1
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Mittal S, Jena MK, Pathak B. Machine Learning-Assisted Direct RNA Sequencing with Epigenetic RNA Modification Detection via Quantum Tunneling. Anal Chem 2024; 96:11516-11524. [PMID: 38874444 DOI: 10.1021/acs.analchem.4c02199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
RNA sequence information holds immense potential as a drug target for diagnosing various RNA-mediated diseases and viral/bacterial infections. Massively parallel complementary DNA (c-DNA) sequencing helps but results in a loss of valuable information about RNA modifications, which are often associated with cancer evolution. Herein, we report machine learning (ML)-assisted high throughput RNA sequencing with inherent RNA modification detection using a single-molecule, long-read, and label-free quantum tunneling approach. The ML tools achieve classification accuracy as high as 100% in decoding RNA and 98% for decoding both RNA and RNA modifications simultaneously. The relationships between input features and target values have been well examined through Shapley additive explanations. Furthermore, transmission and sensitivity readouts enable the recognition of RNA and its modifications with good selectivity and sensitivity. Our approach represents a starting point for ML-assisted direct RNA sequencing that can potentially decode RNA and its epigenetic modifications at the molecular level.
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Affiliation(s)
- Sneha Mittal
- Department of Chemistry, Indian Institute of Technology (IIT) Indore, Indore, Madhya Pradesh 453552, India
| | - Milan Kumar Jena
- Department of Chemistry, Indian Institute of Technology (IIT) Indore, Indore, Madhya Pradesh 453552, India
| | - Biswarup Pathak
- Department of Chemistry, Indian Institute of Technology (IIT) Indore, Indore, Madhya Pradesh 453552, India
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2
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Pandorf CE, Haddad F, Owerkowicz T, Carroll LP, Baldwin KM, Adams GR. Regulation of myosin heavy chain antisense long noncoding RNA in human vastus lateralis in response to exercise training. Am J Physiol Cell Physiol 2020; 318:C931-C942. [PMID: 32130073 DOI: 10.1152/ajpcell.00166.2018] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Alterations to muscle activity or loading state can induce changes in expression of myosin heavy chain (MHC). For example, sedentary individuals that initiate exercise training can induce a pronounced shift from IIx to IIa MHC. We sought to examine the regulatory response of MHC RNA in human subjects in response to exercise training. In particular, we examined how natural antisense RNA transcripts (NATs) are regulated throughout the MHC gene locus that includes MYH2 (IIa), MYH1 (IIx), MYH4 (IIb), and MYH8 (Neonatal) in vastus lateralis before and after a 5-wk training regime that consisted of a combination of aerobic and resistance types of exercise. The exercise program induced a IIx to IIa MHC shift that was associated with a corresponding increase in transcription on the antisense strand of the IIx MHC gene and a decrease in antisense transcription of the IIa MHC gene, suggesting an inhibitory mechanism mediated by NATs. We also report that the absence of expression of IIb MHC in human limb muscle is associated with the abundant expression of antisense transcript overlapping the IIb MHC coding gene, which is the opposite expression pattern as compared with that previously observed in rats. The NAT provides a possible regulatory mechanism for the suppressed expression of IIb MHC in humans. These data indicate that NATs may play a regulatory role with regard to the coordinated shifts in MHC gene expression that occur in human muscle in response to exercise training.
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Affiliation(s)
- Clay E Pandorf
- Department of Biomedical Sciences, Mercer University School of Medicine, Macon, Georgia
| | - Fadia Haddad
- Department of Physiology and Biophysics, School of Medicine, University of California, Irvine, California
| | - Tomasz Owerkowicz
- Department of Biology, California State University, San Bernardino, California
| | - Leslie P Carroll
- Department of Biomedical Sciences, Mercer University School of Medicine, Macon, Georgia
| | - Kenneth M Baldwin
- Department of Physiology and Biophysics, School of Medicine, University of California, Irvine, California
| | - Gregory R Adams
- Department of Physiology and Biophysics, School of Medicine, University of California, Irvine, California
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3
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Wang Y, Cao R, Yang W, Qi B. SP1-SYNE1-AS1-miR-525-5p feedback loop regulates Ang-II-induced cardiac hypertrophy. J Cell Physiol 2019; 234:14319-14329. [PMID: 30652310 DOI: 10.1002/jcp.28131] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 12/20/2018] [Indexed: 12/19/2022]
Abstract
Cardiac hypertrophy (CH) has become a huge threat to human health. Recent years, long noncoding RNAs (lncRNAs) have been studied in human diseases, including CH. According to bioinformatics analysis, 10 lncRNAs possibly involved in the progression of CH were screened out. Among which, lncRNA SYNE1 antisense RNA 1 (SYNE1-AS1) could be upregulated by Angiotensin II (Ang-II) in cardiomyocytes. Thus, we chose SYNE1-AS1 to do further study. To identify the biological function of SYNE1-AS1 in CH, SYNE1-AS1 was silenced in Ang-II-induced cardiomyocytes. Results of immunofluorescence staining demonstrated that increased cell surface area in Ang-II-induced cardiomyocytes was reduced by SYNE1-AS1 knockdown. Moreover, the hypertrophic responses were attenuated by SYNE1-AS1 knockdown. Mechanically, SYNE1-AS1 positively regulated Sp1 transcription factor (SP1) by sponging microRNA-525-5p (miR-525-5p). On the basis of previous reports, SP1 can transcriptionally activate lncRNAs. Therefore, we investigated the interaction between SP1 and SYNE1-AS1 promoter. Intriguingly, SYNE1-AS1 was activated by SP1. At last, rescue assays demonstrated the function of SP1-SYNE1-AS1 axis in CH. In conclusion, SP1-induced upregulation of lncRNA SYNE1-AS1 promoted CH via miR-525-5p/SP1 axis.
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Affiliation(s)
- Ye Wang
- Internal Medicine-Cardiovascular Department, First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Rongyi Cao
- Blood Transfusion Department, First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wenwen Yang
- Nursing Training Center, First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Bangruo Qi
- Geneme Biotechnology (Shanghai) Co., Ltd, Shanghai, China
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4
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Gómez J, Lorca R, Reguero JR, Martín M, Morís C, Alonso B, Iglesias S, Díaz-Molina B, Avanzas P, Coto E. Genetic variation at the long noncoding RNA H19 gene is associated with the risk of hypertrophic cardiomyopathy. Epigenomics 2018; 10:865-873. [DOI: 10.2217/epi-2017-0175] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Aim: The long noncoding RNA H19 and its host micro RNA miR-675 have been found deregulated in cardiac hypertrophy and heart failure tissues. Our aim was to investigate whether the H19 gene variants were associated with the risk of hypertrophic cardiomyopathy (HCM). Patients & methods: We genotyped two H19 tag single nucleotide polymorphisms in 405 HCM patients and 550 controls, and sequenced this gene in 100 patients. Results: The rs2107425 C was significantly increased in sarcomere no-mutation patients (n = 225; p = 0.01): CC versus CT + TT, p = 0.017; odd ratios: 1.51. Sequencing of the H19 coding transcript identified two patients heterozygous carriers for a rare variant, rs945977096 G/A, that was absent among the controls. Conclusion: Our study suggested a significant association between H19 variants and the risk of developing HCM.
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Affiliation(s)
- Juan Gómez
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
| | - Rebeca Lorca
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
| | - Julián R Reguero
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
| | - María Martín
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
- Departamento de Biología Funcional, Universidad de Oviedo, Oviedo, Spain
| | - César Morís
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
- Departamento de Medicina, Universidad de Oviedo, Oviedo, Spain
| | - Belén Alonso
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
| | - Sara Iglesias
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
| | - Beatriz Díaz-Molina
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
| | - Pablo Avanzas
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
| | - Eliecer Coto
- Unidad de Referencia de Cardiopatías Familiares-HUCA, Genética Molecular y Cardiología, Hospital Universitario Central Asturias, Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias, ISPA, Oviedo, Spain
- Departamento de Medicina, Universidad de Oviedo, Oviedo, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
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5
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Boone M, De Koker A, Callewaert N. Capturing the 'ome': the expanding molecular toolbox for RNA and DNA library construction. Nucleic Acids Res 2018; 46:2701-2721. [PMID: 29514322 PMCID: PMC5888575 DOI: 10.1093/nar/gky167] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2017] [Revised: 02/05/2018] [Accepted: 02/23/2018] [Indexed: 12/14/2022] Open
Abstract
All sequencing experiments and most functional genomics screens rely on the generation of libraries to comprehensively capture pools of targeted sequences. In the past decade especially, driven by the progress in the field of massively parallel sequencing, numerous studies have comprehensively assessed the impact of particular manipulations on library complexity and quality, and characterized the activities and specificities of several key enzymes used in library construction. Fortunately, careful protocol design and reagent choice can substantially mitigate many of these biases, and enable reliable representation of sequences in libraries. This review aims to guide the reader through the vast expanse of literature on the subject to promote informed library generation, independent of the application.
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Affiliation(s)
- Morgane Boone
- Center for Medical Biotechnology, VIB, Zwijnaarde 9052, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent 9000, Belgium
| | - Andries De Koker
- Center for Medical Biotechnology, VIB, Zwijnaarde 9052, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent 9000, Belgium
| | - Nico Callewaert
- Center for Medical Biotechnology, VIB, Zwijnaarde 9052, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent 9000, Belgium
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6
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Orekhova NA, Modorov MV. East Urals Radioactive Trace: Dose-dependent functional-metabolic effects in the myocardium of the pygmy wood mouse (Apodemus uralensis) taking into account population size. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2017; 175-176:15-24. [PMID: 28414936 DOI: 10.1016/j.jenvrad.2017.04.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Revised: 02/26/2017] [Accepted: 04/06/2017] [Indexed: 06/07/2023]
Abstract
The population dynamics, radiometric data and biochemical parameters (concentrations of total lipids, proteins, DNA and RNA, activity of succinate dehydrogenase, glucose phosphate isomerase and catalase, as well as lipid peroxidation level) in the myocardium of the pygmy wood mouse (Apodemus uralensis Pall., 1811) inhabiting the area of the East Urals Radioactive Trace (EURT) were analyzed. The functional-metabolic radiation effects as a result external and internal exposure to 137Cs and 90Sr (unweighted total dose rate 0.04-0.5 mGy/day) are characterized by a reduction in lipid catabolism, mitochondrial oxidation and antioxidant defense, as well as the activation of anaerobic glycolysis as well as the protein-synthesizing and genetic apparatus. The data indicate the low efficiency of cell energy production and allow us to state that compensatory myocardial hypertrophy can improve myocardial contractile function. The level of the functional-metabolic response in pygmy wood mice in the EURT area increased with increasing whole-body radiation dose rate and was more pronounced with a large pygmy wood mouse population size. The harmful effects (cardiac decompensation stage) of synergies resulting from non-radiation and radiation factors manifest after population abundance above 30 ind./100 trap-day and a radiation burden above 0.1 mGy/day.
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Affiliation(s)
- Nataĺya A Orekhova
- Institute of Plant and Animal Ecology, Ural Division of Russian Academy of Sciences, 8 Marta street, 202, Ekaterinburg, 620144 Russia.
| | - Makar V Modorov
- Institute of Plant and Animal Ecology, Ural Division of Russian Academy of Sciences, 8 Marta street, 202, Ekaterinburg, 620144 Russia.
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7
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Gomes CPC, Spencer H, Ford KL, Michel LYM, Baker AH, Emanueli C, Balligand JL, Devaux Y. The Function and Therapeutic Potential of Long Non-coding RNAs in Cardiovascular Development and Disease. MOLECULAR THERAPY-NUCLEIC ACIDS 2017; 8:494-507. [PMID: 28918050 PMCID: PMC5565632 DOI: 10.1016/j.omtn.2017.07.014] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 07/25/2017] [Indexed: 02/09/2023]
Abstract
The popularization of genome-wide analyses and RNA sequencing led to the discovery that a large part of the human genome, while effectively transcribed, does not encode proteins. Long non-coding RNAs have emerged as critical regulators of gene expression in both normal and disease states. Studies of long non-coding RNAs expressed in the heart, in combination with gene association studies, revealed that these molecules are regulated during cardiovascular development and disease. Some long non-coding RNAs have been functionally implicated in cardiac pathophysiology and constitute potential therapeutic targets. Here, we review the current knowledge of the function of long non-coding RNAs in the cardiovascular system, with an emphasis on cardiovascular development and biology, focusing on hypertension, coronary artery disease, myocardial infarction, ischemia, and heart failure. We discuss potential therapeutic implications and the challenges of long non-coding RNA research, with directions for future research and translational focus.
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Affiliation(s)
- Clarissa P C Gomes
- Cardiovascular Research Unit, Luxembourg Institute of Health, 1526 Luxembourg, Luxembourg
| | - Helen Spencer
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH8 9YL, UK
| | - Kerrie L Ford
- Bristol Heart Institute, University of Bristol, Bristol BS8 1TH, UK
| | - Lauriane Y M Michel
- Unité de Pharmacologie et de Thérapeutique, Institut de Recherche Experimentale et Clinique, Université Catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Andrew H Baker
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH8 9YL, UK
| | - Costanza Emanueli
- Bristol Heart Institute, University of Bristol, Bristol BS8 1TH, UK; National Heart and Lung Institute, Imperial College London, London SW7 2AZ, UK
| | - Jean-Luc Balligand
- Unité de Pharmacologie et de Thérapeutique, Institut de Recherche Experimentale et Clinique, Université Catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Yvan Devaux
- Cardiovascular Research Unit, Luxembourg Institute of Health, 1526 Luxembourg, Luxembourg.
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8
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Binó L, Procházková J, Radaszkiewicz KA, Kučera J, Kudová J, Pacherník J, Kubala L. Hypoxia favors myosin heavy chain beta gene expression in an Hif-1alpha-dependent manner. Oncotarget 2017; 8:83684-83697. [PMID: 29137374 PMCID: PMC5663546 DOI: 10.18632/oncotarget.19016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Accepted: 06/18/2017] [Indexed: 11/25/2022] Open
Abstract
The potentiation of the naturally limited regenerative capacity of the heart is dependent on an understanding of the mechanisms that are activated in response to pathological conditions such as hypoxia. Under these conditions, the expression of genes suggested to support cardiomyocyte survival and heart adaptation is triggered. Particularly important are changes in the expression of myosin heavy chain (MHC) isoforms. We propose here that alterations in the expression profiles of MHC genes are induced in response to hypoxia and are primarily mediated by hypoxia inducible factor (HIF). In in vitro models of mouse embryonic stem cell-derived cardiomyocytes, we showed that hypoxia (1% O2) or the pharmacological stabilization of HIFs significantly increased MHCbeta (Myh7) gene expression. The key role of HIF-1alpha is supported by the absence of these effects in HIF-1alpha-deficient cells, even in the presence of HIF-2alpha. Interestingly, ChIP analysis did not confirm the direct interaction of HIF-1alpha with putative HIF response elements predicted in the MHCalpha and beta encoding DNA region. Further analyses showed the significant effect of the mTOR signaling inhibitor rapamycin in inducing Myh7 expression and a hypoxia-triggered reduction in the levels of antisense RNA transcripts associated with the Myh7 gene locus. Overall, the recognized and important role of HIF in the regulation of heart regenerative processes could be highly significant for the development of novel therapeutic interventions in heart failure.
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Affiliation(s)
- Lucia Binó
- Institute of Biophysics of the CAS, Brno, Czech Republic.,Institute of Experimental Biology, Department of Physiology and Immunology of Animals, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Jiřina Procházková
- Institute of Biophysics of the CAS, Brno, Czech Republic.,Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Katarzyna Anna Radaszkiewicz
- Institute of Experimental Biology, Department of Physiology and Immunology of Animals, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Jan Kučera
- Institute of Experimental Biology, Department of Physiology and Immunology of Animals, Faculty of Science, Masaryk University, Brno, Czech Republic.,International Clinical Research Center, Center of Biomolecular and Cellular Engineering, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Jana Kudová
- Institute of Biophysics of the CAS, Brno, Czech Republic.,Institute of Experimental Biology, Department of Physiology and Immunology of Animals, Faculty of Science, Masaryk University, Brno, Czech Republic.,International Clinical Research Center, Center of Biomolecular and Cellular Engineering, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Jiří Pacherník
- Institute of Experimental Biology, Department of Physiology and Immunology of Animals, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Lukáš Kubala
- Institute of Biophysics of the CAS, Brno, Czech Republic.,Institute of Experimental Biology, Department of Physiology and Immunology of Animals, Faculty of Science, Masaryk University, Brno, Czech Republic.,International Clinical Research Center, Center of Biomolecular and Cellular Engineering, St. Anne's University Hospital Brno, Brno, Czech Republic
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9
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It Is Imperative to Establish a Pellucid Definition of Chimeric RNA and to Clear Up a Lot of Confusion in the Relevant Research. Int J Mol Sci 2017; 18:ijms18040714. [PMID: 28350330 PMCID: PMC5412300 DOI: 10.3390/ijms18040714] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Revised: 03/15/2017] [Accepted: 03/17/2017] [Indexed: 12/27/2022] Open
Abstract
There have been tens of thousands of RNAs deposited in different databases that contain sequences of two genes and are coined chimeric RNAs, or chimeras. However, "chimeric RNA" has never been lucidly defined, partly because "gene" itself is still ill-defined and because the means of production for many RNAs is unclear. Since the number of putative chimeras is soaring, it is imperative to establish a pellucid definition for it, in order to differentiate chimeras from regular RNAs. Otherwise, not only will chimeric RNA studies be misled but also characterization of fusion genes and unannotated genes will be hindered. We propose that only those RNAs that are formed by joining two RNA transcripts together without a fusion gene as a genomic basis should be regarded as authentic chimeras, whereas those RNAs transcribed as, and cis-spliced from, single transcripts should not be deemed as chimeras. Many RNAs containing sequences of two neighboring genes may be transcribed via a readthrough mechanism, and thus are actually RNAs of unannotated genes or RNA variants of known genes, but not chimeras. In today's chimeric RNA research, there are still several key flaws, technical constraints and understudied tasks, which are also described in this perspective essay.
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10
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Liu Y, Wang Z, Xiao W. MicroRNA-26a protects against cardiac hypertrophy via inhibiting GATA4 in rat model and cultured cardiomyocytes. Mol Med Rep 2016; 14:2860-6. [PMID: 27485101 DOI: 10.3892/mmr.2016.5574] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Accepted: 07/12/2016] [Indexed: 11/05/2022] Open
Abstract
Pathological cardiac hypertrophy is characterized by deleterious changes developed in cardiovascular diseases, whereas microRNAs (miRNAs) are involved in the mediation of cardiac hypertrophy. To investigate the role of microRNA-26a (miR-26a) in regulating cardiac hypertrophy and its functioning mechanisms, overexpression and suppression of miR‑26a via its mimic and inhibitor in a transverse abdominal aortic constriction (TAAC)-induced rat model and in angiotensin II (Ang II)-induced cardiomyocytes (CMs) was performed. In the rat model, the heart weight (HW) compared with the body weight (BW), the CM area, and expression of the hypertrophy‑associated factors, atrial natriuretic factor (ANF) and β‑myosin heavy chain (β‑MHC), were assessed. In CMs, the protein synthesis rate was determined using a leucine incorporation assay. Mutation of the GATA‑binding protein 4 (GATA4) 3'‑untranslated region (UTR) and overexpression of GATA4 were performed to confirm whether GATA4 is the target of miR‑26a. The results indicated that miR-26a was significantly downregulated in the heart tissue of the rat model, as well as in Ang II‑induced CMs (P<0.05). The TAAC-induced rat model exhibited a higher HW/BW ratio, a larger CM area, and higher expression levels of ANF and β‑MHC. CMs, upon Ang II treatment, also demonstrated a larger CM area, higher levels of ANF and β‑MHC, as well as accelerated protein synthesis. miR‑26a was not able to regulate GATA4 with mutations in the 3'‑UTR, indicating that GATA4 was the direct target of miR‑26a. Overexpression of GATA4 abrogated the inhibitory functions of miR‑26a in cardiac hypertrophy. Taken together, the present study suggested an anti‑hypertrophic role of miR‑26a in cardiac hypertrophy, possibly via inhibition of GATA4. These findings may be useful in terms of facilitating cardiac treatment, with potential therapeutic targets and strategies.
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Affiliation(s)
- Yan Liu
- Department of Cardiology, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei 050051, P.R. China
| | - Zhiqian Wang
- Department of Cardiology, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei 050051, P.R. China
| | - Wenliang Xiao
- Department of Cardiology, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei 050051, P.R. China
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11
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Yang Y, Zhou Y, Cao Z, Tong XZ, Xie HQ, Luo T, Hua XP, Wang HQ. miR-155 functions downstream of angiotensin II receptor subtype 1 and calcineurin to regulate cardiac hypertrophy. Exp Ther Med 2016; 12:1556-1562. [PMID: 27588076 DOI: 10.3892/etm.2016.3506] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2015] [Accepted: 06/06/2016] [Indexed: 12/15/2022] Open
Abstract
Cardiac hypertrophy is characterized by maladaptive tissue remodeling that may lead to heart failure or sudden death. MicroRNAs (miRs) are negative regulators of angiotensin II and the angiotensin II receptor subtype 1 (AGTR1), which are two components involved in cardiac hypertrophy. In the present study, the interaction between angiotensin II receptor subtype 1 (AGTR1) signaling and miR-155 was investigated. Rat H9C2 (2-1) cardiomyocytes were transfected with miR-155 analogues or inhibitors, then stimulated with angiotensin II to induce cardiac hypertrophy. miR-155 expression was revealed to be altered following transfection with chemically-modified miR-155 analogues and inhibitors in rat cardiomyocytes. In cell cardiac hypertrophy models, the cell surface area, AGTR1, atrial natriuretic peptide and myosin heavy chain-β mRNA expression levels were revealed to be lower in cells stimulated with miR-155 analogue-transfected cells treated with angiotensin II compared with cells stimulated with angiotensin alone (P<0.05), as determined using reverse transcription-polymerase chain reaction (PCR), quantitative PCR and western blot analyses. Furthermore, calcineurin mRNA and protein, intracellular free calcium and nuclear factor of activated T-cells-4 proteins were downregulated in miR-155 analogue-transfected cells treated with angiotensin II, as compared with cells stimulated with angiotensin II alone (P<0.05). In conclusion, the current study indicates that miR-155 may improve cardiac hypertrophy by downregulating AGTR1 and suppressing the calcium signaling pathways activated by AGTR1.
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Affiliation(s)
- Yong Yang
- Department of Cardiology, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, P.R. China
| | - Yong Zhou
- Department of Medical Oncology, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, P.R. China
| | - Zheng Cao
- Department of Cardiology, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, P.R. China
| | - Xin Zhu Tong
- Department of Cardiology, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, P.R. China
| | - Hua Qiang Xie
- Department of Cardiology, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, P.R. China
| | - Tao Luo
- Department of Cardiology, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, P.R. China
| | - Xian Ping Hua
- Department of Cardiology, Suizhou Central Hospital, Hubei University of Medicine, Suizhou, Hubei 441300, P.R. China
| | - Han Qin Wang
- Institute of Basic Medical Sciences, Hubei University of Medicine, Shiyan, Hubei 442000, P.R. China
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12
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Liu L, An X, Li Z, Song Y, Li L, Zuo S, Liu N, Yang G, Wang H, Cheng X, Zhang Y, Yang X, Wang J. The H19 long noncoding RNA is a novel negative regulator of cardiomyocyte hypertrophy. Cardiovasc Res 2016; 111:56-65. [DOI: 10.1093/cvr/cvw078] [Citation(s) in RCA: 174] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 04/08/2016] [Indexed: 12/17/2022] Open
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13
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Gao W, Wang ZM, Zhu M, Lian XQ, Zhao H, Zhao D, Yang ZJ, Lu X, Wang LS. Altered long noncoding RNA expression profiles in the myocardium of rats with ischemic heart failure. J Cardiovasc Med (Hagerstown) 2016; 16:473-9. [PMID: 26002832 DOI: 10.2459/jcm.0b013e32836499cd] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIMS Despite significant advances in the treatment of coronary artery disease, the prevalence of ischemic heart failure is still increasing rapidly. Long noncoding RNAs are a novel class of gene regulators and may contribute to disease cause. The aim of the present study was to investigate the expression profiles of long noncoding RNAs and their potential functional roles in ischemic heart failure. METHODS We applied a well-established ischemic heart failure rat model and performed long noncoding RNA microarray experiments on the left ventricular tissue of rats with ischemic heart failure and under sham control. Differentially expressed long noncoding RNAs and mRNAs were identified through fold-change filtering. Bioinformatic analyses were performed to predict the potential biological roles of key long noncoding RNAs. RESULTS We found that 1197 long noncoding RNAs and 2066 mRNAs were upregulated, whereas 1403 long noncoding RNAs and 2871 mRNAs were downregulated in failing hearts (fold-change > 2.0). We also identified 331 pairs of differentially expressed long noncoding RNAs and nearby coding genes, which contained 291 long noncoding RNAs and 296 mRNAs. Expression levels of four long noncoding RNA-mRNA pairs, which might be involved in the pathogenesis of ischemic heart failure were confirmed by quantitative real-time PCR. CONCLUSION Our study identified a set of long noncoding RNAs that were aberrantly expressed in rats with ischemic heart failure and might be involved in the pathogenesis of ischemic heart failure. The results of our study may provide a novel perspective for better understanding the molecular basis of ischemic heart failure.
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Affiliation(s)
- Wei Gao
- aDepartment of Cardiology, the First Affiliated Hospital of Nanjing Medical University bDepartment of Geriatrics, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China *Wei Gao and Ze-Mu Wang contributed equally to this work
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14
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Ooi JYY, Tuano NK, Rafehi H, Gao XM, Ziemann M, Du XJ, El-Osta A. HDAC inhibition attenuates cardiac hypertrophy by acetylation and deacetylation of target genes. Epigenetics 2015; 10:418-30. [PMID: 25941940 DOI: 10.1080/15592294.2015.1024406] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
Pharmacological histone deacetylase (HDAC) inhibitors attenuate pathological cardiac remodeling and hypertrophic gene expression; yet, the direct histone targets remain poorly characterized. Since the inhibition of HDAC activity is associated with suppressing hypertrophy, we hypothesized histone acetylation would target genes implicated in cardiac remodeling. Trichostatin A (TSA) regulates cardiac gene expression and attenuates transverse aortic constriction (TAC) induced hypertrophy. We used chromatin immunoprecipitation (ChIP) coupled with massive parallel sequencing (ChIP-seq) to map, for the first time, genome-wide histone acetylation changes in a preclinical model of pathological cardiac hypertrophy and attenuation of pathogenesis with TSA. Pressure overload-induced cardiac hypertrophy was associated with histone acetylation of genes implicated in cardiac contraction, collagen deposition, inflammation, and extracellular matrix identified by ChIP-seq. Gene set enrichment analysis identified NF-kappa B (NF-κB) transcription factor activation with load induced hypertrophy. Increased histone acetylation was observed on the promoters of NFκB target genes (Icam1, Vcam1, Il21r, Il6ra, Ticam2, Cxcl10) consistent with gene activation in the hypertrophied heart. Surprisingly, TSA attenuated pressure overload-induced cardiac hypertrophy and the suppression of NFκB target genes by broad histone deacetylation. Our results suggest a mechanism for cardioprotection subject to histone deacetylation as a previously unknown target, implicating the importance of inflammation by pharmacological HDAC inhibition. The results of this study provides a framework for HDAC inhibitor function in the heart and argues the long held views of acetylation is subject to more flexibility than previously thought.
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Key Words
- ANP, Atrial natriuretic peptide
- BNP, Brain natriuretic peptide
- BW, Body Weight
- ChIP, Chromatin Immunoprecipitation
- Ct, threshold cycle number
- Cxcl10, Chemokine (C-X-C Motif) ligand 10
- ENCODE, Encyclopedia of DNA Elements Consortium
- FDR, False Discovery Rate
- FS, Fractional Shortening
- GAIIx, Genome Analyzer IIx
- HDAC inhibitor
- HDAC, Histone deacetylase
- Icam1, Intercellular adhesion molecule 1
- Il21r, Interleukin-21 receptor
- Il6ra, Interleukin-6 receptor
- LV, Left Ventricle
- LVDd, Left Ventricular Diastolic Dimension
- LVH, Left Ventricle Hypertrophy
- MACs, Model-based Analysis of ChIP-seq
- NES, normalized enrichment score
- NFκB, Nuclear factor of kappa light polypeptide gene enhancer in B-cells
- NGS, Next Generation Sequencing
- SEM, Standard Error of the Mean
- Serca2a, Sarcoplasmic reticulum Ca2+ ATPase
- TAC veh, TAC vehicle
- TAC, Transverse Aortic Constriction
- TF, transcription factor
- TL, Tibia Length
- TSA, Trichostatin A
- TSS, Transcription Start Site
- Ticam2, Toll-like receptor adaptor molecule 2
- Traf3, TNF receptor-associated factor 3
- UTR, Untranslated region
- Vcam1, Vascular cell adhesion molecule 1
- cDNA, complementary DNA
- cardiac hypertrophy
- chromatin
- epigenetics
- histone acetylation
- next generation sequencing
- α/βMHC, Alpha/Beta myosin heavy chain
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Affiliation(s)
- Jenny Y Y Ooi
- a Epigenetics in Human Health and Disease Laboratory; Baker IDI Heart and Diabetes Institute ; Melbourne , Victoria , Australia
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15
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Peng Z, Yuan C, Zellmer L, Liu S, Xu N, Liao DJ. Hypothesis: Artifacts, Including Spurious Chimeric RNAs with a Short Homologous Sequence, Caused by Consecutive Reverse Transcriptions and Endogenous Random Primers. J Cancer 2015; 6:555-67. [PMID: 26000048 PMCID: PMC4439942 DOI: 10.7150/jca.11997] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Accepted: 04/02/2015] [Indexed: 12/21/2022] Open
Abstract
Recent RNA-sequencing technology and associated bioinformatics have led to identification of tens of thousands of putative human chimeric RNAs, i.e. RNAs containing sequences from two different genes, most of which are derived from neighboring genes on the same chromosome. In this essay, we redefine "two neighboring genes" as those producing individual transcripts, and point out two known mechanisms for chimeric RNA formation, i.e. transcription from a fusion gene or trans-splicing of two RNAs. By our definition, most putative RNA chimeras derived from canonically-defined neighboring genes may either be technical artifacts or be cis-splicing products of 5'- or 3'-extended RNA of either partner that is redefined herein as an unannotated gene, whereas trans-splicing events are rare in human cells. Therefore, most authentic chimeric RNAs result from fusion genes, about 1,000 of which have been identified hitherto. We propose a hypothesis of "consecutive reverse transcriptions (RTs)", i.e. another RT reaction following the previous one, for how most spurious chimeric RNAs, especially those containing a short homologous sequence, may be generated during RT, especially in RNA-sequencing wherein RNAs are fragmented. We also point out that RNA samples contain numerous RNA and DNA shreds that can serve as endogenous random primers for RT and ensuing polymerase chain reactions (PCR), creating artifacts in RT-PCR.
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Affiliation(s)
- Zhiyu Peng
- 1. Beijing Genomics Institute at Shenzhen, Building No.11, Beishan Industrial Zone, Yantian District, Shenzhen 518083, P. R. China
| | - Chengfu Yuan
- 2. Hormel Institute, University of Minnesota, Austin, MN 55912, USA
| | - Lucas Zellmer
- 2. Hormel Institute, University of Minnesota, Austin, MN 55912, USA
| | - Siqi Liu
- 3. CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100101, P. R. China
| | - Ningzhi Xu
- 4. Laboratory of Cell and Molecular Biology, Cancer Institute, Chinese Academy of Medical Science, Beijing 100021, P. R. China
| | - D Joshua Liao
- 2. Hormel Institute, University of Minnesota, Austin, MN 55912, USA
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16
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Zhang P, Shan T, Liang X, Deng C, Kuang S. Mammalian target of rapamycin is essential for cardiomyocyte survival and heart development in mice. Biochem Biophys Res Commun 2014; 452:53-9. [PMID: 25139234 DOI: 10.1016/j.bbrc.2014.08.046] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2014] [Accepted: 08/10/2014] [Indexed: 12/31/2022]
Abstract
Mammalian target of rapamycin (mTOR) is a critical regulator of protein synthesis, cell proliferation and energy metabolism. As constitutive knockout of Mtor leads to embryonic lethality, the in vivo function of mTOR in perinatal development and postnatal growth of heart is not well defined. In this study, we established a muscle-specific mTOR conditional knockout mouse model (mTOR-mKO) by crossing MCK-Cre and Mtor(flox/flox) mice. Although the mTOR-mKO mice survived embryonic and perinatal development, they exhibited severe postnatal growth retardation, cardiac muscle pathology and premature death. At the cellular level, the cardiac muscle of mTOR-mKO mice had fewer cardiomyocytes due to apoptosis and necrosis, leading to dilated cardiomyopathy. At the molecular level, the cardiac muscle of mTOR-mKO mice expressed lower levels of fatty acid oxidation and glycolysis related genes compared to the WT littermates. In addition, the mTOR-mKO cardiac muscle had reduced Myh6 but elevated Myh7 expression, indicating cardiac muscle degeneration. Furthermore, deletion of Mtor dramatically decreased the phosphorylation of S6 and AKT, two key targets downstream of mTORC1 and mTORC2 mediating the normal function of mTOR. These results demonstrate that mTOR is essential for cardiomyocyte survival and cardiac muscle function.
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Affiliation(s)
- Pengpeng Zhang
- Key Laboratory of Swine Genetics and Breeding, Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction, Ministry of Education, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Tizhong Shan
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Xinrong Liang
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Changyan Deng
- Key Laboratory of Swine Genetics and Breeding, Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China; Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction, Ministry of Education, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Shihuan Kuang
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA.
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17
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Mathiyalagan P, Keating ST, Du XJ, El-Osta A. Chromatin modifications remodel cardiac gene expression. Cardiovasc Res 2014; 103:7-16. [PMID: 24812277 DOI: 10.1093/cvr/cvu122] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Signalling and transcriptional control involve precise programmes of gene activation and suppression necessary for cardiovascular physiology. Deep sequencing of DNA-bound transcription factors reveals a remarkable complexity of co-activators or co-repressors that serve to alter chromatin modification and regulate gene expression. The regulated complexes characterized by genome-wide mapping implicate the recruitment and exchange of proteins with specific enzymatic activities that include roles for histone acetylation and methylation in key developmental programmes of the heart. As for transcriptional changes in response to pathological stress, co-regulatory complexes are also differentially utilized to regulate genes in cardiac disease. Members of the histone deacetylase (HDAC) family catalyse the removal of acetyl groups from proteins whose pharmacological inhibition has profound effects preventing heart failure. HDACs interact with a complex co-regulatory network of transcription factors, chromatin-remodelling complexes, and specific histone modifiers to regulate gene expression in the heart. For example, the histone methyltransferase (HMT), enhancer of zeste homolog 2 (Ezh2), is regulated by HDAC inhibition and associated with pathological cardiac hypertrophy. The challenge now is to target the activity of enzymes involved in protein modification to prevent or reverse the expression of genes implicated with cardiac hypertrophy. In this review, we discuss the role of HDACs and HMTs with a focus on chromatin modification and gene function as well as the clinical treatment of heart failure.
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Affiliation(s)
- Prabhu Mathiyalagan
- Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia
| | - Samuel T Keating
- Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia
| | - Xiao-Jun Du
- Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia Central Clinical School, Faculty of Medicine, Monash University, Victoria, Australia
| | - Assam El-Osta
- Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia Central Clinical School, Faculty of Medicine, Monash University, Victoria, Australia Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
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18
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Mathiyalagan P, Okabe J, Chang L, Su Y, Du XJ, El-Osta A. The primary microRNA-208b interacts with Polycomb-group protein, Ezh2, to regulate gene expression in the heart. Nucleic Acids Res 2014; 42:790-803. [PMID: 24137001 PMCID: PMC3902903 DOI: 10.1093/nar/gkt896] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2013] [Revised: 09/12/2013] [Accepted: 09/12/2013] [Indexed: 12/12/2022] Open
Abstract
The Polycomb-group protein, Ezh2, is required for epigenetic gene silencing in the adult heart by unknown mechanism. We investigated the role of Ezh2 and non-coding RNAs in a mouse model of pressure overload using transverse aortic constriction (TAC) attenuated by the prototypical histone deacetylase inhibitor, trichostatin A (TSA). Chromatin immunoprecipitation of TAC and TAC+TSA hearts suggests interaction of Ezh2 and primary microRNA-208b (pri-miR-208b) in the regulation of hypertrophic gene expression. RNAi silencing of pri-miR-208b and Ezh2 validate pri-miR-208b-mediated transcriptional silencing of genes implicated in cardiac hypertrophy including the suppression of the bi-directional promoter (bdP) of the cardiac myosin heavy chain genes. In TAC mouse heart, TSA attenuated Ezh2 binding to bdP and restored antisense β-MHC and α-MHC gene expression. RNA-chromatin immunoprecipitation experiments in TAC hearts also show increased pri-miR-208b dependent-chromatin binding. These results are the first description by which primary miR interactions serve to integrate chromatin modifications and the transcriptional response to distinct signaling cues in the heart. These studies provide a framework for MHC expression and regulation of genes implicated in pathological remodeling of ventricular hypertrophy.
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Affiliation(s)
- Prabhu Mathiyalagan
- Epigenetics in Human Health and Disease Laboratory, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Experimental Cardiology, Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia and Central Clinical School, Faculty of Medicine, Monash University, Victoria, Australia
| | - Jun Okabe
- Epigenetics in Human Health and Disease Laboratory, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Experimental Cardiology, Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia and Central Clinical School, Faculty of Medicine, Monash University, Victoria, Australia
| | - Lisa Chang
- Epigenetics in Human Health and Disease Laboratory, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Experimental Cardiology, Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia and Central Clinical School, Faculty of Medicine, Monash University, Victoria, Australia
| | - Yidan Su
- Epigenetics in Human Health and Disease Laboratory, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Experimental Cardiology, Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia and Central Clinical School, Faculty of Medicine, Monash University, Victoria, Australia
| | - Xiao-Jun Du
- Epigenetics in Human Health and Disease Laboratory, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Experimental Cardiology, Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia and Central Clinical School, Faculty of Medicine, Monash University, Victoria, Australia
| | - Assam El-Osta
- Epigenetics in Human Health and Disease Laboratory, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Experimental Cardiology, Baker IDI Heart and Diabetes Institute, The Alfred Medical Research and Education Precinct, Melbourne, Victoria 3004, Australia, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia and Central Clinical School, Faculty of Medicine, Monash University, Victoria, Australia
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19
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Amaral PP, Dinger ME, Mattick JS. Non-coding RNAs in homeostasis, disease and stress responses: an evolutionary perspective. Brief Funct Genomics 2013; 12:254-78. [PMID: 23709461 DOI: 10.1093/bfgp/elt016] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Cells and organisms are subject to challenges and perturbations in their environment and physiology in all stages of life. The molecular response to such changes, including insulting conditions such as pathogen infections, involves coordinated modulation of gene expression programmes and has not only homeostatic but also ecological and evolutionary importance. Although attention has been primarily focused on signalling pathways and protein networks, non-coding RNAs (ncRNAs), which comprise a significant output of the genomes of prokaryotes and especially eukaryotes, are increasingly implicated in the molecular mechanisms of these responses. Long and short ncRNAs not only regulate development and cell physiology, they are also involved in disease states, including cancers, in host-pathogen interactions, and in a variety of stress responses. Indeed, regulatory RNAs are part of genetically encoded response networks and also underpin epigenetic processes, which are emerging as key mechanisms of adaptation and transgenerational inheritance. Here we present the growing evidence that ncRNAs are intrinsically involved in cellular and organismal adaptation processes, in both robustness and protection to stresses, as well as in mechanisms generating evolutionary change.
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20
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Adams GR, Bamman MM. Characterization and regulation of mechanical loading-induced compensatory muscle hypertrophy. Compr Physiol 2013; 2:2829-70. [PMID: 23720267 DOI: 10.1002/cphy.c110066] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
In mammalian systems, skeletal muscle exists in a dynamic state that monitors and regulates the physiological investment in muscle size to meet the current level of functional demand. This review attempts to consolidate current knowledge concerning development of the compensatory hypertrophy that occurs in response to a sustained increase in the mechanical loading of skeletal muscle. Topics covered include: defining and measuring compensatory hypertrophy, experimental models, loading stimulus parameters, acute responses to increased loading, hyperplasia, myofiber-type adaptations, the involvement of satellite cells, mRNA translational control, mechanotransduction, and endocrinology. The authors conclude with their impressions of current knowledge gaps in the field that are ripe for future study.
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Affiliation(s)
- Gregory R Adams
- Department of Physiology and Biophysics, University of California Irvine, Irvine, California, USA.
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21
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Mathiyalagan P, Keating ST, Du XJ, El-Osta A. Interplay of chromatin modifications and non-coding RNAs in the heart. Epigenetics 2013; 9:101-12. [PMID: 24247090 DOI: 10.4161/epi.26405] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Precisely regulated patterns of gene expression are dependent on the binding of transcription factors and chromatin-associated determinants referred to as co-activators and co-repressors. These regulatory components function with the core transcriptional machinery to serve in critical activities to alter chromatin modification and regulate gene expression. While we are beginning to understand that cell-type specific patterns of gene expression are necessary to achieve selective cardiovascular developmental programs, we still do not know the molecular machineries that localize these determinants in the heart. With clear implications for the epigenetic control of gene expression signatures, the ENCODE (Encyclopedia of DNA Elements) Project Consortium determined that about 90% of the human genome is transcribed while only 1-2% of transcripts encode proteins. Emerging evidence suggests that non-coding RNA (ncRNA) serves as a signal for decoding chromatin modifications and provides a potential molecular basis for cell type-specific and promoter-specific patterns of gene expression. The discovery of the histone methyltransferase enzyme EZH2 in the regulation of gene expression patterns implicated in cardiac hypertrophy suggests a novel role for chromatin-associated ncRNAs and is the focus of this article.
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Affiliation(s)
- Prabhu Mathiyalagan
- Epigenetics in Human Health and Disease Laboratory; Baker IDI Heart and Diabetes Institute; The Alfred Medical Research and Education Precinct; Melbourne, VIC Australia
| | - Samuel T Keating
- Epigenetics in Human Health and Disease Laboratory; Baker IDI Heart and Diabetes Institute; The Alfred Medical Research and Education Precinct; Melbourne, VIC Australia
| | - Xiao-Jun Du
- Experimental Cardiology Laboratory; Baker IDI Heart and Diabetes Institute; Melbourne, VIC Australia
| | - Assam El-Osta
- Epigenetics in Human Health and Disease Laboratory; Baker IDI Heart and Diabetes Institute; The Alfred Medical Research and Education Precinct; Melbourne, VIC Australia; Epigenomics Profiling Facility; Baker IDI Heart and Diabetes Institute; The Alfred Medical Research and Education Precinct; Melbourne, VIC Australia; Department of Pathology; The University of Melbourne; Melbourne, VIC Australia; Faculty of Medicine; Monash University; Melbourne, VIC Australia
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22
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Nelson OL, Rourke BC. Increase in cardiac myosin heavy-chain (MyHC) alpha protein isoform in hibernating ground squirrels, with echocardiographic visualization of ventricular wall hypertrophy and prolonged contraction. ACTA ACUST UNITED AC 2013; 216:4678-90. [PMID: 24072796 DOI: 10.1242/jeb.088773] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Deep hibernators such as golden-mantled ground squirrels (Callospermophilus lateralis) have multiple challenges to cardiac function during low temperature torpor and subsequent arousals. As heart rates fall from over 300 beats min(-1) to less than 10, chamber dilation and reduced cardiac output could lead to congestive myopathy. We performed echocardiography on a cohort of individuals prior to and after several months of hibernation. The left ventricular chamber exhibited eccentric and concentric hypertrophy during hibernation and thus calculated ventricular mass was ~30% greater. Ventricular ejection fraction was mildly reduced during hibernation but stroke volumes were greater due to the eccentric hypertrophy and dramatically increased diastolic filling volumes. Globally, the systolic phase in hibernation was ~9.5 times longer, and the diastolic phase was 28× longer. Left atrial ejection generally was not observed during hibernation. Atrial ejection returned weakly during early arousal. Strain echocardiography assessed the velocity and total movement distance of contraction and relaxation for regional ventricular segments in active and early arousal states. Myocardial systolic strain during early arousal was significantly greater than the active state, indicating greater total contractile movement. This mirrored the increased ventricular ejection fraction noted with early arousal. However, strain rates were slower during early arousal than during the active period, particularly systolic strain, which was 33% of active, compared with the rate of diastolic strain, which was 67% of active. As heart rate rose during the arousal period, myocardial velocities and strain rates also increased; this was matched closely by cardiac output. Curiously, though heart rates were only 26% of active heart rates during early arousal, the cardiac output was nearly 40% of the active state, suggesting an efficient pumping system. We further analyzed proportions of cardiac myosin heavy-chain (MyHC) isoforms in a separate cohort of squirrels over 5 months, including time points before hibernation, during hibernation and just prior to emergence. Hibernating individuals were maintained in both a 4°C cold room and a 20°C warm room. Measured by SDS-PAGE, relative percentages of cardiac MyHC alpha were increased during hibernation, at both hibernacula temperatures. A potential increase in contractile speed, and power, from more abundant MyHC alpha may aid force generation at low temperature and at low heart rates. Unlike many models of cardiomyopathies where the alpha isoform is replaced by the beta isoform in order to reduce oxygen consumption, ground squirrels demonstrate a potential cardioprotective mechanism to maintain cardiac output during torpor.
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Affiliation(s)
- O Lynne Nelson
- College of Veterinary Medicine, Washington State University, Pullman, WA 99164, USA
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23
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Lim SM, Koraka P, Osterhaus ADME, Martina BEE. Development of a strand-specific real-time qRT-PCR for the accurate detection and quantitation of West Nile virus RNA. J Virol Methods 2013; 194:146-53. [PMID: 23965252 DOI: 10.1016/j.jviromet.2013.07.050] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2013] [Revised: 07/17/2013] [Accepted: 07/22/2013] [Indexed: 01/12/2023]
Abstract
Studying the tropism and replication kinetics of West Nile virus (WNV) in different cell types in vitro and in tissues in animal models is important for understanding its pathogenesis. As detection of the negative strand viral RNA is a more reliable indicator of active replication for single-stranded positive-sense RNA viruses, the specificity of qRT-PCR assays currently used for the detection of WNV positive and negative strand RNA was reassessed. It was shown that self- and falsely-primed cDNA was generated during the reverse transcription step in an assay employing unmodified primers and several reverse transcriptases. As a result, a qRT-PCR assay using the thermostable rTth in combination with tagged primers was developed, which greatly improved strand specificity by circumventing the events of self- and false-priming. The reliability of the assay was then addressed in vitro using BV-2 microglia cells as well as in C57/BL6 mice. It was possible to follow the kinetics of positive and negative-strand RNA synthesis both in vitro and in vivo; however, the sensitivity of the assay will need to be optimized in order to detect and quantify negative-strand RNA synthesis in the very early stages of infection. Overall, the strand-specific qRT-PCR assay developed in this study is an effective tool to quantify WNV RNA, reassess viral replication, and study tropism of WNV in the context of WNV pathogenesis.
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Affiliation(s)
- Stephanie M Lim
- Department of Viroscience, Erasmus Medical Center, Rotterdam, The Netherlands
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24
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Lefta M, Campbell KS, Feng HZ, Jin JP, Esser KA. Development of dilated cardiomyopathy in Bmal1-deficient mice. Am J Physiol Heart Circ Physiol 2012; 303:H475-85. [PMID: 22707558 PMCID: PMC3423146 DOI: 10.1152/ajpheart.00238.2012] [Citation(s) in RCA: 113] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2012] [Accepted: 06/09/2012] [Indexed: 12/21/2022]
Abstract
Circadian rhythms are approximate 24-h oscillations in physiology and behavior. Circadian rhythm disruption has been associated with increased incidence of hypertension, coronary artery disease, dyslipidemia, and other cardiovascular pathologies in both humans and animal models. Mice lacking the core circadian clock gene, brain and muscle aryl hydrocarbon receptor nuclear translocator (ARNT)-like protein (Bmal1), are behaviorally arrhythmic, die prematurely, and display a wide range of organ pathologies. However, data are lacking on the role of Bmal1 on the structural and functional integrity of cardiac muscle. In the present study, we demonstrate that Bmal1(-/-) mice develop dilated cardiomyopathy with age, characterized by thinning of the myocardial walls, dilation of the left ventricle, and decreased cardiac performance. Shortly after birth the Bmal1(-/-) mice exhibit a transient increase in myocardial weight, followed by regression and later onset of dilation and failure. Ex vivo working heart preparations revealed systolic ventricular dysfunction at the onset of dilation and failure, preceded by downregulation of both myosin heavy chain isoform mRNAs. We observed structural disorganization at the level of the sarcomere with a shift in titin isoform composition toward the stiffer N2B isoform. However, passive tension generation in single cardiomyocytes was not increased. Collectively, these findings suggest that the loss of the circadian clock gene, Bmal1, gives rise to the development of an age-associated dilated cardiomyopathy, which is associated with shifts in titin isoform composition, altered myosin heavy chain gene expression, and disruption of sarcomere structure.
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MESH Headings
- ARNTL Transcription Factors/deficiency
- ARNTL Transcription Factors/genetics
- Age Factors
- Aging
- Animals
- Cardiomyopathy, Dilated/diagnostic imaging
- Cardiomyopathy, Dilated/genetics
- Cardiomyopathy, Dilated/metabolism
- Cardiomyopathy, Dilated/physiopathology
- Connectin
- Disease Progression
- Gene Expression Regulation
- Heart Failure/metabolism
- Heart Failure/physiopathology
- Hypertrophy, Left Ventricular/metabolism
- Hypertrophy, Left Ventricular/physiopathology
- Mice
- Mice, Inbred C57BL
- Mice, Knockout
- Muscle Proteins/metabolism
- Myocardial Contraction
- Myocardium/metabolism
- Myocardium/pathology
- Myosin Heavy Chains/genetics
- Myosin Heavy Chains/metabolism
- Protein Kinases/metabolism
- RNA, Messenger/metabolism
- Sarcomeres/metabolism
- Sarcomeres/pathology
- Stroke Volume
- Ultrasonography
- Ventricular Dysfunction, Left/metabolism
- Ventricular Dysfunction, Left/physiopathology
- Ventricular Function, Left
- Ventricular Pressure
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Affiliation(s)
- Mellani Lefta
- Center for Muscle Biology, University of Kentucky, Lexington, Kentucky 40536, USA
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Pandorf CE, Jiang W, Qin AX, Bodell PW, Baldwin KM, Haddad F. Regulation of an antisense RNA with the transition of neonatal to IIb myosin heavy chain during postnatal development and hypothyroidism in rat skeletal muscle. Am J Physiol Regul Integr Comp Physiol 2012; 302:R854-67. [PMID: 22262309 DOI: 10.1152/ajpregu.00591.2011] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Postnatal development of fast skeletal muscle is characterized by a transition in expression of myosin heavy chain (MHC) isoforms, from primarily neonatal MHC at birth to primarily IIb MHC in adults, in a tightly coordinated manner. These isoforms are encoded by distinct genes, which are separated by ∼17 kb on rat chromosome 10. The neonatal-to-IIb MHC transition is inhibited by a hypothyroid state. We examined RNA products [mRNA, pre-mRNA, and natural antisense transcript (NAT)] of developmental and adult-expressed MHC genes (embryonic, neonatal, I, IIa, IIx, and IIb) at 2, 10, 20, and 40 days after birth in normal and thyroid-deficient rat neonates treated with propylthiouracil. We found that a long noncoding antisense-oriented RNA transcript, termed bII NAT, is transcribed from a site within the IIb-Neo intergenic region and across most of the IIb MHC gene. NATs have previously been shown to mediate transcriptional repression of sense-oriented counterparts. The bII NAT is transcriptionally regulated during postnatal development and in response to hypothyroidism. Evidence for a regulatory mechanism is suggested by an inverse relationship between IIb MHC and bII NAT in normal and hypothyroid-treated muscle. Neonatal MHC transcription is coordinately expressed with bII NAT. A comparative phylogenetic analysis also suggests that bII NAT-mediated regulation has been a conserved trait of placental mammals for most of the eutherian evolutionary history. The evidence in support of the regulatory model implicates long noncoding antisense RNA as a mechanism to coordinate the transition between neonatal and IIb MHC during postnatal development.
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Affiliation(s)
- Clay E Pandorf
- Dept. of Physiology and Biophysics, Univ. of California, Irvine, Irvine, CA 92697, USA.
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Pandya K, Kohro T, Mimura I, Kobayashi M, Wada Y, Kodama T, Smithies O. Distribution of histone3 lysine 4 trimethylation at T3-responsive loci in the heart during reversible changes in gene expression. Gene Expr 2012; 15:183-98. [PMID: 22783727 PMCID: PMC3607203 DOI: 10.3727/105221612x13372578119698] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Expression in the adult heart of a number of cardiac genes, including the two genes comprising the cardiac myosin heavy chain locus (Myh), is controlled by thyroid hormone (T3) levels, but there is minimal information concerning the epigenetic status of the genes when their expressions change. We fed mice normal chow or a propyl thio uracil (PTU, an inhibitor of T3 production) diet for 6 weeks, or the PTU diet for 6 weeks followed by normal chow for a further 2 weeks. Heart ventricles from these groups were then used for ChIP-seq analyses with an antibody to H3K4me3, a well-documented epigenetic marker of gene activation. The resulting data show that, at the Myh7 locus, H3K4me3 modifications are induced primarily at 5' transcribed region in parallel with increased expression of beta myosin heavy chain (MHC). At the Myh6 locus, decreases in H3K4me3 modifications occurred at the promoter and 5' transcribed region. Extensive H3K4me3 modifications also occurred at the intergenic region between the two Myh genes, which extended into the 3' transcribed region of Myh7. The PTU-induced changes in H3K4me3 levels are, for the most part, reversible but are not invariably complete. We found full restoration of Myh6 gene expression upon PTU withdrawal; however, the H3K4me3 pattern was only partially restored at Myh6, suggesting that full reexpression of Myh6 does not require that the H3K4me3 modifications return fully to the untreated conditions. Together, our data show that the H3K4me3 modification is an epigenetic marker closely associated with changes in Myh gene expression.
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Affiliation(s)
- Kumar Pandya
- *Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Takahide Kohro
- †Department of Molecular Biology and Medicine, The Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Imari Mimura
- †Department of Molecular Biology and Medicine, The Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Mika Kobayashi
- †Department of Molecular Biology and Medicine, The Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Youichiro Wada
- †Department of Molecular Biology and Medicine, The Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Tatsuhiko Kodama
- †Department of Molecular Biology and Medicine, The Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Oliver Smithies
- *Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Gelfi C, Vasso M, Cerretelli P. Diversity of human skeletal muscle in health and disease: contribution of proteomics. J Proteomics 2011; 74:774-95. [PMID: 21414428 DOI: 10.1016/j.jprot.2011.02.028] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Revised: 02/22/2011] [Accepted: 02/26/2011] [Indexed: 12/25/2022]
Abstract
Muscle represents a large fraction of the human body mass. It is an extremely heterogeneous tissue featuring in its contractile structure various proportions of heavy- and light-chain slow type 1 and fast types 2A and 2X myosins, actins, tropomyosins, and troponin complexes as well as metabolic proteins (enzymes and most of the players of the so-called excitation-transcription coupling). Muscle is characterized by wide plasticity, i.e. capacity to adjust size and functional properties in response to endogenous and exogenous influences. Over the last decade, proteomics has become a crucial technique for the assessment of muscle at the molecular level and the investigation of its functional changes. Advantages and shortcomings of recent techniques for muscle proteome analysis are discussed. Data from differential proteomics applied to healthy individuals in normal and unusual environments (hypoxia and cold), in exercise, immobilization, aging and to patients with neuromuscular hereditary disorders (NMDs), inclusion body myositis and insulin resistance are summarized, critically discussed and, when required, compared with homologous data from pertinent animal models. The advantages as well as the limits of proteomics in view of the identification of new biomarkers are evaluated.
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Affiliation(s)
- Cecilia Gelfi
- Dipartimento di Scienze e Tecnologie Biomediche, Università degli Studi di Milano, Milan, Italy.
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Abstract
Methods for in-depth characterization of transcriptomes and quantification of transcript levels have emerged as valuable tools for understanding cellular physiology and human disease biology, and have begun to be utilized in various clinical diagnostic applications. Today, current methods utilized by the scientific community typically require RNA to be converted to cDNA prior to comprehensive measurements. However, this cDNA conversion process has been shown to introduce many biases and artifacts that interfere with the proper characterization and quantitation of transcripts. We have developed a direct RNA sequencing (DRS) approach, in which, unlike other technologies, RNA is sequenced directly without prior conversion to cDNA. The benefits of DRS include the ability to use minute quantities (e.g. on the order of several femtomoles) of RNA with minimal sample preparation, the ability to analyze short RNAs which pose unique challenges for analysis using cDNA-based approaches, and the ability to perform these analyses in a low-cost and high-throughput manner. Here, we describe the strategies and procedures we employ to prepare various RNA species for analysis with DRS.
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29
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Characterization of specific cDNA background synthesis introduced by reverse transcription in RT-PCR assays. Biochimie 2010; 92:1839-46. [DOI: 10.1016/j.biochi.2010.07.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2010] [Revised: 07/27/2010] [Accepted: 07/30/2010] [Indexed: 11/23/2022]
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Pandya K, Pulli B, Bultman S, Smithies O. Reversible epigenetic modifications of the two cardiac myosin heavy chain genes during changes in expression. Gene Expr 2010; 15:51-9. [PMID: 21526716 PMCID: PMC3243912 DOI: 10.3727/105221611x12973615737505] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The two genes of the cardiac myosin heavy chain (MHC) locus-alpha-MHC (aMHC) and beta-MHC (bMHC)--are reciprocally regulated in the mouse ventricle during development and in adult conditions such as hypothyroidism and pathological cardiac hypertrophy. Their expressions are under the control of thyroid hormone T3 levels. To gain insights into the epigenetic mechanisms that underlie this inducible and reversible switching of the aMHC and bMHC isoforms, we have investigated the histone modification patterns that occur over the two cardiac MHC promoters during T3-mediated reversible switching of gene expression. Mice fed a diet of propylthiouracil (PTU, an inhibitor of T3 synthesis) for 2 weeks dramatically reduce aMHC mRNA expression and increase bMHC mRNA levels to high levels, while a subsequent withdrawal of PTU diet for 2 weeks completely reverses the T3-mediated changes in MHC expression. Using hearts from mice treated in this way, we carried out chromatin immunoprecipitation-qPCR assays with antibodies against acetylated histone H3 (H3ac) and trimethylated histone (H3K4me3)-two well-documented markers of activation. Our results show that the reexpression of bMHC is associated at the bMHC promoter with increased H3ac but not H3K4me3. In contrast, the silencing of aMHC is associated at its promoter with decreased H3K4me3, but not decreased H3ac. The epigenetic changes at the two MHC promoters are completely reversed when the gene expression returns to initial levels. These data indicate that during reciprocal and inducible gene expression H3ac parallels bMHC isoform expression while H3K4me3 parallels expression of the tightly linked aMHC isoform.
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Affiliation(s)
- Kumar Pandya
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7525, USA
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Ozsolak F, Platt AR, Jones DR, Reifenberger JG, Sass LE, McInerney P, Thompson JF, Bowers J, Jarosz M, Milos PM. Direct RNA sequencing. Nature 2009; 461:814-8. [PMID: 19776739 DOI: 10.1038/nature08390] [Citation(s) in RCA: 288] [Impact Index Per Article: 19.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2009] [Accepted: 08/05/2009] [Indexed: 01/24/2023]
Abstract
Our understanding of human biology and disease is ultimately dependent on a complete understanding of the genome and its functions. The recent application of microarray and sequencing technologies to transcriptomics has changed the simplistic view of transcriptomes to a more complicated view of genome-wide transcription where a large fraction of transcripts emanates from unannotated parts of genomes, and underlined our limited knowledge of the dynamic state of transcription. Most of this broad body of knowledge was obtained indirectly because current transcriptome analysis methods typically require RNA to be converted to complementary DNA (cDNA) before measurements, even though the cDNA synthesis step introduces multiple biases and artefacts that interfere with both the proper characterization and quantification of transcripts. Furthermore, cDNA synthesis is not particularly suitable for the analysis of short, degraded and/or small quantity RNA samples. Here we report direct single molecule RNA sequencing without prior conversion of RNA to cDNA. We applied this technology to sequence femtomole quantities of poly(A)(+) Saccharomyces cerevisiae RNA using a surface coated with poly(dT) oligonucleotides to capture the RNAs at their natural poly(A) tails and initiate sequencing by synthesis. We observed transcript 3' end heterogeneity and polyadenylated small nucleolar RNAs. This study provides a path to high-throughput and low-cost direct RNA sequencing and achieving the ultimate goal of a comprehensive and bias-free understanding of transcriptomes.
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Affiliation(s)
- Fatih Ozsolak
- Helicos BioSciences Corporation, One Kendall Square, Cambridge, Massachusetts 02139, USA.
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Pandorf CE, Jiang WH, Qin AX, Bodell PW, Baldwin KM, Haddad F. Calcineurin plays a modulatory role in loading-induced regulation of type I myosin heavy chain gene expression in slow skeletal muscle. Am J Physiol Regul Integr Comp Physiol 2009; 297:R1037-48. [PMID: 19657098 DOI: 10.1152/ajpregu.00349.2009] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
The role of calcineurin (Cn) in skeletal muscle fiber-type expression has been a subject of great interest because of reports indicating that it controls the slow muscle phenotype. To delineate the role of Cn in phenotype remodeling, particularly its role in driving expression of the type I myosin heavy chain (MHC) gene, we used a novel strategy whereby a profound transition from fast to slow fiber type is induced and examined in the absence and presence of cyclosporin A (CsA), a Cn inhibitor. To induce the fast-to-slow transition, we first subjected rats to 7 days of hindlimb suspension (HS) + thyroid hormone [triiodothyronine (T(3))] to suppress nearly all expression of type I MHC mRNA in the soleus muscle. HS + T(3) was then withdrawn, and rats resumed normal ambulation and thyroid state, during which vehicle or CsA (30 mg x kg(-1) x day(-1)) was administered for 7 or 14 days. The findings demonstrate that, despite significant inhibition of Cn, pre-mRNA, mRNA, and protein abundance of type I MHC increased markedly during reloading relative to HS + T(3) (P < 0.05). Type I MHC expression was, however, attenuated by CsA compared with vehicle treatment. In addition, type IIa and IIx MHC pre-mRNA, mRNA, and relative protein levels were increased in Cn-treated compared with vehicle-treated rats. These findings indicate that Cn has a modulatory role in MHC transcription, rather than a role as a primary regulator of slow MHC gene expression.
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Affiliation(s)
- Clay E Pandorf
- Department of Physiology and Biophysics, University of California, Irvine, Irvine, California 92697, USA
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LACHANCE DOMINIC, CHAMPETIER SERGE, PLANTE ÉRIC, BOUCHARD-THOMASSIN ANDRÉEANNE, ROUSSEL ÉLISE, COUET JACQUES, ARSENAULT MARIE. Effects of Exercise in Volume Overload. Med Sci Sports Exerc 2009; 41:1230-8. [DOI: 10.1249/mss.0b013e318195b938] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Danzi S, Klein S, Klein I. Differential regulation of the myosin heavy chain genes alpha and beta in rat atria and ventricles: role of antisense RNA. Thyroid 2008; 18:761-8. [PMID: 18631005 PMCID: PMC2879492 DOI: 10.1089/thy.2008.0043] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND The myosin heavy chain (MHC) genes are regulated by triiodothyronine (T3) in a reciprocal and chamber-specific manner. To further our understanding of the potential mechanisms involved, we determined the T3 responsiveness of the MHC genes, alpha and beta, and the beta-MHC antisense (AS) gene in the rat ventricles and atria. METHODS Hypothyroid rats were administered a single physiologic (1 microg) or pharmacologic (20 microg) dose of T3, and sequential measurements of beta-MHC hn- and AS RNA and alpha-MHC heterogeneous nuclear RNA from rat ventricular and atrial myocardium were performed with reverse transcription PCR. RESULTS We have demonstrated that T3 treatment increases the myocyte content of an AS beta-MHC RNA in atria and ventricles that includes sequences complementary to both the first 5' and last 3' introns of the beta-MHC sense transcript. In the hypothyroid rat ventricle, beta-MHC sense RNA expression is maximal, while in the euthyroid rat ventricle, beta-MHC AS RNA is maximal. beta-MHC AS expression increased by 52 +/- 9.8% at the peak, 24 hours after injection of a physiologic dose of T3 (1 microg/animal), while beta-MHC sense RNA decreased by 41 +/- 2.2% at 36 hours, the nadir. In hypothyroid atria, beta-MHC AS RNA was induced by threefold within 6 hours of administration of 1 microg T3, demonstrating that in the atria, beta-MHC AS expression is regulated by T3, while alpha-MHC expression is not. CONCLUSIONS In the hypothyroid rat heart ventricle, beta-MHC AS RNA expression increases in response to T3 similar to that of alpha-MHC. Simultaneous measures of beta-MHC sense RNA are decreased, suggesting a possible mechanism for AS to regulate sense expression. In atria, while alpha-MHC is not influenced by thyroid state, beta-MHC sense and AS RNA were simultaneously and inversely altered in response to T3. This confirms a close positive relationship between T3 and beta-MHC AS RNA in both the atria and ventricles, while demonstrating for the first time that alpha- and beta-MHC expression is not coupled in the atria.
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Affiliation(s)
- Sara Danzi
- Feinstein Institute for Medical Research and the Department of Medicine, North Shore University Hospital, Manhasset, New York
- Department of Medicine, NYU School of Medicine, Manhasset, New York
| | - Steven Klein
- Feinstein Institute for Medical Research and the Department of Medicine, North Shore University Hospital, Manhasset, New York
| | - Irwin Klein
- Feinstein Institute for Medical Research and the Department of Medicine, North Shore University Hospital, Manhasset, New York
- Department of Medicine, NYU School of Medicine, Manhasset, New York
- Department of Cell Biology, NYU School of Medicine, Manhasset, New York
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Allen DL. Making sense (and antisense) of myosin heavy chain gene expression. Comments on "Intergenic bidirectional promoter and cooperative regulation of the IIx and IIb MHC genes in fast skeletal muscle" by Rinaldi et al. Am J Physiol Regul Integr Comp Physiol 2008; 295:R206-7. [PMID: 18463191 DOI: 10.1152/ajpregu.90380.2008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Rinaldi C, Haddad F, Bodell PW, Qin AX, Jiang W, Baldwin KM. Intergenic bidirectional promoter and cooperative regulation of the IIx and IIb MHC genes in fast skeletal muscle. Am J Physiol Regul Integr Comp Physiol 2008; 295:R208-18. [PMID: 18434443 DOI: 10.1152/ajpregu.00134.2008] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
This study investigated the dynamic regulation of IIx-IIb MHC genes in the fast white medial gastrocnemius (WMG) muscle in response to intermittent resistance exercise training (RE), a model associated with a rapid shift from IIb to IIx expression (11). We investigated the effect of 4 days of RE on the transcriptional activity across the skeletal MHC gene locus in the WMG in female Sprague-Dawley rats. Our results show that RE resulted in significant shifts from IIb to IIx observed at both the pre-mRNA and mRNA levels. An antisense RNA (xII NAT) was detected in the intergenic (IG) region between IIx and IIb, extending across the entire IIx gene and into its promoter. The expression of the xII NAT was positively correlated with IIb pre-mRNA (R = +0.8), and negatively correlated with IIx pre-mRNA (R = -0.8). Transcription mapping of the IIx-IIb IG region revealed the generation of sense IIb and xII NATs from a single promoter region. This bidirectional promoter is highly conserved among species and contains several regulatory elements that may be implicated in its regulation. These results suggest that the IIx and the IIb genes are physically and functionally linked via the bidirectional promoter. In order for the IIx MHC gene to be regulated, a feedback mechanism from the IG xII NAT is needed. In conclusion, the IG bidirectional promoter generating antisense RNA appears to be essential for the coordinated regulation of the skeletal muscle MHC genes during dynamic phenotype shifts.
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Affiliation(s)
- Chiara Rinaldi
- Physiology and Biophysics Department, University of California Irvine, Irvine, CA, USA
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Haddad F, Qin AX, Bodell PW, Jiang W, Giger JM, Baldwin KM. Intergenic transcription and developmental regulation of cardiac myosin heavy chain genes. Am J Physiol Heart Circ Physiol 2007; 294:H29-40. [PMID: 17982008 DOI: 10.1152/ajpheart.01125.2007] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Cardiac myosin heavy chain (MHC) gene expression undergoes a rapid transition from beta- to alpha-MHC during early rodent neonatal development (0-21 days of age). Thyroid hormone (3,5,3'-triiodothyronine, T(3)) is a major player in this developmental shift; however, the exact mechanism underlying this transition is poorly understood. The goal of this study was to conduct a more thorough analysis of transcriptional activity of the cardiac MHC gene locus during the early postnatal period in the rodent, in order to gain further insight on the regulation of cardiac MHC genes. We analyzed the expression of alpha- and beta-MHC at protein, mRNA, and pre-mRNA levels at birth and 7, 10, 15, and 21 days after birth in euthyroid and hypothyroid rodents. Using novel technology, we also analyzed RNA expression across the cardiac gene locus, and we discovered that the intergenic (IG) region between the two cardiac genes possesses bidirectional transcriptional activity. This IG transcription results in an antisense RNA product as described previously, which is thought to exert an inhibitory effect on beta-MHC gene transcription. On the second half of the IG region, sense transcription occurs, resulting in expression of a sense IG RNA that merges with the alpha-MHC pre-mRNA. This sense IG RNA transcription was detected in the alpha-MHC gene promoter, approximately -1.8 kb relative to the alpha-MHC transcription start site. Both sense and antisense IG RNAs were developmentally regulated and responsive to a hypothyroid state (11, 14). This novel observation provides more complexity to the cooperative regulation of the two genes, suggesting the involvement of epigenetic processes in the regulation of cardiac MHC gene locus.
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Affiliation(s)
- Fadia Haddad
- Physiology and Biophysics Department, University of California, Irvine, CA 92697-4560, USA.
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39
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Gupta MP. Factors controlling cardiac myosin-isoform shift during hypertrophy and heart failure. J Mol Cell Cardiol 2007; 43:388-403. [PMID: 17720186 PMCID: PMC2701247 DOI: 10.1016/j.yjmcc.2007.07.045] [Citation(s) in RCA: 157] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2007] [Revised: 06/25/2007] [Accepted: 07/10/2007] [Indexed: 12/18/2022]
Abstract
Myosin is a molecular motor, which interacts with actin to convert the energy from ATP hydrolysis into mechanical work. In cardiac myocytes, two myosin isoforms are expressed and their relative distribution changes in different developmental and pathophysiologic conditions of the heart. It has been realized for a long time that a shift in myosin isoforms plays a major role in regulating myocardial contractile activity. With the recent evidence implicating that alteration in myosin isoform ratio may be eventually beneficial for the treatment of a stressed heart, a new interest has developed to find out ways of controlling the myosin isoform shift. This article reviews the published data describing the role of myosin isoforms in the heart and highlighting the importance of various factors shown to influence myosin isofrom shift during physiology and disease states of the heart.
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Affiliation(s)
- Mahesh P Gupta
- Department of Surgery, Basic Science Division, MC5040, University of Chicago, 5841 S. Maryland Avenue, Chicago, IL 60637, USA.
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40
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Giger J, Qin AX, Bodell PW, Baldwin KM, Haddad F. Activity of the β-myosin heavy chain antisense promoter responds to diabetes and hypothyroidism. Am J Physiol Heart Circ Physiol 2007; 292:H3065-71. [PMID: 17307996 DOI: 10.1152/ajpheart.01224.2006] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Two genes encoding cardiac myosin heavy chain (MHC) isoforms, β and α, are arranged in tandem 4.5 kb apart. We examined pre-mRNA and mature mRNA levels of β and α genes in control, diabetic (streptozotocin), hypothyroid (propylthiouracil), and hyperthyroid rat hearts and analyzed the naturally occurring antisense (AS) β RNA species that starts in the middle of the 4.5-kb intergenic region and extends upstream to the β-gene promoter. The β and α genes are expressed antithetically in control, diabetic, hypothyroid, and hyperthyroid hearts. Expression of AS β-RNA was positively correlated with α-mRNA and negatively correlated with sense β mRNA. These results support the novel idea of common promoter-regulatory elements situated in the intergenic region that likely control transcription of both sense α and AS β genes and that AS β transcription negatively regulates β-MHC gene expression. To test whether an intergenic promoter drives transcription of AS β RNA, a 1340-bp sequence of the intergenic region was inserted into a luciferase plasmid in the 3′-to-5′ AS direction and was injected into rat ventricle. This promoter was activated in control heart and decreased greatly in response to propylthiouracil and streptozotocin and increased in hyperthyroid rats, similar in pattern to the endogenous AS β RNA. When a putative retinoic acid receptor (RAR) site (a known thyroid hormone receptor cofactor) in this promoter was mutated, the reporter activity was almost abolished in control, propylthiouracil, and streptozotocin hearts. We conclude that there is an intergenic promoter that is active in the AS direction and that the putative RAR element is a vital regulatory site.
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MESH Headings
- Animals
- DNA, Intergenic
- Diabetes Mellitus, Experimental/genetics
- Diabetes Mellitus, Experimental/metabolism
- Female
- Genes, Reporter
- Heart Ventricles/metabolism
- Hyperthyroidism/chemically induced
- Hyperthyroidism/genetics
- Hyperthyroidism/metabolism
- Hypothyroidism/chemically induced
- Hypothyroidism/genetics
- Hypothyroidism/metabolism
- Luciferases
- Mutation
- Myosin Heavy Chains/genetics
- Myosin Heavy Chains/metabolism
- Promoter Regions, Genetic
- Propylthiouracil
- RNA/metabolism
- RNA Precursors/metabolism
- RNA, Antisense/metabolism
- RNA, Messenger/metabolism
- Rats
- Rats, Sprague-Dawley
- Receptors, Retinoic Acid/genetics
- Receptors, Retinoic Acid/metabolism
- Response Elements
- Transcription, Genetic
- Triiodothyronine
- Ventricular Myosins/genetics
- Ventricular Myosins/metabolism
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Affiliation(s)
- Julia Giger
- Department of Physiology and Biophysics, University of California, Irvine, D-346, Med. Sci. I, Irvine, CA 92697, USA.
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41
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Haddad F, Qin AX, Giger JM, Guo H, Baldwin KM. Potential pitfalls in the accuracy of analysis of natural sense-antisense RNA pairs by reverse transcription-PCR. BMC Biotechnol 2007; 7:21. [PMID: 17480233 PMCID: PMC1876213 DOI: 10.1186/1472-6750-7-21] [Citation(s) in RCA: 92] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2006] [Accepted: 05/04/2007] [Indexed: 01/25/2023] Open
Abstract
Background The ability to accurately measure patterns of gene expression is essential in studying gene function. The reverse transcription polymerase chain reaction (RT-PCR) has become the method of choice for the detection and measurement of RNA expression patterns in both cells and small quantities of tissue. Our previous results show that there is a significant production of primer-independent cDNA synthesis using a popular RNase H- RT enzyme. A PCR product was amplified from RT reactions that were carried out without addition of RT-primer. This finding jeopardizes the accuracy of RT-PCR when analyzing RNA that is expressed in both orientations. Current literature findings suggest that naturally occurring antisense expression is widespread in the mammalian transcriptome and consists of both coding and non-coding regulatory RNA. The primary purpose of this present study was to investigate the occurrence of primer-independent cDNA synthesis and how it may influence the accuracy of detection of sense-antisense RNA pairs. Results Our findings on cellular RNA and in vitro synthesized RNA suggest that these products are likely the results of RNA self-priming to generate random cDNA products, which contributes to the loss of strand specificity. The use of RNase H+ RT enzyme and carrying the RT reaction at high temperature (50°C) greatly improved the strand specificity of the RT-PCR detection. Conclusion While RT PCR is a basic method used for the detection and quantification of RNA expression in cells, primer-independent cDNA synthesis can interfere with RT specificity, and may lead to misinterpretation of the results, especially when both sense and antisense RNA are expressed. For accurate interpretation of the results, it is essential to carry out the appropriate negative controls.
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Affiliation(s)
- Fadia Haddad
- Physiology and Biophysics Department; University of California Irvine, Irvine, CA 92697; USA
| | - Anqi X Qin
- Physiology and Biophysics Department; University of California Irvine, Irvine, CA 92697; USA
| | - Julie M Giger
- Physiology and Biophysics Department; University of California Irvine, Irvine, CA 92697; USA
| | - Hongyan Guo
- Physiology and Biophysics Department; University of California Irvine, Irvine, CA 92697; USA
| | - Kenneth M Baldwin
- Physiology and Biophysics Department; University of California Irvine, Irvine, CA 92697; USA
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