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Hu W, Li P, Zeng N, Tan S. Exploring the hub mechanisms of ischemic stroke based on protein-protein interaction networks related to ischemic stroke and inflammatory bowel disease. Sci Rep 2023; 13:1741. [PMID: 36720935 PMCID: PMC9887582 DOI: 10.1038/s41598-023-27459-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 01/02/2023] [Indexed: 02/01/2023] Open
Abstract
Ischemic stroke is highly concerning because it often leads to severe long-term neurological disability. Among clinical trials, ischemic stroke and inflammatory bowel disease interactions have been increasingly reported in recent years. Therefore, using bioinformatics approaches to explore novel protein interactions between them is of interest. We performed this exploratory analysis by using bioinformatics tools such as string to analyze gene data downloaded from NHGRI-GWAS data related to ischemic stroke and inflammatory bowel disease. We constructed a prospective protein interaction network for ischemic stroke and inflammatory bowel disease, identifying cytokine and interleukin-related signaling pathways, Spliceosome, Ubiquitin-Proteasome System (UPS), Thrombus, and Anticoagulation pathways as the crucial biological mechanisms of the network. Furthermore, we also used data-independent acquisition mass spectrometry (DIA-MS) to detect differential protein expression in eight samples, which also suggested that immune system, signal transduction, and hemostasis-related pathways are key signaling pathways. These findings may provide a basis for understanding the interaction between these two states and exploring possible molecular and therapeutic studies in the future.
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Affiliation(s)
- Wei Hu
- Department of Neurology, Zhujiang Hospital, Southern Medical University, Guangzhou, 510280, China.,Department of Rehabilitation, Xiangya Bo'ai Rehabilitation Hospital, Changsha, 410004, China
| | - Ping Li
- Department of Rehabilitation, Xiangya Bo'ai Rehabilitation Hospital, Changsha, 410004, China
| | - Nianju Zeng
- Department of Rehabilitation, Xiangya Bo'ai Rehabilitation Hospital, Changsha, 410004, China.
| | - Sheng Tan
- Department of Neurology, Zhujiang Hospital, Southern Medical University, Guangzhou, 510280, China.
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2
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Takabe W, Warabi E, Noguchi N. Anti-atherogenic effect of laminar shear stress via Nrf2 activation. Antioxid Redox Signal 2011; 15:1415-26. [PMID: 21126170 DOI: 10.1089/ars.2010.3433] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Fluid shear stress plays a critical role in the regulation of vascular biology and its pathology, such as atherosclerosis, via modulation of redox balance. Both pro-atherogenic (either oscillatory or turbulent, nonunidirectional) shear stress and anti-atherogenic (either steady or pulsatile, unidirectional laminar) shear stress stimulate production of reactive oxygen species (ROS) and reactive nitrogen species (RNS) that are involved in signal transduction of gene expression. Nonunidirectional shear stress induces pro-atherogenic genes encoding adhesion molecules and chemokines in a manner dependent on production of both superoxide and nitric oxide. Steady or pulsatile laminar shear stress induces expression of genes encoding cytoprotective enzymes for glutathione biosynthesis and detoxification, which are regulated by the transcription factor nuclear factor (erythroid-derived 2)-like 2 (Nrf2). We show that pulsatile laminar shear stress (PLSS)-induced expression of adhesion molecules and chemokines was enhanced in human umbilical vein endothelial cells (HUVEC) treated with Nrf2 siRNA and arterial endothelial cells isolated from Nrf2 knockout mice. Hence, we propose the hypothesis that PLSS maintains the endothelium in an anti-atherogenic state via intracellular antioxidant levels increased as a result of Nrf2 activation, thereby preventing excess ROS/RNS production required for pro-atherogenic gene expression.
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Affiliation(s)
- Wakako Takabe
- Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
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3
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Choi SM, Oh H, Park H. Microarray analyses of hypoxia-regulated genes in an aryl hydrocarbon receptor nuclear translocator (Arnt)-dependent manner. FEBS J 2008; 275:5618-34. [PMID: 18959748 DOI: 10.1111/j.1742-4658.2008.06686.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
We investigated hypoxia-inducible factor (HIF)-dependent changes in the expression of 5592 genes in response to hypoxia (0.1% O(2), 16 h) by performing cDNA microarray analyses of mouse hepa1c1c7 and BpRc1 cells. BpRc1 cells are a hepa1c1c7 variant defective in HIF-beta/aryl hydrocarbon receptor nuclear translocator (Arnt), and are therefore unable to induce HIF target genes in response to hypoxia. By comparing hepa1c1c7 cells with BpRc1 cells, we were able to investigate hypoxia-regulated gene expression as well as the role played by HIF in regulating the hypoxic-dependent response of gene expression. This study identified 50 hypoxia-induced genes and 36 hypoxia-repressed genes. Quantitative PCR analysis of nine genes confirmed our ability to accurately analyze changes in hypoxia-induced gene expression by microarray analysis. By comparing quantitative PCR analyses of these nine genes in BpRc1 and hepa1c1c7 cells, we determined that eight of the nine hypoxia-induced genes are Arnt dependent. Additional quantitative PCR analyses of eight hypoxia-repressed genes confirmed, with a 50% probability, that microarray analysis was able to predict hypoxia-repressed gene expression. Only two of the four confirmed genes were found to be repressed in an Arnt-dependent manner. Collectively, six of these 13 genes (46.2% probability) showed a pattern of expression consistent with the microarray analysis with regard to Arnt dependence. Finally, we investigated the HIF-1alpha dependence of these 13 genes by quantitative PCR analysis in HIF-1alpha knockdown 3T3-L1 cells. These analyses identified novel hypoxia-regulated genes and confirmed the role of Arnt and HIF-1alpha in regulating their expression. These results identify additional HIF target genes and provide a more complete understanding of hypoxia signaling.
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Affiliation(s)
- Su Mi Choi
- Department of Life Science, University of Seoul, South Korea
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4
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Lee WH, Akatsuka S, Shirase T, Dutta KK, Jiang L, Liu YT, Onuki J, Yamada Y, Okawa K, Wada Y, Watanabe A, Kohro T, Noguchi N, Toyokuni S. α-Tocopherol induces calnexin in renal tubular cells: Another protective mechanism against free radical-induced cellular damage. Arch Biochem Biophys 2006; 453:168-78. [PMID: 16908007 DOI: 10.1016/j.abb.2006.07.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2006] [Accepted: 07/08/2006] [Indexed: 10/24/2022]
Abstract
Pre-administration of alpha-tocopherol is protective against oxidative renal tubular damage and subsequent carcinogenesis by ferric nitrilotriacetate (Fe-NTA) in rats. We searched for mechanisms other than the scavenging effect of alpha-tocopherol with microarray analyses, which implicated calnexin, a chaperone for glycoproteins. Renal mRNA levels of calnexin significantly increased 3h after an injection of Fe-NTA in rats fed a standard diet whereas those fed an alpha-tocopherol-supplemented diet showed an increase prior to injection, but after injection showed a decrease in renal calnexin mRNA levels, with unaltered protein levels. In experiments using LLC-PK1 cells, addition of alpha-tocopherol was protective against oxidative stress by H2O2, concomitant with calnexin induction. Knockdown of calnexin by siRNA significantly reduced this protection. Furthermore, COS-7 cells transfected with the calnexin gene were more resistant to H2O2. Together with the fact that alpha-tocopherol induced N-acetylglucosaminyltransferase 3, our data suggest that alpha-tocopherol modifies glycoprotein metabolism partially by conferring mild ER stress. This adds another molecular mechanism of alpha-tocopherol toward cancer prevention.
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Affiliation(s)
- Wen-Hua Lee
- Department of Pathology and Biology of Diseases, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan
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5
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Takabe W, Matsukawa N, Kodama T, Tanaka K, Noguchi N. Chemical structure-dependent gene expression of proteasome subunits via regulation of the antioxidant response element. Free Radic Res 2006; 40:21-30. [PMID: 16298756 DOI: 10.1080/10715760500354430] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Antioxidants possess potent ability to regulate gene expression beyond their specific antioxidant activity. Genomic analysis reveals that three phenolic antioxidants, probucol, BO-653, and tBHQ, all of which have a phenoxyl group with one or two tert-butyl groups at the ortho-position, inhibit both the mRNA and protein levels of proteasome alpha-subunits in human endothelial cells. The chemical structure required for the gene regulation was studied by using derivatives of BO-653 and other antioxidants. It was found that the phenoxyl group and tert-butyl group at the ortho-position of the compounds were critical for down-regulation of the proteasome gene. Two antioxidant responsive elements (AREs) were identified in the promoter region of proteasome alpha subunit 3 (PSMA3). Results from promoter truncation analysis revealed that the proximal ARE region was necessary for the down-regulation of the expression of PSMA3. Electrophoretic mobility shift assays revealed that BO-653-mediated induction of DNA-binding to an upstream promoter region of PSMA3 containing the ARE motif was blocked by antibody against c-Jun but not Nrf2. These results indicate that the suppression of the proteasome alpha subunits expression by phenolic antioxidants is strictly dependent on both their chemical structure and the ARE consensus region in the promoter, which may be negatively regulated by AP-1.
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Affiliation(s)
- Wakako Takabe
- Laboratory for Systems Biology and Medicine, Research Center for Advanced Science and Technology, University of Tokyo, 4-6-1 Komaba, Meguro, Japan
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6
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Abstract
Cardiovascular disease is the most important cause of morbidity and mortality in developed countries, causing twice as many deaths as cancer in the USA. The major cardiovascular diseases, including coronary artery disease (CAD), myocardial infarction (MI), congestive heart failure (CHF) and common congenital heart disease (CHD), are caused by multiple genetic and environmental factors, as well as the interactions between them. The underlying molecular pathogenic mechanisms for these disorders are still largely unknown, but gene expression may play a central role in the development and progression of cardiovascular disease. Microarrays are high-throughput genomic tools that allow the comparison of global expression changes in thousands of genes between normal and diseased cells/tissues. Microarrays have recently been applied to CAD/MI, CHF and CHD to profile changes in gene expression patterns in diseased and non-diseased patients. This same technology has also been used to characterise endothelial cells, vascular smooth muscle cells and inflammatory cells, with or without various treatments that mimic disease processes involved in CAD/MI. These studies have led to the identification of unique subsets of genes associated with specific diseases and disease processes. Ongoing microarray studies in the field will provide insights into the molecular mechanism of cardiovascular disease and may generate new diagnostic and therapeutic markers.
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Affiliation(s)
- Stephen Archacki
- Center for Molecular Genetics, Department of Molecular Cardiology, Lerner Research Institute; Center for Cardiovascular Genetics, Department of Cardiovascular Medicine, The Cleveland Clinic Foundation, Cleveland, OH, USA
- Department of Biological, Geological and Environmental Sciences Cleveland State University, Cleveland, OH 44115, USA
| | - Qing Wang
- Center for Molecular Genetics, Department of Molecular Cardiology, Lerner Research Institute; Center for Cardiovascular Genetics, Department of Cardiovascular Medicine, The Cleveland Clinic Foundation, Cleveland, OH, USA
- Department of Biological, Geological and Environmental Sciences Cleveland State University, Cleveland, OH 44115, USA
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7
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Kawamura K, Ishikawa K, Wada Y, Kimura S, Matsumoto H, Kohro T, Itabe H, Kodama T, Maruyama Y. Bilirubin From Heme Oxygenase-1 Attenuates Vascular Endothelial Activation and Dysfunction. Arterioscler Thromb Vasc Biol 2005; 25:155-60. [PMID: 15499042 DOI: 10.1161/01.atv.0000148405.18071.6a] [Citation(s) in RCA: 184] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective—
Heme oxygenase-1 (HO-1), the rate-limiting enzyme of heme degradation, has recently been considered to have protective roles against various pathophysiological conditions. Since we demonstrated that HO-1 overexpression inhibits atherosclerotic formation in animal models, we examined the effect of HO modulation on proinflammatory cytokine production, endothelial NO synthase (eNOS) expression, and endothelium-dependent vascular relaxation responses.
Methods and Results—
After HO-1 induction by heme arginate (HA), vascular endothelial cell cultures were exposed to oxidized low-density lipoprotein (oxLDL) or tumor necrosis factor-α (TNF-α). HA pretreatment significantly attenuated the production of vascular cell adhesion molecule-1, monocyte chemotactic protein-1, and macrophage colony-stimulating factor, suggesting that HO-1 induction attenuates proinflammatory responses. In addition, HO-1 overexpression also alleviated endothelial dysfunction as judged by restoration of attenuated eNOS expression after exposure to oxLDL and TNF-α. Importantly, impaired endothelium-dependent vascular relaxation responses in thoracic aortic rings from high-fat-fed LDL receptor knockout mice were also improved. These effects were observed by treatment with bilirubin not by carbon monoxide.
Conclusions—
These results suggest that the antiatherogenic properties of HO-1 may be mediated predominantly through the action of bilirubin by inhibition of vascular endothelial activation and dysfunction in response to proinflammatory stresses.
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Affiliation(s)
- Keiichi Kawamura
- First Department of Internal Medicine, Fukushima Medical University, Fukushima, Japan
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Warabi E, Wada Y, Kajiwara H, Kobayashi M, Koshiba N, Hisada T, Shibata M, Ando J, Tsuchiya M, Kodama T, Noguchi N. Effect on endothelial cell gene expression of shear stress, oxygen concentration, and low-density lipoprotein as studied by a novel flow cell culture system. Free Radic Biol Med 2004; 37:682-94. [PMID: 15288125 DOI: 10.1016/j.freeradbiomed.2004.05.020] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2004] [Revised: 05/13/2004] [Accepted: 05/21/2004] [Indexed: 11/25/2022]
Abstract
A new cell culture system has been developed that reflects the vascular microenvironment. By means of this system the cultured cells are exposed not only to shear stress by the circulating culture medium, but also to an oxygen concentration gradient and certain critical blood components such as low-density lipoprotein (LDL) and monocytes. DNA microarray analysis was performed for human umbilical vein endothelial cells cultured in this system in the absence and presence of laminar flow at a low shear stress, 0.2 dyn/cm(2). In addition to shear stress, either an oxygen concentration gradient, or LDL (1 mg/ml), or both were applied. Many Nrf-2-regulating genes, such as heme oxygenase 1, NAD(P)H quinone oxidoreductase 1, solute carrier family 7 No. 11, and glutamate-cysteine ligase modifier subunit, were induced by laminar flow at very low shear stress regardless of the additional conditions. Certain genes were specifically affected by exposure to the oxygen gradient and/or LDL under shear stress, but the degree was very low. These results suggest that shear stress is the most critical factor affecting gene expression in endothelial cells and that Nrf-2-regulating proteins may contribute to protecting endothelial cells against other vascular stress. This system should provide highly relevant and useful information about both vascular physiology and pathology, in the latter on such urgent matters as the specific steps involved in atherogenesis.
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Affiliation(s)
- Eiji Warabi
- Laboratory for Systems Biology and Medicine, Research Center for Advanced Science and Technology, University of Tokyo, 4-6-1 Komaba, Meguro, Tokyo 153-8906, Japan
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9
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Ohura N, Yamamoto K, Ichioka S, Sokabe T, Nakatsuka H, Baba A, Shibata M, Nakatsuka T, Harii K, Wada Y, Kohro T, Kodama T, Ando J. Global analysis of shear stress-responsive genes in vascular endothelial cells. J Atheroscler Thromb 2004; 10:304-13. [PMID: 14718748 DOI: 10.5551/jat.10.304] [Citation(s) in RCA: 104] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
DNA microarray gene expression analysis was conducted in human umbilical vein endothelial cells (HUVECs) and coronary artery endothelial cells (HCAECs) exposed to laminar or turbulent shear stress. Approximately 3% of the total 5600 gene in HUVECs and HCAECs increased their expression more than two-fold or decreased it to less than half the static control in response to an arterial level of laminar shear stress (15 dynes/cm(2) for 24 hours). The proportions of shear-stress-responsive genes decreased to around 2% under the venous level of laminar shear stress (1.5 dynes/cm(2)) in both cell lines. Turbulent shear stress of 1.5 dynes/cm(2) altered the expression of 1.1% of all genes in the HCAECs. Laminar shear stress, but not turbulent shear stress, decreased the expression of a number of genes involved in DNA synthesis and the cell cycle in both HUVECs and HCAECs. Clustering analysis showed a variety of temporal profiles of gene expression in HUVECs exposed to laminar shear stress of 15 dynes/cm(2) for 3, 6, 12, 24, and 48 hours. Turbulent shear stress affected expression of many genes that play a role in vascular remodeling, including genes encoding plasminogen activators and their inhibitor, endothelin-1, transforming growth factor-beta, collagen type IV, and ephrin A1.
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Affiliation(s)
- Norihiko Ohura
- Department of Biomedical Engineering, Graduate School of Medicine, University of Tokyo, Japan
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10
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Noguchi N. Novel insights into the molecular mechanisms of the antiatherosclerotic properties of antioxidants: the alternatives to radical scavenging. Free Radic Biol Med 2002; 33:1480-9. [PMID: 12446205 DOI: 10.1016/s0891-5849(02)01114-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Since the oxidation hypothesis of atherogenesis was first proposed, mechanisms of low density lipoprotein (LDL) oxidation and the biological properties of oxidized LDL have been investigated in depth. The major mechanism for the antiatherogenic effects of antioxidants, especially radical scavenging antioxidants, has been thought to be direct inhibition of LDL oxidation. The recently developed genomic technology has allowed this hypothesis to be addressed more rigorously than relying on the simple chemical properties of these therapeutic agents. Oxidized LDL, which is known to be proatherogenic, induces many categories of genes that have a potential involvement in the development of atherosclerotic lesions. The genes involved in cell growth, survival, adhesion, and inflammatory responses were upregulated through some nuclear receptor-depending pathways in cells exposed to stimulants such as shear stress, TNF-alpha, and oxidized LDL. On the other hand, these transcriptome analyses have shown a novel mechanism underlying phenolic antioxidants contribute to antiatherogenicity by regulating the expression of genes involved in protein degradation and transcriptional pathways. These studies reveal the often-suspected complexity of the atherogenic process and have the potential for novel therapeutic intervention.
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Affiliation(s)
- Noriko Noguchi
- Department of System Biology and Medicine, Research Center for Advanced Science and Technology, University of Tokyo, Tokyo, Japan.
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Kondo M, Shibata T, Kumagai T, Osawa T, Shibata N, Kobayashi M, Sasaki S, Iwata M, Noguchi N, Uchida K. 15-Deoxy-Delta(12,14)-prostaglandin J(2): the endogenous electrophile that induces neuronal apoptosis. Proc Natl Acad Sci U S A 2002; 99:7367-72. [PMID: 12032289 PMCID: PMC124237 DOI: 10.1073/pnas.112212599] [Citation(s) in RCA: 137] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Prostaglandin D(2) (PGD(2)), a major cyclooxygenase product in a variety of tissues and cells, readily undergoes dehydration to yield the bioactive cyclopentenone-type PGs of the J(2)-series, such as 15-deoxy-Delta(12,14)-PGJ(2) (15d-PGJ(2)). The observation that the level of 15d-PGJ(2) increased in the tissue cells from patients with sporadic amyotrophic lateral sclerosis suggested that the formation of 15d-PGJ(2) may be closely associated with neuronal cell death during chronic inflammatory processes. In vitro experiments using SH-SY5Y human neuroblastoma cells revealed that 15d-PGJ(2) induced apoptotic cell death. An oligonucleotide microarray analysis demonstrated that, in addition to the heat shock-responsive and redox-responsive genes, the p53-responsive genes, such as gadd45, cyclin G1, and cathepsin D, were significantly up-regulated in the cells treated with 15d-PGJ(2). Indeed, the 15d-PGJ(2) induced accumulation and phosphorylation of p53, which was accompanied by a preferential redistribution of the p53 protein in the nuclei of the cells and by a time-dependent increase in p53 DNA binding activity, suggesting that p53 accumulated in response to the treatment with 15d-PGJ(2) was functional. The 15d-PGJ(2)-induced accumulation of p53 resulted in the activation of a death-inducing caspase cascade mediated by Fas and the Fas ligand.
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Affiliation(s)
- Mitsuhiro Kondo
- Laboratory of Food and Biodynamics, Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya 464-8601, Japan
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Takabe W, Kodama T, Hamakubo T, Tanaka K, Suzuki T, Aburatani H, Matsukawa N, Noguchi N. Anti-atherogenic antioxidants regulate the expression and function of proteasome alpha-type subunits in human endothelial cells. J Biol Chem 2001; 276:40497-501. [PMID: 11533053 DOI: 10.1074/jbc.m104882200] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
It has been proposed that phenolic antioxidants such as probucol exert their anti-atherogenic effects through scavenging lipid-derived radicals. In this study the potential for genomics to reveal unanticipated pharmacological properties of phenolic antioxidants is explored. It was found that two anti-atherogenic compounds, BO-653 and probucol, inhibited the expression of three alpha-type proteasome subunits, PMSA2, PMSA3, and PMSA4 in human umbilical vein endothelial cells. Here we report that both BO-653 and probucol caused not only inhibition of the mRNA levels of these three subunits but also inhibition of both the gene expression and protein synthesis of the alpha-type subunit, PMSA1. Other subunit components of the proteasome such as the beta-type subunits (PMSB1, PMSB7), the ATPase subunit of 19 S (PMSC6), the non-ATPase subunit of 19 S (PMSD1), and PA28 (PMSE2) were not significantly affected by treatment with these compounds. The specific inhibition of alpha-type subunit expression in response to these antioxidants resulted in functional alterations of the proteasome with suppression of degradation of multiubiquitinated proteins and IkappaBalpha. These results suggest that certain compounds previously classified solely as antioxidants are able to exert potentially important modulatory effects on proteasome function.
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Affiliation(s)
- W Takabe
- Department of Molecular Biology and Medicine, Research Center for Advanced Science and Technology, University of Tokyo, 4-6-1 Komaba, Meguro, Tokyo 153-8904, Japan
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