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Chen K, Shi Y, Zhu H. Analysis of the role of glucose metabolism-related genes in dilated cardiomyopathy based on bioinformatics. J Thorac Dis 2023; 15:3870-3884. [PMID: 37559624 PMCID: PMC10407475 DOI: 10.21037/jtd-23-906] [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: 06/05/2023] [Accepted: 07/12/2023] [Indexed: 08/11/2023]
Abstract
BACKGROUND Dilated cardiomyopathy (DCM) is a prevalent condition with diverse etiologies, including viral infection, autoimmune response, and genetic factors. Despite the crucial role of energy metabolism in cardiac function, therapeutic targets for key genes in DCM's energy metabolism remain scarce. METHODS Our study employed the GSE79962 and GSE42955 datasets from the Gene Expression Omnibus (GEO) database for myocardial tissue sample collection and target gene identification via differential gene expression screening. Using various R packages, GSEA software, and the STRING database, we conducted data analysis, gene set enrichment, and protein-protein interaction predictions. The least absolute shrinkage and selection operator (LASSO) and Support Vector Machine (SVM) algorithms aided in feature gene selection, while the predictive model's efficiency was evaluated via the receiver operating characteristic (ROC) curve analysis. We used the non-negative matrix factorization (NMF) method for molecular typing and the cell-type identification by estimating relative subsets of RNA transcripts (CIBERSORT) algorithm for predicting immune cell infiltration. RESULTS The DLAT and LDHA genes may regulate the immune microenvironment of DCM by influencing activated dendritic cells, activated mast cells, and M0 macrophages, respectively. The BPGM, DLAT, PGM2, ADH1A, ADH1C, LDHA, and PFKM genes may regulate m6A methylation in DCM by affecting the ZC3H13, ALKBH5, RBMX, HNRNPC, METTL3, and YTHDC1 genes. Further regulatory mechanism analysis suggested that PFKM, DLAT, PKLR, PGM2, LDHA, BPGM, ADH1A, and ADH1C could be involved in the development of cardiomyopathy by regulating the Toll-like receptor signaling pathway. CONCLUSIONS PFKM, DLAT, PKLR, PGM2, LDHA, BPGM, ADH1A, and ADH1C may serve as potential targets for guiding the diagnosis, treatment, and follow-up of DCM.
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Affiliation(s)
- Keping Chen
- Department of Emergency, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Yan Shi
- Operating Room, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Haijie Zhu
- Department of Emergency, Affiliated Hospital of Jiangnan University, Wuxi, China
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2
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Pérez-Carrillo L, Aragón-Herrera A, Giménez-Escamilla I, Delgado-Arija M, García-Manzanares M, Anido-Varela L, Lago F, Martínez-Dolz L, Portolés M, Tarazón E, Roselló-Lletí E. Cardiac Sodium/Hydrogen Exchanger (NHE11) as a Novel Potential Target for SGLT2i in Heart Failure: A Preliminary Study. Pharmaceutics 2022; 14:pharmaceutics14101996. [PMID: 36297433 PMCID: PMC9608584 DOI: 10.3390/pharmaceutics14101996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/08/2022] [Accepted: 09/19/2022] [Indexed: 11/29/2022] Open
Abstract
Despite the reduction of cardiovascular events, including the risk of death, associated with sodium/glucose cotransporter 2 inhibitors (SGLT2i), their basic action remains unclear. Sodium/hydrogen exchanger (NHE) has been proposed as the mechanism of action, but there are controversies related to its function and expression in heart failure (HF). We hypothesized that sodium transported-related molecules could be altered in HF and modulated through SGLT2i. Transcriptome alterations in genes involved in sodium transport in HF were investigated in human heart samples by RNA-sequencing. NHE11 and NHE1 protein levels were determined by ELISA; the effect of empagliflozin on NHE11 and NHE1 mRNA levels in rats’ left ventricular tissues was studied through RT-qPCR. We highlighted the overexpression of SLC9C2 and SCL9A1 sodium transport genes and the increase of the proteins that encode them (NHE11 and NHE1). NHE11 levels were correlated with left ventricular diameters, so we studied the effect of SGLT2i on its expression, observing that NHE11 mRNA levels were reduced in treated rats. We showed alterations in several sodium transports and reinforced the importance of these channels in HF progression. We described upregulation in NHE11 and NHE1, but only NHE11 correlated with human cardiac dysfunction, and its levels were reduced after treatment with empagliflozin. These results propose NHE11 as a potential target of SGLT2i in cardiac tissue.
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Affiliation(s)
- Lorena Pérez-Carrillo
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), 46026 Valencia, Spain
| | - Alana Aragón-Herrera
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, 15706 Santiago de Compostela, Spain
- Cardiovascular Biomedical Research Center Network (CIBERCV), 28029 Madrid, Spain
| | - Isaac Giménez-Escamilla
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), 46026 Valencia, Spain
| | - Marta Delgado-Arija
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), 46026 Valencia, Spain
| | - María García-Manzanares
- Department of Animal Medicine and Surgery, Veterinary Faculty, CEU Cardenal Herrera Unversity, 46115 Valencia, Spain
| | - Laura Anido-Varela
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, 15706 Santiago de Compostela, Spain
- Cardiovascular Biomedical Research Center Network (CIBERCV), 28029 Madrid, Spain
| | - Francisca Lago
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, 15706 Santiago de Compostela, Spain
- Cardiovascular Biomedical Research Center Network (CIBERCV), 28029 Madrid, Spain
| | - Luis Martínez-Dolz
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), 46026 Valencia, Spain
- Cardiovascular Biomedical Research Center Network (CIBERCV), 28029 Madrid, Spain
| | - Manuel Portolés
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), 46026 Valencia, Spain
- Cardiovascular Biomedical Research Center Network (CIBERCV), 28029 Madrid, Spain
| | - Estefanía Tarazón
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), 46026 Valencia, Spain
- Cardiovascular Biomedical Research Center Network (CIBERCV), 28029 Madrid, Spain
- Correspondence: (E.T.); (E.R.-L.); Tel.: +34-9-6124-6644 (E.T. & E.R.-L.)
| | - Esther Roselló-Lletí
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), 46026 Valencia, Spain
- Cardiovascular Biomedical Research Center Network (CIBERCV), 28029 Madrid, Spain
- Correspondence: (E.T.); (E.R.-L.); Tel.: +34-9-6124-6644 (E.T. & E.R.-L.)
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3
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Electron Microscopy Reveals Evidence of Perinuclear Clustering of Mitochondria in Cardiac Biopsy-Proven Allograft Rejection. J Pers Med 2022; 12:jpm12020296. [PMID: 35207783 PMCID: PMC8878136 DOI: 10.3390/jpm12020296] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/08/2022] [Accepted: 02/15/2022] [Indexed: 12/18/2022] Open
Abstract
Acute cellular rejection is a major complication in heart transplantation. We focus on the analysis of new ultrastructural findings in cardiac biopsy rejection based on mitochondrial intracellular organization. This study includes heart transplanted patients from a single center who were referred for endomyocardial biopsies as a scheduled routine screening. Participants were divided into two groups: patients transplanted without allograft rejection (Grade 0R), and patients with biopsy-proven allograft rejection (Grade ≥ 2R). Using electronic microscopy, we detected a significant increase in the volume density of mitochondria (p < 0.0001) and dense bodies (p < 0.01) in the rejection group. The most relevant finding was the presence of local accumulations of mitochondria close to the nuclear envelope, pressing and molding the morphology of this membrane in all rejection samples (100%). We identified this perinuclear clustering of mitochondria phenomenon in a 68 ± 27% of the total cardiac nucleus observed from rejection samples. We did not observe this phenomenon in any non-rejection samples, reflecting excellent sensitivity and specificity. We have identified a specific phenomenon affecting the architecture of the nuclear membrane—perinuclear clustering of mitochondria—in endomyocardial biopsies from patients with cardiac rejection. This ultrastructural approach might complement and improve the diagnosis of rejection.
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4
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Tarazón E, Pérez‐Carrillo L, García‐Bolufer P, Triviño JC, Feijóo‐Bandín S, Lago F, González‐Juanatey JR, Martínez‐Dolz L, Portolés M, Roselló‐Lletí E. Circulating mitochondrial genes detect acute cardiac allograft rejection: Role of the mitochondrial calcium uniporter complex. Am J Transplant 2021; 21:2056-2066. [PMID: 33125788 PMCID: PMC8246899 DOI: 10.1111/ajt.16387] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 10/21/2020] [Accepted: 10/25/2020] [Indexed: 01/25/2023]
Abstract
Acute rejection after heart transplantation increases the risk of chronic dysfunction. Disturbances in mitochondrial function may play a contributory role, however, the relationship between histological signs of rejection in the human transplanted heart and expression levels of circulating mitochondrial genes, such as the mitochondrial Ca2+ uniporter (MCU) complex, remains unexplored. We conducted an RNA-sequencing analysis to identify altered mitochondrial genes in serum and to evaluate their diagnostic accuracy for rejection episodes. We included 40 consecutive samples from transplant recipients undergoing routine endomyocardial biopsies. In total, 112 mitochondrial genes were identified in the serum of posttransplant patients, of which 28 were differentially expressed in patients with acute rejection (p < .05). Considering the receiver operating characteristic analysis with an area under the curve (AUC) >0.900 to discriminate patients with moderate or severe degrees of rejection, we found that the MCU system showed a strong capability for detection: MCU (AUC = 0.944, p < .0001), MCU/MCUR1 ratio (AUC = 0.972, p < .0001), MCU/MCUB ratio (AUC = 0.970, p < .0001), and MCU/MICU1 ratio (AUC = 0.970, p < .0001). Mitochondrial alterations are reflected in peripheral blood and are capable of discriminating between patients with allograft rejection and those not experiencing rejection with excellent accuracy. The dysregulation of the MCU complex was found to be the most relevant finding.
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Affiliation(s)
- Estefanía Tarazón
- Myocardial Dysfunction and Cardiac Transplantation UnitHealth Research Institute Hospital La Fe (IIS La FeValenciaSpain,CIBERCVMadridSpain
| | - Lorena Pérez‐Carrillo
- Myocardial Dysfunction and Cardiac Transplantation UnitHealth Research Institute Hospital La Fe (IIS La FeValenciaSpain,CIBERCVMadridSpain
| | - Pau García‐Bolufer
- Myocardial Dysfunction and Cardiac Transplantation UnitHealth Research Institute Hospital La Fe (IIS La FeValenciaSpain,CIBERCVMadridSpain
| | | | - Sandra Feijóo‐Bandín
- CIBERCVMadridSpain,Cellular and Molecular Cardiology Research UnitDepartment of CardiologyInstitute of Biomedical ResearchUniversity Clinical HospitalSantiago de CompostelaSpain
| | - Francisca Lago
- CIBERCVMadridSpain,Cellular and Molecular Cardiology Research UnitDepartment of CardiologyInstitute of Biomedical ResearchUniversity Clinical HospitalSantiago de CompostelaSpain
| | - José R. González‐Juanatey
- CIBERCVMadridSpain,Cellular and Molecular Cardiology Research UnitDepartment of CardiologyInstitute of Biomedical ResearchUniversity Clinical HospitalSantiago de CompostelaSpain
| | - Luis Martínez‐Dolz
- Myocardial Dysfunction and Cardiac Transplantation UnitHealth Research Institute Hospital La Fe (IIS La FeValenciaSpain,CIBERCVMadridSpain,Heart Failure and Transplantation UnitCardiology DepartmentUniversity and Polytechnic La Fe HospitalValenciaSpain
| | - Manuel Portolés
- Myocardial Dysfunction and Cardiac Transplantation UnitHealth Research Institute Hospital La Fe (IIS La FeValenciaSpain,CIBERCVMadridSpain
| | - Esther Roselló‐Lletí
- Myocardial Dysfunction and Cardiac Transplantation UnitHealth Research Institute Hospital La Fe (IIS La FeValenciaSpain,CIBERCVMadridSpain
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5
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Tarazón E, Portolés M, Roselló-Lletí E. Protocol for Isolation of Golgi Vesicles from Human and Animal Hearts by Flotation through a Discontinuous Sucrose Gradient. STAR Protoc 2020; 1:100100. [PMID: 33111127 PMCID: PMC7580119 DOI: 10.1016/j.xpro.2020.100100] [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] [Indexed: 11/24/2022] Open
Abstract
Detailed study of cellular organelles requires their isolation. Several protocols have been described for the isolation of the Golgi apparatus from liver tissue, but these are not suitable and not reproducible in harder tissues. Here, we describe a protocol to isolate Golgi vesicles from cardiac tissue using a discontinuous sucrose gradient. For complete details on the use and execution of this protocol, please refer to Tarazon et al. (2017). Protocol for isolating Golgi vesicles using a discontinuous sucrose gradient Isolating Golgi vesicles from cardiac tissue for proteomics and other applications Golgi vesicle analysis provides mechanistic insight into disease pathophysiology Protocol also allows isolation of nuclear and mitochondrial fractions for various use
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Affiliation(s)
- Estefanía Tarazón
- Myocardial Dysfunction and Cardiac Transplantation Group and CIBERCV, Health Research Institute of La Fe University Hospital (IIS La Fe), Valencia 46026, Spain
| | - Manuel Portolés
- Myocardial Dysfunction and Cardiac Transplantation Group and CIBERCV, Health Research Institute of La Fe University Hospital (IIS La Fe), Valencia 46026, Spain
| | - Esther Roselló-Lletí
- Myocardial Dysfunction and Cardiac Transplantation Group and CIBERCV, Health Research Institute of La Fe University Hospital (IIS La Fe), Valencia 46026, Spain
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6
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García-Manzanares M, Tarazón E, Ortega A, Gil-Cayuela C, Martínez-Dolz L, González-Juanatey JR, Lago F, Portolés M, Roselló-Lletí E, Rivera M. XPO1 Gene Therapy Attenuates Cardiac Dysfunction in Rats with Chronic Induced Myocardial Infarction. J Cardiovasc Transl Res 2020; 13:593-600. [PMID: 31768947 PMCID: PMC7423868 DOI: 10.1007/s12265-019-09932-y] [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: 05/14/2019] [Accepted: 11/11/2019] [Indexed: 10/25/2022]
Abstract
Transcriptomic signature of XPO1 was highly expressed and inversely related to left ventricular function in ischemic cardiomyopathy patients. We hypothesized that treatment with AAV9-shXPO1 attenuates left ventricular dysfunction and remodeling in a myocardial infarction rat model. We induced myocardial infarction by coronary ligation in Sprague-Dawley rats (n = 10), which received AAV9-shXPO1 (n = 5) or placebo AAV9-scramble (n = 5) treatment. Serial echocardiographic assessment was performed throughout the study. After myocardial infarction, AAV9-shXPO1-treated rats showed partial recovery of left ventricular fractional shortening (16.8 ± 2.8 vs 24.6 ± 4.1%, P < 0.05) and a maintained left ventricular dimension (6.17 ± 0.95 vs 4.70 ± 0.93 mm, P < 0.05), which was not observed in non-treated rats. Furthermore, lower levels of EXP-1 (P < 0.05) and lower collagen fibers and fibrosis in cardiac tissue were observed. However, no differences were found in the IL-6 or TNFR1 plasma levels of the myocardium of AAV9-shXPO1 rats. AAV9-shXPO1 administration attenuates cardiac dysfunction and remodeling in rats after myocardial infarction, producing the gene silencing of XPO1.
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Affiliation(s)
- María García-Manzanares
- Department of Animal Medicine and Surgery, Veterinary Faculty, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Estefanía Tarazón
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Ana Ortega
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Carolina Gil-Cayuela
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Luis Martínez-Dolz
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
- Heart Failure and Transplantation Unit, Cardiology Department, University Hospital La Fe, Valencia, Spain
| | - José Ramón González-Juanatey
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - Francisca Lago
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - Manuel Portolés
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain.
| | - Esther Roselló-Lletí
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
- Department of Animal Production and Health, Veterinary Public Health and Food Science and Technology, Veterinary Faculty, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
| | - Miguel Rivera
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
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7
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Zhang QL, Li HW, Dong ZX, Yang XJ, Lin LB, Chen JY, Yuan ML. Comparative transcriptomic analysis of fireflies (Coleoptera: Lampyridae) to explore the molecular adaptations to fresh water. Mol Ecol 2020; 29:2676-2691. [PMID: 32512643 DOI: 10.1111/mec.15504] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2018] [Revised: 05/28/2020] [Accepted: 06/01/2020] [Indexed: 12/12/2022]
Abstract
Aquatic insects are well adapted to freshwater environments, but the molecular basis of these adaptations remains largely unknown. Most firefly species (Coleoptera: Lampyridae) are terrestrial, but the larvae of several species are aquatic. Here, larval and adult transcriptomes from Aquatica leii (freshwater) and Lychnuris praetexta (terrestrial) were generated to test whether the genes associated with metabolic efficiency and morphology have undergone adaptive evolution to fresh water. The aquatic fireflies had a significantly lower ratio of nonsynonymous to synonymous substitutions than the terrestrial insects, indicating a genomewide evolutionary constraint in the aquatic fireflies. We identified 341 fast-evolving genes and 116 positively selected genes in the aquatic fireflies. Of these, 76 genes exhibiting both fast evolution and positive selection were primarily involved in ATP production, energy metabolism and the hypoxia response. We identified 7,271 differentially expressed genes (DEGs) in A. leii (adults versus larvae) and 8,309 DEGs in L. praetexta (adults versus larvae). DEGs specific to the aquatic firefly (n = 1,445) were screened via interspecific comparisons (A. leii versus L. praetexta) and were significantly enriched for genes involved in metabolic efficiency (e.g., ATP production, hypoxia, and immune responses) and certain aspects of morphology (e.g., cuticle chitin, tracheal and compound eye morphology). These results indicate that sequence and expression-level changes in genes associated with both metabolic efficiency and morphological attributes related to the freshwater lifestyle contributed to freshwater adaptation in fireflies. This study provides new insights into the molecular mechanisms of aquatic adaptation in insects.
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Affiliation(s)
- Qi-Lin Zhang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Hong-Wei Li
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Zhi-Xiang Dong
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Xiao-Jie Yang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Lian-Bing Lin
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Jun-Yuan Chen
- LPS, Nanjing Institute of Geology and Paleontology, Chinese Academy of Sciences, Nanjing, China
| | - Ming-Long Yuan
- State Key Laboratory of Grassland Agro-Ecosystems, College of Pastoral Agricultural Science and Technology, Lanzhou University, Lanzhou, China
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Yajima Y, Hiratsuka T, Kakimoto Y, Ogawa S, Shima K, Yamazaki Y, Yoshikawa K, Tamaki K, Tsuruyama T. Region of Interest analysis using mass spectrometry imaging of mitochondrial and sarcomeric proteins in acute cardiac infarction tissue. Sci Rep 2018; 8:7493. [PMID: 29748547 PMCID: PMC5945593 DOI: 10.1038/s41598-018-25817-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 04/30/2018] [Indexed: 12/25/2022] Open
Abstract
Matrix-assisted laser desorption ionization image mass spectrometry (MALDI-IMS) has been developed for the identification of peptides in various tissues. The MALDI-IMS signal distribution patterns and quantification of the signal intensities of the regions of interest (ROI) with healthy regions were compared for identification of the disease specific biomarkers. We performed a new ROI analysis using the conventional t-test and data number independent Cohen’s d-value analysis. Using these techniques, we analysed heart tissues after acute myocardial infarction (AMI). As a result, IMS signals of mitochondrial adenosine triphosphate synthase alpha subunit (ATP5A), myosin-6/7(MYH6/7), aortic actin, and the myosin light chain 3 (MYL3) were identified in the infarcted region. In particular, the signals of MYH7 are significantly greater in the infarcted region using ROI analysis. ROI analysis using MALDI-IMS may be a promising technique for the identification of biomarkers for pathological studies that involve the comparison of diseased and control areas.
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Affiliation(s)
- Yuka Yajima
- Department of Microbiology, Muroran Institute of Technology, Muroran, Hokkaido, 050-8585, Japan
| | - Takuya Hiratsuka
- Department of Drug and Discovery Medicine, Pathology Division, Kyoto University Graduate School of Medicine, Kyoto, 606-8501, Japan.
| | - Yu Kakimoto
- Department of Forensic Medicine, Graduate School of Medicine, Tokai University School of Medicine, Isehara-Shimokasuya 143, Kanagawa, 259-1193, Japan
| | - Shuichiro Ogawa
- Center for Anatomical, Pathological, and Forensic Medical Research, Kyoto University Graduate School of Medicine, Kyoto, 606-8501, Japan
| | - Keisuke Shima
- Kyoto Applications Development Center, Analytical & Measuring Instruments Division, Shimadzu Corporation, 1 Nishino-kyo-Kuwabara-cho, Kyoto, 604-8511, Japan
| | - Yuzo Yamazaki
- Kyoto Applications Development Center, Analytical & Measuring Instruments Division, Shimadzu Corporation, 1 Nishino-kyo-Kuwabara-cho, Kyoto, 604-8511, Japan
| | - Kenichi Yoshikawa
- Department of Life and Medical Sciences, Doshisha University, 1-3 Tatara Miyakodani, Kyotanabe-shi, Kyoto, 610-0394, Japan
| | - Keiji Tamaki
- Department of Forensic Medicine, Kyoto University Graduate School of Medicine, Kyoto, 606-8501, Japan
| | - Tatsuaki Tsuruyama
- Department of Drug and Discovery Medicine, Pathology Division, Kyoto University Graduate School of Medicine, Kyoto, 606-8501, Japan.
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9
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Ortega A, Tarazón E, Gil-Cayuela C, Martínez-Dolz L, Lago F, González-Juanatey JR, Sandoval J, Portolés M, Roselló-Lletí E, Rivera M. ASB1 differential methylation in ischaemic cardiomyopathy: relationship with left ventricular performance in end-stage heart failure patients. ESC Heart Fail 2018; 5:732-737. [PMID: 29667349 PMCID: PMC6073036 DOI: 10.1002/ehf2.12289] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 01/11/2018] [Accepted: 03/10/2018] [Indexed: 12/15/2022] Open
Abstract
Aims Ischaemic cardiomyopathy (ICM) leads to impaired contraction and ventricular dysfunction, causing high rates of morbidity and mortality. Epigenomics allows the identification of epigenetic signatures in human diseases. We analyse the differential epigenetic patterns of the ASB gene family in ICM patients and relate these alterations to their haemodynamic and functional status. Methods and results Epigenomic analysis was carried out using 16 left ventricular (LV) tissue samples, eight from ICM patients undergoing heart transplantation and eight from control (CNT) subjects without cardiac disease. We increased the sample size up to 13 ICM and 10 CNT for RNA sequencing and to 14 ICM for pyrosequencing analyses. We found a hypermethylated profile (cg11189868) in the ASB1 gene that showed a differential methylation of 0.26Δβ (P = 0.016). This result was validated by a pyrosequencing technique (0.23Δβ, P = 0.048). Notably, the methylation pattern was strongly related to LV ejection fraction (r = −0.849, P = 0.008), stroke volume (r = −0.929, P = 0.001), and end‐systolic and diastolic LV diameters (r = −0.743, P = 0.035 for both). ASB1 showed a down‐regulation in messenger RNA levels (−1.2‐fold, P = 0.039). Conclusions Our findings link a specific ASB1 methylation pattern to LV structure and performance in end‐stage ICM, opening new therapeutic opportunities and providing new insights regarding which is the functionally relevant genome in the ischaemic failing myocardium.
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Affiliation(s)
- Ana Ortega
- Cardiocirculatory Unit, Health Research Institute of La Fe University Hospital (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Estefanía Tarazón
- Cardiocirculatory Unit, Health Research Institute of La Fe University Hospital (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Carolina Gil-Cayuela
- Cardiocirculatory Unit, Health Research Institute of La Fe University Hospital (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Luis Martínez-Dolz
- Heart Failure and Transplantation Unit, Cardiology Department, University and Polytechnic La Fe Hospital, Valencia, Spain
| | - Francisca Lago
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - José Ramón González-Juanatey
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - Juan Sandoval
- Epigenomic Unit, Health Research Institute La Fe, Valencia, Spain
| | - Manuel Portolés
- Cardiocirculatory Unit, Health Research Institute of La Fe University Hospital (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Esther Roselló-Lletí
- Cardiocirculatory Unit, Health Research Institute of La Fe University Hospital (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Miguel Rivera
- Cardiocirculatory Unit, Health Research Institute of La Fe University Hospital (IIS La Fe), Avd. Fernando Abril Martorell, 106, 46026, Valencia, Spain
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10
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Ortega A, Tarazón E, Gil-Cayuela C, García-Manzanares M, Martínez-Dolz L, Lago F, González-Juanatey JR, Cinca J, Jorge E, Portolés M, Roselló-Lletí E, Rivera M. Intercalated disc in failing hearts from patients with dilated cardiomyopathy: Its role in the depressed left ventricular function. PLoS One 2017; 12:e0185062. [PMID: 28934278 PMCID: PMC5608295 DOI: 10.1371/journal.pone.0185062] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 09/06/2017] [Indexed: 11/19/2022] Open
Abstract
Alterations in myocardial structure and reduced cardiomyocyte adhesions have been previously described in dilated cardiomyopathy (DCM). We studied the transcriptome of cell adhesion molecules in these patients and their relationships with left ventricular (LV) function decay. We also visualized the intercalated disc (ID) structure and organization. The transcriptomic profile of 23 explanted LV samples was analyzed using RNA-sequencing (13 DCM, 10 control [CNT]), focusing on cell adhesion genes. Electron microscopy analysis to visualize ID structural differences and immunohistochemistry experiments of ID proteins was also performed. RT-qPCR and western blot experiments were carried out on ID components. We found 29 differentially expressed genes, most of all, constituents of the ID structure. We found that the expression of GJA3, DSP and CTNNA3 was directly associated with LV ejection fraction (r = 0.741, P = 0.004; r = 0.674, P = 0.011 and r = 0.565, P = 0.044, respectively), LV systolic (P = 0.003, P = 0.003, P = 0.028, respectively) and diastolic dimensions (P = 0.006, P = 0.001, P = 0.025, respectively). Electron microscopy micrographs showed a reduced ID convolution index and immunogold labeling of connexin 46 (GJA gene), desmoplakin (DSP gene) and catenin α-3 (CTNNA3 gene) proteins in DCM patients. Moreover, we observed that protein and mRNA levels analyzed by RT-qPCR of these ID components were diminished in DCM group. In conclusion, we report significant gene and protein expression changes and found that the ID components GJA3, DSP and CTNNA3 were highly related to LV function. Microscopic observations indicated that ID is structurally compromised in these patients. These findings give new data for understanding the ventricular depression that characterizes DCM, opening new therapeutic perspectives for these critically diseased patients.
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Affiliation(s)
- Ana Ortega
- Cardiocirculatory Unit, Health Research Institute La Fe, Valencia, Spain
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
| | - Estefanía Tarazón
- Cardiocirculatory Unit, Health Research Institute La Fe, Valencia, Spain
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
| | - Carolina Gil-Cayuela
- Cardiocirculatory Unit, Health Research Institute La Fe, Valencia, Spain
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
| | - María García-Manzanares
- Cardiocirculatory Unit, Health Research Institute La Fe, Valencia, Spain
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
| | - Luis Martínez-Dolz
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
- Heart Failure and Transplantation Unit, Cardiology Department, University and Polytechnic La Fe Hospital, Valencia, Spain
| | - Francisca Lago
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - José Ramón González-Juanatey
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - Juan Cinca
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
- Cardiology Service of Santa Creu i Sant Pau Hospital, Barcelona, Spain
| | - Esther Jorge
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
- Cardiology Service of Santa Creu i Sant Pau Hospital, Barcelona, Spain
| | - Manuel Portolés
- Cardiocirculatory Unit, Health Research Institute La Fe, Valencia, Spain
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
| | - Esther Roselló-Lletí
- Cardiocirculatory Unit, Health Research Institute La Fe, Valencia, Spain
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
| | - Miguel Rivera
- Cardiocirculatory Unit, Health Research Institute La Fe, Valencia, Spain
- Center for Biomedical Research Network in Cardiovascular Diseases (CIBERCV), Madrid, Spain
- * E-mail:
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11
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Monoamine Oxidase Is Overactivated in Left and Right Ventricles from Ischemic Hearts: An Intriguing Therapeutic Target. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2016; 2016:4375418. [PMID: 28044091 PMCID: PMC5156804 DOI: 10.1155/2016/4375418] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Revised: 09/19/2016] [Accepted: 10/09/2016] [Indexed: 12/21/2022]
Abstract
Growing evidence indicates that reactive oxygen species (ROS) may play a key role in human heart failure (HF). Monoamine oxidase (MAO) is emerging as a major ROS source in several cardiomyopathies. However, little is known about MAO activity in human failing heart and its relationship with redox imbalance. Therefore, we measured MAO activity in the left (LV) and in the right (RV) ventricle of human nonfailing (NF) and in end-stage ischemic (IHD) and nonischemic failing hearts. We found that both MAO isoforms (MAO-A/B) significantly increased in terms of activity and expression levels only in IHD ventricles. Catalase and aldehyde dehydrogenase-2 activities (ALDH-2), both implicated in MAO-catalyzed catecholamine catabolism, were significantly elevated in the failing LV, whereas, in the RV, statistical significance was observed only for ALDH-2. Oxidative stress markers levels were significantly increased only in the failing RV. Actin oxidation was significantly elevated in both failing ventricles and related to MAO-A activity and to functional parameters. These data suggest a close association between MAO-A-dependent ROS generation, actin oxidation, and ventricular dysfunction. This latter finding points to a possible pathogenic role of MAO-A in human myocardial failure supporting the idea that MAO-A could be a new therapeutic target in HF.
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12
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Roselló-Lletí E, Tarazón E, Ortega A, Gil-Cayuela C, Carnicer R, Lago F, González-Juanatey JR, Portolés M, Rivera M. Protein Inhibitor of NOS1 Plays a Central Role in the Regulation of NOS1 Activity in Human Dilated Hearts. Sci Rep 2016; 6:30902. [PMID: 27481317 PMCID: PMC4969592 DOI: 10.1038/srep30902] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Accepted: 07/08/2016] [Indexed: 12/22/2022] Open
Abstract
An essential factor for the production of nitric oxide by nitric oxide synthase 1 (NOS1), major modulator of cardiac function, is the cofactor tetrahydrobiopterin (BH4). BH4 is regulated by GTP cyclohydrolase 1, the rate-limiting enzyme in BH4 biosynthesis which catalyses the formation of dihydroneopterin 3'triphosfate from GTP, producing BH4 after two further steps catalyzed by 6-pyruvoyltetrahydropterin synthase and sepiapterin reductase. However, there are other essential factors involved in the regulation of NOS1 activity, such as protein inhibitor of NOS1 (PIN), calmodulin, heat shock protein 90, and NOS interacting protein. All these molecules have never been analysed in human non-ischemic dilated hearts (DCM). In this study we demonstrated that the upregulation of cardiac NOS1 is not accompanied by increased NOS1 activity in DCM, partly due to the elevated PIN levels and not because of alterations in biopterin biosynthesis. Notably, the PIN concentration was significantly associated with impaired ventricular function, highlighting the importance of this NOS1 activity inhibitor in Ca(2+) homeostasis. These results take a central role in the current list of targets for future studies focused on the complex cardiac dysfunction processes through more efficient harnessing of NOS1 signalling.
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Affiliation(s)
- Esther Roselló-Lletí
- Cardiocirculatory Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
| | - Estefanía Tarazón
- Cardiocirculatory Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
| | - Ana Ortega
- Cardiocirculatory Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
| | - Carolina Gil-Cayuela
- Cardiocirculatory Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
| | - Ricardo Carnicer
- Department of Cardiovascular Medicine, University of Oxford, United Kingdom
| | - Francisca Lago
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - Jose Ramón González-Juanatey
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - Manuel Portolés
- Cardiocirculatory Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
| | - Miguel Rivera
- Cardiocirculatory Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
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13
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Ortega A, Gil-Cayuela C, Tarazón E, García-Manzanares M, Montero JA, Cinca J, Portolés M, Rivera M, Roselló-Lletí E. New Cell Adhesion Molecules in Human Ischemic Cardiomyopathy. PCDHGA3 Implications in Decreased Stroke Volume and Ventricular Dysfunction. PLoS One 2016; 11:e0160168. [PMID: 27472518 PMCID: PMC4966940 DOI: 10.1371/journal.pone.0160168] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 07/14/2016] [Indexed: 11/25/2022] Open
Abstract
Background Intercalated disks are unique structures in cardiac tissue, in which adherens junctions, desmosomes, and GAP junctions co-localize, thereby facilitating cardiac muscle contraction and function. Protocadherins are involved in these junctions; however, their role in heart physiology is poorly understood. We aimed to analyze the transcriptomic profile of adhesion molecules in patients with ischemic cardiomyopathy (ICM) and relate the changes uncovered with the hemodynamic alterations and functional depression observed in these patients. Methods and Results Twenty-three left ventricular tissue samples from patients diagnosed with ICM (n = 13) undergoing heart transplantation and control donors (CNT, n = 10) were analyzed using RNA sequencing. Forty-two cell adhesion genes involved in cellular junctions were differentially expressed in ICM myocardium. Notably, the levels of protocadherin PCDHGA3 were related with the stroke volume (r = –0.826, P = 0.003), ejection fraction (r = –0.793, P = 0.004) and left ventricular end systolic and diastolic diameters (r = 0.867, P = 0.001; r = 0.781, P = 0.005, respectively). Conclusions Our results support the importance of intercalated disks molecular alterations, closely involved in the contractile function, highlighting its crucial significance and showing gene expression changes not previously described. Specifically, altered PCDHGA3 gene expression was strongly associated with reduced stroke volume and ventricular dysfunction in ICM, suggesting a relevant role in hemodynamic perturbations and cardiac performance for this unexplored protocadherin.
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Affiliation(s)
- Ana Ortega
- Cardiocirculatory Unit, The Health Research Institute La Fe, Valencia, Spain
| | | | - Estefanía Tarazón
- Cardiocirculatory Unit, The Health Research Institute La Fe, Valencia, Spain
| | | | - José Anastasio Montero
- Cardiovascular Surgery Service, University and Polytechnic La Fe Hospital, Valencia, Spain
| | - Juan Cinca
- Cardiology Service of Santa Creu i Sant Pau Hospital, Barcelona, Spain
| | - Manuel Portolés
- Cardiocirculatory Unit, The Health Research Institute La Fe, Valencia, Spain
| | - Miguel Rivera
- Cardiocirculatory Unit, The Health Research Institute La Fe, Valencia, Spain
| | - Esther Roselló-Lletí
- Cardiocirculatory Unit, The Health Research Institute La Fe, Valencia, Spain
- * E-mail:
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14
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Human Ischemic Cardiomyopathy Shows Cardiac Nos1 Translocation and its Increased Levels are Related to Left Ventricular Performance. Sci Rep 2016; 6:24060. [PMID: 27041589 PMCID: PMC4819187 DOI: 10.1038/srep24060] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2015] [Accepted: 03/18/2016] [Indexed: 01/09/2023] Open
Abstract
The role of nitric oxide synthase 1 (NOS1) as a major modulator of cardiac function has been extensively studied in experimental models; however, its role in human ischemic cardiomyopathy (ICM) has never been analysed. Thus, the objectives of this work are to study NOS1 and NOS-related counterparts involved in regulating physiological function of myocyte, to analyze NOS1 localisation, activity, dimerisation, and its relationship with systolic function in ICM. The study has been carried out on left ventricular tissue obtained from explanted human hearts. Here we demonstrate that the upregulation of cardiac NOS1 is not accompanied by an increase in NOS activity, due in part to the alterations found in molecules involved in the regulation of its activity. We observed partial translocation of NOS1 to the sarcolemma in ischemic hearts, and a direct relationship between its protein levels and systolic ventricular function. Our findings indicate that NOS1 may be significant in the pathophysiology of human ischemic heart disease with a preservative role in maintaining myocardial homeostasis.
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15
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Abstract
The ultrastructure of the cardiac myocyte is remarkable for the high density of mitochondria tightly packed between sarcomeres. This structural organization is designed to provide energy in the form of ATP to fuel normal pump function of the heart. A complex system comprised of regulatory factors and energy metabolic machinery, encoded by both mitochondrial and nuclear genomes, is required for the coordinate control of cardiac mitochondrial biogenesis, maturation, and high-capacity function. This process involves the action of a transcriptional regulatory network that builds and maintains the mitochondrial genome and drives the expression of the energy transduction machinery. This finely tuned system is responsive to developmental and physiological cues, as well as changes in fuel substrate availability. Deficiency of components critical for mitochondrial energy production frequently manifests as a cardiomyopathic phenotype, underscoring the requirement to maintain high respiration rates in the heart. Although a precise causative role is not clear, there is increasing evidence that perturbations in this regulatory system occur in the hypertrophied and failing heart. This review summarizes current knowledge and highlights recent advances in our understanding of the transcriptional regulatory factors and signaling networks that serve to regulate mitochondrial biogenesis and function in the mammalian heart.
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Affiliation(s)
- Rick B Vega
- From the Diabetes and Obesity Research Center, Cardiovascular Pathobiology Program, Sanford-Burnham Medical Research Institute, Orlando, FL
| | - Julie L Horton
- From the Diabetes and Obesity Research Center, Cardiovascular Pathobiology Program, Sanford-Burnham Medical Research Institute, Orlando, FL
| | - Daniel P Kelly
- From the Diabetes and Obesity Research Center, Cardiovascular Pathobiology Program, Sanford-Burnham Medical Research Institute, Orlando, FL.
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