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Integrated Metabolomics and Proteomics Analyses in the Local Milieu of Islet Allografts in Rejection versus Tolerance. Int J Mol Sci 2021; 22:ijms22168754. [PMID: 34445459 PMCID: PMC8395897 DOI: 10.3390/ijms22168754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 08/03/2021] [Accepted: 08/11/2021] [Indexed: 11/24/2022] Open
Abstract
An understanding of the immune mechanisms that lead to rejection versus tolerance of allogeneic pancreatic islet grafts is of paramount importance, as it facilitates the development of innovative methods to improve the transplant outcome. Here, we used our established intraocular islet transplant model to gain novel insight into changes in the local metabolome and proteome within the islet allograft’s immediate microenvironment in association with immune-mediated rejection or tolerance. We performed integrated metabolomics and proteomics analyses in aqueous humor samples representative of the graft’s microenvironment under each transplant outcome. The results showed that several free amino acids, small primary amines, and soluble proteins related to the Warburg effect were upregulated or downregulated in association with either outcome. In general, the observed shifts in the local metabolite and protein profiles in association with rejection were consistent with established pro-inflammatory metabolic pathways and those observed in association with tolerance were immune regulatory. Taken together, the current findings further support the potential of metabolic reprogramming of immune cells towards immune regulation through targeted pharmacological and dietary interventions against specific metabolic pathways that promote the Warburg effect to prevent the rejection of transplanted islets and promote their immune tolerance.
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Ohura K, Nishiyama H, Saco S, Kurokawa K, Imai T. Establishment and Characterization of a Novel Caco-2 Subclone with a Similar Low Expression Level of Human Carboxylesterase 1 to Human Small Intestine. Drug Metab Dispos 2016; 44:1890-1898. [PMID: 27638507 DOI: 10.1124/dmd.116.072736] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 09/08/2016] [Indexed: 01/01/2023] Open
Abstract
Caco-2 cells predominantly express human carboxylesterase 1 (hCE1), unlike the human intestine that predominantly expresses human carboxylesterase 2 (hCE2). Transport experiments using Caco-2 cell monolayers often lead to misestimation of the intestinal absorption of prodrugs because of this difference, as prodrugs designed to increase the bioavailability of parent drugs are made to be resistant to hCE2 in the intestine, so that they can be hydrolyzed by hCE1 in the liver. In the present study, we tried to establish a new Caco-2 subclone, with a similar pattern of carboxylase expression to human intestine, to enable a more accurate estimation of the intestinal absorption of prodrugs. Although no subclone could be identified with high expression levels of only hCE2, two subclones, #45 and #78, with extremely low expression levels of hCE1 were subcloned from parental Caco-2 cells by the limiting dilution technique. Unfortunately, subclone #45 did not form enterocyte-like cell monolayers due to low expression of claudins and β-actin. However, subclone #78 formed polarized cell monolayers over 4 weeks and showed similar paracellular and transcellular transport properties to parental Caco-2 cell monolayers. In addition, the intestinal transport of oseltamivir, a hCE1 substrate, could be evaluated in subclone #78 cell monolayers, including P-glycoprotein-mediated efflux under nonhydrolysis conditions, unlike parental Caco-2 cells. Consequently, it is proposed that subclone #78 may provide a more effective system in which to evaluate the intestinal absorption of prodrugs that are intended to be hydrolyzed by hCE1.
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Affiliation(s)
- Kayoko Ohura
- Graduate School of Pharmaceutical Sciences, Kumamoto University, Kumamoto, Japan
| | - Hikaru Nishiyama
- Graduate School of Pharmaceutical Sciences, Kumamoto University, Kumamoto, Japan
| | - Saori Saco
- Graduate School of Pharmaceutical Sciences, Kumamoto University, Kumamoto, Japan
| | - Keisuke Kurokawa
- Graduate School of Pharmaceutical Sciences, Kumamoto University, Kumamoto, Japan
| | - Teruko Imai
- Graduate School of Pharmaceutical Sciences, Kumamoto University, Kumamoto, Japan
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3
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Chapellier B, Tange S, Tasaki H, Yoshida K, Zhou Y, Sakon N, Katayama K, Nakanishi A. Examination of a plasmid-based reverse genetics system for human astrovirus. Microbiol Immunol 2015; 59:586-96. [PMID: 26272702 DOI: 10.1111/1348-0421.12317] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Revised: 07/26/2015] [Accepted: 08/11/2015] [Indexed: 12/29/2022]
Abstract
A plasmid-based reverse genetics system for human astrovirus type 1 (HAstV1) is examined. Upon transfection into 293T cells, the plasmid vector, which harbors a HAstV1 expression cassette, expressed astroviral RNA that appeared to be capable of viral RNA replication, as indicated by the production of subgenomic RNA and capsid protein expression irrespective of the heterologous 5' ends of the transcribed RNA. Particles infectious to Caco-2 cells were made in this system; however, their infectivity was much lower than would be expected from the amount of particles apparently produced. Using Huh-7 cells as the transfection host with the aim of improving viral capsid processing for virion maturation partially restored the efficiency of infectious particle formation. Our results support the possibility that the DNA transfection process induces a cellular response that targets late, but not early, stages of HAstV1 infection.
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Affiliation(s)
- Benoit Chapellier
- Laboratory of Gene Therapy, Department of Aging Intervention, National Center for Geriatrics and Gerontology, Obu, Aichi, 474-8522
| | - Shoichiro Tange
- Laboratory of Gene Therapy, Department of Aging Intervention, National Center for Geriatrics and Gerontology, Obu, Aichi, 474-8522
| | - Hidetaka Tasaki
- Laboratory of Gene Therapy, Department of Aging Intervention, National Center for Geriatrics and Gerontology, Obu, Aichi, 474-8522
| | - Kazuhiro Yoshida
- Laboratory of Gene Therapy, Department of Aging Intervention, National Center for Geriatrics and Gerontology, Obu, Aichi, 474-8522
| | - Yan Zhou
- Laboratory of Gene Therapy, Department of Aging Intervention, National Center for Geriatrics and Gerontology, Obu, Aichi, 474-8522
| | - Naomi Sakon
- Osaka Prefectural Institute of Public Health, Osaka, Osaka, 537-0025
| | - Kazuhiko Katayama
- National Institute for Infectious Diseases, Department of Virology 2, Laboratory of Gastroenteritis Viruses, Musashi-Murayama, Tokyo, 208-0011, Japan
| | - Akira Nakanishi
- Laboratory of Gene Therapy, Department of Aging Intervention, National Center for Geriatrics and Gerontology, Obu, Aichi, 474-8522
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4
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Bertrand J, Marion-Letellier R, Azhar S, Chan P, Legrand R, Goichon A, Ghouzali I, Aziz M, Vaudry D, Savoye G, Déchelotte P, Coëffier M. Glutamine enema regulates colonic ubiquitinated proteins but not proteasome activities during TNBS-induced colitis leading to increased mitochondrial activity. Proteomics 2015; 15:2198-210. [PMID: 25689466 DOI: 10.1002/pmic.201400304] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Revised: 01/12/2015] [Accepted: 02/12/2015] [Indexed: 12/22/2022]
Abstract
Ubiquitin proteasome system contributes to the regulation of intestinal inflammatory response as its inhibition is associated with tissue damage improvement. We aimed to evaluate whether glutamine is able to limit inflammation by targeting ubiquitin proteasome system in experimental colitis. Colitis was induced in male rats by intrarectal instillation of 2-4-6-trinitrobenzen sulfonic acid (TNBS) at day 1. From day 2 to day 6, rats daily received either an intrarectal instillation of PBS (TNBS/PBS group) or glutamine (TNBS/Gln). Rats were euthanized at day 7 and colonic samples were taken to evaluate ubiqutinated proteins by proteomic approach combining 2D electrophoresis and immunoblots directed against ubiquitin. Results were then confirmed by evaluating total expression of proteins and mRNA levels. Survival rate, TNFα, and IL-1β mRNA were improved in TNBS/Gln compared with TNBS/PBS (p < 0.05). Proteasome activities were affected by TNBS but not by glutamine. We identified eight proteins that were less ubiquitinated in TNBS/PBS compared with controls with no effect of glutamine. Four proteins were more ubiquitinated in TNBS/PBS group and restored in TNBS/Gln group. Finally, 12 ubiquitinated proteins were only affected by glutamine. Among proteins affected by glutamine, eight proteins (GFPT1, Gapdh, Pkm2, LDH, Bcat2, ATP5a1, Vdac1, and Vdac2) were involved in metabolic pathways. In conclusion, glutamine may regulate ubiquitination process during intestinal inflammation.
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Affiliation(s)
- Julien Bertrand
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France
| | - Rachel Marion-Letellier
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France
| | - Saïda Azhar
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France
| | - Philippe Chan
- Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France.,Plateform of Proteomics PISSARO, Mont-Saint-Aignan, France
| | - Romain Legrand
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France
| | - Alexis Goichon
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France
| | - Ibtissem Ghouzali
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France
| | - Moutaz Aziz
- Laboratory of Anatomo-Pathology, Rouen University Hospital, Rouen, France
| | - David Vaudry
- Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France.,Plateform of Proteomics PISSARO, Mont-Saint-Aignan, France.,INSERM Unit 982, Mont-Saint-Aignan, France
| | - Guillaume Savoye
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France.,Department of Gastroenterology, Rouen University Hospital, Rouen, France
| | - Pierre Déchelotte
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France.,Department of Nutrition, Rouen University Hospital, Rouen, France
| | - Moïse Coëffier
- INSERM Unit 1073, Nutrition Inflammation and Gut Brain Axis, Rouen, France.,Institute for Research and Innovation in Biomedicine, University of Rouen, Rouen, France.,Department of Nutrition, Rouen University Hospital, Rouen, France
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5
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Chiche J, Pommier S, Beneteau M, Mondragón L, Meynet O, Zunino B, Mouchotte A, Verhoeyen E, Guyot M, Pagès G, Mounier N, Imbert V, Colosetti P, Goncalvès D, Marchetti S, Brière J, Carles M, Thieblemont C, Ricci JE. GAPDH enhances the aggressiveness and the vascularization of non-Hodgkin's B lymphomas via NF-κB-dependent induction of HIF-1α. Leukemia 2014; 29:1163-76. [PMID: 25394713 DOI: 10.1038/leu.2014.324] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 11/04/2014] [Accepted: 11/10/2014] [Indexed: 12/22/2022]
Abstract
Deregulated expression of glycolytic enzymes contributes not only to the increased energy demands of transformed cells but also has non-glycolytic roles in tumors. However, the contribution of these non-glycolytic functions in tumor progression remains poorly defined. Here, we show that elevated expression of glyceraldehyde-3-phosphate dehydrogenase (GAPDH), but not of other glycolytic enzymes tested, increased aggressiveness and vascularization of non-Hodgkin's lymphoma. Elevated GAPDH expression was found to promote nuclear factor-κB (NF-κB) activation via binding to tumor necrosis factor receptor-associated factor-2 (TRAF2), enhancing the transcription and the activity of hypoxia-inducing factor-1α (HIF-1α). Consistent with this, inactive mutants of GAPDH failed to bind TRAF2, enhance HIF-1 activity or promote lymphomagenesis. Furthermore, elevated expression of gapdh mRNA in biopsies from diffuse large B-cell non-Hodgkin's lymphoma patients correlated with high levels of hif-1α, vegf-a, nfkbia mRNA and CD31 staining. Collectively, these data indicate that deregulated GAPDH expression promotes NF-κB-dependent induction of HIF-1α and has a key role in lymphoma vascularization and aggressiveness.
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Affiliation(s)
- J Chiche
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France
| | - S Pommier
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [3] Centre Hospitalier Universitaire de Nice, Département d'Anesthésie Réanimation, Nice, France
| | - M Beneteau
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France
| | - L Mondragón
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France
| | - O Meynet
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France
| | - B Zunino
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France
| | - A Mouchotte
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France
| | - E Verhoeyen
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France
| | - M Guyot
- 1] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [2] Institute for Research on Cancer and Aging, CNRS UMR 7284/U INSERM 1081, Centre A. Lacassagne, Nice, France
| | - G Pagès
- 1] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [2] Institute for Research on Cancer and Aging, CNRS UMR 7284/U INSERM 1081, Centre A. Lacassagne, Nice, France
| | - N Mounier
- Centre Hospitalier Universitaire de Nice, Département d'Onco-Hématologie, Nice, France
| | - V Imbert
- 1] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [2] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'inflammation, cancer et cellules souches cancéreuses', Nice, France
| | - P Colosetti
- 1] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [2] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'mort cellulaire, différenciation, inflammation et cancer', Nice, France
| | - D Goncalvès
- 1] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [2] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'mort cellulaire, différenciation, inflammation et cancer', Nice, France
| | - S Marchetti
- 1] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [2] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'mort cellulaire, différenciation, inflammation et cancer', Nice, France
| | - J Brière
- AP-HP-Hôpital Saint-Louis, Service d'hémato-Oncologie, Université Paris Diderot, Sorbonne Paris Cité, F-75010 Paris, France
| | - M Carles
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [3] Centre Hospitalier Universitaire de Nice, Département d'Anesthésie Réanimation, Nice, France
| | - C Thieblemont
- AP-HP-Hôpital Saint-Louis, Service d'hémato-Oncologie, Université Paris Diderot, Sorbonne Paris Cité, F-75010 Paris, France
| | - J-E Ricci
- 1] Inserm, U1065, Centre Méditerranéen de Médecine Moléculaire (C3M), équipe 'contrôle métabolique des morts cellulaires', équipe 3, Nice, France [2] Université de Nice-Sophia-Antipolis, Faculté de Médecine, Nice, France [3] Centre Hospitalier Universitaire de Nice, Département d'Anesthésie Réanimation, Nice, France
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6
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Transcriptional regulation of the sodium-coupled neutral amino acid transporter (SNAT2) by 17β-estradiol. Proc Natl Acad Sci U S A 2014; 111:11443-8. [PMID: 25056967 DOI: 10.1073/pnas.1412099111] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The sodium-coupled neutral amino acid transporter 2 (SNAT2) translocates small neutral amino acids into the mammary gland to promote cell proliferation during gestation. It is known that SNAT2 expression increases during pregnancy, and in vitro studies indicate that this transporter is induced by 17β-estradiol. In this study, we elucidated the mechanism by which 17β-estradiol regulates the transcription of SNAT2. In silico analysis revealed the presence of a potential estrogen response element (ERE) in the SNAT2 promoter. Reporter assays showed an increase in SNAT2 promoter activity when cotransfected with estrogen receptor alpha (ER-α) after 17β-estradiol stimulation. Deletion of the ERE reduced estradiol-induced promoter activity by 63%. Additionally, EMSAs and supershift assays showed that ER-α binds to the SNAT2 ERE and that this binding competes with the interaction of ER-α with its consensus ERE. An in vivo ChIP assay demonstrated that the binding of ER-α to the SNAT2 promoter gradually increased in the mammary gland during gestation and that maximal binding occurred at the highest 17β-estradiol serum concentration. Liquid chromatography-elevated energy mass spectrometry and Western blot analysis revealed that the SNAT2 ER-α-ERE complex contained poly(ADP-ribose) polymerase 1, Lupus Ku autoantigen protein p70, and glyceraldehyde 3-phosphate dehydrogenase (GAPDH) proteins and that the silencing of each of these proteins nearly abolished 17β-estradiol-stimulated SNAT2 promoter activity. Nuclear levels of GAPDH increased progressively during gestation in the mammary gland, and GAPDH binding was nucleotide-specific for the SNAT2 ERE. Thus, this study provides new insights into how the mammary epithelium adapts to control amino acid uptake through the transcriptional regulation of the SNAT2 transporter via 17β-estradiol.
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7
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Xu Q, Feng CY, Hori TS, Plouffe DA, Buchanan JT, Rise ML. Family-specific differences in growth rate and hepatic gene expression in juvenile triploid growth hormone (GH) transgenic Atlantic salmon (Salmo salar). COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY D-GENOMICS & PROTEOMICS 2013; 8:317-33. [PMID: 24145116 DOI: 10.1016/j.cbd.2013.09.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Revised: 09/24/2013] [Accepted: 09/26/2013] [Indexed: 01/13/2023]
Abstract
Growth hormone transgenic (GHTg) Atlantic salmon (Salmo salar) have enhanced growth when compared to their non-transgenic counterparts, and this trait can be beneficial for aquaculture production. Biological confinement of GHTg Atlantic salmon may be achieved through the induction of triploidy (3N). The growth rates of triploid GH transgenic (3NGHTg) Atlantic salmon juveniles were found to significantly vary between families in the AquaBounty breeding program. In order to characterize gene expression associated with enhanced growth in juvenile 3NGHTg Atlantic salmon, a functional genomics approach (32K cDNA microarray hybridizations followed by QPCR) was used to identify and validate liver transcripts that were differentially expressed between two fast-growing 3NGHTg Atlantic salmon families (AS11, AS26) and a slow-growing 3NGHTg Atlantic salmon family (AS25); juvenile growth rate was evaluated over a 45-day period. Of 687 microarray-identified differentially expressed features, 143 (116 more highly expressed in fast-growing and 27 more highly expressed in slow-growing juveniles) were identified in the AS11 vs. AS25 microarray study, while 544 (442 more highly expressed in fast-growing and 102 more highly expressed in slow-growing juveniles) were identified in the AS26 vs. AS25 microarray study. Forty microarray features (39 putatively associated with fast growth and 1 putatively associated with slow growth) were present in both microarray experiment gene lists. The expression levels of 15 microarray-identified transcripts were studied using QPCR with individual RNA samples to validate microarray results and to study biological variability of transcript expression. The QPCR results agreed with the microarray results for 12 of 13 putative fast-growth associated transcripts, but QPCR did not validate the microarray results for 2 putative slow-growth associated transcripts. Many of the 39 microarray-identified genes putatively associated at the transcript expression level with fast-growing 3NGHTg salmon juveniles (including APOA1, APOA4, B2M, FADSD6, FTM, and GAPDH) are involved in metabolism, iron homeostasis and oxygen transport, and immune- or stress-related responses. The results of this study increase our knowledge of family-specific impacts on growth rate and hepatic gene expression in juvenile 3NGHTg Atlantic salmon. In addition, this study provides a suite of putative rapid growth rate-associated transcripts that may contribute to the development of molecular markers [e.g. intronic, exonic or regulatory region single nucleotide polymorphisms (SNPs)] for the selection of GHTg Atlantic salmon broodstock that can be utilized to produce sterile triploids of desired growth performance for future commercial applications.
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Affiliation(s)
- Qingheng Xu
- Ocean Sciences Centre, Memorial University of Newfoundland, St. John's, NL A1C 5S7, Canada
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8
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9
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Love KR, Politano TJ, Panagiotou V, Jiang B, Stadheim TA, Love JC. Systematic single-cell analysis of Pichia pastoris reveals secretory capacity limits productivity. PLoS One 2012; 7:e37915. [PMID: 22685548 PMCID: PMC3369916 DOI: 10.1371/journal.pone.0037915] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2011] [Accepted: 04/30/2012] [Indexed: 12/16/2022] Open
Abstract
Biopharmaceuticals represent the fastest growing sector of the global pharmaceutical industry. Cost-efficient production of these biologic drugs requires a robust host organism for generating high titers of protein during fermentation. Understanding key cellular processes that limit protein production and secretion is, therefore, essential for rational strain engineering. Here, with single-cell resolution, we systematically analysed the productivity of a series of Pichia pastoris strains that produce different proteins both constitutively and inducibly. We characterized each strain by qPCR, RT-qPCR, microengraving, and imaging cytometry. We then developed a simple mathematical model describing the flux of folded protein through the ER. This combination of single-cell measurements and computational modelling shows that protein trafficking through the secretory machinery is often the rate-limiting step in single-cell production, and strategies to enhance the overall capacity of protein secretion within hosts for the production of heterologous proteins may improve productivity.
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Affiliation(s)
- Kerry Routenberg Love
- Department of Chemical Engineering, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Timothy J. Politano
- Department of Chemical Engineering, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Vasiliki Panagiotou
- Department of Chemical Engineering, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Bo Jiang
- GlycoFi, a wholly-owned subsidiary of Merck and Co., Lebanon, New Hampshire, United States of America
| | - Terrance A. Stadheim
- GlycoFi, a wholly-owned subsidiary of Merck and Co., Lebanon, New Hampshire, United States of America
| | - J. Christopher Love
- Department of Chemical Engineering, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- * E-mail:
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10
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Bruzelius K, Sundler R, Pagmantidis V, Akesson B. Regulation of selenoprotein mRNA expression by hormones and retinoic acid in bovine mammary cells. J Trace Elem Med Biol 2010; 24:251-6. [PMID: 20943360 DOI: 10.1016/j.jtemb.2010.08.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2009] [Revised: 08/26/2010] [Accepted: 08/27/2010] [Indexed: 11/20/2022]
Abstract
Selenium is essential for maintaining many body functions through the actions of selenoproteins. To find factors regulating selenoprotein biosynthesis in the bovine mammary cell line MAC-T, the effects of supplementation with selenite and also with retinoic acid, insulin, hydrocortisone and prolactin on the mRNA expression of a number of selenoproteins were investigated. It was found that MAC-T cells express glutathione peroxidase (GPx) 1 and 4, thioredoxin reductase 1 and selenoprotein P, but not GPx 3, which is interesting considering that GPx 3 is one of the only few selenoproteins detected in milk so far. Addition of selenite to the cell culture resulted in a large increase in GPx 1 expression and an increase in selenoprotein P expression, which is similar to the findings made in other systems investigated. Increased mRNA levels of GPx 1 were also observed in cells treated with insulin and hydrocortisone or with retinoic acid. The expression of thioredoxin reductase 1 was increased in cells treated with retinoic acid, whereas that of selenoprotein P was decreased in cells exposed to insulin. The results indicate that several hormones, selenium, and retinoic acid regulate the biosynthesis of various selenoproteins differently in the bovine mammary cell. The possible implications of the findings for processes related to milk formation and mammary carcinogenesis will need additional investigation. Further study of the detailed mechanisms involved is also necessary.
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Affiliation(s)
- Katharina Bruzelius
- Biomedical Nutrition, Pure and Applied Biochemistry, Lund University, Lund, Sweden
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11
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Brasse-Lagnel C, Lavoinne A, Husson A. Control of mammalian gene expression by amino acids, especially glutamine. FEBS J 2009; 276:1826-44. [PMID: 19250320 DOI: 10.1111/j.1742-4658.2009.06920.x] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Molecular data rapidly accumulating on the regulation of gene expression by amino acids in mammalian cells highlight the large variety of mechanisms that are involved. Transcription factors, such as the basic-leucine zipper factors, activating transcription factors and CCAAT/enhancer-binding protein, as well as specific regulatory sequences, such as amino acid response element and nutrient-sensing response element, have been shown to mediate the inhibitory effect of some amino acids. Moreover, amino acids exert a wide range of effects via the activation of different signalling pathways and various transcription factors, and a number of cis elements distinct from amino acid response element/nutrient-sensing response element sequences were shown to respond to changes in amino acid concentration. Particular attention has been paid to the effects of glutamine, the most abundant amino acid, which at appropriate concentrations enhances a great number of cell functions via the activation of various transcription factors. The glutamine-responsive genes and the transcription factors involved correspond tightly to the specific effects of the amino acid in the inflammatory response, cell proliferation, differentiation and survival, and metabolic functions. Indeed, in addition to the major role played by nuclear factor-kappaB in the anti-inflammatory action of glutamine, the stimulatory role of activating protein-1 and the inhibitory role of C/EBP homology binding protein in growth-promotion, and the role of c-myc in cell survival, many other transcription factors are also involved in the action of glutamine to regulate apoptosis and intermediary metabolism in different cell types and tissues. The signalling pathways leading to the activation of transcription factors suggest that several kinases are involved, particularly mitogen-activated protein kinases. In most cases, however, the precise pathways from the entrance of the amino acid into the cell to the activation of gene transcription remain elusive.
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Affiliation(s)
- Carole Brasse-Lagnel
- Appareil Digestif, Environnement et Nutrition, EA 4311, Université de Rouen, France
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Chen C, Dudenhausen E, Chen H, Pan YX, Gjymishka A, Kilberg M. Amino-acid limitation induces transcription from the human C/EBPbeta gene via an enhancer activity located downstream of the protein coding sequence. Biochem J 2006; 391:649-58. [PMID: 16026328 PMCID: PMC1276966 DOI: 10.1042/bj20050882] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
For animals, dietary protein is critical for the nutrition of the organism and, at the cellular level, protein nutrition translates into amino acid availability. Amino acid deprivation triggers the AAR (amino acid response) pathway, which causes enhanced transcription from specific target genes. The present results show that C/EBPbeta (CCAAT/enhancer-binding protein beta) mRNA and protein content were increased following the deprivation of HepG2 human hepatoma cells of a single amino acid. Although there was a modest increase in mRNA half-life following histidine limitation, the primary mechanism for the elevated steady-state mRNA was increased transcription. Transient transfection documented that C/EBPbeta genomic fragments containing the 8451 bp 5' upstream of the transcription start site did not contain amino-acid-responsive elements. However, deletion analysis of the genomic region located 3' downstream of the protein coding sequence revealed that a 93 bp fragment contained an amino-acid-responsive activity that functioned as an enhancer. Exogenous expression of ATF4 (activating transcription factor 4), known to activate other genes through amino acid response elements, caused increased transcription from reporter constructs containing the C/EBPbeta enhancer in cells maintained in complete amino acid medium. Chromatin immunoprecipitation demonstrated that RNA polymerase II is bound at the C/EBPbeta promoter and at the 93 bp regulatory region in vivo, whereas ATF4 binds to the enhancer region only. Immediately following amino acid removal, the kinetics of binding for ATF4, ATF3, and C/EBPbeta itself to the 93 bp regulatory region were similar to those observed for the amino-acid-responsive asparagine synthetase gene. Collectively the findings show that expression of C/EBPbeta, which contributes to the regulation of amino-acid-responsive genes, is itself controlled by amino acid availability through transcription.
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Affiliation(s)
- Chin Chen
- Department of Biochemistry and Molecular Biology, Genetics Institute, and Shands Cancer Center, University of Florida College of Medicine, Gainesville, FL 32610, U.S.A
| | - Elizabeth Dudenhausen
- Department of Biochemistry and Molecular Biology, Genetics Institute, and Shands Cancer Center, University of Florida College of Medicine, Gainesville, FL 32610, U.S.A
| | - Hong Chen
- Department of Biochemistry and Molecular Biology, Genetics Institute, and Shands Cancer Center, University of Florida College of Medicine, Gainesville, FL 32610, U.S.A
| | - Yuan-Xiang Pan
- Department of Biochemistry and Molecular Biology, Genetics Institute, and Shands Cancer Center, University of Florida College of Medicine, Gainesville, FL 32610, U.S.A
| | - Altin Gjymishka
- Department of Biochemistry and Molecular Biology, Genetics Institute, and Shands Cancer Center, University of Florida College of Medicine, Gainesville, FL 32610, U.S.A
| | - Michael S. Kilberg
- Department of Biochemistry and Molecular Biology, Genetics Institute, and Shands Cancer Center, University of Florida College of Medicine, Gainesville, FL 32610, U.S.A
- To whom correspondence should be addressed (email )
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Desloges N, Rahaus M, Wolff MH. The varicella-zoster virus-mediated delayed host shutoff: open reading frame 17 has no major function, whereas immediate-early 63 protein represses heterologous gene expression. Microbes Infect 2005; 7:1519-29. [PMID: 16039898 DOI: 10.1016/j.micinf.2005.05.010] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2005] [Revised: 05/13/2005] [Accepted: 05/15/2005] [Indexed: 11/22/2022]
Abstract
We reported that varicella-zoster virus (VZV) causes a delayed host shutoff during its replicative cycle. VZV open reading frame 17 (ORF17) is the homologue of the herpes simplex virus (HSV) UL41 gene encoding the virion host shutoff (vhs) protein which is responsible for the shutoff effect observed in HSV-infected cells. In the present study, we demonstrated that ORF17 is expressed as a late protein during the VZV replicative cycle in different infected permissive cell lines which showed a delayed shutoff of cellular RNA. A cell line with stable expression of VZV ORF17 was infected with VZV. In these cells, VZV replication and delayed host shutoff remained unchanged when compared to normal infected cells. ORF17 was not capable of repressing the expression of the beta-gal reporter gene under the control of the human cytomegalovirus immediate-early gene promoter or to inhibit the expression of a CAT reporter gene under the control of the human GAPDH promoter, indicating that ORF17 has no major function in the VZV-mediated delayed host shutoff. To determine whether other viral factors are involved in the host shutoff, a series of cotransfection assays was performed. We found that the immediate-early 63 protein (IE63) was able to downregulate the expression of reporter genes under the control of the two heterologous promoters, indicating that this viral factor can be involved in the VZV-mediated delayed host shutoff. Other factors can be also implicated to modulate the repressing action of IE63 to achieve a precise balance between the viral and cellular gene expression.
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Affiliation(s)
- Nathalie Desloges
- Institute of Microbiology and Virology, Private University of Witten/Herdecke, Stockumer Street 10, D-58448, Germany
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Heijne WHM, Slitt AL, van Bladeren PJ, Groten JP, Klaassen CD, Stierum RH, van Ommen B. Bromobenzene-induced hepatotoxicity at the transcriptome level. Toxicol Sci 2004; 79:411-22. [PMID: 15056800 DOI: 10.1093/toxsci/kfh128] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Rats were exposed to three levels of bromobenzene, sampled at 6, 24, and 48 h, and liver gene expression profiles were determined to identify dose and time-related changes. Expression of many genes changed transiently, and dependent on the dose. Few changes were identified after 6 h, but many genes were differentially expressed after 24 h, while after 48 h, only the high dose elicited large effects. Differentially expressed genes were involved in drug metabolism (upregulated GSTs, mEH, NQO1, Mrps, downregulated CYPs, sulfotransferases), oxidative stress (induced HO-1, peroxiredoxin, ferritin), GSH depletion (induced GCS-l, GSTA, GSTM) the acute phase response, and in processes like cholesterol, fatty acid and protein metabolism, and intracellular signaling. Trancriptional regulation via the electrophile and sterol response elements seemed to mediate part of the response to bromobenzene. Recovery of the liver was suggested in response to BB by the altered expression of genes involved in protein synthesis and cytoskeleton rearrangement. Furthermore, after 48 h, rats in the mid dose group showed no toxicity, and gene expression patterns resembled the normal situation. For certain genes (e.g., CYP4A, metallothioneins), intraday variation in expression levels was found, regardless of the treatment. Selected cDNA microarray measurements were confirmed using the specific and sensitive branched DNA signal amplification assay.
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Affiliation(s)
- Wilbert H M Heijne
- Department of Biomolecular Sciences, TNO Nutrition and Food Research, PO box 360, 3700 AJ Zeist, The Netherlands.
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