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Yerukala Sathipati S, Carter T, Soodi D, Somto N, Shukla SK, Petronovich J, Ingrid G, Braxton J, Sharma P. MicroRNA signature predicts post operative atrial fibrillation after coronary artery bypass grafting. Sci Rep 2025; 15:18658. [PMID: 40436930 PMCID: PMC12119944 DOI: 10.1038/s41598-025-03042-3] [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: 10/14/2024] [Accepted: 05/19/2025] [Indexed: 06/01/2025] Open
Abstract
Early detection of atrial fibrillation (AFib) is crucial for altering its natural progression and complication profile. Traditional demographic and lifestyle factors often fail as predictors of AFib. This study investigated pre-operative, circulating microRNAs (miRNAs) as potential biomarkers for post-operative AFib (POAF) in patients undergoing coronary artery bypass grafting (CABG). We used an array polymerase chain reaction method to detect pre-operative, circulating miRNAs in seven patients who subsequently developed POAF after CABG (cases) and eight patients who did not develop POAF after CABG (controls). The top 10 miRNAs from 84 candidates were selected and assessed for their performance in predicting POAF using machine learning models, including Random Forest, K-Nearest Neighbors (KNN), XGBoost, and Support Vector Machine (SVM). The Random Forest and XGBoost models showed superior predictive performance, with test area under the curve (AUC) values of 0.76 and 0.83, respectively. Differential expression analysis revealed four upregulated miRNAs-hsa-miR-96-5p, hsa-miR-184, hsa-miR-17-3p, and hsa-miR-200-3p-that overlapped with the POAF-miRNA signature. The POAF-miRNA signature was significantly associated with various cardiovascular diseases, including acute myocardial infarction, hypertrophic cardiomyopathy, and heart failure. Biological pathway analysis indicated these miRNAs target key signaling pathways involved in cardiovascular pathology, such as the MAPK, PI3K-Akt, and TGF-beta signaling pathways. The identified miRNAs demonstrate significant potential as predictive biomarkers for AFib post-CABG, implicating critical cardiovascular pathways and highlighting their role in POAF development and progression. These findings suggest that miRNA signatures could enhance predictive accuracy for POAF, offering a novel, noninvasive approach to early detection and personalized management of this condition.
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Affiliation(s)
| | - Tonia Carter
- Center for Precision Medicine Research, Marshfield Clinic Research Institute, Marshfield, WI, 54449, USA
| | - Deepa Soodi
- Department of Cardiology, Marshfield Clinic Health System, Marshfield, WI, 54449, USA
| | - Nwaedozie Somto
- Department of Cardiology, Marshfield Clinic Health System, Marshfield, WI, 54449, USA
| | - Sanjay K Shukla
- Center for Precision Medicine Research, Marshfield Clinic Research Institute, Marshfield, WI, 54449, USA
| | - John Petronovich
- Department of Cardiology, Marshfield Clinic Health System, Marshfield, WI, 54449, USA
| | - Glurich Ingrid
- Integrated Research and Development Laboratory, Marshfield Clinic Research Institute, Marshfield, WI, 54449, USA
| | - John Braxton
- Department of Cardiology, Marshfield Clinic Health System, Marshfield, WI, 54449, USA
| | - Param Sharma
- Department of Cardiology, Marshfield Clinic Health System, Marshfield, WI, 54449, USA.
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Ho WL, Umais M, Bai M, Dang NB, Kumari K, Izhar S, Asrar R, Haddad T, Muzammil MA. Beyond the Beat: A Multifaceted Review of Atrial Fibrillation in Sepsis: Risk Factors, Management Strategies, and Economic Impact. Cardiol Res 2025; 16:1-14. [PMID: 39897439 PMCID: PMC11779681 DOI: 10.14740/cr1723] [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: 08/26/2024] [Accepted: 11/21/2024] [Indexed: 02/04/2025] Open
Abstract
Atrial fibrillation (AF) is a common arrhythmia in critically ill patients. The objective of this narrative review is to evaluate the characteristics of patients who develop new-onset atrial fibrillation (NOAF) because of sepsis, current management of NOAF in sepsis patients, special consideration in different populations that developed NOAF, health economic and quality of life of patients. We conducted a literature search on PubMed to find research related to NOAF, sepsis and critical illness. Nineteen studies were analyzed for risk factors and outcomes. The incidence rate ranges from 0.53% to 43.9% among these studies. There were numerous risk factors that had been reported from these articles. The most reported risk factors included advanced age, male sex, White race, and cardiovascular comorbidities. The management of septic patients is significantly challenging because of the unfavorable cardiovascular consequences and thromboembolic hazards associated with NOAF. There are comprehensive guidelines available for managing AF, but the effectiveness and safety of therapies in patients with sepsis are still uncertain. Various approaches for managing newly diagnosed AF have been explored. Sinus rhythm can be restored through either pharmacological or non-pharmacological intervention or combination of both. In addition, thromboembolism is a complication that can occur in patients with AF and can have a negative impact on the prognosis of sepsis patients. The use of anticoagulation to prevent stroke after NOAF in sepsis patients is still controversial. Extensive prospective investigations are required to have a deeper understanding of the necessity for anticoagulation following NOAF in sepsis. Beside the treatment of NOAF, early detection of NOAF in sepsis plays a critical role. The prompt initiation of rhythm control medication following a clinical diagnosis of AF can enhance cardiovascular outcomes and reduce mortality in patients with AF and cardiovascular risk factors. Additionally, NOAF in the intensive care unit can prolong hospital stays, increasing hospitalization costs and burdening the hospital. Therefore, preventing and managing NOAF effectively not only benefit the patients but also the hospital in financial aspect. Lastly, to address the existing gaps in knowledge, future research should focus on developing machine learning models that can accurately anticipate risks, establish long-term follow-up protocols, and create complete monitoring systems. The focus is on early intervention and personalized approaches to improve outcomes and quality of life.
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Affiliation(s)
- Wing Lam Ho
- St George’s University School of Medicine, West Indies, Grenada
| | | | - Meena Bai
- Peoples University of Medical and Health Sciences for Women Nawabshah, Sindh, Pakistan
| | - Ngoc Bao Dang
- College of Health Sciences, VinUniversity, Hanoi, Vietnam
| | - Kajal Kumari
- Liaquat University of Medical and Health Sciences Jamshoro, Sindh, Pakistan
| | - Sara Izhar
- Jinnah Sindh Medical University, Karachi, Pakistan
| | - Rabia Asrar
- Dow University of Health sciences, Karachi, Pakistan
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Zhuang Y, Qiao Z, Bi X, Han D, Jiang Q, Zhang Y, Wang F, Liu M, An Q, Shangguan J, Shen D. Screening and Bioinformatics Analysis of Crucial Gene of Heart Failure and Atrial Fibrillation Based on GEO Database. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:1319. [PMID: 36295481 PMCID: PMC9608246 DOI: 10.3390/medicina58101319] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/31/2022] [Accepted: 09/16/2022] [Indexed: 04/01/2025]
Abstract
Background and objectives: In clinical practice, we observed that the prognoses of patients with heart failure and atrial fibrillation were worse than those of patients with only heart failure or atrial fibrillation. The study aims to get a better understanding of the common pathogenesis of the two diseases and find new therapeutic targets. Materials and Methods: We downloaded heart failure datasets and atrial fibrillation datasets from the gene expression omnibus database. The common DEGs (differentially expressed genes) in heart failure and atrial fibrillation were identified by a series of bioinformatics methods. To better understand the functions and possible pathways of DEGs, we performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. Results: We identified 22 up-regulated genes and 14 down-regulated genes in two datasets of heart failure and 475 up-regulated and 110 down-regulated genes in atrial fibrillation datasets. In addition, two co-upregulated (FRZB, SFRP4) and three co-downregulated genes (ENTPPL, AQP4, C1orf105) were identified. GO enrichment results showed that these common differentially expressed genes were mainly concentrated in the signal regulation of the Wnt pathway. Conclusions: We found five crucial genes in heart failure and atrial fibrillation, which may be potential therapeutic targets for patients with heart failure and atrial fibrillation.
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Affiliation(s)
- Yuansong Zhuang
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Zhentao Qiao
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Xuanye Bi
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Dongjian Han
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Qingjiao Jiang
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Yi Zhang
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Fuhang Wang
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Miaomiao Liu
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Quanxu An
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Jiahong Shangguan
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Deliang Shen
- Cardiology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
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Keefe JA, Wehrens XHT, Dobrev D. Common disease-promoting signalling pathways in heart failure and atrial fibrillation: putative underlying mechanisms and potential therapeutic consequences. Cardiovasc Res 2022; 118:2397-2399. [PMID: 35788838 DOI: 10.1093/cvr/cvac107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Indexed: 11/15/2022] Open
Affiliation(s)
- Joshua A Keefe
- Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX 77030, USA
- Departments of Integrative Physiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Xander H T Wehrens
- Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX 77030, USA
- Departments of Integrative Physiology, Baylor College of Medicine, Houston, TX 77030, USA
- Medicine (Cardiology), Baylor College of Medicine, Houston, TX 77030, USA
- Pediatrics (Cardiology), Baylor College of Medicine, Houston, TX 77030, USA
- Center for Space Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Dobromir Dobrev
- Departments of Integrative Physiology, Baylor College of Medicine, Houston, TX 77030, USA
- Institute of Pharmacology, West German Heart and Vascular Center, University Duisburg-Essen, 45147 Essen, Germany
- Department of Medicine and Research Center, Montreal Heart Institute and Université de Montréal, Montréal, QC H1T 1C8, Canada
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Li D, Xu X, Gao Y, Wang J, Yin Y, Yao B, Zhao L, Wang H, Wang H, Dong J, Zhang J, Peng R. Hsp72-Based Effect and Mechanism of Microwave Radiation-Induced Cardiac Injury in Rats. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:7145415. [PMID: 36035207 PMCID: PMC9410832 DOI: 10.1155/2022/7145415] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 07/08/2022] [Accepted: 07/19/2022] [Indexed: 11/18/2022]
Abstract
The purpose of this study was to determine the role of heat shock protein 72 (Hsp72) changes in cardiac injury caused by microwave radiation, aimed at providing novel insights into the mechanism of this damage. A digital thermometer was used to measure the rectal temperature of the rats' pre- and post-radiation. On the 1st, 7th, 14th, and 28th days post-radiation, the changes in electrocardiogram (ECG) were analyzed by a multi-channel physiological recorder. The myocardial enzyme activities and ion concentrations were detected by an automatic biochemical analyzer. Additionally, the levels of myocardial injury markers were established by the enzyme-linked immunosorbent assay (ELISA), and those of hormones were measured by radioimmunoassay. The structure and ultrastructure of the myocardial tissue were observed using an optical microscope and transmission electron microscopy (TEM). The expression of Hsp72 was measured by Western blot and immunofluorescence analyses. Post-exposure, the rectal temperature in the R-group increased significantly, ECG was disordered, and the concentrations of ions were decreased. Furthermore, the activities of myocardial enzymes were changed, and the contents of myocardial injury markers and hormones were increased. We observed damage to the structure and ultrastructure and significantly increased expression of Hsp72. As a whole, the results indicated that S-wave microwave radiation at 30 mW/cm2 for 35 min resulted in damage to the cardiac functionality organigram, caused by a combination of the thermal and nonthermal effects.
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Affiliation(s)
- Dayan Li
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Xinping Xu
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Yabing Gao
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Juan Wang
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Yue Yin
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Binwei Yao
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Li Zhao
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Haoyu Wang
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Hui Wang
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Ji Dong
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Jing Zhang
- Beijing Institute of Radiation Medicine, Beijing, China
| | - Ruiyun Peng
- Beijing Institute of Radiation Medicine, Beijing, China
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Chang G, Chen Y, Liu Z, Wang Y, Ge W, Kang Y, Guo S. The PD-1 with PD-L1 Axis Is Pertinent with the Immune Modulation of Atrial Fibrillation by Regulating T Cell Excitation and Promoting the Secretion of Inflammatory Factors. J Immunol Res 2022; 2022:3647817. [PMID: 35600045 PMCID: PMC9119745 DOI: 10.1155/2022/3647817] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/18/2022] [Indexed: 11/17/2022] Open
Abstract
Objective To analyze the role of PD-1/PD-L1 signaling pathway in regulating T cell activation and secretion of proinflammatory factors in atrial fibrillation. Methods Forty-five patients with atrial fibrillation admitted to the cardiology department of our hospital from July 2019 to March 2021 were selected to be included in the atrial fibrillation group, and another 45 healthy volunteers were selected as the control group to compare the changes of T cell CD69 and human leukocyte antigen-DR (HLA-DR) expression in the peripheral blood of the two study groups; compare the changes of programmed death factor-1 on CD4+ and CD8+ lymphocytes in the peripheral blood of the two groups (PD-1) expression changes and PD-L1 and PD-L2 expression changes on peripheral blood myeloid dendritic cells (mDCs) cells; compare the changes of interleukin-2, interleukin-6, interleukin-10, and interleukin-17A (IL-2, IL-6, IL-10, and IL-17), tumor necrosis factor (TNF), and interferon gamma (IFN-γ) concentrations on peripheral blood inflammatory factors in the two groups; and isolate the two groups of peripheral blood mDCs cells; α interferon upregulated PD-L1 expression in the cells and analyzed the effect of PD-L1 expression on the ability of mDCs to stimulate T cells to secrete cytokines. Results The positive expression rates of CD69 and HLA-DR on peripheral blood CD3+ T lymphocytes were significantly higher in patients in the atrial fibrillation group than in the control group, and the differences were statistically significant (P < 0.01). The positive expression rate of PD-1 on CD4+ lymphocytes was significantly lower in patients in the atrial fibrillation group than in the control group (P < 0.01). There was no statistically significant difference between the two groups in terms of PD-1 positive expression rate on CD8+ lymphocytes (P > 0.05). The positive expression rate of PD-L1 on mDCs cells was significantly lower in patients in the atrial fibrillation group than in the control group (P < 0.01), and there was no statistically significant difference between the two groups in the positive expression rate of PD-L2 on mDCs cells, PD-L1, and PD-L2 on CD4+ and CD8+ T cells (P > 0.05). The concentrations of IL-2, IL-6, IL-10, and IFN-γ in peripheral blood were significantly higher in patients in the atrial fibrillation group than in the control group (P < 0.05), and there was no statistically significant difference in the comparison of IL-17A and TNF concentrations in peripheral blood between the two groups (P > 0.05). In the atrial fibrillation group, the ability of mDCs to stimulate T cells to secrete IL-2 and IFN-γ was significantly higher, and the ability to secrete IL-10 was significantly lower compared with the control group (P < 0.05). After α interferon upregulated PD-L1 expression in cells, the ability of mDCs to stimulate T cells to secrete IL-2, IL-10, and IFN-γ cytokines was reversed in patients in the atrial fibrillation group, and the differences compared with the control group were not statistically significant (P > 0.05). Conclusion PD-1/PD-L1 signaling pathway may play an immunomodulatory role in the pathogenesis of atrial fibrillation by promoting increased secretion of inflammatory factors through regulating T cell activation.
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Affiliation(s)
- Guodong Chang
- Department of Cardiology, The First People's Hospital of Shangqiu, China
| | - Yingwei Chen
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, China
| | - Zichang Liu
- Department of Cardiology, The First People's Hospital of Shangqiu, China
| | - Yong Wang
- Department of Cardiology, The First People's Hospital of Shangqiu, China
| | - Wenkun Ge
- Department of Cardiology, The First People's Hospital of Shangqiu, China
| | - Yongan Kang
- Department of Cardiology, The First People's Hospital of Shangqiu, China
| | - Shuling Guo
- Department of Cardiology, Xuchang Central Hospital, China
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Pan B, Hu D, Sun H, Lv T, Xu W, Tian J. Pediatric Diastolic Heart Failure: Clinical Features Description of 421 Cases. Front Pediatr 2022; 10:846408. [PMID: 35586825 PMCID: PMC9108191 DOI: 10.3389/fped.2022.846408] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 04/11/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND AND AIM Heart failure in children differs substantially from the adult population. Clinical characteristics of pediatric diastolic heart failure has rarely been reported. In this study, we aimed to summary the causes, clinical features, lab tests, and treatment effect of pediatric diastolic heart failure. METHODS This study was a single center, retrospective study conducted in Children's Hospital of Chongqing Medical University. Children who were diagnosed with diastolic heart failure (DHF) without systolic heart failure (SHF) between 2006 and 2014 were included. Meanwhile, SHF (without DHF) cases were also collected from 2013 to 2014. RESULTS A total of 421 DHF and 42 SHF cases were included. The average age of pediatric DHF was 1.89 ± 3.29 years old, significant younger than that of SHF (4.65 ± 4.90). The top three cardiovascular causes of DHF were complex congenital heart malformations (53.4%), simple congenital heart defect (15.7%), and cardiomyopathy (7.4%). Alternatively, number of cardiomyopathy cases (57.1%) ranked first in SHF group. Simple congenital heart diseases (CHDs) rarely caused SHF. The most common symptom and sign were tachypnea and hepatomegaly in pediatric HF. Symptoms like cyanosis, feeding difficulty, be fidgety, pale, fatigue, and edema were valuable in differential diagnosis of DHF and SHF in children. B-type natriuretic peptide (BNP) increase was found in 36.9% of DHF children, and 60% in SHF patients. Sensitivity of BNP greater than 100 pg/ml in diagnosis of DHF was 0.37, and specificity of it was 0.86. Diastolic function indicators, such as E/A (early wave/late wave) ratio, IVRT (isovolumic relaxation time) were significant recovered after treatment in DHF patients. Less therapeutic benefits were achieved in children with cardiomyopathy induced DHF, in compared with non-cardiomyopathy patients. CONCLUSION Pediatric DHF and SHF were largely different in primary causes, clinical symptoms and signs and short-term prognosis. There was a limit diagnostic value of BNP with 100 pg/ml as cut-off value in pediatric DHF. Larger, multicenter studies of pediatric DHF are required in the future.
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Affiliation(s)
- Bo Pan
- Department of Cardiology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China.,Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Di Hu
- Department of Otorhinolaryngology, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Huichao Sun
- Department of Cardiology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Tiewei Lv
- Department of Cardiology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Wangguo Xu
- Department of Cardiology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Jie Tian
- Department of Cardiology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
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