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Yu H, Wei D, Liao W, Shang X, Li D, Liu C, Deng Q, Huangfu H. Exosome-mediated effects of BRCA1 on cardiovascular artery disease. Cell Biol Toxicol 2025; 41:59. [PMID: 40080209 PMCID: PMC11906578 DOI: 10.1007/s10565-025-09996-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 01/28/2025] [Indexed: 03/15/2025]
Abstract
The progression of coronary artery disease atherosclerosis (CAD) is closely associated with cardiomyocyte apoptosis and inflammatory responses. This study focused on investigating the impact of BRCA1 in exosomes (Exo) derived from M1 macrophages on CAD. Through the analysis of single-cell RNA-seq datasets, significant communication between macrophages and cardiomyocytes in CAD patients was observed. BRCA1, identified as a significant apoptosis-related gene, was pinpointed through the assessment of differential gene expression and weighted gene co-expression network analysis (WGCNA). Experimental procedures involved BRCA1 lentivirus transfection of M1 macrophages, isolation of Exo for application to cardiomyocytes and smooth muscle cells, cell viability assessments, and characterization of Exo. The results showed that BRCA1-Exo from M1 macrophages induced cardiomyocyte apoptosis and affected smooth muscle cell behavior. In vivo studies further supported the exacerbating effects of BRCA1-Exo on CAD progression. Overall, the involvement of Exo carrying BRCA1 from M1 macrophages is evident in the induction of cardiomyocyte apoptosis and the regulation of smooth muscle cell behaviors, thereby contributing to CAD atherosclerosis progression. These findings unveil novel molecular targets that could have potential implications for CAD treatment strategies.
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Affiliation(s)
- Hairui Yu
- Department of Preventive Medicine, Shenzhen Hospital of Shanghai University of Traditional Chinese Medicine, Shenzhen, 518000, China
| | - Dong Wei
- Department of Preventive Medicine, Shenzhen Hospital of Shanghai University of Traditional Chinese Medicine, Shenzhen, 518000, China
| | - Weiqian Liao
- Department of Cardiology, Shenzhen Hospital of Shanghai University of Traditional Chinese Medicine, Shenzhen, 518000, China
| | - Xiaoming Shang
- Department of Cardiology, Shenzhen Hospital of Shanghai University of Traditional Chinese Medicine, Shenzhen, 518000, China
| | - Dandan Li
- Department of Cardiology, Shenzhen Hospital of Shanghai University of Traditional Chinese Medicine, Shenzhen, 518000, China
| | - Chunzhao Liu
- Department of Preventive Medicine, Shenzhen Hospital of Shanghai University of Traditional Chinese Medicine, Shenzhen, 518000, China
| | - Qimei Deng
- Department of Preventive Medicine, Shenzhen Hospital of Shanghai University of Traditional Chinese Medicine, Shenzhen, 518000, China
| | - Haiquan Huangfu
- Department of Cardiology, Shenzhen Hospital of Shanghai University of Traditional Chinese Medicine, Shenzhen, 518000, China.
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Wu CC, Wu CH, Lee CH, Chen TY, Cheng CI. Prognostic Value of Neutrophil, Monocyte, Lymphocyte, and Platelet/High-Density Lipoprotein Ratios in Ischemic Heart Disease: An NHANES Analysis. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:2084. [PMID: 39768963 PMCID: PMC11678046 DOI: 10.3390/medicina60122084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 11/27/2024] [Accepted: 12/13/2024] [Indexed: 01/11/2025]
Abstract
The prognostic value of easily accessible hematologic biomarkers, such as the neutrophil-to-HDL ratio, as well as the monocyte-to-HDL, lymphocyte-to-HDL, and platelet-to-HDL ratios, remains underexplored in patients with established ischemic heart disease (IHD). Community-dwelling adults aged ≥ 20 with established IHD from the National Health and Nutrition Examination Survey (NHANES) 1999-2018 were eligible. Mortality was tracked through linkage to the National Death Index (NDI) until the end of 2019. Cox regressions examined the associations between these hematologic ratios and all-cause mortality. Receiver operating characteristic (ROC) curve analysis assessed the predictive accuracy of these ratios for mortality. A total of 2265 patients were analyzed, with a median follow-up period of 80 months. After adjusting for demographic factors, lifestyle variables, and comorbidities, patients in the highest quartile of the neutrophil/HDL had a significantly increased all-cause mortality risk (aHR = 1.41, 95% CI: 1.13-1.77) compared to those in the lowest quartile. No significant associations were found between the other ratios and mortality. In conclusion, this study found that among the hematologic ratios analyzed, an elevated neutrophil-to-HDL ratio has the strongest potential for mortality risk stratification in community-dwelling patients with ischemic heart disease in the US, offering important guidance for both patients and clinicians.
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Affiliation(s)
- Chia-Chen Wu
- Division of Thoracic and Cardiovascular Surgery, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City 833, Taiwan;
| | - Chia-Hui Wu
- Department of Medical Imaging, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung City 807, Taiwan;
| | - Chien-Ho Lee
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City 833, Taiwan; (C.-H.L.); (T.-Y.C.)
| | - Tien-Yu Chen
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City 833, Taiwan; (C.-H.L.); (T.-Y.C.)
| | - Cheng-I Cheng
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung City 833, Taiwan; (C.-H.L.); (T.-Y.C.)
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Liu W, Qian S, Hu Y, Zhang R. The Serial Mediation Effects of Social Support and Self-Efficacy on Health Literacy and Self-Management Behaviors Among Young and Middle-Aged Cardiac Patients After Percutaneous Coronary Intervention: A Cross-Sectional Study in China. Risk Manag Healthc Policy 2024; 17:2893-2906. [PMID: 39600348 PMCID: PMC11590655 DOI: 10.2147/rmhp.s486800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 11/15/2024] [Indexed: 11/29/2024] Open
Abstract
Background Coronary heart disease (CHD) is a significant public health concern affecting an increasing number of young and middle-aged adults. Effective self-management is essential to promote the recovery and quality of life of patients with CHD after percutaneous coronary intervention (PCI), and is closely related to health literacy. However, little is known about the underlying mechanisms of this association. Objective This study aimed to investigate the mediating effects of social support and self-efficacy in the relationship between health literacy and self-management behaviors among young and middle-aged patients with CHD after PCI. Methods A cross-sectional study was conducted among 360 CHD patients aged 18-59 who after PCI within 1 to 3 months. The data were collected from September 2022 to July 2023 in a tertiary hospital in China. The questionnaires were utilized to gather data on demographic characteristics, social support, self-efficacy, health literacy, and self-management behaviors. The serial mediation model was examined via bootstrapping techniques using SPSS PROCESS v.4.3 macros (Model 6). Results Participants health literacy was associated with self-management behaviors both directly (β=0.334, P<0.001) and indirectly through social support (β=0.149, P<0.001) and self-efficacy (β=0.095, P<0.001). Social support and self-efficacy serially mediated the association between health literacy and self-management behaviors (β=0.226, P<0.001), with the total indirect effects accounting for 44.3%, these three mediating paths account for 24.8%, 15.8%, and 3.7% of the overall effect, respectively. Conclusion Health literacy influences self-management behaviors that the study's findings suggest were significant. Social support and self-efficacy act as mediators in the relationship between health literacy and self-management behaviors. Our findings provide helpful guidance for the future development of targeted and effective psychosocial interventions to enhance CHD patients' self-management, ultimately improving prognosis and quality of life.
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Affiliation(s)
- Wenqin Liu
- DSA Center, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China
| | - Shuyan Qian
- DSA Center, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China
| | - Yihan Hu
- Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China
| | - Ruo Zhang
- Nurse Practitioner, Nursing Department, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China
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Gasulla Ó, Sarría-Santamera A, Mazaira-Font FA, García-Montero C, Fraile-Martinez O, Cantalapiedra D, Carrillo-Rodríguez MF, Gómez-Valcárcel B, Ortega MÁ, Álvarez-Mon M, Asúnsolo A. Evolution of the Percutaneous Coronary Intervention (PCI) and Coronary Artery Bypass Grafting (CABG) Indication and Mortality Rates in Spain from 2010 to 2019. J Cardiovasc Dev Dis 2024; 11:369. [PMID: 39590212 PMCID: PMC11594947 DOI: 10.3390/jcdd11110369] [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: 10/06/2024] [Revised: 11/10/2024] [Accepted: 11/11/2024] [Indexed: 11/28/2024] Open
Abstract
Percutaneous coronary intervention (PCI) and coronary artery bypass grafting (CABG) are the main interventional treatments for coronary artery disease (CAD) patients. Both procedures are constantly being perfected and developed. This study aims to analyze the evolution of intervention mortality rates of PCI and CABG in recent years in Spain. We use a database of all hospital discharges from CABG and PCI procedures in Spain during two periods, between the years 2010 to 2012 and 2016 to 2019. We elaborate two multivariate regression logistic models to test the differences in mortality between the two periods and the two procedures, adjusting the mortality rates by age, gender, and comorbidities. We find strong evidence that CABG significantly reduced mortality rates, especially in complex patients, while PCI remained almost constant. We also discuss how physicians incorporate the improvement in procedures' performance into the decision-making for the recommendation of these two procedures in CAD patient management.
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Affiliation(s)
- Óscar Gasulla
- Hospital Universitari de Bellvitge, Universitat de Barcelona, L’Hospitalet de Llobregat, 08907 Barcelona, Spain;
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (M.F.C.-R.); (B.G.-V.)
| | - Antonio Sarría-Santamera
- Department of Biomedical Sciences, Nazarbayev University School of Medicine, Astana 010000, Kazakhstan
| | - Ferran A. Mazaira-Font
- Departament d’Econometria, Estadística i Economia Aplicada, Universitat de Barcelona, 08907 Barcelona, Spain;
| | - Cielo García-Montero
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (C.G.-M.); (O.F.-M.); (M.Á.O.); (M.Á.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
| | - Oscar Fraile-Martinez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (C.G.-M.); (O.F.-M.); (M.Á.O.); (M.Á.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
| | | | - Manuel F. Carrillo-Rodríguez
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (M.F.C.-R.); (B.G.-V.)
| | - Belen Gómez-Valcárcel
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (M.F.C.-R.); (B.G.-V.)
| | - Miguel Á. Ortega
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (C.G.-M.); (O.F.-M.); (M.Á.O.); (M.Á.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
| | - Melchor Álvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (C.G.-M.); (O.F.-M.); (M.Á.O.); (M.Á.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
- Networking Research Center on for Liver and Digestive Diseases (CIBEREHD), Immune System Diseases-Rheumatology and Internal Medicine Service, University Hospital Prince of Asturias, 28806 Alcala de Henares, Spain
| | - Angel Asúnsolo
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (M.F.C.-R.); (B.G.-V.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
- Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, University of New York, New York, NY 10027, USA
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Zhan W, Luo Y, Luo H, Zhou Z, Yin N, Li Y, Feng X, Yang Y. Predicting major adverse cardiovascular events in angina patients using radiomic features of pericoronary adipose tissue based on CCTA. Front Cardiovasc Med 2024; 11:1462451. [PMID: 39544308 PMCID: PMC11560751 DOI: 10.3389/fcvm.2024.1462451] [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: 07/17/2024] [Accepted: 09/23/2024] [Indexed: 11/17/2024] Open
Abstract
Objective This study aims to evaluate whether radiomic features of pericoronary adipose tissue (PCAT) derived from coronary computed tomography angiography (CCTA) can better predict major adverse cardiovascular events (MACE) in patients with angina pectoris. Methods A single-center retrospective study included 239 patients with angina pectoris who underwent coronary CT examinations. Participants were divided into MACE (n = 46) and non-MACE (n = 193) groups based on the occurrence of MACE during follow-up, and further allocated into a training cohort (n = 167) and a validation cohort (n = 72) at a 7:3 ratio. Automatic segmentation of PCAT surrounding the proximal segments of the left anterior descending artery (LAD), left circumflex coronary artery (LCX), and right coronary artery (RCA) was performed for all patients. Radiomic features of the coronary arteries were extracted, screened, and integrated while quantifying the fat attenuation index (FAI) for the three vessels. Univariate and multivariate logistic regression analyses were utilized to select clinical predictors of adverse cardiovascular events. Subsequently, machine learning techniques were employed to construct models based on FAI, clinical features, and radiomic characteristics. The predictive performance of each model was assessed and compared using receiver operating characteristic (ROC) curves, calibration plots, and decision curve analysis for clinical utility. Results The radiomics model demonstrated superior performance in predicting MACE in patients with angina pectoris within both the training and validation cohorts, yielding areas under the curve (AUC) of 0.83 and 0.71, respectively, which significantly outperformed the FAI model (AUC = 0.71, 0.54) and the clinical model (AUC = 0.81, 0.67), with statistically significant differences in AUC (p < 0.05). Calibration curves for all three predictive models exhibited good fit (all p > 0.05). Decision curve analysis indicated that the radiomics model provided higher clinical benefit than the traditional clinical and FAI models. Conclusion The CCTA-based PCAT radiomics model is an effective tool for predicting MACE in patients with angina pectoris, assisting clinicians in optimizing risk stratification for individual patients. The CCTA-based radiomics model significantly surpasses traditional FAI and clinical models in predicting major adverse cardiovascular events in patients with angina pectoris.
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Affiliation(s)
- Weisheng Zhan
- Department of Cardiology, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Yanfang Luo
- Department of Cardiology, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Hui Luo
- Department of Thoracic Surgery, Nan Chong Center Hospital, Nanchong, China
| | - Zheng Zhou
- Department of Cardiology, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Nianpei Yin
- Department of Cardiology, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Yixin Li
- Department of Cardiology, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Xinyi Feng
- Department of Cardiology, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Ying Yang
- Department of Cardiology, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
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Wen ZY, Li FP, Wu TT, Hou XG, Pan Y, Deng CJ, Li YX, He XC, Gao WT, Chen HX, Zheng YY, Xie X. Association of hemoglobin glycation index with clinical outcomes in patients with coronary artery disease: a prospective cohort study. Diabetol Metab Syndr 2024; 16:241. [PMID: 39367504 PMCID: PMC11451236 DOI: 10.1186/s13098-024-01475-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 09/22/2024] [Indexed: 10/06/2024] Open
Abstract
BACKGROUND To analyze the association between the hemoglobin glycation index (HGI) and the long-term prognosis of patients with coronary artery disease (CAD). METHODS HGI represented the difference between laboratory measured Hemoglobin A1c (HbA1c) and predicted HbA1c based on a liner regression between Hb1Ac and fasting plasma glucose (FPG). A total of 10 598 patients who treated with percutaneous coronary intervention (PCI) were stratified into three groups (low HGI group: HGI<-0.506, medium HGI group: -0.506 ≤ HGI < 0.179, and high HGI group: HGI ≥ 0.179). The primary endpoints includes all-cause mortality (ACM) and cardiac mortality (CM). The secondary endpoints were major adverse cardiac events (MACEs) and major adverse cardiac and cerebrovascular events (MACCEs). RESULTS A total of 321 ACMs, 243 CMs, 774 MACEs, and 854 MACCEs were recorded during a 60-month follow-up period. After adjusting for confounders using a multivariate Cox regression analysis, the patients in the low HGI group had a significantly increased risk of ACM (adjusted HR = 1.683, 95%CI:1.179-2.404, P = 0.004) and CM (HR = 1.604, 95%CI:1.064-2.417, P = 0.024) as compared with patients in the medium HGI group. Similarly, the patients in the high HGI group had an increased risk of MACEs (HR = 1.247, 95% CI: 1.023-1.521, P = 0.029) as compared with patients in the medium HGI group. For ACM, CM, and MACEs, a U-shaped relation were found among these three groups. However, we did not find significant differences in the incidence of MACCEs among these three groups. CONCLUSION The present study indicates that HGI could be an independent predictor for the risk of mortality and MACEs in patients with CAD.
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Affiliation(s)
- Zhi-Ying Wen
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China
| | - Fa-Peng Li
- Department of Cardiology, Fifth Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Ting-Ting Wu
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China
| | - Xian-Geng Hou
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China
| | - Ying Pan
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China
| | - Chang-Jiang Deng
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China
| | - Yan-Xiao Li
- Department of Cardiology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Xue-Chun He
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China
| | - Wei-Tong Gao
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China
| | - Hong-Xia Chen
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China
| | - Ying-Ying Zheng
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China.
| | - Xiang Xie
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China.
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Tu L, Deng Y, Chen Y, Luo Y. Accuracy of deep learning in the differential diagnosis of coronary artery stenosis: a systematic review and meta-analysis. BMC Med Imaging 2024; 24:243. [PMID: 39285323 PMCID: PMC11403958 DOI: 10.1186/s12880-024-01403-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 08/19/2024] [Indexed: 09/20/2024] Open
Abstract
BACKGROUND In recent years, as deep learning has received widespread attention in the field of heart disease, some studies have explored the potential of deep learning based on coronary angiography (CAG) or coronary CT angiography (CCTA) images in detecting the extent of coronary artery stenosis. However, there is still a lack of a systematic understanding of its diagnostic accuracy, impeding the advancement of intelligent diagnosis of coronary artery stenosis. Therefore, we conducted this study to review the accuracy of image-based deep learning in detecting coronary artery stenosis. METHODS We retrieved PubMed, Cochrane, Embase, and Web of Science until April 11, 2023. The risk of bias in the included studies was appraised using the QUADAS-2 tool. We extracted the accuracy of deep learning in the test set and performed subgroup analyses by binary and multiclass classification scenarios. We performed a subgroup analysis based on different degrees of stenosis and applied a double arcsine transformation to process the data. The analysis was done by using R. RESULTS Our systematic review finally included 18 studies, involving 3568 patients and 13,362 images. In the included studies, deep learning models were constructed based on CAG and CCTA. In binary classification tasks, the accuracy for detecting > 25%, > 50% and > 70% degrees of stenosis at the vessel level were 0.81 (95% CI: 0.71-0.85), 0.73 (95% CI: 0.58-0.88) and 0.61 (95% CI: 0.56-0.65), respectively. In multiclass classification tasks, the accuracy for detecting 0-25%, 25-50%, 50-70%, and 70-100% degrees of stenosis at the vessel level were 0.78 (95% CI: 0.73-0.84), 0.86 (95% CI: 0.78-0.93), 0.83 (95% CI: 0.70-0.97), and 0.70 (95% CI: 0.42-0.98), respectively. CONCLUSIONS Our study shows that deep learning models based on CAG and CCTA appear to be relatively accurate in diagnosing different degrees of coronary artery stenosis. However, for various degrees of stenosis, their accuracy still needs to be further improved.
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Affiliation(s)
- Li Tu
- Department of Cardiovascular Diseases, The First Branch, The First Affiliated Hospital of Chongqing Medical University, No. 191 Renmin Road, Yuzhong District, Chongqing, 400012, China.
| | - Ying Deng
- Department of Cardiovascular Diseases, The First Branch, The First Affiliated Hospital of Chongqing Medical University, No. 191 Renmin Road, Yuzhong District, Chongqing, 400012, China
| | - Yun Chen
- Department of Cardiovascular Diseases, The First Branch, The First Affiliated Hospital of Chongqing Medical University, No. 191 Renmin Road, Yuzhong District, Chongqing, 400012, China
| | - Yi Luo
- Department of Cardiovascular Diseases, The First Branch, The First Affiliated Hospital of Chongqing Medical University, No. 191 Renmin Road, Yuzhong District, Chongqing, 400012, China
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Pham MHX, Christensen DM, Kristensen AT, Middelfart C, Sindet-Pedersen C, Gislason G, Olsen NT. Association of overweight and obesity with coronary risk factors and the presence of multivessel disease in patients with obstructive coronary artery disease - A nationwide registry study. INTERNATIONAL JOURNAL OF CARDIOLOGY. CARDIOVASCULAR RISK AND PREVENTION 2024; 22:200299. [PMID: 38983607 PMCID: PMC11231706 DOI: 10.1016/j.ijcrp.2024.200299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 05/22/2024] [Accepted: 06/13/2024] [Indexed: 07/11/2024]
Abstract
Background The growing prevalence of obesity is expected to increase the burden of coronary artery disease. This study examined the prevalence of overweight and obesity in patients with a first-time diagnosis of obstructive coronary artery disease in a contemporary population. The association of body-mass-index (BMI) with age, traditional risk factors, and the presence of multivessel disease were explored. Methods and results Using the Danish Nationwide registries, we identified 49,733 patients with a first-time diagnosis of obstructive coronary artery disease in the period 2012-2018. We investigated the association between BMI and coronary risk factors by multivariate logistic regression. Mean age was 65.8 ± 11.8 years, mean BMI was 27.5 kg/m2 ± 7.2, and 73.2 % were men. 66.3 % had a BMI ≥25 kg/m2 and 1.3 % were underweight. The prevalence of patients with BMI ≥25 kg/m2 decreased with increasing age and was 69 % in patients <50 year vs. 46.2 % in patients ≥80 years (p < 0.001). In all age groups, higher odds of BMI ≥25 kg/m2 were observed in males, former smokers, and patients with hypertension. In multivariate logistic regression, BMI ≥25 kg/m2 was not associated with presence of multivessel disease (p = 0.74). Conclusion In this large, nationwide study, 66.3 % of patients with first time diagnosis of obstructive coronary disease had BMI ≥25 kg/m2. Young patients had higher BMI and were more likely to be current smokers. Overweight or obesity was independently associated with the presence of diabetes and hypertension. BMI ≥25 kg/m2 was not independently associated with the presence of multivessel disease.
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Affiliation(s)
- Maria Hang Xuan Pham
- Department of Cardiology, Copenhagen University Hospital Herlev and Gentofte, Hellerup, Denmark
| | - Daniel Mølager Christensen
- Department of Cardiology, Copenhagen University Hospital Herlev and Gentofte, Hellerup, Denmark
- Department of Cardiology, Zealand University Hospital, Roskilde, Denmark
| | - Andreas Torp Kristensen
- Department of Cardiology, Copenhagen University Hospital Herlev and Gentofte, Hellerup, Denmark
| | - Charlotte Middelfart
- Department of Cardiology, Copenhagen University Hospital Herlev and Gentofte, Hellerup, Denmark
| | - Caroline Sindet-Pedersen
- Department of Cardiology, Copenhagen University Hospital Herlev and Gentofte, Hellerup, Denmark
- The Danish Heart Foundation, Copenhagen, Denmark
| | - Gunnar Gislason
- Department of Cardiology, Copenhagen University Hospital Herlev and Gentofte, Hellerup, Denmark
- The Danish Heart Foundation, Copenhagen, Denmark
| | - Niels Thue Olsen
- Department of Cardiology, Copenhagen University Hospital Herlev and Gentofte, Hellerup, Denmark
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Wen C, Jiang Y, Chen W, Xu Y, Chen G, Zhou Q, Liu Q, Jiang H, Liu Y, Cao X, Yao Y, Zhang R, Qiu Z, Liu S. Targeting translocator protein protects against myocardial ischemia/reperfusion injury by alleviating mitochondrial dysfunction. Exp Ther Med 2024; 28:349. [PMID: 39071907 PMCID: PMC11273255 DOI: 10.3892/etm.2024.12638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 06/11/2024] [Indexed: 07/30/2024] Open
Abstract
Ischemic heart disease (IHD) remains a leading cause of mortalities worldwide, necessitating timely reperfusion to reduce acute mortality. Paradoxically, reperfusion can induce myocardial ischemia/reperfusion (I/R) injury, which is primarily characterized by mitochondrial dysfunction. Translocator protein (TSPO) participates in multiple cellular events; however, its role in IHD, especially in the process of myocardial I/R injury, has not been well determined. The aim of the present study was to investigate the functional role of TSPO in myocardial I/R injury and dissect the concomitant cellular events involved. This study utilized small interfering RNA (siRNA) technology to knock down TSPO expression. The I/R process was simulated using an anoxia/reoxygenation (A/R) model. The role of TSPO in H9c2 cardiomyocytes was assessed using various techniques, such as Western blotting, Flow cytometry, Reverse transcription-quantitative PCR (RT-qPCR), Immunofluorescence, Co-immunoprecipitation (co-IP) and similar methods. It was found that A/R markedly upregulated the expression of TSPO in cardiomyocytes. Inhibition of TSPO improved myocardial cell apoptosis and damage following A/R stimulation. Additionally, targeting TSPO alleviated mitochondrial damage, reduced mitochondrial ROS release and enhanced ATP synthesis following A/R stimulation. It was further confirmed that A/R stimulation induced a significant increase in the expression of pivotal markers [phosporylated-PKR-like ER kinase (PERK)/PERK, activating transcription factor 6 (ATF6) and inositol-requiring enzyme 1] involved in the adaptive unfolded protein response, which is accompanied by downstream signaling during endoplasmic reticulum (ER) stress. Notably, TSPO knockdown increased the expression of the aforementioned markers and, subsequently, TSPO was confirmed to interact with ATF6, suggesting that TSPO might play a role in ER stress during myocardial I/R injury. Finally, inhibition of TSPO upregulated mitophagy, as indicated by further decreases in P62 and increases in Parkin and PINK1 levels following A/R stimulation. Together, the results suggest that TSPO plays a multifaceted role in myocardial I/R injury. Understanding TSPO-induced cellular responses could inform targeted therapeutic strategies for patients with IHD.
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Affiliation(s)
- Chenghao Wen
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Yunfei Jiang
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Wen Chen
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Yueyue Xu
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Ganyi Chen
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Qiang Zhou
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Quan Liu
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Southeast University, Nanjing, Jiangsu 210006, P.R. China
| | - Hongwei Jiang
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Yafeng Liu
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Xu Cao
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Yiwei Yao
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Ruoyu Zhang
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Zhibing Qiu
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
| | - Shengchen Liu
- Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China
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10
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Krishna Mohan GV, Babar NN, Sompalli S, Mian MU, Israr F, Chaudhari SS, Wei CR, Allahwala D. Intravascular Ultrasound-Guided Versus Angiography-Guided Percutaneous Coronary Intervention: A Systematic Review and Meta-Analysis. Cureus 2024; 16:e69167. [PMID: 39398848 PMCID: PMC11468466 DOI: 10.7759/cureus.69167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/11/2024] [Indexed: 10/15/2024] Open
Abstract
This meta-analysis evaluated the clinical outcomes of intravascular ultrasound (IVUS)-guided versus angiography-guided percutaneous coronary intervention (PCI) in patients with coronary artery disease (CAD). A comprehensive literature search was conducted across major electronic databases, identifying relevant studies published up to August 15, 2024. Thirteen randomized controlled trials (RCTs) met the inclusion criteria, comparing IVUS-guided and angiography-guided PCI. The primary outcomes were major adverse cardiac events (MACE) and stent thrombosis, while secondary outcomes included all-cause mortality, cardiac mortality, myocardial infarction, and revascularization rates. Pooled analysis revealed that IVUS-guided PCI significantly reduced the risk of MACE (risk ratio (RR): 0.63, 95% CI: 0.50-0.79) and stent thrombosis (RR: 0.52, 95% CI: 0.30-0.90) compared to angiography-guided PCI. Secondary outcomes also favored IVUS guidance, with significant reductions in cardiac mortality, myocardial infarction, target lesion revascularization (TLR), and target vessel revascularization (TVR). While a trend towards reduced all-cause mortality was observed with IVUS guidance, it did not reach statistical significance. Notably, low heterogeneity across studies strengthened the reliability of these findings. Meta-regression analysis indicated that the presence of myocardial infarction did not significantly moderate the effect of IVUS on clinical outcomes, suggesting consistent benefits across patient subgroups. These results highlight the potential of IVUS-guided PCI to improve cardiovascular outcomes and reduce the need for repeat procedures. The findings support the growing body of evidence favoring IVUS use in PCI, particularly in complex lesions and high-risk patients. However, considerations such as cost-effectiveness and the need for specialized training remain important factors in the widespread adoption of IVUS-guided PCI in clinical practice.
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Affiliation(s)
| | - Nawabzada Nadir Babar
- Internal Medicine, Combined Military Hospital (CMH) Lahore Medical College and Institute of Dentistry, Lahore, PAK
| | | | | | - Farhan Israr
- Medicine, Khyber Medical College, Peshawar, PAK
- Internal Medicine, Lady Reading Hospital, Peshawar, PAK
| | - Sandipkumar S Chaudhari
- Cardiothoracic Surgery, University of Alabama at Birmingham, Birmingham, USA
- Family Medicine, University of North Dakota School of Medicine and Health Sciences, Fargo, USA
| | - Calvin R Wei
- Research and Development, Shing Huei Group, Taipei, TWN
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11
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Wen Q, Mao XR, Wen J, Yang XJ, Chen J, Han HK, Tang XL, Ma QH. Impact of exercise dosages based on American College of Sports Medicine recommendations on lipid metabolism in patients after PCI: a systematic review and meta-analysis of randomized controlled trials. Lipids Health Dis 2024; 23:226. [PMID: 39049120 PMCID: PMC11267757 DOI: 10.1186/s12944-024-02210-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Accepted: 07/08/2024] [Indexed: 07/27/2024] Open
Abstract
BACKGROUND The impact of exercise dosages based on American College of Sports Medicine(ACSM) recommendations on lipid metabolism in patients after PCI remains unclear. This study conducted a meta-analysis of reported exercise dosages from the literature to address this knowledge gap. METHODS A comprehensive search of databases was conducted to identify eligible randomized controlled studies of exercise interventions in patients after PCI, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. Based on the recommended exercise dosages from ACSM for patients with coronary heart disease, exercise doses in the literature that met the inclusion criteria were categorized into groups that were highly compliant with ACSM recommendations and those with low or uncertain ACSM recommendations. The topic was the effect of exercise dose on lipid metabolism in post-PCI patients. This was assessed using standardized mean difference (SMD) and 95% confidence intervals (95% CI) for changes in triglycerides, total cholesterol, LDL, and HDL. RESULTS This systematic review included 10 randomized controlled studies. The subgroup analysis revealed statistically significant differences in the high compliance with ACSM recommendations group for triglycerides [SMD=-0.33 (95% CI -0.62, -0.05)], total cholesterol [SMD=-0.55 (95% CI -0.97, -0.13)], low-density lipoprotein [SMD=-0.31 (95% CI -0.49, -0.13)], high-density lipoprotein [SMD = 0.23 (95% CI 0.01, 0.46)], and body mass index [SMD=-0.52 (95% CI -0.87, -0.17)]. Compared to the low or uncertain compliance with ACSM recommendations group, the high compliance group exhibited significant differences in improving TC levels (-0.55(H) vs. -0.46(L)), HDL levels (0.23(H) vs. 0.22(L)), and BMI (-0.52(H) vs. -0.34(L)). CONCLUSIONS This study supports that high compliance with ACSM-recommended exercise dosages has significant impacts on improving TC levels, HDL levels, and BMI. However, no advantage was observed for TG or LDL levels.
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Affiliation(s)
- Qing Wen
- Department of Cardiology, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Xiao-Rong Mao
- Department of Nursing, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Juan Wen
- Otorhinolaryngology, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Xiao-Juan Yang
- Burn Unit, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Juan Chen
- Intensive Care Unit, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Hu-Kui Han
- Department of Cardiology, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Xiao-Li Tang
- General Ward 2, Sichuan Cancer Hospital, Chengdu, China.
| | - Qun-Hua Ma
- Department of Cardiology, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China.
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12
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Lin Y, Ni L, Yang L, Li H, Chen Z, Gao Y, Zhu K, Jia Y, Wu Z, Li S. Identification of Endoplasmic Reticulum Stress-Related Biomarkers in Coronary Artery Disease. Cardiovasc Ther 2024; 2024:4664731. [PMID: 39742022 PMCID: PMC11236471 DOI: 10.1155/2024/4664731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 06/05/2024] [Accepted: 06/08/2024] [Indexed: 01/03/2025] Open
Abstract
Coronary artery disease (CAD) is caused by atherosclerotic lesions in the coronary vessels. Endoplasmic reticulum stress (ERS) acts in cardiovascular disease, and its role in CAD is not clear. A total of 13 differentially expressed ERS-related genes (DEERSRGs) in CAD were identified. Functional enrichment analysis demonstrated the DEERSRGs were mainly enriched in endoplasmic reticulum (ER)-related pathways. Then, eight genes (RCN2, HRC, DERL2, RNF183, CRH, TMED2, PPP1R15A, and IL1A) were authenticated as ERS-related biomarkers in CAD by least absolute shrinkage and selection operator (LASSO). The receiver operating characteristic (ROC) analysis showed that the LASSO logistic model constructed based on biomarkers had a better diagnostic effect, which was confirmed by the ANN and GSE23561 datasets. Also, ROC results showed that seven of the eight biomarkers had better diagnostic effects. The nomogram model had good predictive power, and biomarkers were mostly enriched in pathways associated with CAD. The biomarkers were significantly associated with 10 immune cells, and RCN2, DERL2, TMED2, and RNF183 were negatively correlated with most chemokines. Eight biomarkers had significant correlations with both immunoinhibitors and immunostimulators. In addition, eight biomarkers were significantly different in both CAD and control samples, CRH and HRC were upregulated in CAD. The quantitative reverse transcription-polymerase chain reaction (qRT-PCR) showed that RCN2, HRC, DERL2, CRH, and IL1A were consistent with the bioinformatics analysis. RCN2, HRC, DERL2, RNF183, CRH, TMED2, PPP1R15A, and IL1A were identified as biomarkers of CAD. Functional enrichment analysis and immunoassays for biomarkers provide new ideas for the treatment of CAD.
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Affiliation(s)
- Yuanyuan Lin
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityShanxi Medical University, Taiyuan, Shanxi 030001, China
- Shanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalThird Hospital of Shanxi Medical University, Taiyuan 030032, China
| | - Lin Ni
- Shanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalThird Hospital of Shanxi Medical University, Taiyuan 030032, China
| | - Luqun Yang
- Shanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalThird Hospital of Shanxi Medical University, Taiyuan 030032, China
| | - Hao Li
- Shanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalThird Hospital of Shanxi Medical University, Taiyuan 030032, China
| | - Zelin Chen
- Shanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalThird Hospital of Shanxi Medical University, Taiyuan 030032, China
| | - Yuping Gao
- Shanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalThird Hospital of Shanxi Medical University, Taiyuan 030032, China
| | - Kaiyi Zhu
- Shanxi Bethune HospitalShanxi Academy of Medical SciencesTongji Shanxi HospitalThird Hospital of Shanxi Medical University, Taiyuan 030032, China
| | - Yanni Jia
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityShanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Zhifang Wu
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityShanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Sijin Li
- Department of Nuclear MedicineFirst Hospital of Shanxi Medical UniversityShanxi Medical University, Taiyuan, Shanxi 030001, China
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13
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Cheng Q, Sun J, Zhong H, Wang Z, Liu C, Zhou S, Deng J. Research trends in lipid-lowering therapies for coronary heart disease combined with hyperlipidemia: a bibliometric study and visual analysis. Front Pharmacol 2024; 15:1393333. [PMID: 38828451 PMCID: PMC11140088 DOI: 10.3389/fphar.2024.1393333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 05/03/2024] [Indexed: 06/05/2024] Open
Abstract
Background Cardiovascular disease (CVD) poses a significant global health and economic challenge, with atherosclerosis being a primary cause. Over the past 40 years, substantial research has been conducted into the prevention and reversal of atherosclerosis, resulting in the development of lipid-lowering agents such as statins and fibrates. Despite the extensive literature and formulation of numerous therapeutic guidelines in this domain, a comprehensive bibliometric analysis of the current research landscape and trends has not been performed. This study aimed to elucidate the evolution and milestones of research into lipid-lowering treatments for coronary heart disease (CHD) in conjunction with hyperlipidemia through bibliometric analysis, offering insights into future directions for treatment strategies. Methods This study examined publications from 1986 to 2023 retrieved from the Web of Science database (Core Collection). Utilizing tools such as VOSviewer, Pajek, and CiteSpace, we analyzed publication and citation numbers, H-indexes, contributions by countries and institutions, authorship, journal sources, and keyword usage to uncover research trajectories and areas of focus. Results Our analysis of 587 publications revealed a recent surge in research output, particularly post-2003. The American Journal of Cardiology published the highest number of studies, with 40 articles, whereas Circulation received the highest number of citations (6,266). Key contributors included the United States, Japan, and China, with the United States leading in citation numbers and the H-index. Harvard University and Leiden University emerged as pivotal institutions, and Professors J. Wouter Jukema and Robert P. Giugliano were identified as leading experts. Keyword analysis disclosed five thematic clusters, indicating a shift in research towards new drug combinations and strategies, signaling future research directions. Conclusion The last 4 decades have seen a notable rise in publications on lipid-lowering therapies for CHD and hyperlipidemia, with the United States retaining world-leading status. The increase in international collaboration aids the shift towards research into innovative lipid-lowering agents and therapeutic approaches. PCSK9 inhibitors and innovative combination therapies, including antisense oligonucleotides and angiopoietin-like protein 3 inhibitors, provide avenues for future research, intending to maximize the safety and efficacy of treatment approaches.
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Affiliation(s)
- Quankai Cheng
- Department of Cardiology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Jingjing Sun
- Department of Cardiology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Haicheng Zhong
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Ziming Wang
- Department of Cardiology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Chang Liu
- Department of Cardiology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Sheng Zhou
- Department of Cardiology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Jie Deng
- Department of Cardiology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
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14
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Patel SJ, Yousuf S, Padala JV, Reddy S, Saraf P, Nooh A, Fernandez Gutierrez LMA, Abdirahman AH, Tanveer R, Rai M. Advancements in Artificial Intelligence for Precision Diagnosis and Treatment of Myocardial Infarction: A Comprehensive Review of Clinical Trials and Randomized Controlled Trials. Cureus 2024; 16:e60119. [PMID: 38864061 PMCID: PMC11164835 DOI: 10.7759/cureus.60119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/11/2024] [Indexed: 06/13/2024] Open
Abstract
Coronary artery disease (CAD) is still a serious global health issue that has a substantial impact on death and illness rates. The goal of primary prevention strategies is to lower the risk of developing CAD. Nevertheless, current methods usually rely on simple risk assessment instruments that might overlook significant individual risk factors. This limitation highlights the need for innovative methods that can accurately assess cardiovascular risk and offer personalized preventive care. Recent advances in machine learning and artificial intelligence (AI) have opened up interesting new avenues for optimizing primary preventive efforts for CAD and improving risk prediction models. By leveraging large-scale databases and advanced computational techniques, AI has the potential to fundamentally alter how cardiovascular risk is evaluated and managed. This review looks at current randomized controlled studies and clinical trials that explore the application of AI and machine learning to improve primary preventive measures for CAD. The emphasis is on their ability to recognize and include a range of risk elements in sophisticated risk assessment models.
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Affiliation(s)
- Syed J Patel
- Internal Medicine, S Nijalingappa Medical College and Hanagal Sri Kumareshwar Hospital and Research Centre, Bagalkot, IND
| | - Salma Yousuf
- Public Health, Jinnah Sindh Medical University, Karachi, PAK
| | | | - Shruta Reddy
- Internal Medicine, Sri Venkata Sai Medical College and Hospital, Mahbubnagar, IND
| | - Pranav Saraf
- Internal Medicine, Sri Ramaswamy Memorial Medical College and Hospital, Kattankulathur, IND
| | - Alaa Nooh
- Internal Medicine, China Medical University, Shenyang, CHN
| | | | | | - Rameen Tanveer
- Internal Medicine, Lakehead University, Thunder Bay, CAN
| | - Manju Rai
- Biotechnology, Shri Venkateshwara University, Gajraula, IND
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15
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Jung-Henrich J, Schlößler K, Uebel T, Chikhradze N, Suslow A, Lindner N, Fahrenkrog S, Kraft J, Hummers E, Vollmar HC, Gágyor I, Heider D, König HH, Donner-Banzhoff N. Development and implementation of a treatment pathway to reduce coronary angiograms - lessons from a failure. BMC Health Serv Res 2024; 24:527. [PMID: 38664649 PMCID: PMC11046897 DOI: 10.1186/s12913-024-10904-5] [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: 09/26/2023] [Accepted: 03/26/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND The rates of coronary angiograms (CA) and related procedures (percutaneous intervention [PCI]) are significantly higher in Germany than in other Organisation for Economic Co-ordination and Development (OECD) countries. The current guidelines recommend non-invasive diagnosis of coronary heart disease (CHD); CA should only have a limited role in choosing the appropriate revascularisation procedure. The aim of the present study was to explore whether improvements in guideline adherence can be achieved through the implementation of regional treatment pathways. We chose four regions of Germany with high utilisation of CAs for the study. Here we report the results of the concomitant qualitative study. METHODS General practitioners and specialist physicians (cardiologists, hospital-based cardiologists, emergency physicians, radiologists and nuclear medicine specialists) caring for patients with suspected CHD were invited to develop regional treatment pathways. Four academic departments provided support for moderation, provision of materials, etc. The study team observed session discussions and took notes. After the development of the treatment pathways, 45 semi-structured interviews were conducted with the participating physicians. Interviews and field notes were transcribed verbatim and underwent qualitative content analysis. RESULTS Pathway development received little support among the participants. Although consensus documents were produced, the results were unlikely to improve practice. The participants expressed very little commitment to change. Although this attempt clearly failed in all study regions, our experience provides relevant insights into the process of evidence appraisal and implementation. A lack of organisational skills, ignorance of current evidence and guidelines, and a lack of feedback regarding one's own clinical behaviour proved to be insurmountable. CA was still seen as the diagnostic gold standard by most interviewees. CONCLUSIONS Oversupply and overutilisation can be assumed to be present in study regions but are not immediately perceived by clinicians. The problem is unlikely to be solved by regional collaborative initiatives; optimised resource planning within the health care system combined with appropriate economic incentives might best address these issues.
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Affiliation(s)
- Jutta Jung-Henrich
- Department of General Practice/Family Medicine, Philipps-University Marburg, Karl-Frisch- Straße 4, 35043, Marburg, Germany.
| | - Kathrin Schlößler
- Department of General Practice/Family Medicine, Philipps-University Marburg, Karl-Frisch- Straße 4, 35043, Marburg, Germany
- Institute of General Practice and Family Medicine (AM RUB), Ruhr University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Til Uebel
- Department of General Practice, University Hospital Würzburg, Josef-Schneider-Strasse 2, 97080, Würzburg, Germany
| | - Nino Chikhradze
- Institute of General Practice and Family Medicine (AM RUB), Ruhr University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Anastasia Suslow
- Institute of General Practice and Family Medicine (AM RUB), Ruhr University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Nicole Lindner
- Department of General Practice/Family Medicine, Philipps-University Marburg, Karl-Frisch- Straße 4, 35043, Marburg, Germany
| | - Sandra Fahrenkrog
- Institute of General Practice and Family Medicine, Charité University Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Judith Kraft
- Institute of General Practice and Family Medicine, Charité University Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Eva Hummers
- Department of General Practice, Georg-August-Universität Göttingen, Humboldtallee 38, 37073, Göttingen, Germany
| | - Horst Christian Vollmar
- Institute of General Practice and Family Medicine (AM RUB), Ruhr University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Ildikó Gágyor
- Department of General Practice, University Hospital Würzburg, Josef-Schneider-Strasse 2, 97080, Würzburg, Germany
| | - Dirk Heider
- Department of Health Economics and Health Services Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hans-Helmut König
- Department of Health Economics and Health Services Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Norbert Donner-Banzhoff
- Department of General Practice/Family Medicine, Philipps-University Marburg, Karl-Frisch- Straße 4, 35043, Marburg, Germany
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16
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Kirov H, Caldonazo T, Doenst T. Invasive Treatment of Left Main Coronary Artery Disease: From Anatomical Features to Mechanistic Differences. Curr Cardiol Rev 2024; 20:e150724231978. [PMID: 39021193 PMCID: PMC11440332 DOI: 10.2174/011573403x321064240715061250] [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: 04/04/2024] [Revised: 07/01/2024] [Accepted: 07/09/2024] [Indexed: 07/20/2024] Open
Abstract
There is debate on the best treatment for significant stenoses of the left main (LM) coronary artery. The available evidence is based on four randomized trials, which were either performed specifically to assess patients with LM disease (EXCEL, NOBLE, PRECOMBAT) or had a significant fraction of patients with this disease pattern (SYNTAX). A meta-analysis revealed no difference in periprocedural and 5-year mortality but demonstrated a significant reduction of spontaneous myocardial infarction (MI) with CABG. Furthermore, the recently published SWEDEHEART registry data have shown survival advantage and fewer MACCE with CABG for LM disease after adjustment. In general, patients with more severe coronary artery disease (CAD) appear to have a survival advantage with CABG both over PCI and medical therapy (independent of the presence or absence of LM stenosis), which is always associated with a reduction of spontaneous MI in the CABG arm. Since the nomenclature of LM disease does not automatically reflect the complexity of CAD, we review the nature of LM disease in this article. We mechanistically assess the treatment effects of PCI and CABG for patients with LM disease, which is rarely isolated, often distal, and mostly associated with varying degrees of single and multi-vessel disease. We conclude that in patients with isolated LM shaft lesions and associated diseases of low complexity, the risk of spontaneous MI is lower, and PCI may achieve similar long-term outcomes compared to CABG. Thus, heart teams are essential for selecting the best treatment option and should focus on assessing infarction risk in chronic CAD.
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Affiliation(s)
- Hristo Kirov
- Department of Cardiothoracic Surgery, Jena University Hospital, Friedrich Schiller University of Jena, Jena, Germany
| | - Tulio Caldonazo
- Department of Cardiothoracic Surgery, Jena University Hospital, Friedrich Schiller University of Jena, Jena, Germany
| | - Torsten Doenst
- Department of Cardiothoracic Surgery, Jena University Hospital, Friedrich Schiller University of Jena, Jena, Germany
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