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Zhou D, Yu T, Zhang Z, Li G, Li Y. An integrated bioinformatics analysis reveals IRF8 as a critical biomarker for immune infiltration in atherosclerosis advance. Clin Exp Pharmacol Physiol 2024; 51:e13872. [PMID: 38886134 DOI: 10.1111/1440-1681.13872] [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: 02/18/2024] [Revised: 04/08/2024] [Accepted: 04/25/2024] [Indexed: 06/20/2024]
Abstract
Atherosclerosis, a lipid-driven chronic inflammatory disorder, is a significant global health concern associated with high rates of morbidity and mortality, imposing a substantial societal burden. The purpose of this study is to investigate the possible molecular mechanisms of atherosclerosis and identify potential therapeutic targets. We conducted an integrated bioinformatics analysis using data from peripheral blood mononuclear cell and TISSUE databases obtained from the Gene Expression Omnibus, to identify key genes associated with the progression of atherosclerosis. Here, IRF8 was found to be a key gene in atherosclerosis patients. Silencing IRF8 with small interfering RNA reduced inflammation in endothelial cells. This suggests IRF8 is a crucial biomarker for immune infiltration in atherosclerosis advance.
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Affiliation(s)
- Donglai Zhou
- Department of Cardiovascular Medicine, The First People's Hospital of Linping District, Hangzhou, China
| | - Tao Yu
- Department of Cardiovascular Medicine, The First People's Hospital of Linping District, Hangzhou, China
| | - Zhi Zhang
- Department of Cardiovascular Medicine, The First People's Hospital of Linping District, Hangzhou, China
| | - Guanhua Li
- Department of Cardiovascular Medicine, The First People's Hospital of Linping District, Hangzhou, China
| | - Yaomin Li
- Department of Cardiovascular Medicine, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Zhang L, Lin W, Di C, Hou H, Chen H, Zhou J, Yang Q, He G. Metabolomics and Biomarkers for Paroxysmal and Persistent Atrial Fibrillation. J Am Heart Assoc 2024; 13:e032153. [PMID: 38293949 PMCID: PMC11056137 DOI: 10.1161/jaha.123.032153] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 12/05/2023] [Indexed: 02/01/2024]
Abstract
BACKGROUND Atrial fibrillation (AF) is the most common type of arrhythmia worldwide and is associated with serious complications. This study investigated the metabolic biomarkers associated with AF and the differences in metabolomics and associated metabolic biomarkers between paroxysmal AF (AFPA) and persistent AF. METHODS AND RESULTS Plasma samples were prospectively collected from patients with AF and patients in sinus rhythm with negative coronary angiography. The patients were divided into 3 groups: AFPA, persistent AF, and sinus rhythm (N=54). Metabolomics (n=36) using ultra-high-performance liquid chromatography mass spectrometry was used to detect differential metabolites that were validated in a new cohort (n=18). The validated metabolites from the validation phase were further analyzed by receiver operating characteristic. Among the 36 differential metabolites detected by omics assay, 4 were successfully validated with area under the curve >0.8 (P<0.05). Bioinformatics analysis confirmed the enrichment pathways of unsaturated fatty acid biosynthesis, glyoxylate and dicarboxylate metabolism, and carbon metabolism. Arachidonic acid was a potential biomarker of AFPA, glycolic acid and L-serine were biomarkers of AFPA and persistent AF, and palmitelaidic acid was a biomarker of AFPA. CONCLUSIONS In this metabolomics study, we detected 36 differential metabolites in AF, and 4 were validated with high sensitivity and specificity. These differential metabolites are potential biomarkers for diagnosis and monitoring of disease course. This study therefore provides new insights into the precision diagnosis and management of AF.
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Affiliation(s)
- Li‐Li Zhang
- Faculty of Graduate StudiesChengde Medical University, Chengde, China, & Department of Cardiovascular Surgery & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular Hospital, Tianjin University & Chinese Academy of Medical SciencesTianjinChina
- Tianjin Key Laboratory of Molecular Regulation of Cardiovascular Diseases and Translational MedicineTianjinChina
| | - Wen‐Hua Lin
- Department of Cardiology & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular HospitalTianjin University & Chinese Academy of Medical ScienceTianjinChina
| | - Cheng‐Ye Di
- Department of Cardiology & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular HospitalTianjin University & Chinese Academy of Medical ScienceTianjinChina
| | - Hai‐Tao Hou
- Tianjin Key Laboratory of Molecular Regulation of Cardiovascular Diseases and Translational MedicineTianjinChina
- Department of Cardiovascular Surgery & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular HospitalTianjin University & Chinese Academy of Medical ScienceTianjinChina
| | - Huan‐Xin Chen
- Tianjin Key Laboratory of Molecular Regulation of Cardiovascular Diseases and Translational MedicineTianjinChina
- Department of Cardiovascular Surgery & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular HospitalTianjin University & Chinese Academy of Medical ScienceTianjinChina
| | - Jie Zhou
- Tianjin Key Laboratory of Molecular Regulation of Cardiovascular Diseases and Translational MedicineTianjinChina
- Department of Cardiovascular Surgery & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular HospitalTianjin University & Chinese Academy of Medical ScienceTianjinChina
| | - Qin Yang
- Tianjin Key Laboratory of Molecular Regulation of Cardiovascular Diseases and Translational MedicineTianjinChina
- Department of Cardiovascular Surgery & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular HospitalTianjin University & Chinese Academy of Medical ScienceTianjinChina
| | - Guo‐Wei He
- Faculty of Graduate StudiesChengde Medical University, Chengde, China, & Department of Cardiovascular Surgery & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular Hospital, Tianjin University & Chinese Academy of Medical SciencesTianjinChina
- Tianjin Key Laboratory of Molecular Regulation of Cardiovascular Diseases and Translational MedicineTianjinChina
- Department of Cardiovascular Surgery & The Institute of Cardiovascular Diseases, TEDA International Cardiovascular HospitalTianjin University & Chinese Academy of Medical ScienceTianjinChina
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Magouliotis DE, Arjomandi Rad A, Kourliouros A, Viviano A, Koulouroudias M, Salmasi MY, Briasoulis A, Triposkiadis F, Skoularigis J, Athanasiou T. Transcriptomic Analysis of Tight Junction Proteins Demonstrates the Aberrant Expression and Function of Zona Occludens 2 (ZO-2) Protein in Stanford Type A Aortic Dissection. J Pers Med 2023; 13:1697. [PMID: 38138924 PMCID: PMC10744791 DOI: 10.3390/jpm13121697] [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: 11/05/2023] [Revised: 12/02/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023] Open
Abstract
OBJECTIVE Thoracic aortic aneurysm dissection (TAAD) represents a cardiac surgery emergency characterized by the disrupted integrity of the aortic wall and is associated with poor prognosis. In this context, the identification of biomarkers implicated in the pathobiology of TAAD is crucial. Our aim in the present original in silico study is to assess the differential gene expression profile of the tight junction proteins (TJPs) in patients with TAAD and to propose novel biomarkers for the diagnosis and prognosis of this disease. METHODS We implemented bioinformatics methodology in order to construct the gene network of the TJPs family, identify the differentially expressed genes (DEGs) in pathologic aortic tissue excised from patients with TAAD as compared to healthy aortic tissue, and assess the related biological functions and the associated miRNA families. RESULTS Data regarding the transcriptomic profile of selected genes were retrieved and incorporated from three microarray datasets, including 23 TAAD and 20 healthy control samples. A total of 32 TJPs were assessed. The zona occludens 2 (ZO-2) protein encoded by the gene TJP2 was significantly under-expressed in patients with TAAD compared to the control group (p = 0.009). ZO-2 was associated with fair discrimination and calibration traits in predicting the TAAD presentation. CpG islands of ZO-2 were demonstrated. No important difference was found regarding ZO-2 expression between aneurysmal non-dissected and healthy control aortic tissue. Finally, we performed gene set enrichment analysis (GSEA) and uncovered the major biological functions and miRNA families (hsa-miR-155-5p, hsa-miR-1-3p, hsa-miR-2118-5p, hsa-miR-4691-3p, and hsa-miR-1229-3p) relevant to ZO-2. CONCLUSIONS These outcomes demonstrated the important role of ZO-2 in the pathobiology of TAAD.
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Affiliation(s)
- Dimitrios E. Magouliotis
- Unit of Quality Improvement, Department of Cardiothoracic Surgery, University of Thessaly, 41110 Biopolis, Greece
| | - Arian Arjomandi Rad
- Department of Surgery and Cancer, Imperial College London, St Mary’s Hospital, London W2 1NY, UK; (A.A.R.); (M.Y.S.); (T.A.)
| | - Antonios Kourliouros
- Department of Cardiothoracic Surgery, Oxford University Hospitals, Oxford OX3 9DU, UK;
| | - Alessandro Viviano
- Department of Cardiac Surgery, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London W2 1NY, UK;
| | - Marinos Koulouroudias
- Department of Cardiac Surgery, Nottingham University Hospitals NHS Trust, Nottingham NG5 1PB, UK;
| | - Mohammad Yousuf Salmasi
- Department of Surgery and Cancer, Imperial College London, St Mary’s Hospital, London W2 1NY, UK; (A.A.R.); (M.Y.S.); (T.A.)
| | - Alexandros Briasoulis
- Department of Therapeutics, Faculty of Medicine, National and Kapodistrian University of Athens, 10679 Athens, Greece;
| | | | - John Skoularigis
- Department of Cardiology, University of Thessaly, Biopolis, 41110 Larissa, Greece;
| | - Thanos Athanasiou
- Department of Surgery and Cancer, Imperial College London, St Mary’s Hospital, London W2 1NY, UK; (A.A.R.); (M.Y.S.); (T.A.)
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Li C, Li G, Tu S, Bai X, Yuan H. Integrative bioinformatics analysis reveals STAT2 as a novel biomarker of inflammation-related cardiac dysfunction in atrial fibrillation. Open Med (Wars) 2023; 18:20230834. [PMID: 38025532 PMCID: PMC10655688 DOI: 10.1515/med-2023-0834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 09/19/2023] [Accepted: 10/09/2023] [Indexed: 12/01/2023] Open
Abstract
Atrial fibrillation (AF) is a common critical cause of stroke and cardiac dysfunction worldwide with lifetime risks. Viral infection and inflammatory response with myocardial involvement may lead to an increase in AF-related mortality. To dissect the potential sequelae of viral infection in AF patients, especially the coronavirus disease 2019 (COVID-19), based on AF and COVID-19 databases from Gene Expression Omnibus, weighted gene co-expression network analysis was used to identify key genes in heart tissues and peripheral blood mononuclear cells. Here, HSCT, PSMB9, STAT2, and TNFSF13B were identified as common risk genes of AF and COVID-19 patients. Correlation analysis of these genes with AF and COVID-19 showed a positive disease relevance. silencing of STAT2 by small interfering RNA significantly rescued SARS-CoV-2 XBB1.5 pseudovirus-induced cardiac cell contraction dysfunction in vitro. In conclusion, we identified STAT2 may be a novel biomarker of inflammation-related cardiac dysfunction in AF.
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Affiliation(s)
- Cairong Li
- Department of Cardiology, First People’s Hospital of Linping District, Hangzhou311199, P.R. China
| | - Guanhua Li
- Department of Cardiology, First People’s Hospital of Linping District, Hangzhou311199, P.R. China
| | - Sijia Tu
- Department of Cardiology, First People’s Hospital of Linping District, Hangzhou311199, P.R. China
| | - Xinghua Bai
- Department of Cardiology, First People’s Hospital of Linping District, Hangzhou311199, P.R. China
| | - Hong Yuan
- Department of Cardiology, First People’s Hospital of Linping District, 369 Yingbin Rd, Hangzhou311199, P.R. China
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Cerezo Manchado JJ, Iturbe Hernández T, Martínez Pacheco MDC, Gil Ortega I, Campoy D, Canals Pernas T, Martínez Serra L, Flores Aparco KJ, Velásquez Escandón CA, Martínez Francés A, Olivera P. Impact of atrial fibrillation and anticoagulation on the risk of death, thromboembolic disease and bleeding in patients with COVID-19: the ACO-VID Registry. Curr Med Res Opin 2023; 39:811-817. [PMID: 37189306 DOI: 10.1080/03007995.2023.2204009] [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: 01/24/2023] [Revised: 04/12/2023] [Accepted: 04/14/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVE To describe the clinical profile, risk of complications and impact of anticoagulation in COVID-19 hospitalized patients, according to the presence of atrial fibrillation (AF). METHODS Multicenter, retrospective, and observational study that consecutively included patients >55 years admitted with COVID-19 from March to October 2020. In AF patients, anticoagulation was chosen based on clinicians' judgment. Patients were followed-up for 90 days. RESULTS A total of 646 patients were included, of whom 75.2% had AF. Overall, mean age was 75 ± 9.1 years and 62.4% were male. Patients with AF were older and had more comorbidities. The most common anticoagulants used during hospitalization in patients with AF were edoxaban (47.9%), low molecular weight heparin (27.0%), and dabigatran (11.7%) and among patients without AF, these numbers were 0%, 93.8% and 0%. Overall, during the study period (68 ± 3 days), 15.2% of patients died, 8.2% of patients presented a major bleeding and 0.9% had a stroke/systemic embolism. During hospitalization, patients with AF had a higher risk of major bleeding (11.3% vs 0.7%; p < .01), COVID-19-related deaths (18.0% vs 4.5%; p = .02), and all-cause deaths (20.6% vs 5.6%; p = .02). Age (HR 1.5; 95% CI 1.0-2.3) and elevated transaminases (HR 3.5; 95% CI 2.0-6.1) were independently associated with all-cause mortality. AF was independently associated with major bleeding (HR 2.2; 95% CI 1.1-5.3). CONCLUSIONS Among patients hospitalized with COVID-19, patients with AF were older, had more comorbidities and had a higher risk of major bleeding. Age and elevated transaminases during hospitalization, but not AF nor anticoagulant treatment increased the risk of all-cause death.
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Affiliation(s)
| | | | | | - Ignacio Gil Ortega
- Department of Cardiology, Hospital Clínico Universitario Santa Lucía, Cartagena, Spain
| | - Desirée Campoy
- Thrombosis and Hemostasis Unit, Department of Hematology, Valld'Hebron University Hospital, Barcelona, Spain
| | - Tania Canals Pernas
- Departament of Hematology, Hospital Universitario Sant Joan de Reus, Reus, Spain
| | - Laia Martínez Serra
- Department of Hematology, University Hospital Sant Joan de Reus, Tarragona, Spain
| | | | | | | | - Pável Olivera
- Thrombosis and Hemostasis Unit, Department of Hematology, Valld'Hebron University Hospital, Barcelona, Spain
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