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Lehto P, Skarp S, Saukko T, Säkkinen H, Syrjälä H, Kerkelä R, Saarimäki S, Bläuer S, Porvari K, Pakanen L, Karhu J, Ala-Kokko T. Postmortem analyses of myocardial microRNA expression in sepsis. Sci Rep 2024; 14:29476. [PMID: 39604475 PMCID: PMC11603066 DOI: 10.1038/s41598-024-81114-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 11/25/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Sepsis can lead to myocardial depression, playing a significant role in sepsis pathophysiology, clinical care, and outcome. To gain more insight into the pathophysiology of the myocardial response in sepsis, we investigated the expression of microRNA in myocardial autopsy specimens in critically ill deceased with sepsis and non-septic controls. MATERIALS AND METHODS In this retrospective observational study, we obtained myocardial tissue samples collected during autopsy from adult patients deceased with sepsis (n = 15) for routine histological examination. We obtained control myocardial tissue specimens (n = 15) from medicolegal autopsies of cadavers whose cause of death was injury or who were found dead at home and the cause of death was coronary artery disease with sudden cardiac arrest. RNA was isolated from formalin-fixed paraffin- embedded (FFPE) cardiac samples using the RecoverAll Total Nucleic Acid Isolation Kit for FFPE (Invitrogen). Differentially expressed miRNAs were identified using edgeR v3.32. MicroRNA was considered up- or down-regulated if the false discovery rate was < 0.05 and logarithmic fold change (log2FC) ≥ 1 for up-regulated or log2FC ≤ -1 for down-regulated miRNAs. The mean difference and 95% confidence interval (CI) were calculated for normalized read counts. Predicted miRNA targets were retrieved using Ingenuity Pathway Analysis (IPA) software, and pathway enrichment and classification were performed using PantherDB. For miRNA - mRNA interaction analysis, differentially expressed genes were analyzed by 3`mRNA sequencing. RESULTS Differential expression analysis identified a total of 32 miRNAs in the myocardial specimens. Eight miRNAs had a significant change in the mean difference based on the 95% CI, with the largest increase in mean counts in septic samples with hsa-miR-12136 and the highest fold change with hsa-miR-146b-5p. The threshold for down-regulated miRNAs in sepsis compared to controls was obtained with hsa-miR-144-5p and hsa-miR-451a, with the latter having the largest decrease in mean counts and fold decrease. The miRNA - mRNA interaction analysis identified eight miRNAs with target genes also differentially expressed in septic hearts. The highest number of potential targets were identified for hsa-miR-363-3p. CONCLUSIONS Several regulatory miRNAs were up-or down-regulated in the myocardial tissue of patients deceased with sepsis compared to non-septic subjects. The predicted target genes of miRNAs and miRNA-mRNA interaction analysis are associated with biological functions related to cardiovascular functions, cell viability, cell adhesion, and regulation of inflammatory and immune response.
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Affiliation(s)
- Pasi Lehto
- Research Group of Intensive Care Medicine, Intensive Care Centre, Oulu University Hospital, University of Oulu and Medical Research Center (MRC), PO BOX 29, 90029, Oulu, Finland.
| | - Sini Skarp
- Research Unit of Biomedicine and Internal Medicine, University of Oulu, Oulu, Finland
- Medical Research Centre Oulu, Biocenter Oulu, Oulu University Hospital and University of Oulu, University of Oulu, Oulu, Finland
| | - Taru Saukko
- Research Group of Intensive Care Medicine, Intensive Care Centre, Oulu University Hospital, University of Oulu and Medical Research Center (MRC), PO BOX 29, 90029, Oulu, Finland
| | - Hanna Säkkinen
- Research Group of Intensive Care Medicine, Intensive Care Centre, Oulu University Hospital, University of Oulu and Medical Research Center (MRC), PO BOX 29, 90029, Oulu, Finland
| | - Hannu Syrjälä
- Research Group of Intensive Care Medicine, Intensive Care Centre, Oulu University Hospital, University of Oulu and Medical Research Center (MRC), PO BOX 29, 90029, Oulu, Finland
| | - Risto Kerkelä
- Research Unit of Biomedicine and Internal Medicine, University of Oulu, Oulu, Finland
- Medical Research Centre Oulu, Biocenter Oulu, Oulu University Hospital and University of Oulu, University of Oulu, Oulu, Finland
| | - Samu Saarimäki
- Research Unit of Biomedicine and Internal Medicine, University of Oulu, Oulu, Finland
- Medical Research Centre Oulu, Biocenter Oulu, Oulu University Hospital and University of Oulu, University of Oulu, Oulu, Finland
| | - Sonja Bläuer
- Research Group of Intensive Care Medicine, Intensive Care Centre, Oulu University Hospital, University of Oulu and Medical Research Center (MRC), PO BOX 29, 90029, Oulu, Finland
- Research Unit of Biomedicine and Internal Medicine, University of Oulu, Oulu, Finland
- Medical Research Centre Oulu, Biocenter Oulu, Oulu University Hospital and University of Oulu, University of Oulu, Oulu, Finland
| | - Katja Porvari
- Department of Forensic Medicine, Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu, PO Box 5000, 90014, Oulu, Finland
| | - Lasse Pakanen
- Department of Forensic Medicine, Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu, PO Box 5000, 90014, Oulu, Finland
- Forensic Medicine Unit, Finnish Institute for Health and Welfare, Oulu, Finland
| | - Jaana Karhu
- Research Group of Intensive Care Medicine, Intensive Care Centre, Oulu University Hospital, University of Oulu and Medical Research Center (MRC), PO BOX 29, 90029, Oulu, Finland
| | - Tero Ala-Kokko
- Research Group of Intensive Care Medicine, Intensive Care Centre, Oulu University Hospital, University of Oulu and Medical Research Center (MRC), PO BOX 29, 90029, Oulu, Finland
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Pisklova M, Osmak G. Unveiling MiRNA-124 as a biomarker in hypertrophic cardiomyopathy: An innovative approach using machine learning and intelligent data analysis. Int J Cardiol 2024; 410:132220. [PMID: 38815672 DOI: 10.1016/j.ijcard.2024.132220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 05/27/2024] [Indexed: 06/01/2024]
Abstract
BACKGROUND Hypertrophic cardiomyopathy (HCM) is a widespread hereditary cardiac pathology characterized by thickened heart walls and rearrangement of cardiomyocytes. Despite extensive research, the mechanisms underlying HCM development remain poorly understood, impeding the development of effective therapeutic and diagnostic strategies. Recent studies have suggested a polygenic nature of HCM development alongside monogenic forms. Transcriptomic profiling is a valuable tool for investigating such diseases. In this study, we propose a novel approach to study regulatory microRNAs (miRNAs) in the context of HCM, utilizing state-of-the-art data analysis tools. METHODS AND RESULTS Our method involves applying the Monte Carlo simulation and machine learning algorithm to transcriptomic data to generate high-capacity classifiers for HCM. From these classifiers, we extract key genes crucial for their performance, resulting in the identification of 16 key genes. Subsequently, we narrow down the pool of miRNAs by selecting those that may target the greatest number of key genes within the best models. We particularly focused on miR-124-3p, which we validated to have an association with HCM on an independent dataset. Subsequent investigation of its function revealed involvement of miR-124-3p in the RhoA signaling pathway. CONCLUSIONS In this study we propose a new approach to analyze transcriptomic data to search for microRNAs associated with a disease. Using this approach for transcriptomic profiling data of patients with HCM, we identified miR-124-3p as a potential regulator of the RhoA signaling pathway in the pathogenesis of HCM.
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Affiliation(s)
- Maria Pisklova
- E.I. Chazov National Medical Research Center for Cardiology, Academician Chazov st. 15a, 121552 Moscow, Russia; Pirogov Russian National Research Medical University, Ostrovitianov st. 1, 117997 Moscow, Russia
| | - German Osmak
- E.I. Chazov National Medical Research Center for Cardiology, Academician Chazov st. 15a, 121552 Moscow, Russia; Pirogov Russian National Research Medical University, Ostrovitianov st. 1, 117997 Moscow, Russia.
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Garmany R, Dasari S, Bos JM, Kim ET, Tester DJ, Dos Remedios C, Maleszewski JJ, Robertson KD, Dearani JA, Ommen SR, Giudicessi JR, Ackerman MJ. Histone Modifications and miRNA Perturbations Contribute to Transcriptional Dysregulation of Hypertrophy in Obstructive Hypertrophic Cardiomyopathy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.09.593374. [PMID: 38798679 PMCID: PMC11118430 DOI: 10.1101/2024.05.09.593374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Background Recently, we demonstrated transcriptional downregulation of hypertrophy pathways in myectomy tissue derived from patients with obstructive hypertrophic cardiomyopathy (HCM) despite translational activation of hypertrophy pathways. The mechanisms and modifiers of this transcriptional dysregulation in HCM remain unexplored. We hypothesized that miRNA and post-translational modifications of histones contribute to transcriptional dysregulation in HCM. Methods First, miRNA-sequencing and chromatin immunoprecipitation sequencing (ChIP-seq) were performed on HCM myectomy tissue and control donor hearts to characterize miRNA and differential histone marks across the genome. Next, the differential miRNA and histone marks were integrated with RNA-sequencing (RNA-seq) data. Finally, the effects of miRNA and histones were removed in silico to determine their necessity for transcriptional dysregulation of pathways. Results miRNA-analysis identified 19 differentially expressed miRNA. ChIP-seq analysis identified 2,912 (7%) differential H3K4me3 peaks, 23,339 (21%) differential H3K9ac peaks, 33 (0.05%) differential H3K9me3 peaks, 58,837 (42%) differential H3K27ac peaks, and 853 (3%) differential H3K27me3 peaks. Univariate analysis of concordance between H3K9ac with RNA-seq data showed activation of cardiac hypertrophy signaling, while H3K27me showed downregulation of cardiac hypertrophy signaling. Similarly, miRNAs were predicted to result in downregulation of cardiac hypertrophy signaling. In silico knock-out that effects either miRNA or histones attenuated transcriptional downregulation while knocking out both abolished downregulation of hypertrophy pathways completely. Conclusion Myectomy tissue from patients with obstructive HCM shows transcriptional dysregulation, including transcriptional downregulation of hypertrophy pathways mediated by miRNA and post-translational modifications of histones. Cardiac hypertrophy loci showed activation via changes in H3K9ac and a mix of activation and repression via H3K27ac.
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Lu W, Wan G, Zhu H, Zhu T, Zhang X. MiR-497-5p regulates ox-LDL-induced dysfunction in vascular endothelial cells by targeting VEGFA/p38/MAPK pathway in atherosclerosis. Heliyon 2024; 10:e28887. [PMID: 38601630 PMCID: PMC11004747 DOI: 10.1016/j.heliyon.2024.e28887] [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: 11/17/2023] [Revised: 03/21/2024] [Accepted: 03/26/2024] [Indexed: 04/12/2024] Open
Abstract
Background The impairment of endothelial cells triggered by oxidized low-density lipoprotein (ox-LDL) stands as a critical event in the advancement of atherosclerosis (AS). MiR-497-5p has been recognized as a potential predictor for AS, but its precise involvement in ox-LDL-induced endothelial cell dysfunction remains to be elucidated. Methods An in vitro AS cell model was established by exposing human umbilical vein endothelial cells (HUVECs) to 100 μg/mL ox-LDL for 24 h. The assessment of endothelial cell function included evaluating cell viability, caspase-3 activity, inflammatory factors, and oxidative markers. Molecular mechanisms were elucidated through quantitative real-time PCR, Western blot analysis, and luciferase reporter assays. Results Our investigation revealed that exposure to ox-LDL led to an upregulation in miR-497-5p and p-p38 levels, while downregulating the expression of vascular endothelial growth factor A (VEGFA) and phosphorylated (p)-endothelial nitric oxide synthase (p-eNOS) in HUVECs. Ox-LDL exposure resulted in decreased cell viability and angiogenic capacity, coupled with increased apoptosis, inflammation, and oxidative stress in HUVECs, partially mediated by the upregulation of miR-497-5p. We confirmed VEGFA as a direct target of miR-497-5p. Interfering with VEGFA expression significantly reversed the effects mediated by miR-497-5p silencing in HUVECs exposed to ox-LDL. Conclusions In summary, our findings demonstrate that miR-497-5p exacerbates ox-LDL-induced dysfunction in HUVECs through the activation of the p38/MAPK pathway, mediated by the targeting of VEGFA.
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Affiliation(s)
- Wei Lu
- Department of Cardiovascular Surgery, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, 324000, China
| | - Guoqing Wan
- School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - He Zhu
- Zhejiang Chinese Medical University, Zhejiang, China
| | - Tao Zhu
- Zhejiang Chinese Medical University, Zhejiang, China
| | - Xinmei Zhang
- Department of Cardiovascular Surgery, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, 324000, China
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Tamargo J, Tamargo M, Caballero R. Hypertrophic cardiomyopathy: an up-to-date snapshot of the clinical drug development pipeline. Expert Opin Investig Drugs 2022; 31:1027-1052. [PMID: 36062808 DOI: 10.1080/13543784.2022.2113374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Hypertrophic cardiomyopathy (HCM) is a complex cardiac disease with highly variable phenotypic expression and clinical course most often caused by sarcomeric gene mutations resulting in left ventricular hypertrophy, fibrosis, hypercontractility, and diastolic dysfunction. For almost 60 years, HCM has remained an orphan disease and still lacks a disease-specific treatment. AREAS COVERED This review summarizes recent preclinical and clinical trials with repurposed drugs and new emerging pharmacological and gene-based therapies for the treatment of HCM. EXPERT OPINION The off-label drugs routinely used alleviate symptoms but do not target the core pathophysiology of HCM or prevent or revert the phenotype. Recent advances in the genetics and pathophysiology of HCM led to the development of cardiac myosin adenosine triphosphatase inhibitors specifically directed to counteract the hypercontractility associated with HCM-causing mutations. Mavacamten, the first drug specifically developed for HCM successfully tested in a phase 3 trial, represents the major advance for the treatment of HCM. This opens new horizons for the development of novel drugs targeting HCM molecular substrates which hopefully modify the natural history of the disease. The role of current drugs in development and genetic-based approaches for the treatment of HCM are also discussed.
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Affiliation(s)
- Juan Tamargo
- Department of Pharmacology and Toxicology, School of Medicine, Universidad Complutense, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERCV, 28040 Madrid, Spain
| | - María Tamargo
- Department of Cardiology, Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERCV, Doctor Esquerdo, 46, 28007 Madrid, Spain
| | - Ricardo Caballero
- Department of Pharmacology and Toxicology, School of Medicine, Universidad Complutense, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERCV, 28040 Madrid, Spain
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Pisklova M, Osmak G, Favorova O. Regulation of SMAD Signaling Pathway by miRNAs Associated with Myocardial Fibrosis: In silico Analysis of Target Gene Networks. BIOCHEMISTRY. BIOKHIMIIA 2022; 87:832-838. [PMID: 36171647 DOI: 10.1134/s0006297922080144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 06/07/2022] [Accepted: 06/07/2022] [Indexed: 06/16/2023]
Abstract
Hypertrophic cardiomyopathy (HCM) is a hereditary heart disease caused by mutations in the sarcomere genes, which is accompanied by myocardial fibrosis leading to progressive heart failure and arrhythmias. Recent studies suggest that the HCM development involves dysregulation of gene expression. Among the molecules involved in this process are microRNAs (miRNAs), which are short non-coding RNAs. Typically, one miRNA regulates several target genes post-transcriptionally, hence, it might be difficult to determine the role of a particular miRNA in the disease pathogenesis. In this study, using the PubMed database, we selected 15 miRNAs whose expression is associated with myocardial fibrosis, one of the critical pathological processes in HCM. We then used an earlier developed algorithm to search in silico for the signaling pathways regulated by these miRNAs and found that ten of them participate in the regulation of the TGF-β/SMAD signaling pathway. At the same time, among the SMAD signaling pathway genes, the target of the most identified miRNAs was the MYC gene, which is involved in the development of fibrosis in some tissues. In our earlier work, we found that the TGF-β/SMAD pathway is also regulated by a set of other miRNAs associated with the myocardial hypertrophy in HCM. The fact that two sets of miRNAs identified in two independent bioinformatic studies are involved in the regulation of the same signaling pathway indicates that the SMAD signaling cascade is indeed a key element in the regulation of pathological processes in HCM. The obtained data might contribute to understanding pathological processes underlying HCM development.
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Affiliation(s)
- Maria Pisklova
- Chazov National Medical Research Center of Cardiology, Moscow, 121552, Russia.
- Pirogov Russian National Research Medical University, Moscow, 117997, Russia
| | - German Osmak
- Chazov National Medical Research Center of Cardiology, Moscow, 121552, Russia
- Pirogov Russian National Research Medical University, Moscow, 117997, Russia
| | - Olga Favorova
- Chazov National Medical Research Center of Cardiology, Moscow, 121552, Russia
- Pirogov Russian National Research Medical University, Moscow, 117997, Russia
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