1
|
Guo P, Tao F, Ma C, Bi X, Zhu A, Wang W, Yang H. Gut microbiota and myocardial infarction: A bibliometric analysis from 2004 to 2023. Heliyon 2024; 10:e37139. [PMID: 39296144 PMCID: PMC11408004 DOI: 10.1016/j.heliyon.2024.e37139] [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: 05/16/2024] [Revised: 08/22/2024] [Accepted: 08/28/2024] [Indexed: 09/21/2024] Open
Abstract
Background In recent years, numerous studies have suggested that the gut microbiota and its metabolites are closely related to myocardial infarction. Utilizing insights from these research findings may be advantageous in the prevention, treatment, and prognosis of myocardial infarction. We have employed bibliometric methodology to summarize the progress made in this research area over the past 20 years, identify the hotspots, and highlight the developmental tendencies, providing a reference for future research in this field. Methods We searched the content related to this field in the Web of Science Core Collection database, with a time range from 2001 to 2023. We used VOSviewer, CiteSpace, and Scimago Graphica software to visualize the search results. Results We included 889 reports in this study. The country with the most publications was China, while the country with the greatest influence was the United States. An analysis of institutions showed that the Chinese Academy of Medical Sciences had the largest volume of publications, whereas the Cleveland Clinic had the most influential ones. An author analysis showed Stanley L Hazen to have published the most and to also have been the most influential researcher. An analysis of all the journals publishing articles related to the search terms showed that PLoS One journal had the highest number of publications (18 articles), while Atherosclerosis journal had the most influential articles. The results of our reference analysis showed a strong association between Trimethylamine N-oxide and myocardial infarction. We found that increased intestinal permeability may be related to the progression of cardiovascular diseases, a high-fiber diet may help in the prevention of diseases such as myocardial infarction, and populations with a high intake of red meat may have an increased risk of myocardial infarction. Keyword analysis suggested that 'cardiac fibrosis' and 'major bleeding' were promising research directions in the future, and supplementing food intake with short-chain fatty acids was looked upon as a promising approach to treating coronary heart disease. Conclusion The gut microbiota are closely related to myocardial infarction, and investigating this relationship is crucial for the prevention and treatment of myocardial infarction, where interdisciplinary research and international cooperation are indispensable.
Collapse
Affiliation(s)
- Pan Guo
- Department of Cardiology, Qinhuangdao First Hospital, Qinhuangdao, Hebei Province, 066000, China
| | - Fang Tao
- Medical Department, Qinhuangdao First Hospital, Qinhuangdao, Hebei Province, 066000, China
| | - Chunpeng Ma
- Department of Cardiology, Qinhuangdao First Hospital, Qinhuangdao, Hebei Province, 066000, China
| | - Xile Bi
- Department of Cardiology, Qinhuangdao First Hospital, Qinhuangdao, Hebei Province, 066000, China
| | - Aihong Zhu
- Department of Cardiology, Qinhuangdao First Hospital, Qinhuangdao, Hebei Province, 066000, China
| | - Wenguang Wang
- Department of Cardiology, Qinhuangdao First Hospital, Qinhuangdao, Hebei Province, 066000, China
| | - Hongmei Yang
- Department of Cardiology, Qinhuangdao First Hospital, Qinhuangdao, Hebei Province, 066000, China
| |
Collapse
|
2
|
Nayak G, Dimitriadis K, Pyrpyris N, Manti M, Kamperidis N, Kamperidis V, Ziakas A, Tsioufis K. Gut Microbiome and Its Role in Valvular Heart Disease: Not a "Gutted" Relationship. Life (Basel) 2024; 14:527. [PMID: 38672797 PMCID: PMC11051562 DOI: 10.3390/life14040527] [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: 03/18/2024] [Revised: 04/07/2024] [Accepted: 04/14/2024] [Indexed: 04/28/2024] Open
Abstract
The role of the gut microbiome (GM) and oral microbiome (OM) in cardiovascular disease (CVD) has been increasingly being understood in recent years. It is well known that GM is a risk factor for various CVD phenotypes, including hypertension, dyslipidemia, heart failure and atrial fibrillation. However, its role in valvular heart disease (VHD) is less well understood. Research shows that, direct, microbe-mediated and indirect, metabolite-mediated damage as a result of gut dysbiosis and environmental factors results in a subclinical, chronic, systemic inflammatory state, which promotes inflammatory cell infiltration in heart valves and subsequently, via pro-inflammatory molecules, initiates a cascade of reaction, resulting in valve calcification, fibrosis and dysfunction. This relationship between GM and VHD adds a pathophysiological link to the pathogenesis of VHD, which can be aimed therapeutically, in order to prevent or regress any risk for valvular pathologies. Therapeutic interventions include dietary modifications and lifestyle interventions, in order to influence environmental factors that can promote gut dysbiosis. Furthermore, the combination of probiotics and prebiotics, as well as fecal m transplantation and targeted treatment with inducers or inhibitors of microbial enzymes have showed promising results in animal and/or clinical studies, with the potential to reduce the inflammatory state and restore the normal gut flora in patients. This review, thus, is going to discuss the pathophysiological links behind the relationship of GM, CVD and VHD, as well as explore the recent data regarding the effect of GM-altering treatment in CVD, cardiac function and systemic inflammation.
Collapse
Affiliation(s)
- Gyanaranjan Nayak
- First Department of Cardiology, School of Medicine, National and Kapodistrian University of Athens, Hippokration General Hospital, 115 27 Athens, Greece; (G.N.); (N.P.); (K.T.)
| | - Kyriakos Dimitriadis
- First Department of Cardiology, School of Medicine, National and Kapodistrian University of Athens, Hippokration General Hospital, 115 27 Athens, Greece; (G.N.); (N.P.); (K.T.)
| | - Nikolaos Pyrpyris
- First Department of Cardiology, School of Medicine, National and Kapodistrian University of Athens, Hippokration General Hospital, 115 27 Athens, Greece; (G.N.); (N.P.); (K.T.)
| | - Magdalini Manti
- St Mark’s Hospital, Imperial College London, London HA1 3UJ, UK (N.K.)
| | | | - Vasileios Kamperidis
- First Cardiology Department, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54453 Thessaloniki, Greece; (V.K.); (A.Z.)
| | - Antonios Ziakas
- First Cardiology Department, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54453 Thessaloniki, Greece; (V.K.); (A.Z.)
| | - Konstantinos Tsioufis
- First Department of Cardiology, School of Medicine, National and Kapodistrian University of Athens, Hippokration General Hospital, 115 27 Athens, Greece; (G.N.); (N.P.); (K.T.)
| |
Collapse
|
3
|
Liu LH, Zhou YZ, Li TY, Kuang DB, Liang Q, Chen L, Yang DF, Zhang X, Tan SL. COVID-19 vaccination affects short-term anti-coagulation levels in warfarin treatment. J Thromb Thrombolysis 2024; 57:730-738. [PMID: 38526751 DOI: 10.1007/s11239-024-02959-2] [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: 02/09/2024] [Indexed: 03/27/2024]
Abstract
Vaccines against SARS-CoV-2 have been recommended across the world, yet no study has investigated whether COVID-19 vaccination influences short-term warfarin anti-coagulation levels. Patients on stable warfarin treatment who received anti-SARS-CoV-2 vaccination were prospectively enrolled and followed up for three months. INR values less than 10 days before vaccination (baseline), 3-5 days (short-term) and 6-14 days (medium-term) after vaccination were recorded as INR0, INR1, and INR2, respectively. The variations of INR values within individuals were compared, and the linear mixed effect model was used to evaluate the variations of INR values at different time points. Logistic regression analysis was performed to determine covariates related to INR variations after COVID-19 vaccination. Vaccination safety was also monitored. There was a significant difference in INR values between INR0 and INR1 (2.15 vs. 2.26, p = 0.003), yet no marked difference was found between INR0 and INR2. The linear mixed effect model also demonstrated that INR variation was significant in short-term but not in medium-term or long-term period after vaccination. Logistic regression analysis showed that no investigated covariates, including age, vaccine dose, genetic polymorphisms of VKORC1 and CYP2C9 etc., were associated with short-term INR variations. Two patients (2.11%) reported gingival hemorrhage in the short-term due to increased INR values. The overall safety of COVID-19 vaccines for patients on warfarin was satisfying. COVID-19 vaccines may significantly influence warfarin anticoagulation levels 3-5 days after vaccination. We recommend patients on warfarin to perform at least one INR monitoring within the first week after COVID-19 vaccination.
Collapse
Affiliation(s)
- Li-Hua Liu
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, 410011, China
- Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China
- Department of Pharmacy, The Third Hospital of Changsha, Changsha, China
| | - Yang-Zhao Zhou
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Tian-Yu Li
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, 410011, China
- Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Da-Bin Kuang
- Department of Pharmacy, The Affiliated Changsha Hospital of Hunan Normal University, Changsha, China
| | - Qun Liang
- Department of Pharmacy, Jiangxi Cancer Hospital, Nanchang, China
| | - Lei Chen
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, 410011, China
- Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Da-Feng Yang
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xia Zhang
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Sheng-Lan Tan
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, 410011, China.
- Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.
| |
Collapse
|
4
|
Xue L, Singla RK, Qin Q, Ding Y, Liu L, Ding X, Qu W, Huang C, Shen Z, Shen B, Miao L. Exploring the complex relationship between vitamin K, gut microbiota, and warfarin variability in cardiac surgery patients. Int J Surg 2023; 109:3861-3871. [PMID: 37598356 PMCID: PMC10720796 DOI: 10.1097/js9.0000000000000673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 08/02/2023] [Indexed: 08/22/2023]
Abstract
BACKGROUND AND OBJECTIVES Due to the high individual variability of anticoagulant warfarin, this study aimed to investigate the effects of vitamin K concentration and gut microbiota on individual variability of warfarin in 246 cardiac surgery patients. METHODS The pharmacokinetics and pharmacodynamics (PKPD) model predicted international normalized ratio (INR) and warfarin concentration. Serum and fecal samples were collected to detect warfarin and vitamin K [VK1 and menaquinone-4 (MK4)] concentrations and gut microbiota diversity, respectively. In addition, the patient's medical records were reviewed for demographic characteristics, drug history, and CYP2C9, VKORC1, and CYP4F2 genotypes. RESULTS The PKPD model predicted ideal values of 62.7% for S-warfarin, 70.4% for R-warfarin, and 76.4% for INR. The normal VK1 level was 1.34±1.12 nmol/ml (95% CI: 0.33-4.08 nmol/ml), and the normal MK4 level was 0.22±0.18 nmol/ml (95% CI: 0.07-0.63 nmol/ml). The MK4 to total vitamin K ratio was 16.5±9.8% (95% CI: 4.3-41.5%). The S-warfarin concentration of producing 50% of maximum anticoagulation and the half-life of prothrombin complex activity tended to increase with vitamin K. Further, Prevotella and Eubacterium of gut microbiota identified as the main bacteria associated with individual variability of warfarin. The results suggest that an increase in vitamin K concentration can decrease anticoagulation, and gut microbiota may influence warfarin anticoagulation through vitamin K2 synthesis. CONCLUSION This study highlights the importance of considering vitamin K concentration and gut microbiota when prescribing warfarin. The findings may have significant implications for the personalized use of warfarin. Further research is needed to understand better the role of vitamin K and gut microbiota in warfarin anticoagulation.
Collapse
Affiliation(s)
- Ling Xue
- Department of Pharmacy
- Department of Pharmacology, Faculty of Medicine, UPV/EHU, Spain
| | - Rajeev K. Singla
- Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | | | - Yinglong Ding
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Soochow University
| | | | | | | | | | - Zhenya Shen
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Soochow University
| | - Bairong Shen
- Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Liyan Miao
- Department of Pharmacy
- College of Pharmaceutical Sciences
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou
- National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Jiangsu
| |
Collapse
|
5
|
Zhan C, Tang T, Wu E, Zhang Y, He M, Wu R, Bi C, Wang J, Zhang Y, Shen B. From multi-omics approaches to personalized medicine in myocardial infarction. Front Cardiovasc Med 2023; 10:1250340. [PMID: 37965091 PMCID: PMC10642346 DOI: 10.3389/fcvm.2023.1250340] [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: 06/30/2023] [Accepted: 10/17/2023] [Indexed: 11/16/2023] Open
Abstract
Myocardial infarction (MI) is a prevalent cardiovascular disease characterized by myocardial necrosis resulting from coronary artery ischemia and hypoxia, which can lead to severe complications such as arrhythmia, cardiac rupture, heart failure, and sudden death. Despite being a research hotspot, the etiological mechanism of MI remains unclear. The emergence and widespread use of omics technologies, including genomics, transcriptomics, proteomics, metabolomics, and other omics, have provided new opportunities for exploring the molecular mechanism of MI and identifying a large number of disease biomarkers. However, a single-omics approach has limitations in understanding the complex biological pathways of diseases. The multi-omics approach can reveal the interaction network among molecules at various levels and overcome the limitations of the single-omics approaches. This review focuses on the omics studies of MI, including genomics, epigenomics, transcriptomics, proteomics, metabolomics, and other omics. The exploration extended into the domain of multi-omics integrative analysis, accompanied by a compilation of diverse online resources, databases, and tools conducive to these investigations. Additionally, we discussed the role and prospects of multi-omics approaches in personalized medicine, highlighting the potential for improving diagnosis, treatment, and prognosis of MI.
Collapse
Affiliation(s)
- Chaoying Zhan
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Tong Tang
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Erman Wu
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Yuxin Zhang
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- KeyLaboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Mengqiao He
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Rongrong Wu
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Cheng Bi
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- KeyLaboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, China
| | - Jiao Wang
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Yingbo Zhang
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
| | - Bairong Shen
- Department of Cardiology and Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| |
Collapse
|
6
|
Saeki M, Watanabe A, Momo K, Kashiwabara Y, Iha T, Nagata T, Fujiwara A, Tanaka K. A super-geriatric patient with gastrostomy underwent life-threatening prothrombin time-international normalized ratio prolongation by warfarin following fasting and antibiotic therapy. Clin Case Rep 2023; 11:e7762. [PMID: 37670818 PMCID: PMC10475758 DOI: 10.1002/ccr3.7762] [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: 05/02/2023] [Revised: 07/06/2023] [Accepted: 07/19/2023] [Indexed: 09/07/2023] Open
Abstract
Key Clinical Message A 97-year-old woman with gastrostomy had a drastic enhancement for PT-INR after starting antibiotic therapy. Possible causes include (1) vitamin K deficiency due to fasting and (2) a combination of warfarin and antibiotics. Abstract Geriatric and Asian-descent patients are more sensitive to the effects of warfarin, a key anticoagulant drug. In this report, we present a 97-year-old bedridden woman being treated with warfarin for cardiogenic cerebral infarction and femoral neck replacement as part of in-home medical care with a gastrostomy and was admitted to our hospital after developing pneumonia. We discontinued warfarin and started antibiotics, and her pneumonia-related symptoms improved. Eleven days after restarting warfarin, the patient's PT-INR surpassed the upper limit for measurement (over 10). We considered the mechanism might be triggered by (1) fasting, low nutrition status; and (2) antibiotics secondary to risk factors such as gastrostomy and being a super-geriatric woman. We recommend careful monitoring of PT-INR in patients treated with warfarin and antibiotics, especially in the setting of gastrostomy or older persons.
Collapse
Affiliation(s)
- Misa Saeki
- Department of PharmacyShowa University Koto Toyosu HospitalTokyoJapan
- Department of Hospital Pharmaceutics, School of PharmacyShowa UniversityTokyoJapan
| | - Ayako Watanabe
- Department of PharmacyShowa University Koto Toyosu HospitalTokyoJapan
- Department of Hospital Pharmaceutics, School of PharmacyShowa UniversityTokyoJapan
| | - Kenji Momo
- Department of Hospital Pharmaceutics, School of PharmacyShowa UniversityTokyoJapan
| | - Yuka Kashiwabara
- Department of PharmacyShowa University Koto Toyosu HospitalTokyoJapan
- Department of Hospital Pharmaceutics, School of PharmacyShowa UniversityTokyoJapan
| | - Tatsuki Iha
- Department of PharmacyShowa University Koto Toyosu HospitalTokyoJapan
- Department of Hospital Pharmaceutics, School of PharmacyShowa UniversityTokyoJapan
| | - Takuya Nagata
- Department of PharmacyShowa University Koto Toyosu HospitalTokyoJapan
- Department of Hospital Pharmaceutics, School of PharmacyShowa UniversityTokyoJapan
| | - Akiko Fujiwara
- Department of Respiratory MedicineShowa University Koto Toyosu HospitalTokyoJapan
| | - Katsumi Tanaka
- Department of Hospital Pharmaceutics, School of PharmacyShowa UniversityTokyoJapan
| |
Collapse
|
7
|
Fan H, Liu X, Ren Z, Fei X, Luo J, Yang X, Xue Y, Zhang F, Liang B. Gut microbiota and cardiac arrhythmia. Front Cell Infect Microbiol 2023; 13:1147687. [PMID: 37180433 PMCID: PMC10167053 DOI: 10.3389/fcimb.2023.1147687] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 03/27/2023] [Indexed: 05/16/2023] Open
Abstract
One of the most prevalent cardiac diseases is cardiac arrhythmia, however the underlying causes are not entirely understood. There is a lot of proof that gut microbiota (GM) and its metabolites have a significant impact on cardiovascular health. In recent decades, intricate impacts of GM on cardiac arrythmia have been identified as prospective approaches for its prevention, development, treatment, and prognosis. In this review, we discuss about how GM and its metabolites might impact cardiac arrhythmia through a variety of mechanisms. We proposed to explore the relationship between the metabolites produced by GM dysbiosis including short-chain fatty acids(SCFA), Indoxyl sulfate(IS), trimethylamine N-oxide(TMAO), lipopolysaccharides(LPS), phenylacetylglutamine(PAGln), bile acids(BA), and the currently recognized mechanisms of cardiac arrhythmias including structural remodeling, electrophysiological remodeling, abnormal nervous system regulation and other disease associated with cardiac arrythmia, detailing the processes involving immune regulation, inflammation, and different types of programmed cell death etc., which presents a key aspect of the microbial-host cross-talk. In addition, how GM and its metabolites differ and change in atrial arrhythmias and ventricular arrhythmias populations compared with healthy people are also summarized. Then we introduced potential therapeutic strategies including probiotics and prebiotics, fecal microbiota transplantation (FMT) and immunomodulator etc. In conclusion, the GM has a significant impact on cardiac arrhythmia through a variety of mechanisms, offering a wide range of possible treatment options. The discovery of therapeutic interventions that reduce the risk of cardiac arrhythmia by altering GM and metabolites is a real challenge that lies ahead.
Collapse
Affiliation(s)
- Hongxuan Fan
- Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Xuchang Liu
- Department of Urology, The First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Zhaoyu Ren
- Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Xiaoning Fei
- Clinical College, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Jing Luo
- Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Xinyu Yang
- Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Yaya Xue
- Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Fenfang Zhang
- Department of Cardiology, Yangquan First People’s Hospital, Yangquan, Shanxi, China
| | - Bin Liang
- Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| |
Collapse
|