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Hsu KH, Wei CW, Su YR, Chou T, Lin YL, Yang FC, Tsou AP, Hsu CL, Tseng PH, Chen NJ, Jeng KS, Leu CM. Upregulation of RelB in the miR-122 knockout mice contributes to increased levels of proinflammatory chemokines/cytokines in the liver and macrophages. Immunol Lett 2020; 226:22-30. [DOI: 10.1016/j.imlet.2020.06.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 06/04/2020] [Accepted: 06/23/2020] [Indexed: 12/15/2022]
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Tu WL, You LR, Tsou AP, Chen CM. Pten Haplodeficiency Accelerates Liver Tumor Growth in miR-122a–Null Mice via Expansion of Periportal Hepatocyte-Like Cells. The American Journal of Pathology 2018; 188:2688-2702. [DOI: 10.1016/j.ajpath.2018.07.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Revised: 07/05/2018] [Accepted: 07/26/2018] [Indexed: 01/07/2023]
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Wu HQ, Cheng ML, Lai JM, Wu HH, Chen MC, Liu WH, Wu WH, Chang PMH, Huang CYF, Tsou AP, Shiao MS, Wang FS. Flux balance analysis predicts Warburg-like effects of mouse hepatocyte deficient in miR-122a. PLoS Comput Biol 2017; 13:e1005618. [PMID: 28686599 PMCID: PMC5536358 DOI: 10.1371/journal.pcbi.1005618] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Revised: 07/31/2017] [Accepted: 06/12/2017] [Indexed: 12/31/2022] Open
Abstract
The liver is a vital organ involving in various major metabolic functions in human body. MicroRNA-122 (miR-122) plays an important role in the regulation of liver metabolism, but its intrinsic physiological functions require further clarification. This study integrated the genome-scale metabolic model of hepatocytes and mouse experimental data with germline deletion of Mir122a (Mir122a–/–) to infer Warburg-like effects. Elevated expression of MiR-122a target genes in Mir122a–/–mice, especially those encoding for metabolic enzymes, was applied to analyze the flux distributions of the genome-scale metabolic model in normal and deficient states. By definition of the similarity ratio, we compared the flux fold change of the genome-scale metabolic model computational results and metabolomic profiling data measured through a liquid-chromatography with mass spectrometer, respectively, for hepatocytes of 2-month-old mice in normal and deficient states. The Ddc gene demonstrated the highest similarity ratio of 95% to the biological hypothesis of the Warburg effect, and similarity of 75% to the experimental observation. We also used 2, 6, and 11 months of mir-122 knockout mice liver cell to examined the expression pattern of DDC in the knockout mice livers to show upregulated profiles of DDC from the data. Furthermore, through a bioinformatics (LINCS program) prediction, BTK inhibitors and withaferin A could downregulate DDC expression, suggesting that such drugs could potentially alter the early events of metabolomics of liver cancer cells. For almost a century, researchers have known that cancer cells have an abnormal metabolism and utilize glucose differently than normal cells do. Aerobic glycolysis or the Warburg effect in cancer cells involves elevated glucose uptake with lactic acid production in the presence of oxygen. MicroRNAs have recently been discovered to be key metabolic regulators that mediate the fine tuning of genes that are involved directly or indirectly in cancer metabolism. MicroRNA-122 (miR-122) plays an important role in the regulation of liver metabolism, but its intrinsic physiological functions require further clarification. This study integrated the genome-scale metabolic modeling (GSMM) of hepatocytes and mouse experimental data with germline deletion of Mir122a (Mir122a–/–) to infer Warburg-like effects. In silico and in vivo observations indicated that DDC overexpression induced Warburg effect in hepatocyte. Furthermore, through a bioinformatics prediction, BTK inhibitors and withaferin A could downregulate DDC expression, suggesting that such drugs could potentially alter the early events of metabolomics of liver cancer cells.
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Affiliation(s)
- Hua-Qing Wu
- Department of Chemical Engineering, National Chung Cheng University, Chiayi, Taiwan
| | - Mei-Ling Cheng
- Department of Biomedical Sciences, Chang Gung University, Tao-Yuan, Taiwan
- Metabolomics Core Laboratory, Healthy Aging Research Center, Chang Gung University, Tao-Yuan, Taiwan
- Clinical Phenome Center, Chang Gung Memorial Hospital, Linkou, Tao-Yuan, Taiwan
| | - Jin-Mei Lai
- Department of Life Science, Fu-Jen Catholic University, New Taipei City, Taiwan
| | - Hsuan-Hui Wu
- Institute of Biopharmaceutical Sciences, National Yang-Ming University, Taipei, Taiwan
| | - Meng-Chun Chen
- Department of Chemical Engineering, National Chung Cheng University, Chiayi, Taiwan
| | - Wen-Huan Liu
- Department of Chemical Engineering, National Chung Cheng University, Chiayi, Taiwan
| | - Wu-Hsiung Wu
- Department of Chemical Engineering, National Chung Cheng University, Chiayi, Taiwan
| | - Peter Mu-Hsin Chang
- Department of Oncology, Taipei Veterans General Hospital, Taipei, Taiwan
- Faculty of Medicine, National Yang Ming University, Taipei, Taiwan
| | - Chi-Ying F. Huang
- Institute of Biopharmaceutical Sciences, National Yang-Ming University, Taipei, Taiwan
- Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, Taipei, Taiwan
- Department of Biochemistry, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ann-Ping Tsou
- Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Ming-Shi Shiao
- Department of Biomedical Sciences, Chang Gung University, Tao-Yuan, Taiwan
- * E-mail: (MSS); (FSW)
| | - Feng-Sheng Wang
- Department of Chemical Engineering, National Chung Cheng University, Chiayi, Taiwan
- * E-mail: (MSS); (FSW)
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Wang JY, Chuang HN, Chiu JH, Fu SL, Tsai TH, Tsou AP, Hu CP, Chi CW, Yeh SF, Lui WY, Wu CW, Chou CK. Effects of Scutellaria baicalensis Georgi on Macrophage-Hepatocyte Interaction Through Cytokines Related to Growth Control of Murine Hepatocytes. Exp Biol Med (Maywood) 2016; 231:444-55. [PMID: 16565440 DOI: 10.1177/153537020623100410] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
The aim of this study is to elucidate the effects of Scutellaria baicalensis Georgi (SbG) extract and its constituents on macrophage-hepatocyte interaction in primary cultures. By using trans-well primary Kupffer cell culture or conditioned medium (CM) from murine macrophage RAW264.7 cell line (RAW cells), effects of SbG on hepatocyte growth were evaluated by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl-tetrazolium bromide and trypan blue exclusion assay. Cytokine production, antibody-neutralization studies, and molecular mechanisms of transforming growth factor (TGF)-β1 gene expression were elucidated on SbG-treated RAW264.7 cells. In addition, recombinant human TGF-β1 (r-human TGF-β1) was added to elucidate the mechanisms of SbG effects on cultured hepatocytes. Immunohistochemistry using anti-NF-κB antibody was used to determine the possible signal transduction pathways in primary hepatocyte culture. The results showed that SbG stimulated the proliferation of cultured hepatocytes, possibly through NF-κB, but not of Toll-like receptor 4 activation; whereas SbG-RAW-CM and SbG in trans-well significantly suppressed the proliferation of hepatocytes. Antibody-neutralization studies revealed that TGF-β1 was the main antimitotic cytokine in SbG-treated RAW cells CM. The growth stimulation effect of SbG on cultured hepatocytes was inhibited by exogenous administration of r-human TGF-β1. Furthermore, SbG induced NF-κB translocation into the nuclei of cultured cells. In the RAW264.7 line, SbG and baicalin stimulated TGF-β1 gene expression via NF-κB and protein kinase C activation. We conclude that SbG stimulates hepatocyte growth via activation of the NF-κB pathway and induces TGF-β1 gene expression through the Kupffer cell–hepatocyte interaction, which subsequently results in the inhibition of SbG-stimulated hepatocyte growth.
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Affiliation(s)
- Jir-You Wang
- Institute of Traditional Medicine, School of Medicine, National Yang-Ming University, Taipei, 112 Taiwan, R.O.C
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Shyu YC, Lee TL, Lu MJ, Chen JR, Chien RN, Chen HY, Lin JF, Tsou AP, Chen YH, Hsieh CW, Huang TS. miR-122-mediated translational repression of PEG10 and its suppression in human hepatocellular carcinoma. J Transl Med 2016; 14:200. [PMID: 27370270 PMCID: PMC4930569 DOI: 10.1186/s12967-016-0956-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2016] [Accepted: 06/22/2016] [Indexed: 01/17/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC), a primary liver malignancy, is the most common cancer in males and fourth common cancer in females in Taiwan. HCC patients usually have a poor prognosis due to late diagnosis. It has been classified as a complex disease because of the heterogeneous phenotypic and genetic traits of the patients and a wide range of risk factors. Micro (mi)RNAs regulate oncogenes and tumor suppressor genes that are known to be dysregulated in HCC. Several studies have found an association between downregulation of miR-122, a liver-specific miRNA, and upregulation of paternally expressed gene 10 (PEG10) in HCC; however, the correlation between low miR-122 and high PEG10 levels still remains to be defined and require more investigations to evaluate their performance as an effective prognostic biomarker for HCC. Methods An in silico approach was used to isolate PEG10, a potential miR-122 target implicated in HCC development. miR-122S binding sites in the PEG10 promoter were evaluated with a reporter assay. The regulation of PEG10 by miR-122S overexpression was examined by quantitative RT-PCR, western blotting, and immunohistochemistry in miR-122 knockout mice and liver tissue from HCC patients. The relationship between PEG10 expression and clinicopathologic features of HCC patients was also evaluated. Results miR-122 downregulated the expression of PEG10 protein through binding to 3′-untranslated region (UTR) of the PEG10 transcript. In miR-122 knockout mice and HCC patients, the deficiency of miR-122 was associated with HCC progression. The expression of PEG10 was increased in 57.3 % of HCC as compared to paired non-cancerous tissue samples. However, significant upregulation was detected in 56.5 % of patients and was correlated with Okuda stage (P = 0.05) and histological grade (P = 0.001). Conclusions miR-122 suppresses PEG10 expression via direct binding to the 3′-UTR of the PEG10 transcript. Therefore, while PEG10 could not be an ideal diagnostic biomarker for HCC but its upregulation in HCC tissue still has predictive value for HCC prognosis.
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Affiliation(s)
- Yu-Chiau Shyu
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan.,Institute of Molecular Biology, Academia Sinica, Nankang, Taipei 115, Taiwan
| | - Tung-Liang Lee
- Department of Experimental Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mu-Jie Lu
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
| | - Jim-Ray Chen
- Department of Pathology, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan.,Department of Medicine, College of Medicine, Chang Gung University, Kwei-Shan, Taoyuan 259, Taiwan
| | - Rong-Nan Chien
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan.,Department of Gastroenterology and Hepatology, Keelung Chang Gung Memorial Hospital and University, Keelung 204, Taiwan
| | - Huang-Yang Chen
- Department of General Surgery, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
| | - Ji-Fan Lin
- Central Laboratory, Shin-Kong Wu Ho-Su Memorial Hospital, Taipei 111, Taiwan
| | - Ann-Ping Tsou
- Institute of Biotechnology in Medicine, National Yang Ming University, Taipei 112, Taiwan
| | - Yu-Hsien Chen
- Department of General Surgery, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
| | - Chia-Wen Hsieh
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
| | - Ting-Shuo Huang
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan. .,Department of General Surgery, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan. .,Department of Chinese Medicine, College of Medicine, Chang Gung University, Kwei-Shan, Taoyuan 259, Taiwan.
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Tsou AP, Wang KH, Huang HY, Chen LJ, Liu TT. Abstract 176: MicroRNA-122 is a potential regulator of DNA methylation partly by affecting the global level profile of 5hmC. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
MicroRNA-122 is a liver specific microRNA. Previously, we demonstrated that Mir122a-/- mice developed steatohepatitis, fibrosis and HCC which recapitulates the multistep hepatocarcinogenesis found in human. In addition, we detected a global change of gene expression involving upregulation of 606 genes and downregulation of 280 genes. Among the genes highly differentially expressed in Mir122a-/- livers are several classic imprinted genes H19/Igf2, Meg3, Mirg, Gdf10 and Rian. Imprinting of both H19/Igf2 and Mirg loci is controlled by CTCF, which is a direct target of miR-122. These earlier findings imply that miR-122 may have a role in epigenetic regulation.
Recently, the active demethylation pathway involving 5-hydroxymethylcytosine (5hmC) and TET (tet methylcytosine dioxygenase) enzymes are found to regulate the genome epigenetically. 5hmC epigenetic mark was found to associate with human cancer development with frequent downregulation in cancers, including HCC.
We detected a progressive loss of 5hmC in liver, the tumor-adjacent tissues and liver tumors of Mir122a-/- mice similar to that of human HCC. Loss of 5hmC is accompanied with downregulation of DNA dioxygenase (Tet1 and Tet3), and upregulation of DNA deaminases (Apobec1 and Apobec3) as well as DNA glycosyalse (Smug1) in Mir122a-/- tumors.
A genome-wide profiling of 5hmC was performed to delineate the dynamic changes of DNA methylation. The 5hmC-containing genomic DNA fragments were collected and sequenced. Our preliminary results showed that Mir122a-/- livers appear to have significantly fewer 5hmC peaks and covered smaller portion of the genome than that of WT. Even fewer 5hmC peaks covering small portion of the genome were detected for the Mir122a-/- liver tumor samples. The number of identified 5hmC peaks follows the order of WT > Mir122a-/- (2-month) > tumor-adjacent liver tissue > tumor of Mir122a-/-, a trend that is in agreement with quantification of 5hmC by both IHC and DNA dot blotting.
The preliminary finding that aberrant DNA demethylation was initiated in young Mir122a-/- mice suggests that active demethylation is likely an early event of hepatocarcinogenesis.
Note: This abstract was not presented at the meeting.
Citation Format: Ann-Ping Tsou, Kuan-Hua Wang, Hsi-Yuan Huang, Li-Jung Chen, Tze-Tze Liu. MicroRNA-122 is a potential regulator of DNA methylation partly by affecting the global level profile of 5hmC. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 176. doi:10.1158/1538-7445.AM2015-176
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Affiliation(s)
| | | | | | | | - Tze-Tze Liu
- 1National Yang-Ming University, Taipei, Taiwan
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7
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Tsou AP, Wang ST, Tao TW. Abstract 3373: Contribution of microRNA-122 to the homeostasis of liver energy metabolism. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-3373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
MicroRNA-122 (miR-122) is a liver specific miRNA known to regulate lipid metabolism and to prevent liver tumorigenesis. Recent data suggest that miR-122 regulates the metabolism of mitochondria but its mechanistic role is unclear. We investigated how energy metabolism is regulated by miR-122 using the Mir122a-/- mouse model. We identified a distinctive expression profile of mitochondrially localized genes between WT and Mir122a-/- mice by both microarray and proteomics. KEGG and IPA database analysis further showed decreased mitochondrial respiration activity and Acetyl-CoA synthesis. Besides, the expression of genes involved in antioxidant mechanism is increased.
The primary hepatocytes were used to study the energy metabolism. The physiological activities measured by XF-24 extracellular flux analyzer revealed a higher mitochondrial respiration activity (OCR) accompanied with a proton leak in the mitochondrial inner membrane of the Mir122a-/- hepatocytes. In addition, a higher glycolytic activity (ECAR) was detected in Mir122a-/- hepatocytes. Poor ATP production was detected from Mir122a-/- mitochondria. Several lines of evidence demonstrated that Mir122a-/- hepatocytes have low mitochondria membrane potential: excess cytosolic reactive oxygen species, less mitochondrial superoxide anion and lower staining with Rhodamine 123 and Mitotracker red. We further treated cells with mitochondrial inhibitors and found an excellent antioxidant capacity and ATP homeostasis in Mir122a-/- primary hepatocytes. Interestingly, we detected lower protein expression of pyruvate dehydrogenase complex subunit E1, which may partly contribute to the defective mitochondrial activity. The liver homeostasis of Mir122a-/- mice, however, is stabilized by a vigorous antioxidant activity and higher glycolysis capacity. As a result, the livers of young Mir122a-/- mice appear to have switched to aerobic glycolysis (Warburg effect), which is the hallmark of cancer cells. Therefore, correction of mitochondrial dysfunction is likely to become one of new therapeutic means for hepatocellular carcinoma (HCC).
Citation Format: Ann-Ping Tsou, Shuo-Ting Wang, Tse-Wen Tao. Contribution of microRNA-122 to the homeostasis of liver energy metabolism. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 3373. doi:10.1158/1538-7445.AM2014-3373
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Affiliation(s)
| | | | - Tse-Wen Tao
- National Yang-Ming University, Taipei, Taiwan
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Tsou AP, Liao YL, Sun YM, Horng JT, Hsiao M. Abstract 3109: SOX4 and POU2F1 synergistically regulate metastasis-associated NRP1 in HCC metastasis. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-3109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Gene regulation by SOX proteins depends on the presence of requisite partners which provides target specificity and combinatorial control. Previously, we have shown that SOX4 is an oncogenic transcription factor involved in human hepatocarcinogenesis. By bioinformative prediction, we identified that POU2F1 is an SOX4 co-factor and further showed that SOX4 and POU2F1 synergistically regulate metastasis-associated NRP1 expression in HCC cells. Using co-immunoprecipitation experiments, SOX4 and POU2F1 were shown to participate in direct protein-protein interaction in vitro involving assembly into a complex that required the N-terminus and HMG domain of SOX4 interacting with POU2F1. In addition, RNAi knockdown of SOX4 expression of HCC cell lines drastically reduced the expression of epithelial-mesenchymal transition (EMT) related genes, N-cadherin, MMP2 and MMP9. SOX4 knockdown also reduced the expression of VEGF related genes VEGFC, FLT1 and FLT4 and blood vessel distribution in subcutaneous tumors was decreased in shSOX4, shPOU2F1 and shNRP1-infected Mahlavu tumor cells. Our results suggest that SOX4 and POU2F1 may play a critical role in the regulation of genes involved in tumor invasion. These results support a new regulatory network from SOX4 and POU2F1 to NRP1 that occurs during liver tumor metastasis. This investigation provides relevant gene targets that are regulated by SOX4 and POU2F1 in liver tumors and these results could be used to develop effective diagnostic and alternative therapeutic strategies for the treatment of intrahepatic HCC.
Keywords: SOX4; POU2F1; hepatocellular carcinoma
Citation Format: Ann-Ping Tsou, Yu-Lun Liao, Yi-Ming Sun, Jorng-Tzong Horng, Michael Hsiao. SOX4 and POU2F1 synergistically regulate metastasis-associated NRP1 in HCC metastasis. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 3109. doi:10.1158/1538-7445.AM2013-3109
Note: This abstract was not presented at the AACR Annual Meeting 2013 because the presenter was unable to attend.
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Affiliation(s)
| | - Yu-Lun Liao
- 1National Yang-Ming University, Taipei, Taiwan
| | - Yi-Ming Sun
- 2National Central University Institute of Computer Science and Information Engineering, Chung-Li, Taiwan
| | - Jorng-Tzong Horng
- 2National Central University Institute of Computer Science and Information Engineering, Chung-Li, Taiwan
| | - Michael Hsiao
- 3The Genomic Research Center, Academic Sinica, Nankang, Taiwan
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Tsai WC, Hsu SD, Hsu CS, Lai TC, Chen SJ, Shen R, Huang Y, Chen HC, Lee CH, Tsai TF, Hsu MT, Wu JC, Huang HD, Shiao MS, Hsiao M, Tsou AP. MicroRNA-122 plays a critical role in liver homeostasis and hepatocarcinogenesis. J Clin Invest 2012; 122:2884-97. [PMID: 22820290 DOI: 10.1172/jci63455] [Citation(s) in RCA: 632] [Impact Index Per Article: 52.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2012] [Accepted: 06/12/2012] [Indexed: 12/13/2022] Open
Abstract
MicroRNA-122 (miR-122), which accounts for 70% of the liver's total miRNAs, plays a pivotal role in the liver. However, its intrinsic physiological roles remain largely undetermined. We demonstrated that mice lacking the gene encoding miR-122a (Mir122a) are viable but develop temporally controlled steatohepatitis, fibrosis, and hepatocellular carcinoma (HCC). These mice exhibited a striking disparity in HCC incidence based on sex, with a male-to-female ratio of 3.9:1, which recapitulates the disease incidence in humans. Impaired expression of microsomal triglyceride transfer protein (MTTP) contributed to steatosis, which was reversed by in vivo restoration of Mttp expression. We found that hepatic fibrosis onset can be partially attributed to the action of a miR-122a target, the Klf6 transcript. In addition, Mir122a(-/-) livers exhibited disruptions in a range of pathways, many of which closely resemble the disruptions found in human HCC. Importantly, the reexpression of miR-122a reduced disease manifestation and tumor incidence in Mir122a(-/-) mice. This study demonstrates that mice with a targeted deletion of the Mir122a gene possess several key phenotypes of human liver diseases, which provides a rationale for the development of a unique therapy for the treatment of chronic liver disease and HCC.
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Affiliation(s)
- Wei-Chih Tsai
- Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, Taipei, Taiwan
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Tsou AP, Chien CH, Chiang-Hsieh PY, Tsai WC, Huang HD. Abstract 4185: Identifying transcriptional start sites of human microRNAs based on high-throughput sequencing data. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-4185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
MicroRNAs (miRNAs) are critical small non-coding RNAs that regulate gene expression by hybridizing to the 3′-untranslated regions (3′ UTR) of target mRNAs, subsequently controlling diverse biological processes at posttranscriptional level. How miRNA genes are regulated receives considerable attention because it directly affects miRNA-mediated gene regulatory networks. Although numerous prediction models were developed for identifying miRNA promoters or transcriptional start sites (TSSs), most of them lack experimental validation and are inadequate to elucidate relationships between miRNA genes and transcription factors (TFs). Here, we integrate three experimental datasets, including Cap analysis of gene expression (CAGE) tags, TSS Seq libraries, and H3K4me3 chromatin signature derived from high-throughput sequencing analysis of gene initiation, to provide direct evidence of miRNA TSSs, thus establishing an experimental-based resource of human miRNA TSSs, named miRStart. Moreover, a machine learning based Support Vector Machine (SVM) model is developed to systematically identify representative TSSs for each miRNA gene. Finally, to demonstrate the effectiveness of the proposed resource, an important human intergenic miRNA, hsa-miR-122, is selected to experimentally validate putative TSS owing to its high expression in a normal liver. In conclusion, this work successfully identify 847 human miRNA TSSs (292 of them are clustered to 70 TSSs of miRNA clusters) based on the utilization of high-throughput sequencing data from TSS-relevant experiments, and establish a valuable resource for biologists in advanced research in miRNA-mediated regulatory networks.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 4185. doi:1538-7445.AM2012-4185
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Affiliation(s)
- Ann-Ping Tsou
- 1Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Chia-Hung Chien
- 2Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu, Taiwan
| | - Pei-Yun Chiang-Hsieh
- 1Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Wei-Chih Tsai
- 1Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Hsien-Da Huang
- 2Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu, Taiwan
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Chien CH, Sun YM, Chang WC, Chiang-Hsieh PY, Lee TY, Tsai WC, Horng JT, Tsou AP, Huang HD. Identifying transcriptional start sites of human microRNAs based on high-throughput sequencing data. Nucleic Acids Res 2011; 39:9345-56. [PMID: 21821656 PMCID: PMC3241639 DOI: 10.1093/nar/gkr604] [Citation(s) in RCA: 127] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
MicroRNAs (miRNAs) are critical small non-coding RNAs that regulate gene expression by hybridizing to the 3'-untranslated regions (3'-UTR) of target mRNAs, subsequently controlling diverse biological processes at post-transcriptional level. How miRNA genes are regulated receives considerable attention because it directly affects miRNA-mediated gene regulatory networks. Although numerous prediction models were developed for identifying miRNA promoters or transcriptional start sites (TSSs), most of them lack experimental validation and are inadequate to elucidate relationships between miRNA genes and transcription factors (TFs). Here, we integrate three experimental datasets, including cap analysis of gene expression (CAGE) tags, TSS Seq libraries and H3K4me3 chromatin signature derived from high-throughput sequencing analysis of gene initiation, to provide direct evidence of miRNA TSSs, thus establishing an experimental-based resource of human miRNA TSSs, named miRStart. Moreover, a machine-learning-based Support Vector Machine (SVM) model is developed to systematically identify representative TSSs for each miRNA gene. Finally, to demonstrate the effectiveness of the proposed resource, an important human intergenic miRNA, hsa-miR-122, is selected to experimentally validate putative TSS owing to its high expression in a normal liver. In conclusion, this work successfully identified 847 human miRNA TSSs (292 of them are clustered to 70 TSSs of miRNA clusters) based on the utilization of high-throughput sequencing data from TSS-relevant experiments, and establish a valuable resource for biologists in advanced research in miRNA-mediated regulatory networks.
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Affiliation(s)
- Chia-Hung Chien
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
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Tsou AP, Tsai WC, Hsu SD, Hsu CS, Hsiao MS, Chen SJ, Hsiao M, Huang HD. Abstract 4705: MicroRNA-122 regulates liver metabolism and hepatocyte differentiation. Cancer Res 2011. [DOI: 10.1158/1538-7445.am2011-4705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
MicroRNAs (miRNAs), inhibitors of gene expression, participate in diverse biological functions and in carcinogenesis. MicroRNA-122, a liver-specific miRNA, is known to regulate lipid metabolism and tumorgenesis and is down-regulated in the intrahepatic metastastic HCC. To obtain insights into the physiological function of miR-122, we successfully generated the mir-122-/- mutant mouse (122KO).
122KO mice are viable with reduced serum cholesterol, elevated alkaline phosphatase and portal infiltration. Collagen deposition suggested minor fibrosis in 122KO livers. 122KO mice have distinctly different lipid metabolism. The levels of cholesterol and triglyceride are low in serum but high in liver tissue. Lipoprotein analysis revealed that 122KO mice have defect in VLDL transport. These results indicate that mir-122 deletion generated pathological features reminiscent that of nonalcoholic fatty liver disease (NAFLD) in human. In addition, mir-122 deletion is also prone to hepatocarcinogenesis. Liver tumors developed at age of 11 months in 5/5 mice.
Expression of many genes was affected by mir-122 deletion. Pronounced changes are found in genes contributing to inflammation, cholestasis, fetal antigens, loss-of-imprinting and most importantly, expression of genes for metabolism of lipid and carbonhydrate are downregulated. The drastic change of transcriptome likely contributes to the pathological features presented in mir-122 knockout mice. We believe that 122KO mouse is a potential model for human HCC. This mouse model will provide a great opportunity to evaluate the physiological functions of mir-122 in hepatocyte differentiation.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 4705. doi:10.1158/1538-7445.AM2011-4705
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Affiliation(s)
| | | | - Sheng-Da Hsu
- 2National Chiao Tung University, Hsin-Chu, Taiwan
| | - Chu-Sui Hsu
- 1National Yang-Ming University, Taipei, Taiwan
| | | | | | - Michael Hsiao
- 4Genomics Research Center, Academia Sinica, Nankang, Taiwan
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Hsu SD, Lin FM, Wu WY, Liang C, Huang WC, Chan WL, Tsai WT, Chen GZ, Lee CJ, Chiu CM, Chien CH, Wu MC, Huang CY, Tsou AP, Huang HD. miRTarBase: a database curates experimentally validated microRNA-target interactions. Nucleic Acids Res 2010; 39:D163-9. [PMID: 21071411 PMCID: PMC3013699 DOI: 10.1093/nar/gkq1107] [Citation(s) in RCA: 938] [Impact Index Per Article: 67.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
MicroRNAs (miRNAs), i.e. small non-coding RNA molecules (∼22 nt), can bind to one or more target sites on a gene transcript to negatively regulate protein expression, subsequently controlling many cellular mechanisms. A current and curated collection of miRNA–target interactions (MTIs) with experimental support is essential to thoroughly elucidating miRNA functions under different conditions and in different species. As a database, miRTarBase has accumulated more than 3500 MTIs by manually surveying pertinent literature after data mining of the text systematically to filter research articles related to functional studies of miRNAs. Generally, the collected MTIs are validated experimentally by reporter assays, western blot, or microarray experiments with overexpression or knockdown of miRNAs. miRTarBase curates 3576 experimentally verified MTIs between 657 miRNAs and 2297 target genes among 17 species. miRTarBase contains the largest amount of validated MTIs by comparing with other similar, previously developed databases. The MTIs collected in the miRTarBase can also provide a large amount of positive samples to develop computational methods capable of identifying miRNA–target interactions. miRTarBase is now available on http://miRTarBase.mbc.nctu.edu.tw/, and is updated frequently by continuously surveying research articles.
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Affiliation(s)
- Sheng-Da Hsu
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsin-Chu 300, Taiwan
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Chiu MM, Ko YJ, Tsou AP, Chau GY, Chau YP. Analysis of NQO1 polymorphisms and p53 protein expression in patients with hepatocellular carcinoma. Histol Histopathol 2009; 24:1223-32. [PMID: 19688691 DOI: 10.14670/hh-24.1223] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
NAD(P)H: quinone oxidoreductase 1 (NQO1), a cytosolic enzyme which catalyzes the two-electron reduction of quinone compounds, has been suggested to prevent the generation of semiquinone free radicals and reactive oxygen species, thus protecting cells from oxidative damage. However, the enzymatic activity of NQO1 strongly depends on the individual genetic polymorphism of the NQO1 gene. A common NQO1 polymorphism is a C to T transition at position 609, which results in an inactive enzyme. Recent studies showed that NQO1 is an important enzyme for stabilizing p53 protein, which is involved in anti-tumorigenesis. Thus, the lack of enzymatic activity in the homozygous C609T NQO1 polymorphism may play a pivotal role in tumor development. This study aimed to investigate the relationship between C609T NQO1 polymorphism and p53 expression in human hepatocellular carcinoma (HCC). Genotyping of NQO1 was performed on 100 HCC specimens by PCR-RFLP analysis. In addition, NQO1 and p53 protein expression in HCC samples at different TNM stages was determined by immunohistochemistry. Our data showed that (1) the frequency of C609T NQO1 was significantly increased in TNM stage III HCC patients; (2) no significant association was found between p53 expression and C609T polymorphism of NQO1 gene; and (3) a tumor/non-tumor (T/N) ratio > 1.27 of NQO1 expression revealed by real-time qPCR analyses was positively correlated with poorer survival in patients with tumors >5 cm, suggesting that an increase of NQO1 expression may be an indicator of advanced tumor progression. This study provides important information about NQO1 genotypes and its expression to HCC tumor development and progression.
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Affiliation(s)
- Mei-Miao Chiu
- Institute of Anatomy and Cell Biology, School of Medicine, National Yang-Ming University, Taipei, Taiwan
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Tsai WC, Hsu PWC, Lai TC, Chau GY, Lin CW, Chen CM, Lin CD, Liao YL, Wang JL, Chau YP, Hsu MT, Hsiao M, Huang HD, Tsou AP. MicroRNA-122, a tumor suppressor microRNA that regulates intrahepatic metastasis of hepatocellular carcinoma. Hepatology 2009; 49:1571-82. [PMID: 19296470 DOI: 10.1002/hep.22806] [Citation(s) in RCA: 465] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
UNLABELLED MicroRNAs (miRNAs), which are inhibitors of gene expression, participate in diverse biological functions and in carcinogenesis. In this study, we show that liver-specific microRNA-122 (miR-122) is significantly down-regulated in liver cancers with intrahepatic metastasis and negatively regulates tumorigenesis. Restoration of miR-122 in metastatic Mahlavu and SK-HEP-1 cells significantly reduced in vitro migration, invasion, and anchorage-independent growth as well as in vivo tumorigenesis, angiogenesis, and intrahepatic metastasis in an orthotopic liver cancer model. Because an inverse expression pattern is often present between an miRNA and its target genes, we used a computational approach and identified multiple miR-122 candidate target genes from two independent expression microarray datasets. Thirty-two target genes were empirically verified, and this group of genes was enriched with genes regulating cell movement, cell morphology, cell-cell signaling, and transcription. We further showed that one of the miR-122 targets, ADAM17 (a disintegrin and metalloprotease 17) is involved in metastasis. Silencing of ADAM17 resulted in a dramatic reduction of in vitro migration, invasion, in vivo tumorigenesis, angiogenesis, and local invasion in the livers of nude mice, which is similar to that which occurs with the restoration of miR-122. CONCLUSION Our study suggests that miR-122, a tumor suppressor microRNA affecting hepatocellular carcinoma intrahepatic metastasis by angiogenesis suppression, exerts some of its action via regulation of ADAM17. Restoration of miR-122 has a far-reaching effect on the cell. Using the concomitant down-regulation of its targets, including ADAM17, a rational therapeutic strategy based on miR-122 may prove to be beneficial for patients with hepatocellular carcinoma.
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Affiliation(s)
- Wei-Chih Tsai
- Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, Taipei, Taiwan, Republic of China
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Hsu SD, Chu CH, Tsou AP, Chen SJ, Chen HC, Hsu PWC, Wong YH, Chen YH, Chen GH, Huang HD. miRNAMap 2.0: genomic maps of microRNAs in metazoan genomes. Nucleic Acids Res 2007; 36:D165-9. [PMID: 18029362 PMCID: PMC2238982 DOI: 10.1093/nar/gkm1012] [Citation(s) in RCA: 215] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
MicroRNAs (miRNAs) are small non-coding RNA molecules that can negatively regulate gene expression and thus control numerous cellular mechanisms. This work develops a resource, miRNAMap 2.0, for collecting experimentally verified microRNAs and experimentally verified miRNA target genes in human, mouse, rat and other metazoan genomes. Three computational tools, miRanda, RNAhybrid and TargetScan, were employed to identify miRNA targets in 3'-UTR of genes as well as the known miRNA targets. Various criteria for filtering the putative miRNA targets are applied to reduce the false positive prediction rate of miRNA target sites. Additionally, miRNA expression profiles can provide valuable clues on the characteristics of miRNAs, including tissue specificity and differential expression in cancer/normal cell. Therefore, quantitative polymerase chain reaction experiments were performed to monitor the expression profiles of 224 human miRNAs in 18 major normal tissues in human. The negative correlation between the miRNA expression profile and the expression profiles of its target genes typically helps to elucidate the regulatory functions of the miRNA. The interface is also redesigned and enhanced. The miRNAMap 2.0 is now available at http://miRNAMap.mbc.nctu.edu.tw/.
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Affiliation(s)
- Sheng-Da Hsu
- Institute of Bioinformatics, National Chiao Tung University, Hsin-Chu 300, Institute of Biotechnology in Medicine, National Yang-Ming University, Taipei 112, Taiwan
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Abstract
Viral infection poses a major problem for public health, horticulture, and animal husbandry, possibly causing severe health crises and economic losses. Viral infections can be identified by the specific detection of viral sequences in many ways. The microarray approach not only tolerates sequence variations of newly evolved virus strains, but can also simultaneously diagnose many viral sequences. Many chips have so far been designed for clinical use. Most are designed for special purposes, such as typing enterovirus infection, and compare fewer than 30 different viral sequences. None considers primer design, increasing the likelihood of cross hybridization to similar sequences from other viruses. To prevent this possibility, this work establishes a platform and database that provides users with specific probes of all known viral genome sequences to facilitate the design of diagnostic chips. This work develops a system for designing probes online. A user can select any number of different viruses and set the experimental conditions such as melting temperature and length of probe. The system then returns the optimal sequences from the database. We have also developed a heuristic algorithm to calculate the probe correctness and show the correctness of the algorithm. (The system that supports probe design for identifying viruses has been published on our web page http://bioinfo.csie.ncu.edu.tw/.)
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Affiliation(s)
- Feng-Mao Lin
- Department of Computer Science and Information Engineering, National Central University, Jhongli City, Taiwan, ROC.
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Chao CH, Chen CM, Cheng PL, Shih JW, Tsou AP, Lee YHW. DDX3, a DEAD box RNA helicase with tumor growth-suppressive property and transcriptional regulation activity of the p21waf1/cip1 promoter, is a candidate tumor suppressor. Cancer Res 2006; 66:6579-88. [PMID: 16818630 DOI: 10.1158/0008-5472.can-05-2415] [Citation(s) in RCA: 154] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
DDX3 is a DEAD box RNA helicase with diverse biological functions. Using colony formation assay, our results revealed that DDX3 inhibited the colony formation ability of various tumor cells, and this inhibition might be due to a reduced growth rate caused by DDX3. Additionally, we identified p21(waf1/cip1), a cyclin-dependent kinase inhibitor, as a target gene of DDX3, and the up-regulation of p21(waf1/cip1) expression accounted for the colony-suppressing activity of DDX3. Moreover, DDX3 exerted its transactivation function on p21(waf1/cip1) promoter through an ATPase-dependent but helicase-independent mechanism, and the four Sp1 sites located within the -123 to -63 region, relative to the transcription start site of p21(waf1/cip1) promoter, were essential for the response to DDX3. Furthermore, DDX3 interacted and cooperated with Sp1 to up-regulate the promoter activity of p21(waf1/cip1). To determine the relevance of DDX3 in clinical cancers, the expression profile of DDX3 in various tumors was also examined. A declined expression of DDX3 mRNA and protein was found in approximately 58% to 73% of hepatoma specimens, which led to the reduction of p21(waf1/cip1) expression in a manner independent of p53 status. Additionally, an alteration of subcellular localization from nuclei to cytoplasm was also observed in >70% of cutaneous squamous cell carcinoma samples. Because DDX3 exhibits tumor suppressor functions, such as a growth-suppressive property and transcriptional activation of the p21(waf1/cip1) promoter, and is inactivated through down-regulation of gene expression or alteration of subcellular localization in tumor cells, all these features together suggest that DDX3 might be a candidate tumor suppressor.
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MESH Headings
- Adenosine Triphosphatases/metabolism
- Animals
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/metabolism
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/metabolism
- Carcinoma, Squamous Cell/pathology
- Cell Growth Processes/genetics
- Cell Line, Tumor
- Cyclin-Dependent Kinase Inhibitor p21/biosynthesis
- Cyclin-Dependent Kinase Inhibitor p21/genetics
- DEAD-box RNA Helicases
- Gene Expression Regulation, Neoplastic
- Genes, Tumor Suppressor
- HCT116 Cells
- HeLa Cells
- Humans
- Liver Neoplasms/genetics
- Liver Neoplasms/metabolism
- Liver Neoplasms/pathology
- Mice
- NIH 3T3 Cells
- Promoter Regions, Genetic
- RNA Helicases/genetics
- RNA Helicases/metabolism
- RNA Helicases/physiology
- Sp1 Transcription Factor/genetics
- Sp1 Transcription Factor/metabolism
- Transcriptional Activation
- Up-Regulation
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Affiliation(s)
- Chi-Hong Chao
- Institute of Biochemistry and Molecular Biology, Faculty of Life Sciences, National Yang-Ming University, Taipei, Taiwan 112, Republic of China
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Tsou AP, Sun YM, Liu CL, Huang HD, Horng JT, Tsai MF, Liu BJ. Biological data warehousing system for identifying transcriptional regulatory sites from gene expressions of microarray data. ACTA ACUST UNITED AC 2006; 10:550-8. [PMID: 16871724 DOI: 10.1109/titb.2005.862466] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Identification of transcriptional regulatory sites plays an important role in the investigation of gene regulation. For this propose, we designed and implemented a data warehouse to integrate multiple heterogeneous biological data sources with data types such as text-file, XML, image, MySQL database model, and Oracle database model. The utility of the biological data warehouse in predicting transcriptional regulatory sites of coregulated genes was explored using a synexpression group derived from a microarray study. Both of the binding sites of known transcription factors and predicted over-represented (OR) oligonucleotides were demonstrated for the gene group. The potential biological roles of both known nucleotides and one OR nucleotide were demonstrated using bioassays. Therefore, the results from the wet-lab experiments reinforce the power and utility of the data warehouse as an approach to the genome-wide search for important transcription regulatory elements that are the key to many complex biological systems.
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Affiliation(s)
- Ann-Ping Tsou
- Institute of Biotechnology in Medicine, National Yang-Ming University, Taipei, Taiwan, ROC.
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20
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Hsu PW, Huang HD, Hsu SD, Lin LZ, Tsou AP, Tseng CP, Stadler PF, Washietl S, Hofacker IL. miRNAMap: genomic maps of microRNA genes and their target genes in mammalian genomes. Nucleic Acids Res 2006; 34:D135-9. [PMID: 16381831 PMCID: PMC1347497 DOI: 10.1093/nar/gkj135] [Citation(s) in RCA: 175] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Recent work has demonstrated that microRNAs (miRNAs) are involved in critical biological processes by suppressing the translation of coding genes. This work develops an integrated database, miRNAMap, to store the known miRNA genes, the putative miRNA genes, the known miRNA targets and the putative miRNA targets. The known miRNA genes in four mammalian genomes such as human, mouse, rat and dog are obtained from miRBase, and experimentally validated miRNA targets are identified in a survey of the literature. Putative miRNA precursors were identified by RNAz, which is a non-coding RNA prediction tool based on comparative sequence analysis. The mature miRNA of the putative miRNA genes is accurately determined using a machine learning approach, mmiRNA. Then, miRanda was applied to predict the miRNA targets within the conserved regions in 3'-UTR of the genes in the four mammalian genomes. The miRNAMap also provides the expression profiles of the known miRNAs, cross-species comparisons, gene annotations and cross-links to other biological databases. Both textual and graphical web interface are provided to facilitate the retrieval of data from the miRNAMap. The database is freely available at http://mirnamap.mbc.nctu.edu.tw/.
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Affiliation(s)
- Paul W.C. Hsu
- Institute of Bioinformatics, National Chiao Tung UniversityHsin-Chu 300, Taiwan, ROC
| | - Hsien-Da Huang
- Institute of Bioinformatics, National Chiao Tung UniversityHsin-Chu 300, Taiwan, ROC
- Department of Biological Science and Technology, National Chiao Tung UniversityHsin-Chu 300, Taiwan, ROC
- To whom correspondence should be addressed: Tel: +886-3-5712121 Ext. 56952;
| | - Sheng-Da Hsu
- Institute of Bioinformatics, National Chiao Tung UniversityHsin-Chu 300, Taiwan, ROC
| | - Li-Zen Lin
- Institute of Bioinformatics, National Chiao Tung UniversityHsin-Chu 300, Taiwan, ROC
| | - Ann-Ping Tsou
- Institute of Biochemical Engineering, National Chiao Tung UniversityHsin-Chu 300, Taiwan, ROC
| | - Ching-Ping Tseng
- Department of Biological Science and Technology, National Chiao Tung UniversityHsin-Chu 300, Taiwan, ROC
- Institute of Biotechnology in Medicine, National Yang-Ming UniversityTaipei 112, Taiwan, ROC
| | - Peter F. Stadler
- Department of Computer Science, Interdisciplinary Center of Bioinformatics, University of LeipzigGermany
| | - Stefan Washietl
- Institute of Theoretical Chemistry, University of ViennaAustria
| | - Ivo L. Hofacker
- Institute of Theoretical Chemistry, University of ViennaAustria
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Yu CTR, Hsu JM, Lee YCG, Tsou AP, Chou CK, Huang CYF. Phosphorylation and stabilization of HURP by Aurora-A: implication of HURP as a transforming target of Aurora-A. Mol Cell Biol 2005; 25:5789-800. [PMID: 15987997 PMCID: PMC1168800 DOI: 10.1128/mcb.25.14.5789-5800.2005] [Citation(s) in RCA: 91] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Aurora-A, a mitotic serine/threonine kinase with oncogene characteristics, has recently drawn intense attention because of its association with the development of human cancers and its relationship with mitotic progression. Using the gene expression profiles of Aurora-A as a template to search for and compare transcriptome expression profiles in publicly accessible microarray data sets, we identified HURP (encodes hepatoma upregulated protein) as one of the best Aurora-A-correlated genes. Empirical validation indicates that HURP has several characteristics in common with Aurora-A. These two genes have similar expression patterns in hepatocellular carcinoma, liver regeneration after partial hepatectomy, and cell cycle progression and across a variety of tissues and cell lines. Moreover, Aurora-A phosphorylated HURP in vitro and in vivo. Ectopic expression of either the catalytically inactive form of Aurora-A or the HURP-4P mutant, in which the Aurora-A phosphorylation sites were replaced with Ala, resulted in HURP instability and complex disassembly. In addition, HURP-wild-type stable transfectants were capable of growing in low-serum environments whereas HURP-4P grew poorly under low-serum conditions and failed to proliferate. These studies together support the view that the ability to integrate evidence derived from microarray studies into biochemical analyses may ultimately augment our predictive power when analyzing the potential role of poorly characterized proteins. While this combined approach was simply an initial attempt to answer a range of complex biological questions, our findings do suggest that HURP is a potential oncogenic target of Aurora-A.
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Affiliation(s)
- Chang-Tze Ricky Yu
- Division of Molecular and Genomic Medicine, National Health Research Institutes, No. 35, Keyan Road, Zhunan Town, Miaoli County 350, Taiwan, Republic of China
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Wang JY, Chiu JH, Tsai TH, Tsou AP, Hu CP, Chi CW, Yeh SF, Lui WY, Wu CW, Chou CK. Gene expression profiling predicts liver responses to a herbal remedy after partial hepatectomy in mice. Int J Mol Med 2005; 16:221-31. [PMID: 16012753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023] Open
Abstract
The aim of this study was to demonstrate that regenerating liver responses to a herbal remedy could be presented by gene expression profiling. Compositions of the ingredients in the remedy containing Scutellaria baicalensis Georgi and Bupleurum scorzonerifolfium Wild (S/B remedy) were analyzed and quantified by high performance liquid chromatography. By using a 70% partial hepatectomy in BALB/c mice as an in vivo model, the effects of high dose (50 mg/kg) and low dose (1 mg/kg) S/B remedy were evaluated by cDNA microarray, followed by RT-PCR and real-time PCR confirmation. Factors affecting proliferative activities of mouse hepatocytes were measured by DNA flow cytometry, BrdU incorporation assay and serum interleukin-6 (IL-6) level. Based on global gene expression profiles, the results showed that the low dose S/B remedy down-regulated expression of immediate early genes and cell cycle-related genes, whereas the high dose had opposite effects. The gene expression was further verified by real-time RT-PCR. Proliferative activities, in terms of synthetic phase fractions and G2/M phase fractions, in vehicle, low dose, and high dose groups were 18.45+/-2.56%, 14.65+/-1.06%; 9.27+/-0.85%, 7.80+/-0.11%; and 18.90+/-2.17%, 22.95+/-0.25%, respectively. The serum IL-6 level was also dose-dependent in both low and high dose S/B remedy-treated mice. We conclude that in vivo gene expression profiling correlates with liver responses to a herbal remedy, which provides a new direction for pharmaceutical studies on human diseases.
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Affiliation(s)
- Jir-You Wang
- Institute of Traditional Medicine, School of Medicine, National Yang-Ming University, 155, Sec. 2, Li-Nong Street, Peitou, Taipei, 112 Taiwan, R.O.C
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Wang JY, Chiu JH, Tsai TH, Tsou AP, Hu CP, Chi CW, Yeh SF, Lui WY, Wu CW, Chou CK. Gene expression profiling predicts liver responses to a herbal remedy after partial hepatectomy in mice. Int J Mol Med 2005. [DOI: 10.3892/ijmm.16.2.221] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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Huang HD, Lee TY, Tzeng SW, Wu LC, Horng JT, Tsou AP, Huang KT. Incorporating hidden Markov models for identifying protein kinase-specific phosphorylation sites. J Comput Chem 2005; 26:1032-41. [PMID: 15889432 DOI: 10.1002/jcc.20235] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Protein phosphorylation, which is an important mechanism in posttranslational modification, affects essential cellular processes such as metabolism, cell signaling, differentiation, and membrane transportation. Proteins are phosphorylated by a variety of protein kinases. In this investigation, we develop a novel tool to computationally predict catalytic kinase-specific phosphorylation sites. The known phosphorylation sites from public domain data sources are categorized by their annotated protein kinases. Based on the concepts of profile Hidden Markov Models (HMM), computational models are trained from the kinase-specific groups of phosphorylation sites. After evaluating the trained models, we select the model with highest accuracy in each kinase-specific group and provide a Web-based prediction tool for identifying protein phosphorylation sites. The main contribution here is that we have developed a kinase-specific phosphorylation site prediction tool with both high sensitivity and specificity.
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Affiliation(s)
- Hsien-Da Huang
- Department of Biological Science and Technology, Institute of Bioinformatics, National Chiao Tung University, Hsin-Chu 300, Taiwan, Republic of China.
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Yang CW, Su JY, Tsou AP, Chau GY, Liu HL, Chen CH, Chien CY, Chou CK. Integrative genomics based identification of potential human hepatocarcinogenesis-associated cell cycle regulators: RHAMM as an example. Biochem Biophys Res Commun 2005; 330:489-97. [PMID: 15796909 DOI: 10.1016/j.bbrc.2005.03.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2005] [Indexed: 11/20/2022]
Abstract
DNA microarray has been widely used to examine gene expression profile of different human tumors. The information generated from microarray analysis usually represents the overall range of cancer-associated abnormality associated with gene regulation. In order to identify key regulatory genes involved in carcinogenesis of human cancer, hypothesis driven data mining of the microarray data plus experimental validation becomes a critical approach in the post-genome era. Here, we present an integrative genomic analysis of published microarray data and homolog gene database. Over 20,000 genes were examined to reveal 16 genes specific to vertebrates, cell cycle G2/M regulated, and overexpressed in human HCC. Using Affymetrix microarray analysis, we found that all 16 genes were up-regulated in human HCC. Among these 16 genes, we experimentally validated the up-regulation of receptor for hyaluronan-mediated motility (RHAMM) in different cell model systems. We first confirmed elevation of RHAMM in the G2/M phase of synchronized HeLa cells. We also found that RHAMM had an elevated level of expression in all the HCC samples we examined and it was induced during the G2/M phase of regenerating mouse hepatocytes after partial hepatectomy. Thus, the expression of RHAMM appears to be tightly regulated during mammalian cell cycle G2/M progression. The ectopic overexpression of RHAMM in 293T cells resulted in the accumulation of cells at G2/M phase. RHAMM-induced mitotic arrest of cells was predominantly in the prophase. Taken together, using an integrated functional genomic approach, we have uncovered a set of genes that may play specific roles in cell cycle progression and in HCC development. To elucidate the function of these genes in cell cycle regulation may shed light on the control mechanism of human HCC in the future.
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Affiliation(s)
- Chu-Wen Yang
- Institute of Biochemistry, National Yang-Ming University, Shih-Pai, Taipei 112, Taiwan, ROC
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26
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Huang HD, Lee TY, Wu LC, Lin FM, Juan HF, Horng JT, Tsou AP. MultiProtIdent: Identifying Proteins Using Database Search and Protein−Protein Interactions. J Proteome Res 2005; 4:690-7. [PMID: 15952715 DOI: 10.1021/pr0498335] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Protein identification is important in proteomics. Proteomic analyses based on mass spectra (MS) constitute innovative ways to identify the components of protein complexes. Instruments can obtain the mass spectrum to an accuracy of 0.01 Da or better, but identification errors are inevitable. This study shows a novel tool, MultiProtIdent, which can identify proteins using additional information about protein-protein interactions and protein functional associations. Both single and multiple Peptide Mass Fingerprints (PMFs) are input to MultiProtIdent, which matches the PMFs to a theoretical peptide mass database. The relationships or interactions among proteins are considered to reduce false positives in PMF matching. Experiments to identify protein complexes reveal that MultiProtIdent is highly promising. The website associated with this study is http://dbms104.csie.ncu.edu.tw/.
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Affiliation(s)
- Hsien-Da Huang
- Department of Biological Science and Technology and Institute of Bioinformatics, National Chiao-Tung University, Hsin-Chu 300, Taiwan
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Tsou AP, Chuang YC, Su JY, Yang CW, Liao YL, Liu WK, Chiu JH, Chou CK. Overexpression of a novel imprinted gene, PEG10, in human hepatocellular carcinoma and in regenerating mouse livers. J Biomed Sci 2004. [PMID: 14576465 DOI: 10.1007/bf02256313] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Many of the promising applications of the microarray technology are pertinent to identifying abnormalities in gene expression that contribute to malignant progression. We developed a bioinformatics tool to identify differentially expressed genes in human hepatocellular carcinoma (HCC). This involved the construction of a liver EST database (http://lestdb.nhri.org.tw) and in silico verification of differentially expressed genes with a human hepatoma microarray database. The stringency of the search was reinforced with a statistical analysis. A novel imprinted gene, paternally expressed 10(PEG10) was identified as having an elevated level of expression in the majority of the HCC samples and was also induced to express during G2/M phase of regenerating mouse liver. Ectopic expression of PEG10 in 293T cells affects cell cycle progression. PEG10 is distributed in the cytosol and associates with the nuclear membrane. This is the first time that an imprinted gene has been found to reexpress in both human HCC and in the regenerating mouse liver. This result indicates that the induction of the paternally imprinted gene may play an important role during liver regeneration or carcinogenesis of the human hepatocyte. Understanding the molecular basis of the abnormal imprinting of PEG10 will shed new light on the process that leads to liver disease.
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Affiliation(s)
- Ann-Ping Tsou
- Institute of Biotechnology in Medicine, National Yang-Ming University, Nankang, Taipei, Taiwan
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Tsou AP, Chuang YC, Su JY, Yang CW, Liao YL, Liu WK, Chiu JH, Chou CK. Overexpression of a novel imprinted gene, PEG10, in human hepatocellular carcinoma and in regenerating mouse livers. J Biomed Sci 2004; 10:625-35. [PMID: 14576465 DOI: 10.1159/000073528] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Many of the promising applications of the microarray technology are pertinent to identifying abnormalities in gene expression that contribute to malignant progression. We developed a bioinformatics tool to identify differentially expressed genes in human hepatocellular carcinoma (HCC). This involved the construction of a liver EST database (http://lestdb.nhri.org.tw) and in silico verification of differentially expressed genes with a human hepatoma microarray database. The stringency of the search was reinforced with a statistical analysis. A novel imprinted gene, paternally expressed 10(PEG10) was identified as having an elevated level of expression in the majority of the HCC samples and was also induced to express during G2/M phase of regenerating mouse liver. Ectopic expression of PEG10 in 293T cells affects cell cycle progression. PEG10 is distributed in the cytosol and associates with the nuclear membrane. This is the first time that an imprinted gene has been found to reexpress in both human HCC and in the regenerating mouse liver. This result indicates that the induction of the paternally imprinted gene may play an important role during liver regeneration or carcinogenesis of the human hepatocyte. Understanding the molecular basis of the abnormal imprinting of PEG10 will shed new light on the process that leads to liver disease.
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Affiliation(s)
- Ann-Ping Tsou
- Institute of Biotechnology in Medicine, National Yang-Ming University, Nankang, Taipei, Taiwan
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29
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Huang HD, Horng JT, Sun YM, Tsou AP, Huang SL. Identifying transcriptional regulatory sites in the human genome using an integrated system. Nucleic Acids Res 2004; 32:1948-56. [PMID: 15051813 PMCID: PMC390354 DOI: 10.1093/nar/gkh345] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
This work develops an integrated system which, after a set of genes are inputted, is able to predict transcriptional regulatory sites and to detect the co-occurrence of these regulatory sites. The system integrates several site detection methods such as known site matching, over-presented oligonucleotide detection and DNA motif discovery programs. User profiles and history pages enable users to trace the sequence analyses of these transcriptional regulatory sites. Two groups of co-regulated genes were used to test the proposed system. The results predicted by the proposed system consist of known site homologs and putative regulatory sites. By comparing these sites with previously published results, the proposed system is able to help biologists identify possible candidates for the regulatory sites from groups of co-regulated genes. The integrated system is now available at http://rgsminer. csie.ncu.edu.tw/.
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Affiliation(s)
- Hsien-Da Huang
- Department of Biological Science and Technology and Institute of Bioinformatics, National Chiao-Tung University, Hsin-Chu 300, Taiwan
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30
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Lee YC, Tang YC, Chen YH, Wong CM, Tsou AP. Selenite-induced survival of HuH7 hepatoma cells involves activation of focal adhesion kinase-phosphatidylinositol 3-kinase-Akt pathway and Rac1. J Biol Chem 2003; 278:39615-24. [PMID: 12896980 DOI: 10.1074/jbc.m304095200] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Selenium has been shown to sustain the growth of selected human hepatocellular carcinoma cell lines under serum-free conditions, but the detailed mechanism remained undetermined. In the present study, the molecular mechanism(s) involving sodium selenite (Na2SO3, Se) as a survival agent were determined. Selenite not only protects HuH7 cells from serum deprivation-induced apoptosis, it also supports its long-term growth in sodium selenite (10(-7)m) supplemented serum-free medium. The anti-apoptotic effect correlates with activation of focal adhesion kinase and the phosphatidylinositol 3-kinase (PI3K)-Akt kinase pathway. Using HuH7 cells stably transfected with a constitutively active Akt kinase and PI3K inhibitor LY294002, selenite-induced cell survival was shown to be PI3K-Akt-dependent. Parallel changes included a significant reduction in the intracellular reactive oxygen species content, the reversal of DNA fragmentation, and the suppression of caspase and apoptosis signal-regulating kinase 1 activities. HuH7 cells stably expressing a Rac1 mutant N17 (Rac1N17-HuH7) are refractory to selenite treatment. In these cells selenite supplement neither triggers Akt activation nor supports cell proliferation. Participation of Rac1 activation in this event is supported by the fact that selenite treatment drastically enhanced activation of Rac1. The exact link between selenite treatment, Rac1 activation, and activation of the focal adhesion kinase-PI 3-kinase, however, remains to be characterized. The mitogenic signaling mediated by selenite may involve unconventional growth stimuli including higher glutathione peroxidase 1 activity and higher transcription levels of selenoprotein P. The selenium-HuH7 system we have established thus provides a unique tool that will allow the biological role of selenite in growth regulation of hepatocytes to be studied in detail.
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Affiliation(s)
- Yu-Chi Lee
- Institute of Genetics, School of Life Sciences, National Yang-Ming University, Shih-Pai, Taipei 112, Taiwan, Republic of China
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31
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Tsou AP, Yang CW, Huang CYF, Yu RCT, Lee YCG, Chang CW, Chen BR, Chung YF, Fann MJ, Chi CW, Chiu JH, Chou CK. Identification of a novel cell cycle regulated gene, HURP, overexpressed in human hepatocellular carcinoma. Oncogene 2003; 22:298-307. [PMID: 12527899 DOI: 10.1038/sj.onc.1206129] [Citation(s) in RCA: 113] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
An analytic strategy was followed to identify putative regulatory genes during the development of human hepatocellular carcinoma (HCC). This strategy employed a bioinformatics analysis that used a database search to identify genes, which are differentially expressed in human HCC and are also under cell cycle regulation. A novel cell cycle regulated gene (HURP) that is overexpressed in HCC was identified. Full-length cDNAs encoding the human and mouse HURP genes were isolated. They share 72 and 61% identity at the nucleotide level and amino-acid level, respectively. Endogenous levels of HURP mRNA were found to be tightly regulated during cell cycle progression as illustrated by its elevated expression in the G(2)/M phase of synchronized HeLa cells and in regenerating mouse liver after partial hepatectomy. Immunofluorescence studies revealed that hepatoma up-regulated protein (HURP) localizes to the spindle poles during mitosis. Overexpression of HURP in 293T cells resulted in an enhanced cell growth at low serum levels and at polyhema-based, anchorage-independent growth assay. Taken together, these results strongly suggest that HURP is a potential novel cell cycle regulator that may play a role in the carcinogenesis of human cancer cells.
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Affiliation(s)
- Ann-Ping Tsou
- Institute of Biotechnology in Medicine, National Yang-Ming University, Taipei, Taiwan
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32
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Chen CH, Chen WY, Liu HL, Liu TT, Tsou AP, Lin CY, Chao T, Qi Y, Hsiao KJ. Identification of mutations in the arginine vasopressin receptor 2 gene causing nephrogenic diabetes insipidus in Chinese patients. J Hum Genet 2002; 47:66-73. [PMID: 11916004 DOI: 10.1007/s100380200002] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Congenital nephrogenic diabetes insipidus (NDI) is, in most instances, a rare X-linked recessive renal disorder (MIM 304800) characterized by the clinical symptoms of polyuria, polydipsia, and dehydration. The X-linked NDI is associated with mutations of the arginine vasopressin receptor type 2 (AVPR2) gene, which results in resistance to the antidiuretic action of arginine vasopressin (AVP) in the renal tubules and collecting ducts. Identification of mutations in the AVPR2 gene can facilitate early diagnosis of NDI, which can prevent serious complications such as growth retardation and mental retardation. We analyzed three unrelated Chinese NDI families and identified three mutations: R106C, F287L, and R337X. In addition, an A/G polymorphism at cDNA nucleotide position 927 (codon 309L) was identified. A functional expression assay of the R106C and F287L mutants in COS-7 cells revealed that both mutants show significant dysfunction and accumulate intracellular cyclic adenosine monophosphate in response to AVP hormone stimulation. These results facilitate the diagnosis of NDI at the molecular level in the Chinese population, and provide insight into the molecular pathology of NDI.
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Affiliation(s)
- Chia-Hsiang Chen
- Department of Psychiatry, Tzu-Chi General Hospital and Tzu-Chi University, Hualien City, Taiwan
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Hsu LS, Tsou AP, Chi CW, Lee CH, Chen JY. Cloning, expression and chromosomal localization of human Ca2+/calmodulin-dependent protein kinase kinase. J Biomed Sci 2000; 5:141-9. [PMID: 9662074 DOI: 10.1007/bf02258368] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
A human cDNA clone encoding the calcium/calmodulin-dependent protein kinase kinase (CaMKK) was isolated by RT-PCR amplification of the fragment corresponding to the conserved kinase catalytic domain followed by rapid amplification of cDNA ends and cDNA library screening. Compilation of nucleotide sequencing data yielded a consensus cDNA sequence of 1.9 kb with an open reading frame of 1,251 nucleotides in length which translates to a polypeptide of 417 amino acids (47 kd). It showed significant homology to the rat brain CaMKK isozymes. The human CaMKK, which was expressed as a Flag-tagged protein in human non-small cell lung cancer H- 1299 cells followed by immunoprecipitation with anti-Flag antibody, was shown to phosphorylate recombinant human CaMK I in a calcium/CaM-dependent fashion. Northern blot analysis revealed that human CaMKK is ubiquitously expressed, with brain showing the highest level of expression. The CaMKK gene is localized to human chromosome 12. The presence of cDNA clones with divergent 3' terminal sequences suggests a family of CaMKK variants which may arise from alternative splicing.
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Affiliation(s)
- L S Hsu
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan, ROC
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34
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Su WJ, Tsou AP, Yang MH, Huang CY, Perng RP. Clinical experience in using polymerase chain reaction for rapid diagnosis of pulmonary tuberculosis. Zhonghua Yi Xue Za Zhi (Taipei) 2000; 63:521-6. [PMID: 10934804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
BACKGROUND Polymerase chain reaction (PCR) techniques have revolutionized the diagnosis of tuberculosis (TB). PCR has significantly improved the sensitivity and specificity of existing diagnostic methods. In this study, we report our experience using a modified IS6110-based nested PCR assay for rapid diagnosis of pulmonary TB. METHODS A total of 327 respiratory specimens from 275 patients suspected of having pulmonary TB at Taipei Veterans General Hospital were tested using the nested PCR assay, acid-fast smear and culture for the presence of Mycobacterium tuberculosis complex (MTB). Nested PCR was performed with IS6110-based primers specific for MTB. We reviewed the medical records of patients and analyzed the clinical features. The PCR results were compared with the final clinical diagnosis. RESULTS We identified MTB in 167 of 327 samples by the nested PCR assay. No non-tuberculous Mycobacterium (NTM) was identified among the clinical samples. Diagnosis by PCR took about 6 hours in this study. The sensitivity and specificity compared with culture were 94.7% and 100%, respectively for the smear-positive, culture-positive samples, and 76.7% and 98.6% for the smear-negative, culture-positive samples. The overall sensitivity, specificity, positive and negative predictive values, compared with culture results, were 91.7%, 98.6%, 98.8% and 90.6%, respectively. Two specimens positive by PCR and negative by culture were taken from patients on anti-TB drug therapy. These specimens were culture-positive before anti-TB drug therapy. After resolution of the discrepancies by studying the patients' clinical data, both specificity and positive predictive value reached 100%. CONCLUSIONS The results indicated that this in-house nested PCR assay is a rapid and sensitive method for diagnosing pulmonary TB. It is also good for excluding infections caused by NTM.
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Affiliation(s)
- W J Su
- Chest Department, Taipei Veterans General Hospital, Taiwan, ROC
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35
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Tsou AP, Wu KM, Tsen TY, Chi CW, Chiu JH, Lui WY, Hu CP, Chang C, Chou CK, Tsai SF. Parallel hybridization analysis of multiple protein kinase genes: identification of gene expression patterns characteristic of human hepatocellular carcinoma. Genomics 1998; 50:331-40. [PMID: 9676427 DOI: 10.1006/geno.1998.5338] [Citation(s) in RCA: 65] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Hepatocellular carcinoma (HCC) is one of the major causes of human cancer deaths worldwide. To identify alterations of the genetic program associated with human HCC, we designed a new protocol based on the high-density replica method to analyze protein kinase gene expression in normal liver, HCC, and HCC-derived cell lines. RNA was prepared for reverse transcription and cDNA was used for PCR amplification of the conserved catalytic domain of protein kinase genes. Initially, from a pair of HCC and the adjacent noncancerous tissues, we sequenced 228 samples and identified 26 genes that represent different tyrosine kinase subfamilies. High-density grid filters were then prepared to assist the identification, by hybridization, of genes that are differentially expressed in normal vs HCC samples. Eleven tyrosine kinase genes were tested, and positive signals were reliably scored by doubly offset duplicates and by two independent gene-specific probes. Of the 11 genes tested, PDGF receptor-beta, MEKK-3, axl, and FGFR-4 are preferentially expressed in tumor samples. Additionally, we analyzed protein kinase gene expression in five HCC cell lines and identified distinct kinase gene expression patterns in different cell lines. Our results suggest that multiple kinases are activated in different tumors and confirm that there is molecular heterogeneity in the mechanisms sustaining autonomous cell growth in liver tumor formation.
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MESH Headings
- Blotting, Northern
- Blotting, Western
- Carcinoma, Hepatocellular/enzymology
- Carcinoma, Hepatocellular/genetics
- Gene Expression Regulation, Neoplastic
- Gene Library
- Humans
- In Situ Hybridization/methods
- Liver/enzymology
- Liver Neoplasms/enzymology
- Liver Neoplasms/genetics
- MAP Kinase Kinase Kinase 1
- Oncogene Proteins/genetics
- Oncogene Proteins/metabolism
- Polymerase Chain Reaction
- Protein Serine-Threonine Kinases/genetics
- Protein-Tyrosine Kinases/genetics
- Proto-Oncogene Proteins
- Receptor Protein-Tyrosine Kinases/genetics
- Receptor Protein-Tyrosine Kinases/metabolism
- Receptors, Fibroblast Growth Factor/genetics
- Receptors, Fibroblast Growth Factor/metabolism
- Receptors, Platelet-Derived Growth Factor/genetics
- Sequence Analysis, DNA
- Transcription, Genetic
- Tumor Cells, Cultured
- Axl Receptor Tyrosine Kinase
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Affiliation(s)
- A P Tsou
- Institute of Biotechnology in Medicine, National Yang-Ming University, Shih-Pai, Taipei, Taiwan, ROC
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36
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Hsu LS, Tsou AP, Chi CW, Lee CH, Chen JY. Cloning, Expression and Chromosomal Localization of Human Ca 2+/Calmodulin-Dependent Protein Kinase Kinase. J Biomed Sci 1998. [DOI: 10.1159/000025324] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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37
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Eglen RM, Alvarez R, Carter D, Leung E, Jakeman L, To Z, Tsou AP. Cloned and native guinea pig 5-ht7 receptors. Characterization using an integrated approach. Ann N Y Acad Sci 1997; 812:216-7. [PMID: 9186748 DOI: 10.1111/j.1749-6632.1997.tb48180.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Structural criteria, i.e., primary sequence homology, indicates a unique 5-HT subtype. Operational criteria suggest that this is also true, although no selective agonist or antagonist is available to fully define the receptor, and thus its function in vivo. Transductional data provide perhaps the weakest criterion to define the receptor, since at least two other subtypes (5-HT4 and 5-ht6) signal via the same second messenger. These criteria, taken together, suggest that the cloned sequence represents an endogenously expressed 5-HT receptor and should be referred to as "5-HT7" receptors, rather than "5-ht7".
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Affiliation(s)
- R M Eglen
- Institute of Pharmacology, Neurobiology Roche Biosciences, Palo Alto, California 94304, USA
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38
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Tsou AP, Kosaka A, Bach C, Zuppan P, Yee C, Tom L, Alvarez R, Ramsey S, Bonhaus DW, Stefanich E. Cloning and expression of a 5-hydroxytryptamine7 receptor positively coupled to adenylyl cyclase. J Neurochem 1994; 63:456-64. [PMID: 7518496 DOI: 10.1046/j.1471-4159.1994.63020456.x] [Citation(s) in RCA: 134] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
A cDNA clone (designated as GP2-7) encoding a novel 5-hydroxytryptamine (5-HT) receptor was isolated from a guinea pig hippocampal library. The receptor shares amino acid homology within the hydrophobic domains with other cloned 5-HT receptor subtypes (34-48%). The sequence of GP2-7 is homologous to that described for a novel receptor previously cloned from a rat brain cDNA library and provisionally designated as 5-HT7. mRNA for GP2-7 was detected in cortical and limbic brain regions. Transiently expressed GP2-7 showed high-affinity binding to [3H]5-HT (pKi = 9.0) with the following rank order of affinities: 5-carboxyamidotryptamine (5-CT) > 5-HT = 5-methoxytryptamine (5-MeOT) > methiothepin > 8-hydroxy-2-(dipropylamino)tetralin (8-OH-DPAT) > spiperone >> sumatriptan. Adenylyl cyclase activity in CHO-K1 cells transiently transfected with GP2-7 was stimulated by several analogues of 5-HT with the following order of potency: 5-CT > 5-HT = 5-MeOT > dipropyl-5-CT > 8-OH-DPAT. Methiothepin and spiperone were potent antagonists. Preliminary analysis suggests that GP2-7 closely resembles a receptor in the guinea pig hippocampus that exhibits a high affinity toward 5-CT.
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Affiliation(s)
- A P Tsou
- Institute of Bio-Organic Chemistry, Syntex Discovery Research, Palo Alto, California 94304
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39
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Ottiger HP, Battenberg EF, Tsou AP, Bloom FE, Sutcliffe JG. 1B1075: a brain- and pituitary-specific mRNA that encodes a novel chromogranin/secretogranin-like component of intracellular vesicles. J Neurosci 1990; 10:3135-47. [PMID: 2204688 PMCID: PMC6570232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
The rat 1B1075 mRNA encodes a 533-residue novel chromogranin/secretogranin-like acidic protein that contains an apparent secretion signal, several pairs of tandem basic residues, and internally repeated sequence elements. 1B1075 transcripts are detected, by blotting and in situ hybridization, at the highest levels in the neocortex, hippocampus, cerebellar cortex, selected pontine and diencephalic nuclei, and presumptive pituitary corticotrophs, at lower levels in specific nuclei in most other brain regions, but in none of several other tissues. Utilizing antisera to several nonoverlapping synthetic peptide fragments of the predicted protein sequence, we detect a brain- and pituitary-specific 57-kDa protein in cellular processes and fiber tracts, generally consistent with axonal transport from the cell bodies identified by in situ hybridization. Ultrastructural studies demonstrate that this protein is a component of intraneuronal vesicles in axons and vesicle-like structures in dendrites. Based on these data, we suggest the name Secretogranin III for the 1B1075 gene product. In related collaborative studies, a mouse deleted for the 1B1075-homologous gene has been produced that should allow assessment of its physiological role.
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Affiliation(s)
- H P Ottiger
- Department of Molecular Biology, Research Institute of Scripps Clinic, La Jolla, California 92037
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40
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Strulovici B, Daniel-Issakani S, Oto E, Nestor J, Chan H, Tsou AP. Activation of distinct protein kinase C isozymes by phorbol esters: correlation with induction of interleukin 1 beta gene expression. Biochemistry 1989; 28:3569-76. [PMID: 2787167 DOI: 10.1021/bi00434a063] [Citation(s) in RCA: 61] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Treatment of human promyelocytic leukemia cells U937 with phorbol 12-myristate 13-acetate (TPA) induces them to differentiate into monocytic cells [Harris, P., & Ralph, P. (1985) J. Leukocyte Biol. 37, 407-422]. Here we investigated the effects of TPA on interleukin 1 gene expression and the possible role of protein kinase C (PKC) in this process. Addition of TPA to serum-starved U937 cells induced the expression of the interleukin 1 beta (IL-1 beta) gene. This effect was apparent as early as 2 h and peaked at 24 h in the presence of 5 X 10(-8) M TPA. Higher concentrations of TPA, which partially or totally depleted protein kinase C levels in the cells (10(-9)-2 X 10(-5) M), had an inhibitory effect on IL-1 beta mRNA expression. Cell-permeable 1,2-dioctanoyl-sn-glycerol (diC8), a diacylglycerol that activates PKC in intact cells and cell-free systems, did not mimic the effect of TPA on the IL-1 beta mRNA induction. To determine the protein kinase C isozymes present in the control and TPA- (5 X 10(-8) M) treated U937 cells, we prepared antipeptide antibodies that specifically recognize the alpha, beta, and gamma isoforms of protein kinase C in rat brain cytosol and U937 cell extracts. In "control" U937 cells, 30% of PKC alpha was particulate, and PKC beta was cytosolic, while there was no detectable PKC gamma.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- B Strulovici
- Cancer and Developmental Biology, Syntex Research, Palo Alto, California 94304
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41
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Lee SW, Tsou AP, Chan H, Thomas J, Petrie K, Eugui EM, Allison AC. Glucocorticoids selectively inhibit the transcription of the interleukin 1 beta gene and decrease the stability of interleukin 1 beta mRNA. Proc Natl Acad Sci U S A 1988; 85:1204-8. [PMID: 3257575 PMCID: PMC279735 DOI: 10.1073/pnas.85.4.1204] [Citation(s) in RCA: 355] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Transcription of the interleukin 1 beta (IL-1 beta) gene was studied by mRNA hybridization with a cDNA probe in the human promonocytic cell line U-937. Phorbol ester and lipopolysaccharide increased the steady-state level of IL-1 beta mRNA. Glucocorticoids markedly decreased IL-1 beta mRNA levels by two mechanisms. Transcription of the IL-1 gene was inhibited, as shown by in vitro transcription assays with nuclei isolated from glucocorticoid-treated cells. Moreover, kinetic analyses and pulse-labeling of mRNAs showed that glucocorticoids selectively decrease the stability of IL-1 beta mRNA, without affecting the stability of beta-actin and FOS mRNAs. Inhibition of the formation and effects IL-1 is a mechanism by which glucocorticoids can exert antiinflammatory and immunosuppressive effects.
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Affiliation(s)
- S W Lee
- Department of Immunology, Syntex Research, Palo Alto, CA 94303
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42
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Abstract
A large heterogeneous family of RNAs derived from a single rat gene contains members that differ from each other at one or more of three positions. Their 5' ends are nested and transcription can begin at 22 or more sites covering 265 nucleotides. Many of the 5' ends are detectable only in brain RNAs, and even 5' ends common with other tissues appear with different absolute and relative abundances in brain RNA. The central portions of the RNAs are of two forms, differing only by the presence or absence of 17 nucleotides; these forms are probably produced by alternative splicing. Polyadenylation occurs at either of two sites. This complicated family of 88 RNAs encodes two novel putative proteins that differ at their C termini.
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