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Wyderka R, Ołpińska B, Diakowska D, Leśków A, Osuch Ł, Borger M, Brzezińska B, Łoboz-Rudnicka M, Jaroch J. Apelinergic System in the Left Ventricle Adverse Remodeling After Myocardial Infarction: A Preliminary Study. Vasc Health Risk Manag 2025; 21:279-291. [PMID: 40297796 PMCID: PMC12036603 DOI: 10.2147/vhrm.s507783] [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: 11/21/2024] [Accepted: 03/25/2025] [Indexed: 04/30/2025] Open
Abstract
Background Despite a growing evidence from the animal models of the cardioprotective function of the apelinergic system in the setting of myocardial infarction, little is known on the role of apelinergic system in the development of post- infarction adverse left ventricle remodeling in humans. Methods The study group consisted of 49 patients with first-time ST-segment elevation myocardial infarction of anterior wall treated invasively. Echocardiography was performed on index hospitalization and on one-year check-up, with categorizing the study population into group with adverse LV remodeling defined as an increase of LV end diastolic volume by >20% (n = 12) and the group without adverse remodeling (n = 29). ELA, AP-17, AP-13 and APJ receptor levels were measured on one-year follow-up. Results Patients with adverse LV remodeling presented significantly higher plasma level of apelin-13 (85.63 [75.43-96.13] vs 65.43 [57.35-69.35], p = 0.001) and apelin-17 (69.36 [42.61-77.04] vs 30.04 [25.97-41.95], p = 0.004). In a univariable logistic regression analysis, higher LVEDV and LVEDV1, higher LVESV and LVESVi, lower LVEF, higher WMSI score, higher SYNTAX score, higher levels of hs-CRP during index hospitalization and higher levels of AP-13 and AP-17 on the one-year check-up were associated with adverse LV remodeling. In multivariable logistic regression analysis, only AP-17 level was independently associated with adverse LV remodeling (p = 0.050). Conclusion Apelinergic system may be involved in the development of post- infarction adverse left ventricle remodeling.
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Affiliation(s)
- Rafał Wyderka
- Department of Cardiology, Tadeusz Marciniak Lower Silesia Specialist Hospital-Emergency Medicine Center, Wroclaw, Poland
- Faculty of Medicine, Wroclaw University of Science and Technology, Wroclaw, Poland
| | - Bogusława Ołpińska
- Department of Cardiology, Tadeusz Marciniak Lower Silesia Specialist Hospital-Emergency Medicine Center, Wroclaw, Poland
| | - Dorota Diakowska
- Division of Medical Biology, Faculty of Nursing and Midwifery, Wroclaw Medical University, Wroclaw, Poland
| | - Anna Leśków
- Division of Medical Biology, Faculty of Nursing and Midwifery, Wroclaw Medical University, Wroclaw, Poland
| | - Łukasz Osuch
- Department of Cardiology, Tadeusz Marciniak Lower Silesia Specialist Hospital-Emergency Medicine Center, Wroclaw, Poland
| | - Michał Borger
- Department of Cardiology, Tadeusz Marciniak Lower Silesia Specialist Hospital-Emergency Medicine Center, Wroclaw, Poland
| | - Barbara Brzezińska
- Department of Cardiology, Tadeusz Marciniak Lower Silesia Specialist Hospital-Emergency Medicine Center, Wroclaw, Poland
| | - Maria Łoboz-Rudnicka
- Department of Cardiology, Tadeusz Marciniak Lower Silesia Specialist Hospital-Emergency Medicine Center, Wroclaw, Poland
| | - Joanna Jaroch
- Department of Cardiology, Tadeusz Marciniak Lower Silesia Specialist Hospital-Emergency Medicine Center, Wroclaw, Poland
- Faculty of Medicine, Wroclaw University of Science and Technology, Wroclaw, Poland
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Karimi M, Shirsalimi N, Sedighi E. Apelin-13 as a novel diagnostic laboratory biomarker in thromboembolic disorders: a review of literature with prospective insights. Int J Emerg Med 2024; 17:190. [PMID: 39695958 DOI: 10.1186/s12245-024-00774-3] [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: 11/04/2024] [Accepted: 11/27/2024] [Indexed: 12/20/2024] Open
Abstract
Thromboembolic disorders, including deep vein thrombosis (DVT) and pulmonary embolism (PE), are major global health concerns, causing significant morbidity and mortality. Early diagnosis is crucial for effective treatment and improved patient outcomes. Recent research has identified Apelin-13, a bioactive peptide in the apelin family, as a promising diagnostic biomarker for Thromboembolic disorders. Apelin-13 supports vascular health by regulating protease balance through plasminogen activator inhibitors and modulating endothelial cell function. Additionally, it plays a vital role in coagulation, with elevated levels associated with an increased risk of clot formation, suggesting its utility in predicting thrombosis risk, particularly in preoperative evaluations. Findings indicate that the Apelin-13 pathway shows significant promise as a biomarker for Thromboembolic disorders, underscoring its potential therapeutic applications and the need for further investigation. This review synthesizes current literature on thromboembolic disorders and associated laboratory biomarkers, with a particular focus on Apelin-13. It examines Apelin-13's role in disease mechanisms, its physiological functions, and its potential as a diagnostic biomarker in thromboembolic conditions.
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Affiliation(s)
- Mehdi Karimi
- Faculty of Medicine, Bogomolets National Medical University (NMU), Kyiv, Ukraine.
| | - Niyousha Shirsalimi
- Faculty of Medicine, Bogomolets National Medical University (NMU), Kyiv, Ukraine
| | - Eshagh Sedighi
- Faculty of Medicine, Hamadan University of Medical Science (UMSHA), Hamadan, Iran
- Department of Veterinary Medicine, Islamic Azad University Branch of Urmia, Urmia, Iran
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Alzaabi MA, Abdelsalam A, Alhammadi M, Bani Hani H, Almheiri A, Al Matrooshi N, Al Zaman K. Evaluating Biomarkers as Tools for Early Detection and Prognosis of Heart Failure: A Comprehensive Review. Card Fail Rev 2024; 10:e06. [PMID: 38915376 PMCID: PMC11194781 DOI: 10.15420/cfr.2023.24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 03/19/2024] [Indexed: 06/26/2024] Open
Abstract
There is a high prevalence of heart failure (HF) worldwide, which has significant consequences for healthcare costs, patient death and quality of life. Therefore, there has been much focus on finding and using biomarkers for early diagnosis, prognostication and therapy of HF. This overview of the research presents a thorough examination of the current state of HF biomarkers and their many uses. Their function in diagnosing HF, gauging its severity and monitoring its response to therapy are all discussed. Particularly promising in HF diagnosis and risk stratification are the cardiac-specific biomarkers, B-type natriuretic peptide and N-terminal pro-B-type natriuretic peptide. Markers of oxidative stress, extracellular matrix, renal function, inflammation and cardiac peptides have shown promise in evaluating HF severity and prognosis. MicroRNAs and insulin-like growth factor are two emerging biomarkers that have shown potential in helping with HF diagnosis and prognosis.
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Affiliation(s)
- Moza A Alzaabi
- Cardiothoracic Surgery, Heart, Vascular & Thoracic Institute, Cleveland Clinic Abu DhabiAbu Dhabi, United Arab Emirates
| | - Amin Abdelsalam
- Department of Cardiology, Al Qassemi HospitalSharjah, United Arab Emirates
| | - Majid Alhammadi
- College of Medicine, University of SharjahSharjah, United Arab Emirates
| | - Hasan Bani Hani
- College of Medicine, University of SharjahSharjah, United Arab Emirates
| | - Ali Almheiri
- College of Medicine, University of SharjahSharjah, United Arab Emirates
| | - Nadya Al Matrooshi
- Cardiothoracic Surgery, Heart, Vascular & Thoracic Institute, Cleveland Clinic Abu DhabiAbu Dhabi, United Arab Emirates
| | - Khaled Al Zaman
- Cardiothoracic Surgery, Heart, Vascular & Thoracic Institute, Cleveland Clinic Abu DhabiAbu Dhabi, United Arab Emirates
- College of Medicine, University of SharjahSharjah, United Arab Emirates
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Berezina TA, Fushtey IM, Berezin AA, Pavlov SV, Berezin AE. Predictors of Kidney Function Outcomes and Their Relation to SGLT2 Inhibitor Dapagliflozin in Patients with Type 2 Diabetes Mellitus Who Had Chronic Heart Failure. Adv Ther 2024; 41:292-314. [PMID: 37935870 PMCID: PMC10796534 DOI: 10.1007/s12325-023-02683-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 09/07/2023] [Indexed: 11/09/2023]
Abstract
INTRODUCTION Sodium-glucose cotransporter 2 inhibitors (SGLT2i) have a favorable impact on the kidney function in patients with heart failure (HF), while there is no clear evidence of what factors predict this effect. The aim of the study was to identify plausible predictors for kidney function outcome among patients with HF and investigate their association with SGLT2i. METHODS We prospectively enrolled 480 patients with type 2 diabetes mellitus (T2DM) treated with diet and metformin and concomitant chronic HF and followed them for 52 weeks. In the study, we determined kidney outcome as a composite of ≥ 40% reduced estimated glomerular filtration rate from baseline, newly diagnosed end-stage kidney disease or kidney replacement therapy. The relevant medical information and measurement of the biomarkers (N-terminal natriuretic pro-peptide, irisin, apelin, adropin, C-reactive protein, tumor necrosis factor-alpha) were collected at baseline and at the end of the study. RESULTS The composite kidney outcome was detected in 88 (18.3%) patients of the entire population. All patients received guideline-recommended optimal therapy, which was adjusted to phenotype/severity of HF, cardiovascular risk and comorbidity profiles, and fasting glycemia. Levels of irisin, adropin and apelin significantly increased in patients without clinical endpoint, whereas in those with composite endpoint the biomarker levels exhibited a decrease with borderline statistical significance (p = 0.05). We noticed that irisin ≤ 4.50 ng/ml at baseline and a ≤ 15% increase in irisin serum levels added more valuable predictive information than the reference variable. However, the combination of irisin ≤ 4.50 ng/ml at baseline and ≤ 15% increase in irisin serum levels (area under curve = 0.91; 95% confidence interval = 0.87-0.95) improved the discriminative value of each biomarker alone. CONCLUSION We suggest that low levels of irisin and its inadequate increase during administration of SGLT2i are promising predictors for unfavorable kidney outcome among patients with T2DM and concomitant HF.
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Affiliation(s)
- Tetiana A Berezina
- Department of Internal Medicine and Nephrology, VitaCenter, Zaporozhye, 69000, Ukraine
| | - Ivan M Fushtey
- Department of Internal Medicine, Zaporozhye Medical Academy of Postgraduate Education, Zaporozhye, 69096, Ukraine
| | - Alexander A Berezin
- Department of Internal Medicine, Zaporozhye Medical Academy of Postgraduate Education, Zaporozhye, 69096, Ukraine
- Department of Psychosomatic Medicine and Psychotherapy, Klinik Barmelweid, 5017, Erlinsbach, Switzerland
| | - Sergii V Pavlov
- Department Clinical and Laboratory Diagnostics, Zaporozhye State Medical University, Zaporozhye, 69035, Ukraine
| | - Alexander E Berezin
- Department of Cardiology, Vita Center, Zaporozhye, 69000, Ukraine.
- Division of Cardiology, Department of Internal Medicine II, Paracelsus Medical University Salzburg, 5020, Salzburg, Austria.
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Zeng GG, Tang SS, Jiang WL, Yu J, Nie GY, Tang CK. Apelin-13: A Protective Role in Vascular Diseases. Curr Probl Cardiol 2024; 49:102088. [PMID: 37716542 DOI: 10.1016/j.cpcardiol.2023.102088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 09/12/2023] [Indexed: 09/18/2023]
Abstract
Vascular disease is a common problem with high mortality all over the world. Apelin-13, a key subtype of apelin, takes part in many physiological and pathological responses via regulating many target genes and target molecules or participating in many signaling pathways. More and more studies have demonstrated that apelin-13 is implicated in the onset and progression of vascular disease in recent years. It has been shown that apelin-13 could ameliorate vascular disease by inhibiting inflammation, restraining apoptosis, suppressing oxidative stress, and facilitating autophagy. In this article, we sum up the progress of apelin-13 in the occurrence and development of vascular disease and offer some insightful views about the treatment and prevention strategies of vascular disease.
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Affiliation(s)
- Guang-Gui Zeng
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerology of Hunan Province, Hunan International Scientific and Technological Cooperation Base of Arteriosclerotic Disease, Hengyang Medical School, University of South China, Hengyang, Hunan, China; 2020 Grade Excellent Doctor Class of Hengyang Medical College, University of South China, Hengyang, Hunan, China; The Seventh Affiliated Hospital University of South China/ Hunan Veterans Administration Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, China; Departments of Clinical Medicine, Hengyang Medical College, University of South China, Hengyang, Hunan, People's Republic of China
| | - Shang-Shu Tang
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerology of Hunan Province, Hunan International Scientific and Technological Cooperation Base of Arteriosclerotic Disease, Hengyang Medical School, University of South China, Hengyang, Hunan, China; 2020 Grade Excellent Doctor Class of Hengyang Medical College, University of South China, Hengyang, Hunan, China; The Seventh Affiliated Hospital University of South China/ Hunan Veterans Administration Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, China; Departments of Clinical Medicine, Hengyang Medical College, University of South China, Hengyang, Hunan, People's Republic of China
| | - Wan-Li Jiang
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerology of Hunan Province, Hunan International Scientific and Technological Cooperation Base of Arteriosclerotic Disease, Hengyang Medical School, University of South China, Hengyang, Hunan, China; 2020 Grade Excellent Doctor Class of Hengyang Medical College, University of South China, Hengyang, Hunan, China; The Seventh Affiliated Hospital University of South China/ Hunan Veterans Administration Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, China; Departments of Clinical Medicine, Hengyang Medical College, University of South China, Hengyang, Hunan, People's Republic of China
| | - Jiang Yu
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerology of Hunan Province, Hunan International Scientific and Technological Cooperation Base of Arteriosclerotic Disease, Hengyang Medical School, University of South China, Hengyang, Hunan, China; 2020 Grade Excellent Doctor Class of Hengyang Medical College, University of South China, Hengyang, Hunan, China; The Seventh Affiliated Hospital University of South China/ Hunan Veterans Administration Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, China; Departments of Clinical Medicine, Hengyang Medical College, University of South China, Hengyang, Hunan, People's Republic of China
| | - Gui-Ying Nie
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerology of Hunan Province, Hunan International Scientific and Technological Cooperation Base of Arteriosclerotic Disease, Hengyang Medical School, University of South China, Hengyang, Hunan, China; 2020 Grade Excellent Doctor Class of Hengyang Medical College, University of South China, Hengyang, Hunan, China; The Seventh Affiliated Hospital University of South China/ Hunan Veterans Administration Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, China; Departments of Clinical Medicine, Hengyang Medical College, University of South China, Hengyang, Hunan, People's Republic of China
| | - Chao-Ke Tang
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerology of Hunan Province, Hunan International Scientific and Technological Cooperation Base of Arteriosclerotic Disease, Hengyang Medical School, University of South China, Hengyang, Hunan, China; 2020 Grade Excellent Doctor Class of Hengyang Medical College, University of South China, Hengyang, Hunan, China; The Seventh Affiliated Hospital University of South China/ Hunan Veterans Administration Hospital, Hengyang Medical School, University of South China, Changsha, Hunan, China; Departments of Clinical Medicine, Hengyang Medical College, University of South China, Hengyang, Hunan, People's Republic of China.
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Martins D, Garcia LR, Queiroz DAR, Lazzarin T, Tonon CR, Balin PDS, Polegato BF, de Paiva SAR, Azevedo PS, Minicucci MF, Zornoff L. Oxidative Stress as a Therapeutic Target of Cardiac Remodeling. Antioxidants (Basel) 2022; 11:antiox11122371. [PMID: 36552578 PMCID: PMC9774406 DOI: 10.3390/antiox11122371] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 11/22/2022] [Accepted: 11/28/2022] [Indexed: 12/02/2022] Open
Abstract
Cardiac remodeling is defined as a group of molecular, cellular, and interstitial changes that clinically manifest as changes in the heart's size, mass, geometry, and function after different stimuli. It is important to emphasize that remodeling plays a pathophysiological role in the onset and progression of ventricular dysfunction and subsequent heart failure. Therefore, strategies to mitigate this process are critical. Different factors, including neurohormonal activation, can regulate the remodeling process and increase cell death, alterations in contractile and regulatory proteins, alterations in energy metabolism, changes in genomics, inflammation, changes in calcium transit, metalloproteases activation, fibrosis, alterations in matricellular proteins, and changes in left ventricular geometry, among other mechanisms. More recently, the role of reactive oxygen species and oxidative stress as modulators of remodeling has been gaining attention. Therefore, this review assesses the role of oxidative stress as a therapeutic target of cardiac remodeling.
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Affiliation(s)
- Danilo Martins
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Leonardo Rufino Garcia
- Surgery and Orthopedics Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Diego Aparecido Rios Queiroz
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Taline Lazzarin
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Carolina Rodrigues Tonon
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Paola da Silva Balin
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Bertha Furlan Polegato
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Sergio Alberto Rupp de Paiva
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Paula Schmidt Azevedo
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Marcos Ferreira Minicucci
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
| | - Leonardo Zornoff
- Internal Medicine Department, Botucatu Medical School, São Paulo State University (UNESP), Botucatu 01049-010, Brazil
- Correspondence:
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Chiorescu RM, Lazar RD, Buksa SB, Mocan M, Blendea D. Biomarkers of Volume Overload and Edema in Heart Failure With Reduced Ejection Fraction. Front Cardiovasc Med 2022; 9:910100. [PMID: 35783848 PMCID: PMC9247259 DOI: 10.3389/fcvm.2022.910100] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 05/23/2022] [Indexed: 12/19/2022] Open
Abstract
From a pathogenetic point of view, heart failure (HF) is characterized by the activation of several neurohumoral pathways with a role in maintaining the cardiac output and the adequate perfusion pressure in target organs and tissues. Decreased cardiac output in HF with reduced ejection fraction causes activation of the sympathetic nervous system, the renin angiotensin aldosterone system, arginine-vasopressin system, natriuretic peptides, and endothelin, all of which cause water and salt retention in the body. As a result, patients will present clinically as the main symptoms: dyspnea and peripheral edema caused by fluid redistribution to the lungs and/or by fluid overload. By studying these pathophysiological mechanisms, biomarkers with a prognostic and therapeutic role in the management of edema were identified in patients with HF with low ejection fraction. This review aims to summarize the current data from the specialty literature of such biomarkers with a role in the pathogenesis of edema in HF with low ejection fraction. These biomarkers may be the basis for risk stratification and the development of new therapeutic means in the treatment of edema in these patients.
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Affiliation(s)
- Roxana Mihaela Chiorescu
- Department of Internal Medicine, “Iuliu Haţieganu” University of Medicine and Pharmacy, Cluj-Napoca, Romania
- Department of Internal Medicine, Emergency Clinical County Hospital, Cluj-Napoca, Romania
| | - Roxana-Daiana Lazar
- Nicolae Stancioiu Heart Institute, Cluj-Napoca, Romania
- *Correspondence: Roxana-Daiana Lazar
| | - Sándor-Botond Buksa
- Department of Internal Medicine, Emergency Clinical County Hospital, Cluj-Napoca, Romania
| | - Mihaela Mocan
- Department of Internal Medicine, “Iuliu Haţieganu” University of Medicine and Pharmacy, Cluj-Napoca, Romania
- Department of Internal Medicine, Emergency Clinical County Hospital, Cluj-Napoca, Romania
| | - Dan Blendea
- Department of Internal Medicine, “Iuliu Haţieganu” University of Medicine and Pharmacy, Cluj-Napoca, Romania
- Nicolae Stancioiu Heart Institute, Cluj-Napoca, Romania
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The Bioinformatical Identification of Potential Biomarkers in Heart Failure Diagnosis and Treatment. Genet Res (Camb) 2022; 2022:8727566. [PMID: 35645616 PMCID: PMC9126668 DOI: 10.1155/2022/8727566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 04/11/2022] [Accepted: 04/15/2022] [Indexed: 12/20/2022] Open
Abstract
Background Heart failure (HF) is defined as the inability of the heart's systolic and diastolic function to properly discharge blood flow from the veins to the heart. The goal of our research is to look into the possible mechanism that causes HF. Methods The GSE5406 database was used for screening the differentially expressed genes (DEGs). Gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Protein-Protein Interaction (PPI) network were applied to analyze DEGs. Besides, cell counting Kit-8 (CCK-8) was conducted to observe the knockdown effect of hub genes on cell proliferation. Results Finally, 377 upregulated and 461 downregulated DEGs came out, enriched in the extracellular matrix organization and gap junction. According to GSEA results, Hoft cd4 positive alpha beta memory t cell bcg vaccine age 18–45 yo id 7 dy top 100 deg ex vivo up, Sobolev t cell pandemrix age 18–64 yo 7 dy dn, and so on were significantly related to gene set GSE5406. 7 hub genes, such as COL1A1, UBB, COL3A1, HSP90AA1, MYC, STAT3 and MAPK1, were selected from PPI networks. CCK-8 indicated silencing of STAT3 promoted the proliferation of H9C2 cells and silencing of UBB inhibited the proliferation of H9C2 cells. Conclusion Our analysis reveals that COL1A1, UBB, COL3A1, HSP90AA1, MYC, STAT3, and MAPK1 might promote the progression of HF and become the biomarkers for diagnosis and treatment of HF.
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