua Street, Tangshan 063000, Hebei Province, P. R. China
| | - Shouling Wu
- Tangshan Kailuan General Hospital57 East Xinhua Street, Tangshan 063000, Hebei Province, P. R. China
| | - Xiaojie Yang
- Tangshan Maternal and Child Health HospitalTangshan 063000, Hebei Province, P. R. China
| | - Xiangqian Qi
- Tianjin Teda International Cardiovascular Hospital, Cardiovascular Clinical Hospital, Tianjin Medical University61 Third Street, Tianjin Economic and Technological Development Area, Tianjin 300070, P. R. China
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Zhao Y, Wong N. Should adults with type 2 diabetes be screened for atherosclerotic cardiovascular disease? F1000Res 2015; 4:F1000 Faculty Rev-1167. [PMID: 26937273 PMCID: PMC4752024 DOI: 10.12688/f1000research.6625.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/26/2015] [Indexed: 11/24/2022] Open
Abstract
Diabetes mellitus is associated with greater risks for cardiovascular diseases (CVD). Multiple noninvasive screening tools for CVD including cardiac CT, carotid intima-media thickness test, myocardial perfusion imaging have been examined in those with diabetes, but the prognostic value of these tests vary and issues remain regarding their cost-benefit ratios, potential harms of radiation, and how they fit into screening algorithms for CVD. We discuss in this report the needs and criteria for screening tests and summarize the evidence from observational studies and clinical trials. We also explore whether there should be more sensitive screening modalities to better detect both short and long-term cardiovascular risk among asymptomatic patients with diabetes.
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Affiliation(s)
- Yanglu Zhao
- Heart Disease Prevention Program, Division of Cardiology, C240, Medical Sciences, University of California, Irvine, CA, 92697, USA
| | - Nathan Wong
- Heart Disease Prevention Program, Division of Cardiology, C240, Medical Sciences, University of California, Irvine, CA, 92697, USA
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Gómez-Marcos MÁ, Recio-Rodríguez JI, Patino-Alonso MC, Agudo-Conde C, Gómez-Sánchez L, Gomez-Sanchez M, Rodríguez-Sanchez E, Maderuelo-Fernandez JA, García-Ortiz L. Cardio-ankle vascular index is associated with cardiovascular target organ damage and vascular structure and function in patients with diabetes or metabolic syndrome, LOD-DIABETES study: a case series report. Cardiovasc Diabetol 2015; 14:7. [PMID: 25853841 PMCID: PMC4299688 DOI: 10.1186/s12933-014-0167-y] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2014] [Accepted: 12/28/2014] [Indexed: 12/21/2022] Open
Abstract
Background The cardio ankle vascular index (CAVI) is a new index of the overall stiffness of the artery from the origin of the aorta to the ankle. This index can estimate the risk of atherosclerosis. We aimed to find the relationship between CAVI and target organ damage (TOD), vascular structure and function, and cardiovascular risk factors in Caucasian patients with type 2 diabetes mellitus or metabolic syndrome. Methods We included 110 subjects from the LOD-Diabetes study, whose mean age was 61 ± 11 years, and 37.3% were women. Measurements of CAVI, brachial ankle pulse wave velocity (ba-PWV), and ankle brachial index (ABI) were taken using the VaSera device. Cardiovascular risk factors, renal function by creatinine, glomerular filtration rate, and albumin creatinine index were also obtained, as well as cardiac TOD with ECG and vascular TOD and carotid intima media thickness (IMT), carotid femoral PWV (cf-PWV), and the central and peripheral augmentation index (CAIx and PAIx). The Framingham-D’Agostino scale was used to measure cardiovascular risk. Results Mean CAVI was 8.7 ± 1.3. More than half (54%) of the participants showed one or more TOD (10% cardiac, 13% renal; 48% vascular), and 13% had ba-PWV ≥ 17.5 m/s. Patients with any TOD had the highest CAVI values: 1.15 (CI 95% 0.70 to 1.61, p < 0.001) and 1.14 (CI 95% 0.68 to 1.60, p < 0.001) when vascular TOD was presented, and 1.30 (CI 95% 0.51 to 2.10, p = 0.002) for the cardiac TOD. The CAVI values had a positive correlation with HbA1c and systolic and diastolic blood pressure, and a negative correlation with waist circumference and body mass index. The positive correlations of CAVI with IMT (β = 0.29; p < 0.01), cf-PWV (β = 0.83; p < 0.01), ba-PWV (β = 2.12; p < 0.01), CAIx (β = 3.42; p < 0.01), and PAIx (β = 5.05; p = 0.04) remained after adjustment for cardiovascular risk, body mass index, and antihypertensive, lipid-lowering, and antidiabetic drugs. Conclusions The results of this study suggest that the CAVI is positively associated with IMT, cf-PWV, ba-PWV, CAIx, and PAIx, regardless of cardiovascular risk and the drug treatment used. Patients with cardiovascular TOD have higher values of CAVI. Trial registration Clinical Trials.gov Identifier: NCT01065155
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