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Ma Y, Gao H, Wu H. Comparison of adverse cardiovascular event endpoints between patients with diabetes and patients without diabetes based on coronary artery plaques: a systematic review and meta-analysis. J Cardiothorac Surg 2024; 19:672. [PMID: 39707525 DOI: 10.1186/s13019-024-03157-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 11/29/2024] [Indexed: 12/23/2024] Open
Abstract
BACKGROUND The classification of major adverse cardiovascular event (MACE) endpoints in patients with type 2 diabetes mellitus (T2DM) and either confirmed coronary artery disease (CAD) or high CAD risk, as well as the extent of the association between T2DM and coronary plaque characteristics, remains uncertain. PURPOSE This meta-analysis aims to compare MACE endpoints between patients with diabetes and patients without diabetes based on coronary artery plaques. METHODS We searched studies from Web of Science, PubMed, Embase, and the Cochrane Library up until September 1, 2023. Two independent researchers evaluated the quality and bias of the included studies. We used odds ratio (OR) and standardized mean difference (SMD) with 95% confidence interval (CI) to assess the effect of individual lesion parameters and coronary artery plaque characteristics on MACE endpoints. RESULTS Seven studies covered 1218 patients with diabetes and 3038 patients without diabetes. The follow-up time ranged from 2 to 5.4 years. The pooled results indicated that in all CAD lesions, DM was more strongly associated with MACE, myocardial infarction (MI), revascularization, and rehospitalization for unstable or progressive angina. The pooled OR was 1.82 (95% CI: 1.42 to 2.33, I2 = 0%, P < 0.00001) for MACE, 2.36 (95% CI: 1.47 to 3.79, I2 = 0%, P = 0.0004) for MI, 1.83 (95% CI: 1.33 to 2.53, I2 = 0%, P = 0.0002) for revascularization, and 1.65 (95% CI: 1.20 to 2.27, I2 = 0%, P = 0.002) for rehospitalization respectively. Subgroup analysis of culprit lesions (CLs) revealed significant differences between DM and non-DM for MACE, MI, revascularization, and stent thrombosis. While non-culprit lesions (NCLs) showed differences for MACE, MI, revascularization, and rehospitalization between the two groups. CONCLUSION The rates of MACE, MI, and revascularization are greater in DM than in non-DM patients in terms of all lesions, CLs, and NCLs. Except for CLs, the readmission rate is greater for unstable or progressive angina. Plaque characteristics are similar between patients with and without diabetes. Prospero registration number CRD42023474226.
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Affiliation(s)
- Yuchen Ma
- Department of Medical Informatics, Medical School of Nantong University, Nantong, 226001, China
| | - Huiying Gao
- Department of Medical Informatics, Medical School of Nantong University, Nantong, 226001, China
| | - Huiqun Wu
- Department of Medical Informatics, Medical School of Nantong University, Nantong, 226001, China.
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Premyodhin N, Fan W, Arora M, Budoff MJ, Kanaya AM, Kandula N, Palaniappan L, Rana JS, Younus M, Wong ND. Association of diabetes with coronary artery calcium in South Asian adults and other race/ethnic groups: The multi-ethnic study of atherosclerosis and the mediators of atherosclerosis in South Asians living in America study. Diab Vasc Dis Res 2023; 20:14791641231204368. [PMID: 37795703 PMCID: PMC10557421 DOI: 10.1177/14791641231204368] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/06/2023] Open
Abstract
PURPOSE South Asian (SA) persons have increased risks for diabetes mellitus (DM) and atherosclerotic cardiovascular disease (ASCVD). We examined whether the association of DM with subclinical atherosclerosis assessed by coronary artery calcium (CAC) differs in SA versus other ethnic groups. METHODS We studied adults from the Multi-Ethnic Study of Atherosclerosis and the Mediators of Atherosclerosis in South Asians Living in America studies without ASCVD. CAC was examined among those normoglycemic, pre-DM and DM. Logistic regression examined pre-DM and DM with the odds of any CAC > 0 and CAC ≥ 100. RESULTS Among 7562 participants, CAC > 0 and CAC ≥ 100 in those with DM was highest in non-Hispanic White (NHW) (80% and 48%) and SA (72% and 41%) persons. Adjusted Ln (CAC + 1) was highest in NHW (3.68 ± 0.21) and SA (3.60 ± 0.23) (p < .01) DM patients. SA and NHW adults with DM (vs normoglycemic) had highest odds of CAC > 0 (2.13 and 2.27, respectively, p < .01). For CAC ≥ 100, SA and Chinese adults had the highest odds (2.28 and 2.27, respectively, p < .01). Fasting glucose and glycated hemoglobin were most strongly associated with CAC among SA. CONCLUSIONS Diabetes mellitus most strongly relates to any CAC in SA and NHW adults and CAC ≥ 100 in SA and Chinese adults, helping to explain the relation of DM with ASCVD in these populations.
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Affiliation(s)
- Ned Premyodhin
- Division of Cardiology, University of California, Irvine, Irvine, CA, USA
| | - Wenjun Fan
- Division of Cardiology, University of California, Irvine, Irvine, CA, USA
| | - Millie Arora
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Matthew J Budoff
- Harbor-UCLA Medical Center, Lundquist Institute, Torrance, CA, USA
| | - Alka M Kanaya
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Namratha Kandula
- Department of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Jamal S Rana
- Department of Cardiology, Kaiser Permanente, Oakland, CA, USA
| | - Masood Younus
- Department of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Nathan D Wong
- Division of Cardiology, University of California, Irvine, Irvine, CA, USA
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3
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Zhang J, Pang Q, Wang S, Wu L, Zhang A. Associated factors of cardiac valve calcification and its prognostic effects among patients with chronic kidney disease: a systematic review and meta-analysis. Front Cardiovasc Med 2023; 10:1120634. [PMID: 37180797 PMCID: PMC10169583 DOI: 10.3389/fcvm.2023.1120634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Accepted: 04/10/2023] [Indexed: 05/16/2023] Open
Abstract
Background Cardiac valve calcification (CVC) is highly prevalent and a risk factor for adverse outcomes in patients with chronic kidney disease (CKD). This meta-analysis aimed to investigate the risk factors for CVC and association between CVC and mortality in CKD patients. Method Three electronic databases including PubMed, Embase, and Web of Science were searched for relevant studies up to November 2022. Hazard ratios (HR), odds ratios (OR), and 95% confidence intervals (CI) were pooled using random-effect meta-analyses. Results 22 studies were included in the meta-analysis. Pooled analyses showed that CKD patients with CVC were relatively older, had a higher body mass index, left atrial dimension, C-reaction protein level, and a declined ejection fraction. Calcium and phosphate metabolism dysfunction, diabetes, coronary heart disease, and duration of dialysis were all predictors for CVC in CKD patients. The presence of CVC (both aortic valve and mitral valve) increased the risk of all-cause and cardiovascular mortality in CKD patients. However, the prognostic value of CVC for mortality was not significant anymore in patients with peritoneal dialysis. Conclusion CKD patients with CVC had a greater risk of all-cause and cardiovascular mortality. Multiple associated factors for development of CVC in CKD patients should be taken into consideration by healthcare professionals to improve prognosis. Systematic Review Registration https://www.crd.york.ac.uk/PROSPERO/, identifier [CRD42022364970].
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Affiliation(s)
- Jialing Zhang
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Qi Pang
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Shiyuan Wang
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Leiyun Wu
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Aihua Zhang
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Disorders, Xuanwu Hospital, Capital Medical University, Beijing, China
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4
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Rao Z, Zheng Y, Xu L, Wang Z, Zhou Y, Chen M, Dong N, Cai Z, Li F. Endoplasmic Reticulum Stress and Pathogenesis of Vascular Calcification. Front Cardiovasc Med 2022; 9:918056. [PMID: 35783850 PMCID: PMC9243238 DOI: 10.3389/fcvm.2022.918056] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/30/2022] [Indexed: 12/05/2022] Open
Abstract
Vascular calcification (VC) is characterized by calcium phosphate deposition in blood vessel walls and is associated with many diseases, as well as increased cardiovascular morbidity and mortality. However, the molecular mechanisms underlying of VC development and pathogenesis are not fully understood, thus impeding the design of molecular-targeted therapy for VC. Recently, several studies have shown that endoplasmic reticulum (ER) stress can exacerbate VC. The ER is an intracellular membranous organelle involved in the synthesis, folding, maturation, and post-translational modification of secretory and transmembrane proteins. ER stress (ERS) occurs when unfolded/misfolded proteins accumulate after a disturbance in the ER environment. Therefore, downregulation of pathological ERS may attenuate VC. This review summarizes the relationship between ERS and VC, focusing on how ERS regulates the development of VC by promoting osteogenic transformation, inflammation, autophagy, and apoptosis, with particular interest in the molecular mechanisms occurring in various vascular cells. We also discuss, the therapeutic effects of ERS inhibition on the progress of diseases associated with VC are detailed.
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Affiliation(s)
- Zhenqi Rao
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yidan Zheng
- Basic Medical School, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Li Xu
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zihao Wang
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ying Zhou
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ming Chen
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Nianguo Dong
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhejun Cai
- Department of Cardiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Fei Li
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Johnson M, Brook JR, Brook RD, Oiamo TH, Luginaah I, Peters PA, Spence JD. Traffic-Related Air Pollution and Carotid Plaque Burden in a Canadian City With Low-Level Ambient Pollution. J Am Heart Assoc 2020; 9:e013400. [PMID: 32237976 PMCID: PMC7428640 DOI: 10.1161/jaha.119.013400] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background The association between fine particulate matter and cardiovascular disease has been convincingly demonstrated. The role of traffic‐related air pollutants is less clear. To better understand the role of traffic‐related air pollutants in cardiovascular disease development, we examined associations between NO2, carotid atherosclerotic plaque, and cardiometabolic disorders associated with cardiovascular disease. Methods and Results Cross‐sectional analyses were conducted among 2227 patients (62.9±13.8 years; 49.5% women) from the Stroke Prevention and Atherosclerosis Research Centre (SPARC) in London, Ontario, Canada. Total carotid plaque area measured by ultrasound, cardiometabolic disorders, and residential locations were provided by SPARC medical records. Long‐term outdoor residential NO2 concentrations were generated by a land use regression model. Associations between NO2, total carotid plaque area, and cardiometabolic disorders were examined using multiple regression models adjusted for age, sex, smoking, and socioeconomic status. Mean NO2 was 5.4±1.6 ppb in London, Ontario. NO2 was associated with a significant increase in plaque (3.4 mm2 total carotid plaque area per 1 ppb NO2), exhibiting a linear dose‐response. NO2 was also positively associated with triglycerides, total cholesterol, and the ratio of low‐ to high‐density lipoprotein cholesterol (P<0.05). Diabetes mellitus mediated the relationship between NO2 and total carotid plaque area (P<0.05). Conclusions Our results demonstrate that even low levels of traffic‐related air pollutants are linked to atherosclerotic plaque burden, an association that may be partially attributable to pollution‐induced diabetes mellitus. Our findings suggest that reducing ambient concentrations in cities with NO2 below current standards would result in additional health benefits. Given the billions of people exposed to traffic emissions, our study supports the global public health significance of reducing air pollution.
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Affiliation(s)
- Markey Johnson
- Air Health Science Division Health Canada Ottawa Ontario Canada
| | - Jeffrey R Brook
- Dalla Lana School of Public Health and Department of Chemical Engineering and Applied Chemistry University of Toronto Ontario Canada
| | - Robert D Brook
- Department of Internal Medicine University of Michigan Ann Arbor MI
| | - Tor H Oiamo
- Department of Geography and Environmental Studies Ryerson University Toronto Ontario Canada
| | - Isaac Luginaah
- Department of Geography Western University London Ontario Canada
| | - Paul A Peters
- Department of Health Sciences Carleton University Ottawa Ontario Canada
| | - J David Spence
- Department of Neurology and Clinical Pharmacology Western University London Ontario Canada.,Stroke Prevention and Atherosclerosis Research Centre Robarts Research Institute Western University London Ontario Canada
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Wong YK, Cheung CYY, Tang CS, Au KW, Hai JSH, Lee CH, Lau KK, Cheung BMY, Sham PC, Xu A, Lam KSL, Tse HF. Age-Biomarkers-Clinical Risk Factors for Prediction of Cardiovascular Events in Patients With Coronary Artery Disease. Arterioscler Thromb Vasc Biol 2019; 38:2519-2527. [PMID: 30354221 DOI: 10.1161/atvbaha.118.311726] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Objective- In patients with stable coronary artery disease, conventional risk factors provide limited incremental predictive value for cardiovascular events. We sought to investigate whether a panel of cardiometabolic biomarkers alone or combined with conventional risk factors would exhibit incremental value in the prediction of cardiovascular events. Approach and Results- In the discovery cohort, we measured serum adiponectin, A-FABP (adipocyte fatty acid-binding protein), lipocalin-2, FGF (fibroblast growth factor)-19 and 21, plasminogen activator inhibitor-1, and retinol-binding protein-4 in 1166 Chinese coronary artery disease patients. After a median follow-up of 35 months, 170 patients developed new-onset major adverse cardiovascular events (MACE). In the model with age ≥65 years and conventional risk factors, area under the curve for predicting MACE was 0.68. Addition of lipocalin-2 to the age-clinical risk factor model improved predictive accuracy (area under the curve=0.73). Area under the curve further increased to 0.75 when a combination of lipocalin-2, A-FABP, and FGF-19 was added to yield age-biomarkers-clinical risk factor model. The adjusted hazard ratio on MACEs for lipocalin-2, A-FABP, and FGF-19 levels above optimal cutoffs were 2.23 (95% CI, 1.62-3.08), 1.99 (95% CI, 1.43-2.76), and 1.65 (95% CI, 1.15-2.35), respectively. In the validation cohort of 1262 coronary artery disease patients with type 2 diabetes mellitus, the age-biomarkers-clinical risk factor model was confirmed to provide good discrimination and calibration over the conventional risk factor alone for prediction of MACE. Conclusions- A combination of the 3 biomarkers, lipocalin-2, A-FABP, and FGF-19, with clinical risk factors to yield the age-biomarkers-clinical risk factor model provides an optimal and validated prediction of new-onset MACE in patients with stable coronary artery disease.
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Affiliation(s)
- Yuen-Kwun Wong
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China
| | - Chloe Y Y Cheung
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China
| | - Clara S Tang
- Department of Surgery (C.S.T.), the University of Hong Kong, China
| | - Ka-Wing Au
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China
| | - JoJo S H Hai
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China
| | - Chi-Ho Lee
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China
| | - Kui-Kai Lau
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China
| | - Bernard M Y Cheung
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China
| | - Pak-Chung Sham
- Department of Psychiatry (P.-C.S.), the University of Hong Kong, China.,Centre for Genomic Sciences, Li Ka Shing Faculty of Medicine (P.-C.S.), the University of Hong Kong, China.,State Key Laboratory in Brain and Cognitive Sciences (P.-C.S.), the University of Hong Kong, China
| | - Aimin Xu
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China.,State Key Laboratory of Pharmaceutical Biotechnology (A.X., K.S.L.L.), the University of Hong Kong, China.,Department of Pharmacology & Pharmacy (A.X.), the University of Hong Kong, China
| | - Karen S L Lam
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China.,State Key Laboratory of Pharmaceutical Biotechnology (A.X., K.S.L.L.), the University of Hong Kong, China
| | - Hung-Fat Tse
- From the Department of Medicine (Y.-K.W., C.Y.Y.C., K.-W.A., J.S.H.H., C.-H.L., K.-K.L., B.M.Y.C., A.X., K.S.L.L., H.-F.T.), the University of Hong Kong, China.,Hong Kong-Guangdong Joint Laboratory on Stem Cell and Regenerative Medicine (H.-F.T.), the University of Hong Kong, China.,Shenzhen Institutes of Research and Innovation (H.-F.T.), the University of Hong Kong, China.,Department of Medicine, Shenzhen Hong Kong University Hospital, China (H.-F.T.)
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Zhang L, Sun H, Liu S, Gao J, Xia J. Glycemic variability is associated with vascular calcification by the markers of endoplasmic reticulum stress-related apoptosis, Wnt1, galectin-3 and BMP-2. Diabetol Metab Syndr 2019; 11:67. [PMID: 31452690 PMCID: PMC6701112 DOI: 10.1186/s13098-019-0464-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 08/13/2019] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The present study identified whether glycemic variability (GV) was associated with vascular calcification and explored the underlying mechanisms. METHODS Eighty-four consecutive type 2 diabetic patients with unstable angina (UA) were included from January 2018 to June 2018 to calculate calcification scores using computerized tomographic angiography (CTA), and the patients were divided into 2 groups: high calcification score group (HCS group) and low calcification score group (LCS group). Intergroup differences in GV were determined via comparisons of the standard deviation (SD) of blood glucose. Calcification staining, content measurement, apoptosis evaluation and Western blot analysis of endoplasmic reticulum (ER) stress-related apoptosis, Wnt1, galectin-3 and bone morphogenetic protein-2 (BMP-2) were compared in cell cultures from rat vascular smooth muscle cells in the different degrees of GV. RESULTS The SD increased significantly with the increases in calcification scores from human studies (HCS group 2.37 ± 0.82 vs. LCS group 1.87 ± 0.78, p = 0.007). Multivariate logistic regression analysis suggested that increased SD and serum creatinine were independent predictors of calcification. The high GV group had a higher apoptotic rate, higher calcification content and higher expressions of glucose-regulated protein, caspase-3, Wnt1, galectin-3 and BMP-2 markers compared to the low GV group in the in vitro studies (p < 0.001). CONCLUSION We report the novel finding that GV is associated with vascular calcification, and ER stress-related apoptosis, Wnt1, galectin-3 and BMP-2 may be involved in this regulation.
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Affiliation(s)
- Li Zhang
- Department of Geriatrics, Xuanwu Hospital, Capital Medical University, China National Clinical Research Center for Geriatric Medicine, Beijing, 100053 China
| | - Haichen Sun
- Surgical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, 100053 China
| | - Shuang Liu
- Surgical Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, 100053 China
| | - Jinhuan Gao
- Department of Cardiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053 China
| | - Jinggang Xia
- Department of Cardiology, Xuanwu Hospital, Capital Medical University, Beijing, 100053 China
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Tsai IT, Wang CP, Lu YC, Hung WC, Wu CC, Lu LF, Chung FM, Hsu CC, Lee YJ, Yu TH. The burden of major adverse cardiac events in patients with coronary artery disease. BMC Cardiovasc Disord 2017; 17:1. [PMID: 28052754 PMCID: PMC5210314 DOI: 10.1186/s12872-016-0436-7] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 12/07/2016] [Indexed: 12/30/2022] Open
Abstract
Background Patients with a history of cardiovascular disease are at high risk of developing secondary major adverse cardiac events (MACE). This study aimed to identify independent predictors of MACE after hospital admission which could be used to identify of high-risk patients who may benefit from preventive strategies. Methods This study included 1,520 consecutive patients with coronary artery disease (CAD) (654 with acute coronary syndrome (ACS) and 866 with elective percutaneous coronary intervention (PCI) patients) who received PCI and/or stenting. MACE was defined as all-cause mortality or rehospitalization for a cardiovascular- related illness. Cardiovascular-related illnesses included heart failure, reinfarction (nonfatal), recurrence of angina pectoris and repeat PCI or coronary artery bypass graft. Results During a mean follow-up period of 32 months, 558 of the 1,520 patients developed at least one MACE. Cox regression analysis showed that the baseline clinical and biochemical variables which associated with MACE were age, being illiterate, a widow or widower, and/or economically dependent, having triple vessel disease, stent implantation, anemia, and/or diabetes mellitus, waist to hip ratio (WHR), diastolic blood pressure, fasting glucose, total cholesterol, high-density lipoprotein cholesterol (HDL-C), creatinine, estimated glomerular filtration rate (eGFR), red blood cell count, hemoglobin, hematocrit, and mean corpuscular-hemoglobin concentration (MCHC) in ACS patients, and age, malnourished, and/or economically dependent, taking hypoglycemic medication, having triple vessel disease, stent implantation, anemia, diabetes mellitus, and/or hypertension, WHR, fasting glucose, HDL-C, uric acid, creatinine, eGFR, high-sensitivity C-reactive protein, mean corpuscular volume, and MCHC in elective PCI patients. Using multivariate Cox regression analysis, we found the MACE’s independent factors are triple vessel disease, stent implantation, hypertension, and eGFR in ACS patients, and having triple vessel disease, stent implantation, hypertension, and uric acid in elective PCI patients. Conclusions Having triple vessel disease, stent implantation, hypertension, and eGFR or uric acid independently predicted MACE in patients with CAD after long-term follow-up. Fortunately, these factors are modifiable and should be identified and monitored early.
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Affiliation(s)
- I-Ting Tsai
- Department of Emergency, E-Da Hospital, I-Shou University, Kaohsiung, 82445, Taiwan.,Department of Nursing, I-Shou University, Kaohsiung, 82445, Taiwan
| | - Chao-Ping Wang
- Division of Cardiology, E-Da Hospital, I-Shou University, No. 1, Yi-Da Rd, Jiau-Shu Village, Yan-Chao District, Kaohsiung, 82445, Taiwan.,School of Medicine for International Students, E-Da Hospital, I-Shou University, Kaohsiung, 82445, Taiwan
| | - Yung-Chuan Lu
- Division of Endocrinology and Metabolism, E-Da Hospital, I-Shou University, Kaohsiung, 82445, Taiwan.,School of Medicine for International Students, E-Da Hospital, I-Shou University, Kaohsiung, 82445, Taiwan
| | - Wei-Chin Hung
- Division of Cardiology, E-Da Hospital, I-Shou University, No. 1, Yi-Da Rd, Jiau-Shu Village, Yan-Chao District, Kaohsiung, 82445, Taiwan
| | - Cheng-Ching Wu
- Division of Cardiology, E-Da Hospital, I-Shou University, No. 1, Yi-Da Rd, Jiau-Shu Village, Yan-Chao District, Kaohsiung, 82445, Taiwan.,Department of Biomedical Engineering, National Cheng Kung University, Tainan, 70101, Taiwan
| | - Li-Fen Lu
- Division of Cardiac Surgery, Department of Surgery, E-Da Hospital, I-Shou University, Kaohsiung, 82445, Taiwan
| | - Fu-Mei Chung
- Division of Cardiology, E-Da Hospital, I-Shou University, No. 1, Yi-Da Rd, Jiau-Shu Village, Yan-Chao District, Kaohsiung, 82445, Taiwan
| | - Chia-Chang Hsu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Hospital, I-Shou University, Kaohsiung, 82445, Taiwan
| | | | - Teng-Hung Yu
- Division of Cardiology, E-Da Hospital, I-Shou University, No. 1, Yi-Da Rd, Jiau-Shu Village, Yan-Chao District, Kaohsiung, 82445, Taiwan.
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