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Identification of Differential Protein Expression in Hepatocellular Carcinoma Induced Wistar Albino Rats by 2D Electrophoresis and MALDI-TOF-MS Analysis. Indian J Clin Biochem 2015; 31:194-202. [PMID: 27069327 DOI: 10.1007/s12291-015-0510-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Accepted: 05/13/2015] [Indexed: 12/12/2022]
Abstract
Hepato cellular carcinoma (HCC) is a type of malignant tumor. To investigate the proteins in cancer molecular mechanism and its role in HCC, we have used proteomic tools such as 2DE and MALDI-TOF-MS. Our investigation ravels that, plasma α-fetoprotein and carcinoembryonic antigen levels were elevated in DEN induced rats and gradually decreased after the treatment with 1,3BPMU. 2DE and MALDI-TOF-MS tool offers to identify the up and down regulation of proteins in HCC. Proteomic study reveals that, five differentially expressed proteins were identified in DEN induced rats and 1,3BPMU treated rats i.e. three up regulated protein such as T kininogen, NDPKB, PRMT1 (DEN induced rats), RGS19 and PAF (1,3BPMU treated rats) in 3BPMU treated rats, activation of transcription of a single gene from multiple promoters provides flexibility in the controlled gene expression. The regulations of hepatocyte stimulating factor were slow down the proliferation of hepatic cell and uncontrolled hepatic cell growth and also molecular signals strongly argue for a patho-physiological role in liver metastasis to control the cell aggression. This indicates that, anti cancer property of 1,3BPMU can be used as potent anti cancer agent. The present study also shows the proteomic approach helps to elucidate the tumor maker as well as regulatory marker proteins in HCC.
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2
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Prieto Y, Rojas L, Hinojosa L, González I, Aguiar D, de la Luz K, Castillo A, Pérez R. Towards the molecular characterization of the stable producer phenotype of recombinant antibody-producing NS0 myeloma cells. Cytotechnology 2011; 63:351-62. [PMID: 21424581 DOI: 10.1007/s10616-011-9348-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2010] [Accepted: 02/28/2011] [Indexed: 11/24/2022] Open
Abstract
The loss of heterologous protein expression is one of the major problems faced by industrial cell line developers and has been reported by several authors. Therefore, the understanding of the mechanisms involved in the generation of stable and high producer cell lines is a critical issue, especially for those processes based on long term continuous cultures. We characterized two recombinant NS0 myeloma cell lines expressing Nimotuzumab, a humanized anti-human epidermal growth factor receptor (EGFR) antibody. The hR3/H7 clone is a stable producer obtained from the unstable hR3/t16 clone. The unstable clone was characterized by a bimodal distribution of intracellular immunoglobulin staining using flow cytometry. Loss of antibody production was due to the emergence of a non-producer cell subpopulation that increased with cell generation number. Immunoglobulin heavy chain (HC) and light chain (LC) ratio (HC/LC) was lower for the unstable phenotype. Proteomic maps using two dimensional gel electrophoresis (2DE) were obtained for both clones, at initial cell culture time and after 40 generations. Fifteen proteins potentially associated with the phenomenon of production stability were identified. The hR3/H7 stable clone showed an up-regulated expression pattern for most of these proteins. The regulation of recombinant antibody production by the host NS0 myeloma cell line most likely involves simultaneously cellular processes such as DNA transcription, mRNA processing, protein synthesis and folding, vesicular transport, glycolysis and energy production, according to the proteins identified in the present proteomic study.
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Affiliation(s)
- Y Prieto
- Research and Development Direction, Center of Molecular Immunology, PO Box 16040, 216 St. & 15th Ave, Atabey, Playa Havana, 11600, Cuba,
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3
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Ge F, He QY. Genomic and proteomic approaches for predicting toxicity and adverse drug reactions. Expert Opin Drug Metab Toxicol 2009; 5:29-37. [PMID: 19236227 DOI: 10.1517/17425250802661895] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND In the toxicology field, it remains a major challenge to predict and understand drug toxicity and adverse drug reactions (ADRs) in man. OBJECTIVE Recent progress in genomics and proteomics technologies and their application in predicting drug toxicity and ADRs. METHODS The key genomic and proteomic approaches are outlined, their applications in predicting toxicity and ADRs are described and their future developments in this field are discussed. CONCLUSION These technologies, used to measure expression at the transcript and protein levels, each convey different information and have different technical capabilities that can complement each other. The fields of genomics and proteomics continue to develop rapidly and it is already evident that genomic and proteomic approaches have much to contribute to the early prediction of drug toxicity and ADRs.
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Affiliation(s)
- Feng Ge
- Jinan University, Institute of Life and Health Engineering, Guangzhou, China
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4
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Tenorio-Laranga J, Männistö PT, Karayiorgou M, Gogos JA, García-Horsman JA. Sex-dependent compensated oxidative stress in the mouse liver upon deletion of catechol O-methyltransferase. Biochem Pharmacol 2009; 77:1541-52. [DOI: 10.1016/j.bcp.2009.02.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2008] [Revised: 02/09/2009] [Accepted: 02/11/2009] [Indexed: 11/30/2022]
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5
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Amelina H, Cristobal S. Proteomic study on gender differences in aging kidney of mice. Proteome Sci 2009; 7:16. [PMID: 19358702 PMCID: PMC2673210 DOI: 10.1186/1477-5956-7-16] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2008] [Accepted: 04/09/2009] [Indexed: 11/23/2022] Open
Abstract
Background This study aims to analyze sex differences in mice aging kidney. We applied a proteomic technique based on subfractionation, and liquid chromatography coupled with 2-DE. Samples from male and female CD1-Swiss outbred mice from 28 weeks, 52 weeks, and 76 weeks were analysed by 2-DE, and selected proteins were identified by matrix assisted laser desorption ionisation time-of-flight mass spectrometry (MALDI-TOF MS). Results This proteomic analysis detected age-related changes in protein expression in 55 protein-spots, corresponding to 22 spots in males and 33 spots in females. We found a protein expression signature (PES) of aging composed by 8 spots, common for both genders. The identified proteins indicated increases in oxidative and proteolytic proteins and decreases in glycolytic proteins, and antioxidant enzymes. Conclusion Our results provide insights into the gender differences associated to the decline of kidney function in aging. Thus, we show that proteomics can provide valuable information on age-related changes in expression levels of proteins and related modifications. This pilot study is still far from providing candidates for aging-biomarkers. However, we suggest that the analysis of these proteins could suggest mechanisms of cellular aging in kidney, and improve the kidney selection for transplantation.
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Affiliation(s)
- Hanna Amelina
- Department of Biochemistry and Biophysics, Stockholm University, Sweden.
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Proteomic investigation of urinary markers of carbon-tetrachloride-induced hepatic fibrosis in the Hanover Wistar rat. Cell Biol Toxicol 2008; 25:499-512. [DOI: 10.1007/s10565-008-9104-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2008] [Accepted: 08/20/2008] [Indexed: 12/25/2022]
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8
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Vivekanandan P, Singh OV. High-dimensional biology to comprehend hepatocellular carcinoma. Expert Rev Proteomics 2008; 5:45-60. [PMID: 18282123 DOI: 10.1586/14789450.5.1.45] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and is the third leading cause of death from cancer. The diverse etiology, high morbidity/mortality, lack of diagnostic markers for early diagnosis and the highly variable clinical course of HCC have hindered advances in diagnosis and treatment. Microsatellite instability, chromosomal aberrations, mutations in key cell cycle genes and epigenetic changes have been reported in HCC. Availability of modern technologies advance 'high-dimensional biology' (HDB), a term that refers to the simultaneous study of the genetic variants (genome), transcription (mRNA; transcriptome), peptides and proteins (proteomics), and metabolites (metabolomics) for the intermediate products of metabolism of an organ, tissue or organism. The growing interest in omics-based research has enabled the simultaneous examination of thousands of genes, transcripts and proteins of interest, with high-throughput techniques and advanced analytical tools for data analysis. The use of each approach towards functional omics has lead to the classification of HCC into molecular subgroups. Here we review the use of HDB as a tool for the identification of markers for screening, diagnosis, molecular classification and the discovery of new therapeutic drug targets of HCC. With the extensive use of HDB, it may be possible in the near future, to have custom-made therapeutic regimens for HCC based on the molecular subtype, ultimately leading to an improved survival of HCC patients.
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Iiizumi G, Sadoya Y, Hino S, Shibuya N, Kawabata H. Proteomic characterization of the site-dependent functional difference in the rat small intestine. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2007; 1774:1289-98. [PMID: 17881305 DOI: 10.1016/j.bbapap.2007.07.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2007] [Revised: 07/11/2007] [Accepted: 07/20/2007] [Indexed: 11/25/2022]
Abstract
To investigate the site-dependent functional difference in the small intestine, proteomic analysis was carried out on the three distinct parts of the rat small intestine. Male Wistar rats (7 weeks old) were fed a semi-purified diet ad libitum for 1 week. Intestinal tissues from the proximal, middle and distal regions of the small intestine were subjected to two-dimensional polyacrylamide gel electrophoresis, and the abundance of each spot was determined fluorometrically. MALDI-TOF/MS and LC-MS/MS analysis of the tryptic peptides were performed to identify the proteins. Many of the 180 identified proteins showed a distinctive distribution pattern along the small intestine. Glutathione S-transferase, Catechol O-methyltransferase and Villin 2 decreased gradually from the jejunum to the ileum, in contrast, non-specific dipeptidase and Keratin 19 increased gradually toward the ileum. The voltage-dependent anion channel 2 was most abundant in the duodenum while the L- and I-Fatty acid binding protein (FABP) and Cellular retinol binding protein (CRBP-II) were in the jejunum, and the Bile acid binding protein (BABP) was only observed in the ileum. The findings of these and of another proteins identified in this study may contribute to further understanding of the small intestinal function, and to clinical applications of small intestinal diseases.
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Affiliation(s)
- Gotaro Iiizumi
- Laboratory for Nutritional Biochemistry, School of Agriculture, Meiji University, 1-1-1 Higashi-mita, Tama-ku, Kawasaki, Kanagawa 214-8571, Japan
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Yamanaka H, Yakabe Y, Saito K, Sekijima M, Shirai T. Quantitative proteomic analysis of rat liver for carcinogenicity prediction in a 28-day repeated dose study. Proteomics 2007; 7:781-95. [PMID: 17295351 DOI: 10.1002/pmic.200600235] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The potential of quantitative proteomic analysis to predict carcinogenicity of chemical compounds was investigated. Using 2D-DIGE, we analyzed the effects of 63 chemical compounds on protein expression in the rat liver after 28 daily doses. Types of carcinogens were categorized depending on the species and organ specificity. The carcinogen characteristic proteins for each classification were identified by Welch's t value. For evaluation of the predictive concordance we used support vector machines. The rat hepatic carcinogen-specific classification gave higher concordance than the other classification. The generalization performance was measured by leave-one-out cross-validation. For genotoxic and non-genotoxic compounds, a concordance of 79.3 and 76.5%, respectively, was obtained by the top 30 ranked proteins with Welch's t value. Furthermore, we found that the increase of the expression level of the stress response proteins as the common feature of poorly predicted chemical compounds in the leave-20%-out cross-validation. Quantitative proteomics could be promising technique for developing biomarker panels that can be used for carcinogenicity prediction. The list of proteins identified in this study and the zoomed gel images of the top ranked proteins in statistic analysis are provided in Supplementary Data.
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Affiliation(s)
- Hidenori Yamanaka
- Chemicals Assessment Center, Chemicals Evaluation and Research Institute, Saitama, Japan.
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Léonard JF, Courcol M, Mariet C, Charbonnier A, Boitier E, Duchesne M, Parker F, Genet B, Supatto F, Roberts R, Gautier JC. Proteomic characterization of the effects of clofibrate on protein expression in rat liver. Proteomics 2006; 6:1915-33. [PMID: 16470657 DOI: 10.1002/pmic.200500251] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Clofibrate is a peroxisome proliferator known to induce liver tumours in rats. A proteomics study was conducted to provide new insights into the molecular mechanisms of clofibrate-induced non-genotoxic hepatocarcinogenesis. Rats were treated with 250 mg/kg day clofibrate orally and sacrificed after 7 days. Proteins extracted from the liver were analysed by 2-DE using DIGE technology. The protein identification performed by MS showed that clofibrate induced up-regulation of 77 proteins and down-regulation of 27 proteins. The highest expression ratios corresponded to proteins involved in a series of biochemical pathways such as lipid metabolism, fatty acid metabolism, amino acid metabolism, protein metabolism, citric acid cycle, xenobiotic detoxification and oxidative stress. Proteins implicated in cell proliferation and apoptosis, such as prohibitin, 10-formyl tetrahydrofolate dehydrogenase, senescence marker protein-30, pyridoxine 5'-phosphate oxidase and vimentin, were also identified as being regulated. These results provide leads for further investigations into the molecular mechanisms of liver tumours induced by clofibrate. In addition, MS results showed that a series of regulated proteins were detected as several spots corresponding to different pI and/or M(r). Differential effects on those variants could result from specific PTM and could be a specific molecular signature of the clofibrate-induced protein expression modulation in rat liver.
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Yan G, Li L, Tao Y, Liu S, Liu Y, Luo W, Wu Y, Tang M, Dong Z, Cao Y. Identification of novel phosphoproteins in signaling pathways triggered by latent membrane protein 1 using functional proteomics technology. Proteomics 2006; 6:1810-21. [PMID: 16470631 DOI: 10.1002/pmic.200500156] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Previous studies have shown that the Epstein-Barr virus-encoded latent membrane protein1 (LMP1) could activate nuclear factor kappa B, activator protein-1, and Janus kinases/signal transducer and activation of transcription factors pathways. However, many signaling molecules and downstream target proteins triggered by LMP1 have not been identified. To determine the functional components in signaling pathways triggered by LMP1, we combined the novel strategy of phosphoprotein enrichment with proteomics technology to elucidate the signaling cascade activated by LMP1. We found that LMP1 could increase the quantity of total phosphoproteins by 18.03%, and 43 proteins showed significant changes in the degree of phosphorylation when LMP1 was expressed. Twenty-five signaling molecules or downstream targets of signaling pathways triggered by LMP1 were identified, several of which had previously been implicated in LMP1 signal pathways. The other proteins, including annexin A2, heat shock protein 27, stathmin, annexin I, basic transcription factor 3, and porin, were novel signaling molecules or targets with no previously known function in LMP1 signal transduction. The method used here has proven to be suitable for the identification of molecules involved in various signaling pathways.
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Affiliation(s)
- Guangrong Yan
- Cancer Research Institute, Xiangya School of Medicine, Central South University, Changsha, PR China
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Macdonald N, Cumberbatch M, Singh M, Moggs JG, Orphanides G, Dearman RJ, Griffiths CEM, Kimber I. Proteomic analysis of suction blister fluid isolated from human skin. Clin Exp Dermatol 2006; 31:445-8. [PMID: 16681597 DOI: 10.1111/j.1365-2230.2006.02078.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The regulation of cutaneous immune responses in health and disease is mediated locally by proteins such as cytokines and chemokines. We used a novel approach involving proteomic profiling of fluid drawn from suction blisters to compare and contrast protein expression in normal skin with that in nonlesional skin from a patient with plaque psoriasis. We also examined the impact of exogenous interleukin-1beta, a proinflammatory cytokine, on protein expression in these tissues. Described here are the results of proteomic profiling of 670 proteins from blister fluid, and the identification by differential expression of nine proteins between one volunteer with psoriasis and one normal volunteer. Although the apparent disease association of these nine proteins will require validation using additional volunteers, the identification of candidate protein biomarkers through proteomic analyses of blister fluid represents a promising approach for monitoring the disease activity and efficacy of therapeutic intervention in human skin diseases.
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Affiliation(s)
- N Macdonald
- Syngenta CTL, Alderley Park, Macclesfield, UK.
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An J, Yuan Q, Wang C, Liu L, Tang K, Tian HY, Jing NH, Zhao FK. Differential display of proteins involved in the neural differentiation of mouse embryonic carcinoma P19 cells by comparative proteomic analysis. Proteomics 2005; 5:1656-68. [PMID: 15789344 DOI: 10.1002/pmic.200401049] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Mouse embryonic carcinoma P19 cell has been used extensively as a model to study molecular mechanisms of neural differentiation in vitro. After retinoic acid (RA) treatment and aggregation, P19 cells can differentiate into neural cells including neurons and glial cells. In this study, comparative proteomic analysis is utilized to approach the protein profiles associated with the RA-induced neural differentiation of P19 cells. Image analysis of silver stained two-dimensional gels indicated that 28 protein spots had significantly differential expression patterns in both quantity and quality. With mass spectrometry analysis and protein functional exploration, many proteins demonstrated an association with distinct aspects of neural differentiation. These proteins were gag polyprotein, rod cGMP-specific 3',5'-cyclic phosphodiesterase, 53 kDa BRG1-associated factor A, N-myc downstream regulated 1, Vitamin D receptor associated factor 1, stromal cell derived factor receptor 1, phosphoglycerate mutase, Ran-specific GTPase-activating protein, and retinoic acid (RA)-binding protein. While some cytoskeleton-related proteins such as beta cytoskeletal actin, gamma-actin, actin-related protein 1, tropomyosin 1, and cofilin 1 are related to cell migration and aggregation, other proteins have shown a relationship with distinct aspects of neural differentiation including energy production and utilization, protein synthesis and folding, cell signaling transduction, and self-protection. The differential expression patterns of these 28 proteins indicate their different roles during the neural differentiation of P19 cells. As an initial step toward unveiling the regulations involved in the commitment of pluripotent cells to a neural fate, information from this study may be helpful to uncover the molecular mechanisms of neural differentiation.
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Affiliation(s)
- Jie An
- Key Laboratory of Proteomics, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
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Abstract
Proteomics is the measurement of one or more protein populations or proteomes, preferably in a quantitative manner. A protein population may be the set of proteins found in an organism, in a tissue or biofluid, in a cell, or in a subcellular compartment. A population also may be the set of proteins with a common characteristic, for example, those that interact with each other in molecular complexes, those involved in the same process such as signal transduction or cell cycle control, or those that share a common posttranslational modification such as phosphorylation or glycosylation. Proteomics experiments that involve mass spectrometry are divided into five categories: (1) protein identification, (2) protein quantitation or differential analysis, (3) protein-protein interactions, (4) post-translational modifications, and (5) structural proteomics. Each of these proteomics categories is reviewed. Examples are given for quantitative experiments involving two-dimensional gel electrophoresis, and for gel-free analysis using isotope-coded affinity tags. The impact of proteomics on biological research and on drug development is discussed. Challenges for further development in proteomics are presented, including sample preparation, sensitivity, dynamic range, and automation.
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Affiliation(s)
- John T Stults
- Predicant Biosciences, Inc., South San Francisco, California, USA
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Chandra H, Gupta PK, Sharma K, Mattoo AR, Garg SK, Gade WN, Sirdeshmukh R, Maithal K, Singh Y. Proteome analysis of mouse macrophages treated with anthrax lethal toxin. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2004; 1747:151-9. [PMID: 15698949 DOI: 10.1016/j.bbapap.2004.10.012] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2004] [Revised: 10/21/2004] [Accepted: 10/26/2004] [Indexed: 11/19/2022]
Abstract
Anthrax toxin produced by Bacillus anthracis is a tripartite toxin comprising of protective antigen (PA), lethal factor (LF) and edema factor (EF). PA is the receptor-binding component, which facilitates the entry of LF or EF into the cytosol. EF is a calmodulin-dependent adenylate cyclase that causes edema whereas LF is a zinc metalloprotease and leads to necrosis of macrophages. It is also important to note that the exact mechanism of LF action is still unclear. With this view in mind, in the present study, we investigated a proteome wide effect of anthrax lethal toxin (LT) on mouse macrophage cells (J774A.1). Proteome analysis of LT-treated and control macrophages revealed 41 differentially expressed protein spots, among which phosphoglycerate kinase I, enolase I, ATP synthase (beta subunit), tubulin beta2, gamma-actin, Hsp70, 14-3-3 zeta protein and tyrosine/tryptophan-3-monooxygenase were found to be down-regulated, while T-complex protein-1, vimentin, ERp29 and GRP78 were found to be up-regulated in the LT-treated macrophages. Analysis of up- and down-regulated proteins revealed that primarily the stress response and energy generation proteins play an important role in the LT-mediated macrophage cell death.
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Affiliation(s)
- Harish Chandra
- Institute of Genomics and Integrative Biology, Mall Road, Delhi-110007, India
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Chu R, Lim H, Brumfield L, Liu H, Herring C, Ulintz P, Reddy JK, Davison M. Protein profiling of mouse livers with peroxisome proliferator-activated receptor alpha activation. Mol Cell Biol 2004; 24:6288-97. [PMID: 15226431 PMCID: PMC434239 DOI: 10.1128/mcb.24.14.6288-6297.2004] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Peroxisome proliferator-activated receptor alpha (PPARalpha) is important in the induction of cell-specific pleiotropic responses, including the development of liver tumors, when it is chronically activated by structurally diverse synthetic ligands such as Wy-14,643 or by unmetabolized endogenous ligands resulting from the disruption of the gene encoding acyl coenzyme A (CoA) oxidase (AOX). Alterations in gene expression patterns in livers with PPARalpha activation were delineated by using a proteomic approach to analyze liver proteins of Wy-14,643-treated and AOX(-/-) mice. We identified 46 differentially expressed proteins in mouse livers with PPARalpha activation. Up-regulated proteins, including acetyl-CoA acetyltransferase, farnesyl pyrophosphate synthase, and carnitine O-octanoyltransferase, are involved in fatty acid metabolism, whereas down-regulated proteins, including ketohexokinase, formiminotransferase-cyclodeaminase, fructose-bisphosphatase aldolase B, sarcosine dehydrogenase, and cysteine sulfinic acid decarboxylase, are involved in carbohydrate and amino acid metabolism. Among stress response and xenobiotic metabolism proteins, selenium-binding protein 2 and catalase showed a dramatic approximately 18-fold decrease in expression and a modest approximately 6-fold increase in expression, respectively. In addition, glycine N-methyltransferase, pyrophosphate phosphohydrolase, and protein phosphatase 1D were down-regulated with PPARalpha activation. These observations establish proteomic profiles reflecting a common and predictable pattern of differential protein expression in livers with PPARalpha activation. We conclude that livers with PPARalpha activation are transcriptionally geared towards fatty acid combustion.
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Affiliation(s)
- Ruiyin Chu
- Department of Functional Genomics, Aventis Pharmaceuticals, Inc., Bridgewater, New Jersey 08807, USA.
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Bugrim A, Nikolskaya T, Nikolsky Y. Early prediction of drug metabolism and toxicity: systems biology approach and modeling. Drug Discov Today 2004; 9:127-35. [PMID: 14960390 DOI: 10.1016/s1359-6446(03)02971-4] [Citation(s) in RCA: 114] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Many of the drug candidates that fail in clinical trials are withdrawn because of unforeseen effects of human metabolism, such as toxicity and unfavorable pharmacokinetic profiles. Early pre-clinical elimination of such compounds is important but not yet possible. An ideal system would enable researchers to make a confident elimination decision based purely on the structure of a new compound, and incorporate and use multiple pre-clinical experimental data to support such a decision. Currently available resources can be split into three categories: (i). structure-activity relationships (SAR) computational models based on compound structure; (ii). 'pattern' databases of tissue or organ response to drugs, compiled from high-throughput experiments; and (iii). 'systems biology' databases of metabolic pathways, genes and regulatory networks. In this review, we outline the advantages and drawbacks of each of these systems and suggest directions for their integration.
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Affiliation(s)
- Andrej Bugrim
- GeneGo, 500 Renaissance Drive, Suite 106, St Joseph, MI 49085, USA.
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Abstract
Proteomics is a research field aiming to characterize molecular and cellular dynamics in protein expression and function on a global level. The introduction of proteomics has been greatly broadening our view and accelerating our path in various medical researches. The most significant advantage of proteomics is its ability to examine a whole proteome or sub-proteome in a single experiment so that the protein alterations corresponding to a pathological or biochemical condition at a given time can be considered in an integrated way. Proteomic technology has been extensively used to tackle a wide variety of medical subjects including biomarker discovery and drug development. By complement with other new technique advances in genomics and bioinformatics, proteomics has a great potential to make considerable contribution to biomarker identification and to revolutionize drug development process. This article provides a brief overview of the proteomic technologies and their application in biomarker discovery and drug development.
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Affiliation(s)
- Qing-Yu He
- Department of Chemistry, University of Hong Kong, Pokfulam, Hong Kong, China.
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Vatamaniuk MZ, Horyn OV, Vatamaniuk OK, Doliba NM. Acetylcholine affects rat liver metabolism via type 3 muscarinic receptors in hepatocytes. Life Sci 2003; 72:1871-82. [PMID: 12586224 DOI: 10.1016/s0024-3205(02)02506-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Although the role of acetylcholine (Ach) in hepatic glucose metabolism is well elucidated, it is still unclear if it influences gluconeogenesis, glycogenolysis and high-energy phosphate metabolism, and if it does what the mechanisms of this influence are. Therefore, using isolated perfused rat liver as a model, we have studied the effect of Ach on oxygen consumption, synthesis of glucose from lactate and pyruvate, glycogen formation, mitochondrial oxidative phosphorylation and ATP-synthesis. We have established that effects of Ach on oxygen consumption depend on its concentration. When used at a concentration of 10(-7) M, Ach exerts maximum stimulatory effect, while its infusion at 10(-6) M causes a decrease of oxygen consumption by the liver. Moreover, when used at a concentration of 10(-6) M or 10(-7) M, Ach increases rates of glucose production from the gluconeogenic substrates lactate and pyruvate, leading to enhanced glycogen content in perfused liver. It was also shown that Ach possesses a stimulating effect on alanine and aspartate aminotransferases. As detected by 31P NMR spectroscopy, continuous liver perfusion with pyruvate and lactate in the presence of Ach leads to a significant decrease of ATP level, implying enhanced energy requirements for gluconeogenesis under these conditions. Elimination of the described effects of Ach by atropine, the antagonist of muscarinic receptors, and identification of the type 3 muscarinic receptors (m3) in isolated hepatocytes as well as in whole liver, imply that Ach may exert its effect on liver metabolism through m3 receptors.
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Affiliation(s)
- M Z Vatamaniuk
- Biochemistry & Biophysics Department, University of Pennsylvania, 501 Stemmler Hall, 36th and Hamilton Walk, Philadelphia, PA 19104, USA.
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Gross CJ, Kramer JA. The role of investigative molecular toxicology in early stage drug development. Expert Opin Drug Saf 2003; 2:147-59. [PMID: 12904115 DOI: 10.1517/14740338.2.2.147] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Molecular toxicology, the application of molecular biology principles and technologies to preclinical safety assessment, represents a key tool for understanding mechanisms of toxicity and assessing the risks associated with specific toxicities. The application of gene expression markers to early stage preclinical safety assessment has the potential to impact pipelines in two main areas: lead optimisation and issue management. Lead optimisation focuses on deprioritising leads with significant, development-limiting toxicological liabilities while advancing those compounds with the greatest chance of successfully navigating the gauntlet of preclinical and clinical safety studies. Issue management utilises mechanistic toxicology studies to position non-development-limiting findings prior to the onset of Good Laboratory Practice studies in full development, and can help to identify and validate gene expression markers predictive of adverse events to avoid issues in second-generation projects. In this review, the authors describe the application of molecular toxicology to a standard pharmaceutical testing funnel, provide examples of the successful application of gene expression markers, and discuss the potential for future impact in several broad categories of clinically relevant toxicity.
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Affiliation(s)
- Cindy J Gross
- Pharmacia Corporation, Mail Stop TA1, 800 North Lindbergh Blvd, St Louis, MO 63167, USA.
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22
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Macdonald N, Roberts R. Proteomic analysis of rodent hepatic responses to peroxisome proliferators. Methods Enzymol 2003; 357:249-58. [PMID: 12424915 DOI: 10.1016/s0076-6879(02)57683-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/27/2023]
Affiliation(s)
- Neil Macdonald
- Central Toxicology Laboratory, Syngenta, Macclesfield SK10 4TJ, United Kingdom
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23
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Ishigami A, Fujita T, Handa S, Shirasawa T, Koseki H, Kitamura T, Enomoto N, Sato N, Shimosawa T, Maruyama N. Senescence marker protein-30 knockout mouse liver is highly susceptible to tumor necrosis factor-alpha- and Fas-mediated apoptosis. THE AMERICAN JOURNAL OF PATHOLOGY 2002; 161:1273-81. [PMID: 12368201 PMCID: PMC1867294 DOI: 10.1016/s0002-9440(10)64404-5] [Citation(s) in RCA: 139] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Senescence marker protein-30 (SMP30) is a calcium-binding protein that decreases in an androgen-independent manner with aging. To elucidate the physiological role of this protein, we introduced a null mutation of the SMP30 gene into the germ line of mice. Despite the complete lack of SMP30 (SMP30-/-), these mutant mice were indistinguishable from their wild-type (SMP30+/+) littermates in terms of development and fertilization capability. We then investigated the tissue susceptibility for apoptosis induced by cytokine using primary cultured hepatocytes, because SMP30 could rescue cells from cell death caused by calcium influx, using a calcium ionophore as previously described. SMP30-/- hepatocytes were found to be more susceptible to apoptosis induced by tumor necrosis factor-alpha (TNF-alpha) plus actinomycin D (ActD) than SMP30+/+ hepatocytes. In addition, the TNF-alpha/ActD-induced caspase-8 activity in SMP30-/- hepatocytes was twofold greater than that in SMP30+/+ hepatocytes. In contrast, no significant difference was observed in the TNF-alpha/ActD-induced nuclear factor-kappa B activation of SMP30+/+ versus SMP30-/- hepatocytes, indicating that SMP30 is not related to TNF-alpha/ActD-induced nuclear factor-kappa B activation itself. Moreover, deletion of the SMP30 gene enhanced liver injury after treatment in vivo with anti-Fas antibody and the SMP30+/- mice showed intermediate susceptibility to Fas-induced apoptosis. Collectively, these results demonstrate that SMP30 acts to protect cells from apoptosis.
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Affiliation(s)
- Akihito Ishigami
- Department of Molecular Pathology, Tokyo Metropolitan Institute of Gerontology, Tokyo, Japan.
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24
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Kennedy S. The role of proteomics in toxicology: identification of biomarkers of toxicity by protein expression analysis. Biomarkers 2002; 7:269-90. [PMID: 12171755 DOI: 10.1080/13547500210127318] [Citation(s) in RCA: 77] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Proteomics, i.e. the high throughput separation, display and identification of proteins, has the potential to be a powerful tool in drug development. It could increase the predictability of early drug development and identify non-invasive biomarkers of toxicity or efficacy. This review provides an introduction to modern proteomics, with particular reference to applications in toxicology. A literature search was carried out to identify studies in two broad classes: screening/predictive toxicology, and mechanistic toxicology. The strengths and limitations of current methods and the likely impact of techniques in drug development are also considered. Proteomics can increase the speed and sensitivity of toxicological screening by identifying protein markers of toxicity. Proteomics studies have already provided insights into the mechanisms of action of a wide range of substances, from metals to peroxisome proliferators. Current limitations involving speed of throughput are being overcome by increasing automation and the development of new techniques. The isotope-coded affinity tag (ICAT) method appears particularly promising. The application of proteomics to drug development has given rise to the new field of pharmacoproteomics. New associations between proteins and toxicopathological effects are constantly being identified, and major progress is on the horizon as we move into the post-genomic era.
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Affiliation(s)
- Sandy Kennedy
- Oxford GlycoSciences (UK) Ltd, The Forum, 86 Milton Park, Abingdon, Oxfordshire OX14 4RY, UK.
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25
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Gianazza E, Eberini I, Villa P, Fratelli M, Pinna C, Wait R, Gemeiner M, Miller I. Monitoring the effects of drug treatment in rat models of disease by serum protein analysis. J Chromatogr B Analyt Technol Biomed Life Sci 2002; 771:107-30. [PMID: 12015995 DOI: 10.1016/s0378-4347(01)00562-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
In this review we list from literature investigations on rat serum proteins using electrophoretic techniques in connection with drug testing. From our own research work, we provide annotated two-dimensional maps of rat serum proteins under control and experimental conditions. Emphasis is on species-specific components and on the effects of acute and chronic inflammation. We discuss our project of structural proteomics on rat serum as a minimally invasive approach to pharmacological investigation, and we outline a typical experimental plan for drug testing according to the above guidelines. We then report in detail on the results of our trials of anti-inflammatory drugs on adjuvant arthritis, an animal model of disease resembling in many aspects human rheumatoid arthritis. We demonstrate a correlation between biochemical parameters and therapeutic findings and outline the advantages of the chosen methodological approach, which proved also sensitive in revealing "side effects" of the test drugs. In an appendix we describe our experimental protocol when performing two-dimensional electrophoresis of rat serum.
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Affiliation(s)
- Elisabetta Gianazza
- Dipartimento di Scienze Farmacologiche, Università degli Studi di Milano via Balzaretti 9, I-20133 Milan, Italy.
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26
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Abstract
The publication of the human genome has presented the scientific community with an unprecedented amount of genetic information with the potential to revolutionize the drug discovery process. This information could be used to identify novel drug targets and disease markers or could aid in the development of personalized medicines. The realization that genetic changes must ultimately influence protein function has pushed the field of proteomics further into the limelight. In this review the applications of proteomics to the field of toxicology will be discussed. It is anticipated that, in the future, toxicologists will apply a range of genomic and proteomic techniques to address issues in toxicity.
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Affiliation(s)
- Lasantha R Bandara
- Oxford GlycoSciences (UK), The Forum, 86 Milton Park, Abingdon, UK OX14 4RY.
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Poon TC, Johnson PJ. Proteome analysis and its impact on the discovery of serological tumor markers. Clin Chim Acta 2001; 313:231-9. [PMID: 11694264 DOI: 10.1016/s0009-8981(01)00677-5] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Proteomics is a rapidly growing field of research that is becoming increasingly important as we enter the post-genome era. Remarkable improvements in the technologies of high-resolution two-dimensional polyacrylamide gel electrophoresis (2D PAGE) and mass spectrometry (MS) have marked the start of proteome analysis and its application to the study of human diseases. Besides studying the proteins involved in carcinogenesis, it is also applicable to the discovery of serological tumor markers for clinical uses, such as for hepatocellular carcinoma. CONCLUSIONS The combination of 2D PAGE and MS is the most widely used technique for proteomics, although other more automated high-throughput techniques are being developed.
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Affiliation(s)
- T C Poon
- Department of Clinical Oncology, Sir Y.K. Pao Centre for Cancer, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China
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Abstract
Cytokines are critical controllers of cell, and hence tissue, growth, migration, development and differentiation. The family includes the inflammatory cytokines such as the interleukins and interferons, growth factors such as epidermal and hepatocyte growth factor and chemokines such as the macrophage inflammatory proteins, MIP-1alpha and MIP-1beta. They do not include the peptide and steroid hormones of the endocrine system. Cytokines have important roles in chemically induced tissue damage repair, in cancer development and progression, in the control of cell replication and apoptosis, and in the modulation of immune reactions such as sensitization. They have the potential for being sensitive markers of chemically induced perturbations in function but from a toxicological point of view, the detection of cytokine changes in the whole animal is limited by the fact that they are locally released, with plasma measures being generally unreliable or irrelevant, and they have short half lives which require precise timing to detect. Even where methodology is adequate the interpretation of the downstream effects of high, local concentrations of a particular cytokine is problematic because of their interdependence and the pleiotropism of their action. A range of techniques exist for their measurement including those dependent upon antibodies specific for the respective cytokines, but with the introduction of genomic and proteomic technology, a more complete study of cytokine changes occurring under the influence of chemical toxicity should be possible. Their further study, as markers of chemical toxicity, will undoubtedly lead to a greater understanding of how synthetic molecules perturb normal cell biology and if, and how, this can be avoided by more intuitive molecular design in the future.
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Affiliation(s)
- J R Foster
- Safety Assessment, AstraZeneca plc, Alderley Park, Macclesfield, Cheshire, SK10 4TG, UK.
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Abstract
2D gel electrophoresis is the technology that everyone loves to hate-it requires manual dexterity and precision to reproduce precisely and is thus not well-suited as a high-throughput technology. Although almost everyone would like to replace it, the resolution and sensitivity it offers are exquisite and unsurpassed if one wants a global view of cellular activity. There have been several recent developments, for example, the detection of low abundance proteins, and the resolution possible with narrow-range IPG gels.
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Affiliation(s)
- S J Fey
- Centre for Proteome Analysis, University of Southern Denmark, International Science Park Odense, Forskerparken 10B, DK-5230, Odense M, Denmark.
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30
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Cherkaoui-Malki M, Meyer K, Cao WQ, Latruffe N, Yeldandi AV, Rao MS, Bradfield CA, Reddy JK. Identification of novel peroxisome proliferator-activated receptor alpha (PPARalpha) target genes in mouse liver using cDNA microarray analysis. Gene Expr 2001; 9:291-304. [PMID: 11764000 PMCID: PMC5964950 DOI: 10.3727/000000001783992533] [Citation(s) in RCA: 86] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2001] [Indexed: 11/24/2022]
Abstract
Peroxisome proliferators, which function as peroxisome proliferator-activated receptor-alpha (PPARalpha) agonists, are a group of structurally diverse nongenotoxic hepatocarcinogens including the fibrate class of hypolipidemic drugs that induce peroxisome proliferation in liver parenchymal cells. Sustained activation of PPARalpha by these agents leads to the development of liver tumors in rats and mice. To understand the molecular mechanisms responsible for the pleiotropic effects of these agents, we have utilized the cDNA microarray to generate a molecular portrait of gene expression in the liver of mice treated for 2 weeks with Wy-14,643, a potent peroxisome proliferator. PPARalpha activation resulted in the stimulation of expression (fourfold or greater) of 36 genes and decreased the expression (fourfold or more decrease) of 671 genes. Enhanced expression of several genes involved in lipid and glucose metabolism and many other genes associated with peroxisome biogenesis, cell surface function, transcription, cell cycle, and apoptosis has been observed. These include: CYP2B9, CYP2B10, monoglyceride lipase, pyruvate dehydrogenase-kinase-4, cell death-inducing DNA-fragmentation factor-alpha, peroxisomal biogenesis factor 11beta, as well as several cell recognition surface proteins including annexin A2, CD24, CD39, lymphocyte antigen 6, and retinoic acid early transcript-gamma, among others. Northern blotting of total RNA extracted from the livers of PPARalpha-/- mice and from mice lacking both PPARalpha and peroxisomal fatty acyl-CoA oxidase (AOX), that were fed control and Wy-14,643-containing diets for 2 weeks, as well as time course of induction following a single dose of Wy-14,643, revealed that upregulation of genes identified by microarray procedure is dependent upon peroxisome proliferation vis-à-vis PPARalpha. However, cell death-inducing DNA-fragmentation factor-alpha mRNA, which is increased in the livers of wild-type mice treated with peroxisome proliferators, was not enhanced in AOX-/- mice with spontaneous peroxisome proliferation. These observations indicate that the activation of PPARalpha leads to increased and decreased expression of many genes not associated with peroxisomes, and that delayed onset of enhanced expression of some genes may be the result of metabolic events occurring secondary to PPARalpha activation and alterations in lipid metabolism.
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Affiliation(s)
| | - Kirstin Meyer
- *Department of Pathology, Northwestern University Medical School, Chicago, IL 60611-3008
| | - Wen-Qing Cao
- *Department of Pathology, Northwestern University Medical School, Chicago, IL 60611-3008
| | - Norbert Latruffe
- †Laboratoíre de Biologie Moléculaire et Cellulaire, Universite de Bourgogne, BP138, 21004 Dijon, France
| | - Anjana V. Yeldandi
- *Department of Pathology, Northwestern University Medical School, Chicago, IL 60611-3008
| | - M. Sambasiva Rao
- *Department of Pathology, Northwestern University Medical School, Chicago, IL 60611-3008
| | - Christopher A. Bradfield
- ‡McArdle Laboratory for Cancer Research, University of Wisconsin Medical School, Madison, WI 53706
| | - Janardan K. Reddy
- *Department of Pathology, Northwestern University Medical School, Chicago, IL 60611-3008
- Address correspondence to Janardan K. Reddy, Department of Pathology, Northwestern University Medical School, 303 East Chicago Avenue, Chicago, IL 60611-3008. Tel: (312) 503 8249; E-mail:
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Macdonald N, Barrow K, Tonge R, Davison M, Roberts RA, Chevalier S. PPARalpha-dependent alteration of GRP94 expression in mouse hepatocytes. Biochem Biophys Res Commun 2000; 277:699-704. [PMID: 11062016 DOI: 10.1006/bbrc.2000.3741] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The adverse effects of the peroxisome proliferators (PPs), a class of rodent nongenotoxic hepatocarcinogens, include suppression of apoptosis, induction of hepatocyte proliferation, and liver enlargement which eventually leads to tumours. The response to PPs is mediated by the peroxisome proliferator activated receptor alpha (PPARalpha). We carried out proteomic analyses of PP-treated hepatocytes from wild-type and PPARalpha-null mice to identify the molecular pathways underlying the adverse effects of PPs. We have identified eighteen protein spots exhibiting differential expression in PP-treated wild-type mouse hepatocytes. Several proteins involved in lipid metabolism pathways, but also ATP synthase beta subunit, which are regulated by PPs were identified. In addition, both 2D silver-stained gels and Western blotting analysis indicated that the anti-apoptotic glucose-regulated protein 94 (GRP94) is consistently overexpressed upon stimulation with PPs, providing us with novel insights into the anti-apoptotic mechanism activated by PPs.
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Affiliation(s)
- N Macdonald
- Cancer Biology Group, Zeneca Central Toxicology Laboratory, Alderley Park, Macclesfield, Cheshire, SK10 4TJ, United Kingdom
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