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Saini N, Mooney SM, Smith SM. Alcohol blunts pregnancy-mediated insulin resistance and reduces fetal brain glucose despite elevated fetal gluconeogenesis, and these changes associate with fetal weight outcomes. FASEB J 2023; 37:e23172. [PMID: 37665328 PMCID: PMC11167647 DOI: 10.1096/fj.202300788r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 08/01/2023] [Accepted: 08/09/2023] [Indexed: 09/05/2023]
Abstract
Prenatal alcohol exposure (PAE) impairs fetal growth and neurodevelopment. Although alcohol is well known to alter metabolism, its impact on these processes during pregnancy is largely unexplored. Here, we investigate how alcohol affects maternal-fetal glucose metabolism using our established mouse binge model of PAE. In the dam, alcohol reduces the hepatic abundance of glucose and glycolytic intermediates, and the gluconeogenic enzymes glucose-6-phosphtase and phosphoenolpyruvate carboxykinase. Fasting blood glucose is also reduced. In a healthy pregnancy, elevated maternal gluconeogenesis and insulin resistance ensures glucose availability for the fetus. Glucose and insulin tolerance tests reveal that alcohol impairs the dam's ability to acquire insulin resistance. Alcohol-exposed dams have enhanced glucose clearance (p < .05) in early gestation, after just two days of alcohol, and this persists through late term when fetal glucose needs are maximal. However, maternal plasma insulin levels, hepatic insulin signaling, and the abundance of glucose transporter proteins remain unchanged. In the PAE fetus, the expression of hepatic gluconeogenic genes is elevated, and there is a trend for elevated blood and liver glucose levels. In contrast, fetal brain and placental glucose levels remain low. This reduced maternal fasting glucose, reduced hepatic glucose, and elevated glucose clearance inversely correlated with fetal body and brain weight. Taken together, these data suggest that alcohol blunts the adaptive changes in maternal glucose metabolism that otherwise enhance fetal glucose availability. Compensatory attempts by the fetus to increase glucose pools via gluconeogenesis do not normalize brain glucose. These metabolic changes may contribute to the impaired fetal growth and brain development that typifies PAE.
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Affiliation(s)
- Nipun Saini
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, North Carolina, USA
| | - Sandra M. Mooney
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, North Carolina, USA
- Department of Nutrition, University of North Carolina at Chapel Hill, Kannapolis, North Carolina, USA
| | - Susan M. Smith
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, North Carolina, USA
- Department of Nutrition, University of North Carolina at Chapel Hill, Kannapolis, North Carolina, USA
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2
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Wu J, Yu S, Wang Y, Zhu J, Zhang Z. New insights into the role of ribonuclease P protein subunit p30 from tumor to internal reference. Front Oncol 2022; 12:1018279. [PMID: 36313673 PMCID: PMC9606464 DOI: 10.3389/fonc.2022.1018279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 09/28/2022] [Indexed: 11/13/2022] Open
Abstract
Ribonuclease P protein subunit p30 (RPP30) is a highly conserved housekeeping gene that exists in many species and tissues throughout the three life kingdoms (archaea, bacteria, and eukaryotes). RPP30 is closely related to a few types of tumors in human diseases but has a very stable transcription level in most cases. Based on this feature, increasing number of studies have used RPP30 as an internal reference gene. Here, the structure and basic functions of RPP30 are summarized and the likely relationship between RPP30 and various diseases in plants and human is outlined. Finally, the current application of RPP30 as an internal reference gene and its advantages over traditional internal reference genes are reviewed. RPP30 characteristics suggest that it has a good prospect of being selected as an internal reference; more work is needed to develop this research avenue.
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Affiliation(s)
- Junchao Wu
- Institute of Clinical Virology, Department of Infectious Diseases, The Second Hospital of Anhui Medical University, Hefei, China,Department of Clinical Medicine, Anhui Medical University, Hefei, China
| | - Sijie Yu
- Institute of Clinical Virology, Department of Infectious Diseases, The Second Hospital of Anhui Medical University, Hefei, China,Department of Clinical Medicine, Anhui Medical University, Hefei, China
| | - Yalan Wang
- Institute of Clinical Virology, Department of Infectious Diseases, The Second Hospital of Anhui Medical University, Hefei, China,Department of Clinical Medicine, Anhui Medical University, Hefei, China
| | - Jie Zhu
- Institute of Clinical Virology, Department of Infectious Diseases, The Second Hospital of Anhui Medical University, Hefei, China
| | - Zhenhua Zhang
- Institute of Clinical Virology, Department of Infectious Diseases, The Second Hospital of Anhui Medical University, Hefei, China,*Correspondence: Zhenhua Zhang,
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3
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Gapdh Shows Altered Gene Expression in Alcohol Models. ACTA MEDICA BULGARICA 2022. [DOI: 10.2478/amb-2022-0014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Abstract
Background and objectives. Though glyceraldehyde-3-phosphate dehydrogenase (Gapdh) is one of the most commonly used housekeeping genes for comparison of gene expression data, studies have revealed that Gapdh expression is not constant at different developmental stages, and is modulated by many factors including ethanol. In view of this, in the present study, we investigated the effect of ethanol on Gapdh stability and expression levels in different model systems.
Methods. Evaluation of Gapdh stability was determined by comparison with three commonly used housekeeping genes in alcohol-exposed and control mouse blastocysts, embryos, and placentas (ActB, Hsp90ab1, and Atp5b), and in alcohol-dependent and healthy humans (ACTB, ATP5B, and HSPCB), and was ranked by the software program RefFinder. To detect the Gapdh expression patterns as a target gene, qRT-PCR analysis was applied.
Results. The order of expression stabilities obtained by the RefFinder ranked Gapdh as the most unstable reference gene in studied groups. The study of the expression dynamics of Gapdh showed significant upregulation in ethanol-exposed mouse blastocysts and embryos (FC = 1.56, p = 0.05 and FC = 6.0, p = 0.01) and downregulation in placentas (FC = 0.60, p = 0.01).
Conclusions. Our results revealed that the expression of Gapdh can vary in different model systems under ethanol exposure and imply the need for caution when using it as an internal control. This is the first report for statistically significant change in Gapdh expression after ethanol exposure during preimplantation mouse development.
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Validation of Reference Genes for Gene Expression Studies by RT-qPCR in HepaRG Cells during Toxicity Testing and Disease Modelling. Cells 2020; 9:cells9030770. [PMID: 32245194 PMCID: PMC7140694 DOI: 10.3390/cells9030770] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 03/17/2020] [Accepted: 03/19/2020] [Indexed: 12/16/2022] Open
Abstract
Gene expression analysis by quantitative real-time polymerase chain reaction (RT-qPCR) is routinely used in biomedical studies. The reproducibility and reliability of the data fundamentally depends on experimental design and data interpretation. Despite the wide application of this assay, there is significant variation in the validation process of gene expression data from research laboratories. Since the validity of results depends on appropriate normalisation, it is crucial to select appropriate reference gene(s), where transcription of the selected gene is unaffected by experimental setting. In this study we have applied geNorm technology to investigate the transcription of 12 ‘housekeeping’ genes for use in the normalisation of RT-qPCR data acquired using a widely accepted HepaRG hepatic cell line in studies examining models of pre-clinical drug testing. geNorm data identified a number of genes unaffected by specific drug treatments and showed that different genes remained invariant in response to different drug treatments, whereas the transcription of ‘classical’ reference genes such as GAPDH (glyceralde- hyde-3-phosphate dehydrogenase) was altered by drug treatment. Comparing data normalised using the reference genes identified by geNorm with normalisation using classical housekeeping genes demonstrated substantial differences in the final results. In light of cell therapy application, RT-qPCR analyses has to be carefully evaluated to accurately interpret data obtained from dynamic cellular models undergoing sequential stages of phenotypic change.
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Reference Gene and Protein Expression Levels in Two Different NAFLD Mouse Models. Gastroenterol Res Pract 2020; 2020:1093235. [PMID: 32089674 PMCID: PMC7023843 DOI: 10.1155/2020/1093235] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 12/23/2019] [Accepted: 01/06/2020] [Indexed: 02/06/2023] Open
Abstract
The expression levels of some reference genes and proteins are used for data normalization and quantification. However, these levels can change in response to experimental conditions or treatments. Aim. The aim of this work was to evaluate reference gene and protein expression in models of nonalcoholic fatty liver disease, using mice fed with a high-fat diet (HFD) and mice that are genetically obese (ob/ob). Main Methods. Histological staining techniques were used to verify the morphology and quantify the amount of lipid droplets present in the liver. Real-time polymerase chain reaction and immunoblotting were employed for monitoring protein expression and gene expression levels, respectively. Key Finding. The results showed that there was a substantial increase in the amount of lipid droplets in the livers of HFD and ob/ob animals when compared to the standard diet (SD) group. There was an observed reduction in the expression of β-actin (10%), α-tubulin (6%), GAPDH (19%), and RPL3 (15%) genes when comparing the ob/ob group to the HFD group. Additionally, the ob/ob mice displayed GAPDH protein levels that were substantially, but not significantly, reduced when compared to SD. Significance. It was concluded that there are slight differences in the expression levels of reference genes and proteins in these two NAFLD animal models, and researchers should consider these alterations when working with these models.
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Krasnov GS, Kudryavtseva AV, Snezhkina AV, Lakunina VA, Beniaminov AD, Melnikova NV, Dmitriev AA. Pan-Cancer Analysis of TCGA Data Revealed Promising Reference Genes for qPCR Normalization. Front Genet 2019; 10:97. [PMID: 30881377 PMCID: PMC6406071 DOI: 10.3389/fgene.2019.00097] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 01/29/2019] [Indexed: 11/20/2022] Open
Abstract
Quantitative PCR (qPCR) remains the most widely used technique for gene expression evaluation. Obtaining reliable data using this method requires reference genes (RGs) with stable mRNA level under experimental conditions. This issue is especially crucial in cancer studies because each tumor has a unique molecular portrait. The Cancer Genome Atlas (TCGA) project provides RNA-Seq data for thousands of samples corresponding to dozens of cancers and presents the basis for assessment of the suitability of genes as reference ones for qPCR data normalization. Using TCGA RNA-Seq data and previously developed CrossHub tool, we evaluated mRNA level of 32 traditionally used RGs in 12 cancer types, including those of lung, breast, prostate, kidney, and colon. We developed an 11-component scoring system for the assessment of gene expression stability. Among the 32 genes, PUM1 was one of the most stably expressed in the majority of examined cancers, whereas GAPDH, which is widely used as a RG, showed significant mRNA level alterations in more than a half of cases. For each of 12 cancer types, we suggested a pair of genes that are the most suitable for use as reference ones. These genes are characterized by high expression stability and absence of correlation between their mRNA levels. Next, the scoring system was expanded with several features of a gene: mutation rate, number of transcript isoforms and pseudogenes, participation in cancer-related processes on the basis of Gene Ontology, and mentions in PubMed-indexed articles. All the genes covered by RNA-Seq data in TCGA were analyzed using the expanded scoring system that allowed us to reveal novel promising RGs for each examined cancer type and identify several "universal" pan-cancer RG candidates, including SF3A1, CIAO1, and SFRS4. The choice of RGs is the basis for precise gene expression evaluation by qPCR. Here, we suggested optimal pairs of traditionally used RGs for 12 cancer types and identified novel promising RGs that demonstrate high expression stability and other features of reliable and convenient RGs (high expression level, low mutation rate, non-involvement in cancer-related processes, single transcript isoform, and absence of pseudogenes).
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Affiliation(s)
- George S. Krasnov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | | | | | | | | | | | - Alexey A. Dmitriev
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
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7
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Trivedi PJ, Tickle J, Vesterhus MN, Eddowes PJ, Bruns T, Vainio J, Parker R, Smith D, Liaskou E, Thorbjørnsen LW, Hirschfield GM, Auvinen K, Hubscher SG, Salmi M, Adams DH, Weston CJ. Vascular adhesion protein-1 is elevated in primary sclerosing cholangitis, is predictive of clinical outcome and facilitates recruitment of gut-tropic lymphocytes to liver in a substrate-dependent manner. Gut 2018; 67:1135-1145. [PMID: 28428344 PMCID: PMC5969351 DOI: 10.1136/gutjnl-2016-312354] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Accepted: 03/23/2017] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Primary sclerosing cholangitis (PSC) is the classical hepatobiliary manifestation of IBD. This clinical association is linked pathologically to the recruitment of mucosal T cells to the liver, via vascular adhesion protein (VAP)-1-dependent enzyme activity. Our aim was to examine the expression, function and enzymatic activation of the ectoenzyme VAP-1 in patients with PSC. DESIGN We examined VAP-1 expression in patients with PSC, correlated levels with clinical characteristics and determined the functional consequences of enzyme activation by specific enzyme substrates on hepatic endothelium. RESULTS The intrahepatic enzyme activity of VAP-1 was elevated in PSC versus immune-mediated disease controls and non-diseased liver (p<0.001). The adhesion of gut-tropic α4β7+lymphocytes to hepatic endothelial cells in vitro under flow was attenuated by 50% following administration of the VAP-1 inhibitor semicarbazide (p<0.01). Of a number of natural VAP-1 substrates tested, cysteamine-which can be secreted by inflamed colonic epithelium and gut bacteria-was the most efficient (yielded the highest enzymatic rate) and efficacious in its ability to induce expression of functional mucosal addressin cell adhesion molecule-1 on hepatic endothelium. In a prospectively evaluated patient cohort with PSC, elevated serum soluble (s)VAP-1 levels predicted poorer transplant-free survival for patients, independently (HR: 3.85, p=0.003) and additively (HR: 2.02, p=0.012) of the presence of liver cirrhosis. CONCLUSIONS VAP-1 expression is increased in PSC, facilitates adhesion of gut-tropic lymphocytes to liver endothelium in a substrate-dependent manner, and elevated levels of its circulating form predict clinical outcome in patients.
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Affiliation(s)
- Palak J Trivedi
- National Institute of Health Research Birmingham Liver Biomedical Research Centre Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK,Liver Unit, University Hospitals Birmingham Queen Elizabeth, Birmingham, UK
| | - Joseph Tickle
- National Institute of Health Research Birmingham Liver Biomedical Research Centre Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Mette Nåmdal Vesterhus
- Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Norwegian PSC Research Center, Oslo University Hospital Rikshospitalet, Oslo, Norway,National Centre for Ultrasound in Gastroenterology, Haukeland University Hospital, Bergen, Norway
| | - Peter J Eddowes
- National Institute of Health Research Birmingham Liver Biomedical Research Centre Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Tony Bruns
- Department of Internal Medicine IV, University Hospital Jena, Germany,Center for Sepsis Control and Care, University Hospital Jena, Germany
| | | | - Richard Parker
- National Institute of Health Research Birmingham Liver Biomedical Research Centre Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK,Liver Unit, University Hospitals Birmingham Queen Elizabeth, Birmingham, UK
| | | | - Evaggelia Liaskou
- National Institute of Health Research Birmingham Liver Biomedical Research Centre Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Liv Wenche Thorbjørnsen
- Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Norwegian PSC Research Center, Oslo University Hospital Rikshospitalet, Oslo, Norway,National Centre for Ultrasound in Gastroenterology, Haukeland University Hospital, Bergen, Norway
| | - Gideon M Hirschfield
- National Institute of Health Research Birmingham Liver Biomedical Research Centre Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK,Liver Unit, University Hospitals Birmingham Queen Elizabeth, Birmingham, UK
| | - Kaisa Auvinen
- MediCity Research Laboratory, University of Turku, Turku, Finland,Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland
| | - Stefan G Hubscher
- Department of Cellular Pathology, University Hospitals Birmingham Queen Elizabeth, Birmingham, UK
| | - Marko Salmi
- MediCity Research Laboratory, University of Turku, Turku, Finland,Department of Medical Microbiology and Immunology, University of Turku, Turku, Finland
| | - David H Adams
- National Institute of Health Research Birmingham Liver Biomedical Research Centre Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK,Liver Unit, University Hospitals Birmingham Queen Elizabeth, Birmingham, UK
| | - Chris J Weston
- National Institute of Health Research Birmingham Liver Biomedical Research Centre Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
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8
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Parker R, Weston CJ, Miao Z, Corbett C, Armstrong MJ, Ertl L, Ebsworth K, Walters MJ, Baumart T, Newland D, McMahon J, Zhang P, Singh R, Campbell J, Newsome PN, Charo I, Schall TJ, Adams DH. CC chemokine receptor 2 promotes recruitment of myeloid cells associated with insulin resistance in nonalcoholic fatty liver disease. Am J Physiol Gastrointest Liver Physiol 2018; 314:G483-G493. [PMID: 29420066 PMCID: PMC5966749 DOI: 10.1152/ajpgi.00213.2017] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a common disease, closely associated with obesity and insulin resistance. We investigated the presence of a subset of myeloid cells associated with metabolic disturbance in the liver of patients with NAFLD and a murine model of obesity-induced liver disease. Gene and protein expression in liver and serum was investigated with RT-PCR or ELISA and correlated to clinical disease. Liver-infiltrating immune cells were isolated from normal or diseased human liver for flow cytometric analysis. In animal experiments, mice were fed a high-fat diet (60% of calories from fat) for 16 wk, or high-fat diet with 30% fructose for 32 wk to induce steatohepatitis and fibrosis. A small molecule inhibitor of CC chemokine receptor 2 (CCR2), CCX872, was administered to some mice. A subset of CD11c+CD206+ immune cells was enriched in human liver tissue, and greater infiltration was observed in NAFLD. The presence of CD11c+CD206+ myeloid cells correlated with systemic insulin resistance. CD11c+CD206+ cells expressed high levels of CCR2, and liver CC chemokine ligand 2 (CCL2) expression was increased in nonalcoholic steatohepatitis and correlated with disease activity. In mice, CCR2 inhibition reduced infiltration of liver CD11b+CD11c+F4/80+ monocytes, which are functional homologs of human CD11c+CD206+ cells, and improved liver injury and glycemic control. A role for CCR2/CCL2 in human NAFLD has long been postulated. These data confirm a role for this chemokine/receptor axis, through mediating adipose and hepatic infiltration of myeloid cells. Inhibition of CCR2 improved hepatic inflammation and fibrosis in murine models of NAFLD. These data confirm the rationale for targeting CCR2 to treat NAFLD. NEW & NOTEWORTHY These data show for the first time that CD11c+CD206+ myeloid cells, previously associated with human adipose tissue inflammation, infiltrate into liver tissue in nonalcoholic fatty liver disease. These cells express CCR2. Inhibition of CCR2 in mice inhibits hepatic inflammation caused by a murine homolog of these myeloid cells and improves experimental liver disease.
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Affiliation(s)
- Richard Parker
- 1National Institute for Health Research Biomedical Research Unit and Centre for Liver Research, University of Birmingham, Birmingham, United Kingdom
| | - Christopher J. Weston
- 1National Institute for Health Research Biomedical Research Unit and Centre for Liver Research, University of Birmingham, Birmingham, United Kingdom
| | - Zhenhua Miao
- 2ChemoCentryx Incorporated, Mountain View, California
| | - Christopher Corbett
- 1National Institute for Health Research Biomedical Research Unit and Centre for Liver Research, University of Birmingham, Birmingham, United Kingdom
| | - Matthew J. Armstrong
- 1National Institute for Health Research Biomedical Research Unit and Centre for Liver Research, University of Birmingham, Birmingham, United Kingdom
| | - Linda Ertl
- 2ChemoCentryx Incorporated, Mountain View, California
| | | | | | | | - Dale Newland
- 2ChemoCentryx Incorporated, Mountain View, California
| | - Jeff McMahon
- 2ChemoCentryx Incorporated, Mountain View, California
| | - Penglie Zhang
- 2ChemoCentryx Incorporated, Mountain View, California
| | | | | | - Philip N. Newsome
- 1National Institute for Health Research Biomedical Research Unit and Centre for Liver Research, University of Birmingham, Birmingham, United Kingdom
| | - Israel Charo
- 2ChemoCentryx Incorporated, Mountain View, California
| | | | - David H. Adams
- 1National Institute for Health Research Biomedical Research Unit and Centre for Liver Research, University of Birmingham, Birmingham, United Kingdom
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9
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Hu X, Du S, Yu J, Yang X, Yang C, Zhou D, Wang Q, Qin S, Yan X, He L, Han D, Wan C. Common housekeeping proteins are upregulated in colorectal adenocarcinoma and hepatocellular carcinoma, making the total protein a better "housekeeper". Oncotarget 2018; 7:66679-66688. [PMID: 27556505 PMCID: PMC5341829 DOI: 10.18632/oncotarget.11439] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Accepted: 08/09/2016] [Indexed: 01/22/2023] Open
Abstract
Housekeeping proteins are essential endogenous controls for normalization as they are expected to be stably expressed. However, the stability of the expression level of housekeeping proteins needs to be assessed considering various experimental conditions. Our study evaluated the degree of variability of 7 commonly used housekeeping proteins with regard to their potential utility as normalizers in 56 pairs of matched colorectal adenocarcinoma (CRC) tissue samples and 6 pairs of hepatocellular carcinoma (HCC) tissue samples using multiple reaction monitoring (MRM) and Western blot analyses. A comprehensive experimental design and strict statistical analysis revealed that the expression levels of these 7 housekeeping proteins were not as stable as expected and they all exhibited upregulations to varying degrees in both the CRC and the HCC tissue samples. Consequently, we verified that using the amount of total protein instead of that of an individual protein can serve as a preferable control for studies of protein expression that require normalization.
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Affiliation(s)
- Xiaowen Hu
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
| | - Shujiao Du
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
| | - Jiekai Yu
- Cancer Institute, Key Laboratory of Cancer Prevention and Intervention, The Second Affiliated Hospital, Zhejiang University, College of Medicine, Hangzhou, Zhejiang, 310009, PR China
| | - Xuhan Yang
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
| | - Chao Yang
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
| | - Daizhan Zhou
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
| | - Qingyu Wang
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
| | - Shengying Qin
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
| | - Xiaomei Yan
- School of Life Science and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, PR China
| | - Lin He
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
| | - Dongmei Han
- Instrumental Analysis Center, Shanghai Jiao Tong University, Shanghai, 200240, PR China
| | - Chunling Wan
- Bio-X Institutes, Key Laboratory for The Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, 200030, PR China
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10
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Zhao X, Fu J, Jiang L, Zhang W, Shao Y, Jin C, Xiong J, Li C. Transcriptome-based identification of the optimal reference genes as internal controls for quantitative RT-PCR in razor clam (Sinonovacula constricta). Genes Genomics 2018; 40:603-613. [PMID: 29892942 DOI: 10.1007/s13258-018-0661-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 01/18/2018] [Indexed: 12/28/2022]
Abstract
Quantitative real-time PCR (qRT-PCR) is a standard method to measure gene expression in function exploring. Accurate and reproducible data of qRT-PCR requires appropriate reference genes, which are stably expressed under different experimental conditions. However, no housekeeping genes were validated as internal controls for qRT-PCR in Sinonovacula constricta. In this study, we classified the transcriptome data of two tissues for Vibrio infection and Cd2+ stress into ten clusters based on the gene expression patterns. Among them, cluster 5 had the most stable gene expression patterns regardless of tissues and treatments as the database for candidate reference genes. A total of 55 orthologs of classical housekeeping genes in the clam transcriptome were annotated. Combined the expression profiles and housekeeping genes in S. constricta, we chose eight candidate reference genes and validated their expression in Vibrio-infected samples and different tissues by qRT-PCR. Their expression stability was analyzed by three different algorithms geNorm, NormFinder and BestKeeper. Although the rank of the eight candidate reference genes is different in different treatments using different software, RS9 could be the best reference genes for normalization of qRT-PCR expression data in S. constricta under various treatments considering the above analysis. Meanwhile, the ranking of genes based on the CV values of transcriptomic data was similar to the validation results. This study provides for the first time a list of suitable reference genes for S. constricta and a valuable resource for further studies of clam immune defense systems.
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Affiliation(s)
- Xuelin Zhao
- School of Marine Sciences, Ningbo University, 818 Fenghua Road, Ningbo, Zhejiang, 315211, People's Republic of China
| | - Jianping Fu
- School of Marine Sciences, Ningbo University, 818 Fenghua Road, Ningbo, Zhejiang, 315211, People's Republic of China
| | - Liting Jiang
- School of Marine Sciences, Ningbo University, 818 Fenghua Road, Ningbo, Zhejiang, 315211, People's Republic of China
| | - Weiwei Zhang
- School of Marine Sciences, Ningbo University, 818 Fenghua Road, Ningbo, Zhejiang, 315211, People's Republic of China
| | - Yina Shao
- School of Marine Sciences, Ningbo University, 818 Fenghua Road, Ningbo, Zhejiang, 315211, People's Republic of China
| | - Chunhua Jin
- School of Marine Sciences, Ningbo University, 818 Fenghua Road, Ningbo, Zhejiang, 315211, People's Republic of China
| | - Jinbo Xiong
- School of Marine Sciences, Ningbo University, 818 Fenghua Road, Ningbo, Zhejiang, 315211, People's Republic of China
| | - Chenghua Li
- School of Marine Sciences, Ningbo University, 818 Fenghua Road, Ningbo, Zhejiang, 315211, People's Republic of China.
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11
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Udali S, Castagna A, Corbella M, Ruzzenente A, Moruzzi S, Mazzi F, Campagnaro T, De Santis D, Franceschi A, Pattini P, Gottardo R, Olivieri O, Perbellini L, Guglielmi A, Choi SW, Girelli D, Friso S. Hepcidin and DNA promoter methylation in hepatocellular carcinoma. Eur J Clin Invest 2018; 48:e12870. [PMID: 29235098 DOI: 10.1111/eci.12870] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 12/05/2017] [Indexed: 02/06/2023]
Abstract
BACKGROUND The liver hormone hepcidin regulates iron homoeostasis that is often altered in hepatocellular carcinoma (HCC). Epigenetic phenomena control gene expression through a dynamic fashion; therefore, considering the plasticity of both iron homoeostasis and epigenetic mechanisms and their role in liver carcinogenesis, we investigated whether hepcidin gene (HAMP) expression is modulated by DNA methylation, thus affecting iron status in human HCC. MATERIALS AND METHODS Thirty-two patients affected by nonviral HCC were enrolled, and their main clinical and biochemical characteristics were obtained. Neoplastic and homologous non-neoplastic liver tissues were analysed for HAMP promoter DNA methylation, for HAMP gene expression and for iron content. An in vitro demethylation assay with a human hepatocarcinoma cell line was performed to evaluate the role of DNA methylation on HAMP transcriptional repression. RESULTS Gene expression and DNA methylation analyses on tissues showed that HAMP was transcriptionally repressed in HCC tissues consensually with a promoter hypermethylation. Furthermore, patients with HCC had low serum hepcidin concentrations, and HCC tissues had relative iron depletion as compared to non-neoplastic liver tissues. The cell culture model showed the functional role of DNA hypermethylation by downregulating HAMP gene expression. Through a quantitative methylation analysis on HCC tissues, we then proved that methylation at definite CpG sites within consensus sequences for specific transcription factors is possibly the mechanism underlying HAMP repression. CONCLUSIONS This study highlights a novel role for HAMP downregulation through DNA promoter hypermethylation and emphasises the significance of epigenetics in the regulation of iron metabolism in HCC.
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Affiliation(s)
- Silvia Udali
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Annalisa Castagna
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Michela Corbella
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Andrea Ruzzenente
- Division of General and Hepatobiliary Surgery, Department of Surgery, University of Verona School of Medicine, Verona, Italy
| | - Sara Moruzzi
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Filippo Mazzi
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Tommaso Campagnaro
- Division of General and Hepatobiliary Surgery, Department of Surgery, University of Verona School of Medicine, Verona, Italy
| | - Domenica De Santis
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Antonia Franceschi
- Unit of Occupational Medicine, Department of Diagnostics and Public Health, University of Verona School of Medicine, Verona, Italy
| | - Patrizia Pattini
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Rossella Gottardo
- Unit of Forensic Medicine, Department of Diagnostics and Public Health, University of Verona School of Medicine, Verona, Italy
| | - Oliviero Olivieri
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Luigi Perbellini
- Unit of Occupational Medicine, Department of Diagnostics and Public Health, University of Verona School of Medicine, Verona, Italy
| | - Alfredo Guglielmi
- Division of General and Hepatobiliary Surgery, Department of Surgery, University of Verona School of Medicine, Verona, Italy
| | - Sang-Woon Choi
- Tufts University School of Nutrition Science and Policy, Boston, MA, USA.,Chaum Life Center, CHA University, Seoul, Korea
| | - Domenico Girelli
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
| | - Simonetta Friso
- Department of Medicine, University of Verona School of Medicine, Verona, Italy
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12
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Selection of internal references for qRT-PCR assays of human hepatocellular carcinoma cell lines. Biosci Rep 2017; 37:BSR20171281. [PMID: 29180379 PMCID: PMC5741833 DOI: 10.1042/bsr20171281] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Revised: 11/24/2017] [Accepted: 11/27/2017] [Indexed: 12/13/2022] Open
Abstract
Selecting internal references is important for normalizing the loading quantity of samples in quantitative reverse-transcription PCR (qRT-PCR). In the present study, a systematic evaluation of reference genes among nine hepatocellular carcinoma (HCC) cell lines was conducted. After screening the microarray assay data of ten HCC cell lines, 19 candidate reference genes were preselected and then evaluated by qRT-PCR, together with ACTB, GAPDH, HPRT1 and TUBB The expression evenness of these candidate genes was evaluated using RefFinder. The stabilities of the reference genes were further evaluated under different experimental perturbations in Huh-7 and MHCC-97L, and the applicability of the reference genes was assessed by measuring the mRNA expression of CCND1, CCND3, CDK4 and CDK6 under sorafenib treatment in Huh-7. Results showed that TFG and SFRS4 are among the most reliable reference genes, and ACTB ranks third and acts quite well as a classical choice, whereas GAPDH, HPRT1 and TUBB are not proper reference genes in qRT-PCR assays among the HCC cell lines. SFRS4, YWHAB, SFRS4 and CNPY3 are the most stable reference genes of the MHCC-97L under the perturbations of chemotherapy, oxidative stress, starvation and hypoxia respectively, whereas YWHAB is the most stable one of Huh-7 under all perturbations. GAPDH is recommended as a reference gene under chemotherapy perturbations. YWHAB and UBE2B, TMED2 and TSFM, and GAPDH and TSFM are the two best reference genes under oxidative stress, starvation and hypoxia perturbations respectively. TSFM is stable in both cell lines across all the perturbations.
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13
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Bonnas C, Wüstefeld L, Winkler D, Kronstein-Wiedemann R, Dere E, Specht K, Boxberg M, Tonn T, Ehrenreich H, Stadler H, Sillaber I. EV-3, an endogenous human erythropoietin isoform with distinct functional relevance. Sci Rep 2017; 7:3684. [PMID: 28623280 PMCID: PMC5473850 DOI: 10.1038/s41598-017-03167-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Accepted: 04/25/2017] [Indexed: 01/14/2023] Open
Abstract
Generation of multiple mRNAs by alternative splicing is well known in the group of cytokines and has recently been reported for the human erythropoietin (EPO) gene. Here, we focus on the alternatively spliced EPO transcript characterized by deletion of exon 3 (hEPOΔ3). We show co-regulation of EPO and hEPOΔ3 in human diseased tissue. The expression of hEPOΔ3 in various human samples was low under normal conditions, and distinctly increased in pathological states. Concomitant up-regulation of hEPOΔ3 and EPO in response to hypoxic conditions was also observed in HepG2 cell cultures. Using LC-ESI-MS/MS, we provide first evidence for the existence of hEPOΔ3 derived protein EV-3 in human serum from healthy donors. Contrary to EPO, recombinant EV-3 did not promote early erythroid progenitors in cultures of human CD34+ haematopoietic stem cells. Repeated intraperitoneal administration of EV-3 in mice did not affect the haematocrit. Similar to EPO, EV-3 acted anti-apoptotic in rat hippocampal neurons exposed to oxygen-glucose deprivation. Employing the touch-screen paradigm of long-term visual discrimination learning, we obtained first in vivo evidence of beneficial effects of EV-3 on cognition. This is the first report on the presence of a naturally occurring EPO protein isoform in human serum sharing non-erythropoietic functions with EPO.
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Affiliation(s)
| | - Liane Wüstefeld
- Clinical Neuroscience, Max Planck Institute of Experimental Medicine and DFG Research Center for Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), Göttingen, Germany
| | - Daniela Winkler
- Clinical Neuroscience, Max Planck Institute of Experimental Medicine and DFG Research Center for Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), Göttingen, Germany
| | - Romy Kronstein-Wiedemann
- German Red Cross Blood Donor Service North-East, Institute of Transfusion Medicine, Dresden, Germany
| | - Ekrem Dere
- Clinical Neuroscience, Max Planck Institute of Experimental Medicine and DFG Research Center for Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), Göttingen, Germany
| | - Katja Specht
- Institute of Pathology, Technische Universität München, Munich, Germany
| | - Melanie Boxberg
- Institute of Pathology, Technische Universität München, Munich, Germany
| | - Torsten Tonn
- German Red Cross Blood Donor Service North-East, Institute of Transfusion Medicine, Dresden, Germany
- Department of Experimental Transfusion Medicine, Medical Faculty Carl Gustav Carus, Technische Universität Desden, Dresden, Germany
| | - Hannelore Ehrenreich
- Clinical Neuroscience, Max Planck Institute of Experimental Medicine and DFG Research Center for Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), Göttingen, Germany
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14
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Robichaux S, Lacour N, Bagby GJ, Amedee AM. Validation of RPS13 as a reference gene for absolute quantification of SIV RNA in tissue of rhesus macaques. J Virol Methods 2016; 236:245-251. [PMID: 27510462 PMCID: PMC5010941 DOI: 10.1016/j.jviromet.2016.08.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Revised: 08/02/2016] [Accepted: 08/02/2016] [Indexed: 01/08/2023]
Abstract
Persistent HIV reservoirs and the absolute quantification of viral RNA copies in tissues have become a prominent focus of multiple areas ofHIV/SIV research. Absolute quantification of viral RNA via reverse transcription, quantitative PCR (RT-qPCR) necessitates the use of an appropriate RNA reference gene whose expression is unaffected by both experimental and confounding conditions. In this study, we demonstrate the utility of ribosomal protein S13 mRNA (RPS13) as a stable, medium abundance reference gene for RT-qPCR normalization of HIV/SIV RNA copy number. We developed a RPS13 RNA standard assay utilizing an in vitro RNA transcript for normalization of absolute SIV RNA quantities in tissues reservoirs. The RT-qPCR assay showed a high degree of repeatability and reproducibility across RNA levels appropriate for absolute SIV quantification. In assessing the utility of RPS13 as a reference gene, limited variation in the absolute, inter-tissue quantities of RPS13 mRNA was observed within multiple tissue samples obtained from rhesus macaques (average CV=2.86%). We demonstrate rhesus macaque RPS13 mRNA expression is not affected by alcohol administration, SIV infection, or antiviral therapy (PMPA/FTC). Additionally, assay functionality was validated for normalization of SIV copy number using cellular RNA prepared from samples of variable RNA integrity. RPS13 is a suitable reference gene for normalization of absolute SIV RNA quantities in tissues and is most appropriate for intra-tissue or similar tissue type comparisons of SIV copy number.
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Affiliation(s)
- Spencer Robichaux
- Louisiana State University Health Sciences Center, New Orleans, United States
| | - Nedra Lacour
- Louisiana State University Health Sciences Center, New Orleans, United States
| | - Gregory J Bagby
- Louisiana State University Health Sciences Center, New Orleans, United States
| | - Angela M Amedee
- Louisiana State University Health Sciences Center, New Orleans, United States.
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15
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Zhang ZH, Liu XQ, Zhang C, He W, Wang H, Chen YH, Liu XJ, Chen X, Xu DX. Tlr4-mutant mice are resistant to acute alcohol-induced sterol-regulatory element binding protein activation and hepatic lipid accumulation. Sci Rep 2016; 6:33513. [PMID: 27627966 PMCID: PMC5024165 DOI: 10.1038/srep33513] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2015] [Accepted: 08/30/2016] [Indexed: 12/20/2022] Open
Abstract
Previous studies demonstrated that acute alcohol intoxication caused hepatic lipid accumulation. The present study showed that acute alcohol intoxication caused hepatic lipid accumulation in Tlr4-wild-type mice but not in Tlr4-mutant mice. Hepatic sterol-regulatory element binding protein (SREBP)-1, a transcription factor regulating fatty acid and triglyceride (TG) synthesis, was activated in alcohol-treated Tlr4-wild-type mice but not in Tlr4-mutant mice. Hepatic Fas, Acc, Scd-1 and Dgat-2, the key genes for fatty acid and TG synthesis, were up-regulated in alcohol-treated Tlr4-wild-type mice but not in Tlr4-mutant mice. Additional experiment showed that hepatic MyD88 was elevated in alcohol-treated Tlr4-wild-type mice but not in Tlr4-mutant mice. Hepatic NF-κB was activated in alcohol-treated Tlr4-wild-type mice but not in Tlr4-mutant mice. Moreover, hepatic GSH content was reduced and hepatic MDA level was elevated in alcohol-treated Tlr4-wild-type mice but not in Tlr4-mutant mice. Hepatic CYP2E1 was elevated in alcohol-treated Tlr4-wild-type mice but not in Tlr4-mutant mice. Hepatic p67phox and gp91phox, two NADPH oxidase subunits, were up-regulated in alcohol-treated Tlr4-wild-type mice but not in Tlr4-mutant mice. Alpha-phenyl-N-t-butylnitrone (PBN), a free radical spin-trapping agent, protected against alcohol-induced hepatic SREBP-1 activation and hepatic lipid accumulation. In conclusion, Tlr4-mutant mice are resistant to acute alcohol-induced hepatic SREBP-1 activation and hepatic lipid accumulation.
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Affiliation(s)
- Zhi-Hui Zhang
- Department of Toxicology, Anhui Medical University, Hefei, 230032, China
| | - Xiao-Qian Liu
- Department of Toxicology, Anhui Medical University, Hefei, 230032, China
| | - Cheng Zhang
- Department of Toxicology, Anhui Medical University, Hefei, 230032, China
| | - Wei He
- First Affiliated Hospital, Anhui Medical University, Hefei, 230032, China
| | - Hua Wang
- Department of Toxicology, Anhui Medical University, Hefei, 230032, China
| | - Yuan-Hua Chen
- Department of Toxicology, Anhui Medical University, Hefei, 230032, China
| | - Xiao-Jing Liu
- First Affiliated Hospital, Anhui Medical University, Hefei, 230032, China
| | - Xi Chen
- First Affiliated Hospital, Anhui Medical University, Hefei, 230032, China
| | - De-Xiang Xu
- Department of Toxicology, Anhui Medical University, Hefei, 230032, China
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16
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Xu T, Shen X, Seyfert HM. Stearoyl-CoA desaturase 1 expression is downregulated in liver and udder during E. coli mastitis through enhanced expression of repressive C/EBP factors and reduced expression of the inducer SREBP1A. BMC Mol Biol 2016; 17:16. [PMID: 27439381 PMCID: PMC4955114 DOI: 10.1186/s12867-016-0069-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 07/13/2016] [Indexed: 01/21/2023] Open
Abstract
Background Stearoyl-CoA desaturase 1 (SCD1) desaturates long chain fatty acids and is therefore a key enzyme in fat catabolism. Its synthesis is downregulated in liver during illnesses caused by high levels of circulating lipopolysaccharide (LPS). SCD1 expression is known to be stimulated under adipogenic conditions through a variety of transcription factors, notably SREBP1 and C/EBPα and −β. However, mechanisms downregulating SCD1 expression during illness related reprograming of the metabolism were unknown. Escherichia coli elicited mastitis is an example of such a condition and was found to downregulates milk and milk fat synthesis. This is in part mediated through epigenetic mechanisms. We analyzed here mechanism controlling SCD1 expression in livers and udders from cows suffering from experimentally induced E. coli mastitis. Results We validated with RT-qPCR that SCD1 expression was reduced in these organs of the experimental cows. They also featured decreased levels of mRNAs encoding SREBP1a but increased levels for C/EBP α and −β. Chromatin accessibility PCR (CHART) revealed that downregulation of SCD1 expression in liver was not caused by tighter chromatin compaction of the SCD1 promoter. Reporter gene analyses showed in liver (HepG2) and mammary epithelial (MAC-T) model cells that overexpression of SREBP1a expectedly activated the promoter, while unexpectedly C/EBPα and −β strongly quenched the promoter activity. Abrogation of two from among of the three C/EBP DNA-binding motifs of the promoter revealed that C/EBPα acts in cis but C/EBPβ in trans. Overexpressing truncated C/EBPα or −β factors lacking their repressive domains confirmed in both model cells the direct action of C/EBPα, but not of C/EBPβ on the promoter. Conclusions We found no evidence that epigenetic mechanism remodeling the chromatin compaction of the SCD1 promoter would contribute to downregulate SCD1 expression during infection. Instead, our data show for the first time that C/EBP factors may repress SCD1 expression in liver and udder rather than stimulating as it was previously shown in adipocytes. This cell type specific dual and opposite function of C/EBP factors for regulating SCD1 expression was previously unknown. Infection related activation of their expression combined with downregulated expression of SREBP1a explains reduced SCD1 expression in liver and udder during acute mastitis. Electronic supplementary material The online version of this article (doi:10.1186/s12867-016-0069-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tianle Xu
- Leibniz Institute for Farm Animal Biology, Institute for Genome Biology, Wilhelm-Stahl-Allee 2, 18196, Dummerstorf, Germany.,College of Veterinary Medicine, Nanjing Agricultural University, Weigang 1, Nanjing, 210095, People's Republic of China
| | - Xiangzhen Shen
- College of Veterinary Medicine, Nanjing Agricultural University, Weigang 1, Nanjing, 210095, People's Republic of China
| | - Hans-Martin Seyfert
- Leibniz Institute for Farm Animal Biology, Institute for Genome Biology, Wilhelm-Stahl-Allee 2, 18196, Dummerstorf, Germany.
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17
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Zhu R, Baker SS, Moylan CA, Abdelmalek MF, Guy CD, Zamboni F, Wu D, Lin W, Liu W, Baker RD, Govindarajan S, Cao Z, Farci P, Diehl AM, Zhu L. Systematic transcriptome analysis reveals elevated expression of alcohol-metabolizing genes in NAFLD livers. J Pathol 2016; 238:531-542. [DOI: 10.1002/path.4650] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Affiliation(s)
- Ruixin Zhu
- Department of Bioinformatics; Tongji University; Shanghai China
| | - Susan S Baker
- Digestive Diseases and Nutrition Center, Department of Pediatrics; The State University of New York at Buffalo; Buffalo New York USA
| | - Cynthia A Moylan
- Division of Gastroenterology and Hepatology, Department of Medicine; Duke University; Durham North Carolina USA
- Division of Gastroenterology and Hepatology, Department of Medicine; Durham Veterans Affairs Medical Center; Durham North Carolina USA
| | - Manal F Abdelmalek
- Division of Gastroenterology and Hepatology, Department of Medicine; Duke University; Durham North Carolina USA
| | - Cynthia D Guy
- Department of Pathology; Duke University; Durham North Carolina USA
| | - Fausto Zamboni
- Liver Transplantation Center; Brotzu Hospital; 09134 Cagliari Italy
| | - Dingfeng Wu
- Department of Bioinformatics; Tongji University; Shanghai China
| | - Weili Lin
- Department of Bioinformatics; Tongji University; Shanghai China
| | - Wensheng Liu
- Digestive Diseases and Nutrition Center, Department of Pediatrics; The State University of New York at Buffalo; Buffalo New York USA
| | - Robert D Baker
- Digestive Diseases and Nutrition Center, Department of Pediatrics; The State University of New York at Buffalo; Buffalo New York USA
| | - Sugantha Govindarajan
- Department of Pathology; University of Southern California; Los Angeles California USA
| | - Zhiwei Cao
- Department of Bioinformatics; Tongji University; Shanghai China
| | - Patrizia Farci
- Laboratory of Infectious Diseases; National Institute of Allergy and Infectious Diseases, National Institutes of Health; Bethesda Maryland USA
| | - Anna Mae Diehl
- Division of Gastroenterology and Hepatology, Department of Medicine; Duke University; Durham North Carolina USA
| | - Lixin Zhu
- Digestive Diseases and Nutrition Center, Department of Pediatrics; The State University of New York at Buffalo; Buffalo New York USA
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18
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White HM, Carvalho ER, Koser SL, Schmelz-Roberts NS, Pezzanite LM, Slabaugh AC, Doane PH, Donkin SS. Short communication: Regulation of hepatic gluconeogenic enzymes by dietary glycerol in transition dairy cows. J Dairy Sci 2015; 99:812-7. [PMID: 26547649 DOI: 10.3168/jds.2015-9953] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 08/21/2015] [Indexed: 11/19/2022]
Abstract
Nutritional status and glucose precursors are known regulators of gluconeogenic gene expression. Glycerol can replace corn in diets fed to dairy cows and use of glycerol is linked to increased rumen propionate production. The effect of dietary glycerol on the regulation of gluconeogenic enzymes is unknown. The objective of this study was to examine the effect of glycerol on expression of pyruvate carboxylase (PC), cytosolic and mitochondrial phosphoenolpyruvate carboxykinase (PEPCK-C and PEPCK-M), and glucose-6-phosphatase. Twenty-six multiparous Holstein cows were fed either a control diet or a diet where high-moisture corn was replaced by glycerol from -28 through +56 d relative to calving (DRTC). Liver tissue was collected via percutaneous liver biopsy at -28, -14, +1, +14, +28, and +56 DRTC for RNA analysis. Expression of PC mRNA increased 6-fold at +1 and 4-fold at +14 DRTC relative to precalving levels. Dietary glycerol did not alter expression of PC mRNA expression. Expression of PEPCK-C increased 2.5-fold at +14 and 3-fold at +28 DRTC compared with +1 DRTC. Overall, dietary glycerol increased PEPCK-C expression compared with that of cows fed control diets. The ratio of PC to PEPCK-C was increased 6.3-fold at +1 DRTC compared with precalving and tended to be decreased in cows fed glycerol. We detected no effect of diet or DRTC on PEPCK-M or glucose-6-phosphatase mRNA, and there were no interactions of dietary treatment and DRTC for any transcript measured. Substituting corn with glycerol increased the expression of PEPCK-C mRNA during transition to lactation and suggests that dietary energy source alters hepatic expression. The observed increase in PEPCK-C expression with glycerol feeding may indicate regulation of hepatic gene expression by changes in rumen propionate production.
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Affiliation(s)
- H M White
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907
| | - E R Carvalho
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907
| | - S L Koser
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907
| | | | - L M Pezzanite
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907
| | - A C Slabaugh
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907
| | - P H Doane
- Archer Daniels Midland Company, Decatur, IL 62521
| | - S S Donkin
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907.
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19
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Chang G, Xu T, Brand B, Petzl W, Shen X, Seyfert HM. Three promoters with different tissue specificity and pathogen inducibility express the toll-like-receptor 2 (TLR2)-encoding gene in cattle. Vet Immunol Immunopathol 2015; 167:57-63. [DOI: 10.1016/j.vetimm.2015.07.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Revised: 06/17/2015] [Accepted: 07/03/2015] [Indexed: 12/25/2022]
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20
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GCDCA down-regulates gene expression by increasing Sp1 binding to the NOS-3 promoter in an oxidative stress dependent manner. Biochem Pharmacol 2015; 96:39-51. [DOI: 10.1016/j.bcp.2015.04.017] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 04/23/2015] [Indexed: 01/26/2023]
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21
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Udali S, Guarini P, Ruzzenente A, Ferrarini A, Guglielmi A, Lotto V, Tononi P, Pattini P, Moruzzi S, Campagnaro T, Conci S, Olivieri O, Corrocher R, Delledonne M, Choi SW, Friso S. DNA methylation and gene expression profiles show novel regulatory pathways in hepatocellular carcinoma. Clin Epigenetics 2015; 7:43. [PMID: 25945129 PMCID: PMC4419480 DOI: 10.1186/s13148-015-0077-1] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Accepted: 03/26/2015] [Indexed: 12/30/2022] Open
Abstract
Background Alcohol is a well-known risk factor for hepatocellular carcinoma (HCC), but the mechanisms underlying the alcohol-related hepatocarcinogenesis are still poorly understood. Alcohol alters the provision of methyl groups within the hepatic one-carbon metabolism, possibly inducing aberrant DNA methylation. Whether specific pathways are epigenetically regulated in alcohol-associated HCC is, however, unknown. The aim of the present study was to investigate the genome-wide promoter DNA methylation and gene expression profiles in non-viral, alcohol-associated HCC. From eight HCC patients undergoing curative surgery, array-based DNA methylation and gene expression data of all annotated genes were analyzed by comparing HCC tissue and homologous cancer-free liver tissue. Results After merging the DNA methylation with gene expression data, we identified 159 hypermethylated-repressed, 30 hypomethylated-induced, 49 hypermethylated-induced, and 56 hypomethylated-repressed genes. Notably, promoter DNA methylation emerged as a novel regulatory mechanism for the transcriptional repression of genes controlling the retinol metabolism (ADH1A, ADH1B, ADH6, CYP3A43, CYP4A22, RDH16), iron homeostasis (HAMP), one-carbon metabolism (SHMT1), and genes with a putative, newly identified function as tumor suppressors (FAM107A, IGFALS, MT1G, MT1H, RNF180). Conclusions A genome-wide DNA methylation approach merged with array-based gene expression profiles allowed identifying a number of novel, epigenetically regulated candidate tumor-suppressor genes in alcohol-associated hepatocarcinogenesis. Retinol metabolism genes and SHMT1 are also epigenetically regulated through promoter DNA methylation in alcohol-associated HCC. Due to the reversibility of epigenetic mechanisms by environmental/nutritional factors, these findings may open up to novel interventional strategies for hepatocarcinogenesis prevention in HCC related to alcohol, a modifiable dietary component. Electronic supplementary material The online version of this article (doi:10.1186/s13148-015-0077-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Silvia Udali
- Department of Medicine, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Patrizia Guarini
- Department of Medicine, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Andrea Ruzzenente
- Department of Surgery, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Alberto Ferrarini
- Department of Biotechnology, Genetics and Heredity Section, University of Verona School of Agroindustrial Biotechnology, Ca' Vignal 1, Strada Le Grazie 15, 37134 Verona, Italy
| | - Alfredo Guglielmi
- Department of Surgery, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Valentina Lotto
- Department of Medicine, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Paola Tononi
- Department of Biotechnology, Genetics and Heredity Section, University of Verona School of Agroindustrial Biotechnology, Ca' Vignal 1, Strada Le Grazie 15, 37134 Verona, Italy
| | - Patrizia Pattini
- Department of Medicine, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Sara Moruzzi
- Department of Medicine, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Tommaso Campagnaro
- Department of Surgery, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Simone Conci
- Department of Surgery, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Oliviero Olivieri
- Department of Medicine, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Roberto Corrocher
- Department of Medicine, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
| | - Massimo Delledonne
- Department of Biotechnology, Genetics and Heredity Section, University of Verona School of Agroindustrial Biotechnology, Ca' Vignal 1, Strada Le Grazie 15, 37134 Verona, Italy
| | - Sang-Woon Choi
- Friedman School of Nutrition Science and Policy Tufts University, 150 Harrison Ave, Boston, MA 02111 USA ; Chaum Life Center, CHA University, 4-1, Cheongdam-dong, Gangnam-gu, 135-948 Seoul, Korea
| | - Simonetta Friso
- Department of Medicine, University of Verona School of Medicine, Policlinico 'G.B. Rossi', P.le L.A. Scuro, 10, 37134 Verona, Italy
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Lake AD, Novak P, Shipkova P, Aranibar N, Robertson DG, Reily MD, Lehman-McKeeman LD, Vaillancourt RR, Cherrington NJ. Branched chain amino acid metabolism profiles in progressive human nonalcoholic fatty liver disease. Amino Acids 2015; 47:603-15. [PMID: 25534430 PMCID: PMC4329055 DOI: 10.1007/s00726-014-1894-9] [Citation(s) in RCA: 154] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2014] [Accepted: 12/03/2014] [Indexed: 02/07/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a globally widespread disease of increasing clinical significance. The pathological progression of the disease from simple steatosis to nonalcoholic steatohepatitis (NASH) has been well defined, however, the contribution of altered branched chain amino acid metabolomic profiles to the progression of NAFLD is not known. The three BCAAs: leucine, isoleucine and valine are known to mediate activation of several important hepatic metabolic signaling pathways ranging from insulin signaling to glucose regulation. The purpose of this study is to profile changes in hepatic BCAA metabolite levels with transcriptomic changes in the progression of human NAFLD to discover novel mechanisms of disease progression. Metabolomic and transcriptomic data sets representing the spectrum of human NAFLD (normal, steatosis, NASH fatty, and NASH not fatty livers) were utilized for this study. During the transition from steatosis to NASH, increases in the levels of leucine (127% of normal), isoleucine (139%), and valine (147%) were observed. Carnitine metabolites also exhibited significantly elevated profiles in NASH fatty and NASH not fatty samples and included propionyl, hexanoyl, lauryl, acetyl and butyryl carnitine. Amino acid and BCAA metabolism gene sets were significantly enriched among downregulated genes during NASH. These cumulative alterations in BCAA metabolite and amino acid metabolism gene profiles represent adaptive physiological responses to disease-induced hepatic stress in NASH patients.
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Affiliation(s)
- April D. Lake
- Department of Pharmacology and Toxicology, The University of Arizona, 1703 East Mabel St, PO Box 210207, Tucson, AZ 85721, USA
| | - Petr Novak
- Biology Centre ASCR, Institute of Plant Molecular Biology, České Budějovice, Czech Republic
| | - Petia Shipkova
- Bristol-Myers Squibb Co, Pharmaceutical Candidate Optimization, Princeton, NJ, USA
| | - Nelly Aranibar
- Bristol-Myers Squibb Co, Pharmaceutical Candidate Optimization, Princeton, NJ, USA
| | - Donald G. Robertson
- Bristol-Myers Squibb Co, Pharmaceutical Candidate Optimization, Princeton, NJ, USA
| | - Michael D. Reily
- Bristol-Myers Squibb Co, Pharmaceutical Candidate Optimization, Princeton, NJ, USA
| | | | - Richard R. Vaillancourt
- Department of Pharmacology and Toxicology, The University of Arizona, 1703 East Mabel St, PO Box 210207, Tucson, AZ 85721, USA
| | - Nathan J. Cherrington
- Department of Pharmacology and Toxicology, The University of Arizona, 1703 East Mabel St, PO Box 210207, Tucson, AZ 85721, USA
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A snapshot of the hepatic transcriptome: ad libitum alcohol intake suppresses expression of cholesterol synthesis genes in alcohol-preferring (P) rats. PLoS One 2014; 9:e110501. [PMID: 25542004 PMCID: PMC4277277 DOI: 10.1371/journal.pone.0110501] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Accepted: 09/15/2014] [Indexed: 12/15/2022] Open
Abstract
Research is uncovering the genetic and biochemical effects of consuming large quantities of alcohol. One prime example is the J- or U-shaped relationship between the levels of alcohol consumption and the risk of atherosclerotic cardiovascular disease. Moderate alcohol consumption in humans (about 30 g ethanol/d) is associated with reduced risk of coronary heart disease, while abstinence and heavier alcohol intake is linked to increased risk. However, the hepatic consequences of moderate alcohol drinking are largely unknown. Previous data from alcohol-preferring (P) rats showed that chronic consumption does not produce significant hepatic steatosis in this well-established model. Therefore, free-choice alcohol drinking in P rats may mimic low risk or nonhazardous drinking in humans, and chronic exposure in P animals can illuminate the molecular underpinnings of free-choice drinking in the liver. To address this gap, we captured the global, steady-state liver transcriptome following a 23 week free-choice, moderate alcohol consumption regimen (∼ 7.43 g ethanol/kg/day) in inbred alcohol-preferring (iP10a) rats. Chronic consumption led to down-regulation of nine genes in the cholesterol biosynthesis pathway, including HMG-CoA reductase, the rate-limiting step for cholesterol synthesis. These findings corroborate our phenotypic analyses, which indicate that this paradigm produced animals whose hepatic triglyceride levels, cholesterol levels and liver histology were indistinguishable from controls. These findings explain, at least in part, the J- or U-shaped relationship between cardiovascular risk and alcohol intake, and provide outstanding candidates for future studies aimed at understanding the mechanisms that underlie the salutary cardiovascular benefits of chronic low risk and nonhazardous alcohol intake.
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McCann CC, Viner ME, Donkin SS, White HM. Hepatic patatin-like phospholipase domain-containing protein 3 sequence, single nucleotide polymorphism presence, protein confirmation, and responsiveness to energy balance in dairy cows. J Dairy Sci 2014; 97:5167-75. [PMID: 24931521 DOI: 10.3168/jds.2014-7910] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Accepted: 05/02/2014] [Indexed: 12/24/2022]
Abstract
Patatin-like phospholipase domain-containing protein 3 (PNPLA3), commonly known as adiponutrin, is part of a novel subfamily of triglyceride lipase enzymes with potential effects on triglyceride metabolism in adipose and hepatic tissues. The predicted bovine PNPLA3 sequence has been identified, but expression of the gene had not been examined. The objectives of this study were to confirm the predicted bovine PNPLA3 gene sequence, determine expression of the bovine PNPLA3 gene in response to whole-animal energy balance, identify single nucleotide polymorphisms present in dairy cows, and verify the presence of the protein in the liver. Using liver biopsy samples collected from cows at +28d relative to calving (DRTC), RNA was isolated and used to generate a cDNA template for amplification of the entire predicted coding sequence of PNPLA3 via PCR. To determine if energy balance alters the expression of PNPLA3, RNA was isolated and mRNA expression quantified in liver samples from mid-lactation cows after a 5-d ad libitum period (n=5) and after a subsequent 5-d 50% feed restriction period (n=5), and in samples collected from cows at -14, +1, +14, and +28 DRTC (n=16). The presence of PNPLA3 protein was detected by Western blot in liver protein samples collected at +28 DRTC. Expression of hepatic PNPLA3 was decreased after a period of feed restriction (8.14 vs. 1.08±2.17 arbitrary units, ad libitum vs. fasted). Expression of PNPLA3 mRNA was decreased at +1 and +14 DRTC compared with -14 DRTC (23.35, 7.28, 10.17, and 14.5±4.9 arbitrary units, -14, +1, +14, and +28 DRTC, respectively). The presence of PNPLA3 protein was detected as a 55-kDa band in hepatic protein isolations from liver tissue collected at +28 DRTC. These data confirm the presence and sequence of the bovine hepatic PNPLA3 gene and single nucleotide polymorphisms. Furthermore, these data indicate responsiveness of bovine hepatic PNPLA3 to energy balance.
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Affiliation(s)
| | - Molly E Viner
- Department of Animal Science, University of Connecticut, Storrs 06269
| | - Shawn S Donkin
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907
| | - H M White
- Department of Dairy Science, University of Wisconsin, Madison 53706.
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Manzardo AM, Gunewardena S, Wang K, Butler MG. Exon microarray analysis of human dorsolateral prefrontal cortex in alcoholism. Alcohol Clin Exp Res 2014; 38:1594-601. [PMID: 24890784 PMCID: PMC4047192 DOI: 10.1111/acer.12429] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2014] [Accepted: 03/20/2014] [Indexed: 12/14/2022]
Abstract
BACKGROUND Alcohol abuse is associated with cellular and biochemical disturbances that impact upon protein and nucleic acid synthesis, brain development, function, and behavioral responses. To further characterize the genetic influences in alcoholism and the effects of alcohol consumption on gene expression, we used a highly sensitive exon microarray to examine mRNA expression in human frontal cortex of alcoholics and control males. METHODS Messenger RNA was isolated from the dorsolateral prefrontal cortex (dlPFC; Brodmann area 9) of 7 adult alcoholic (6 males, 1 female, mean age 49 years) and 7 matched controls. Affymetrix Human Exon 1.0 ST array was performed according to standard procedures and the results analyzed at the gene level. Microarray findings were validated using quantitative reverse transcription polymerase chain reaction, and the ontology of disturbed genes characterized using Ingenuity Pathway Analysis (IPA). RESULTS Decreased mRNA expression was observed for genes involved in cellular adhesion (e.g., CTNNA3, ITGA2), transport (e.g., TF, ABCA8), nervous system development (e.g., LRP2, UGT8, GLDN), and signaling (e.g., RASGRP3, LGR5) with influence over lipid and myelin synthesis (e.g., ASPA, ENPP2, KLK6). IPA identified disturbances in network functions associated with neurological disease and development including cellular assembly and organization impacting on psychological disorders. CONCLUSIONS Our data in alcoholism support a reduction in expression of dlPFC mRNA for genes involved with neuronal growth, differentiation, and signaling that targets white matter of the brain.
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Affiliation(s)
- Ann M. Manzardo
- Department of Psychiatry and Behavioral Sciences, University of Kansas School of Medicine, Kansas City, KS
| | - Sumedha Gunewardena
- Department of Molecular and Integrative Physiology, University of Kansas School of Medicine, Kansas City, KS
- Department of Biostatistics, University of Kansas School of Medicine, Kansas City, KS
| | - Kun Wang
- Department of Psychiatry and Behavioral Sciences, University of Kansas School of Medicine, Kansas City, KS
| | - Merlin G. Butler
- Department of Psychiatry and Behavioral Sciences, University of Kansas School of Medicine, Kansas City, KS
- Department of Pediatrics, University of Kansas School of Medicine, Kansas City, KS
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26
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Taki FA, Abdel-Rahman AA, Zhang B. A comprehensive approach to identify reliable reference gene candidates to investigate the link between alcoholism and endocrinology in Sprague-Dawley rats. PLoS One 2014; 9:e94311. [PMID: 24824616 PMCID: PMC4019588 DOI: 10.1371/journal.pone.0094311] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Accepted: 03/14/2014] [Indexed: 11/18/2022] Open
Abstract
Gender and hormonal differences are often correlated with alcohol dependence and related complications like addiction and breast cancer. Estrogen (E2) is an important sex hormone because it serves as a key protein involved in organism level signaling pathways. Alcoholism has been reported to affect estrogen receptor signaling; however, identifying the players involved in such multi-faceted syndrome is complex and requires an interdisciplinary approach. In many situations, preliminary investigations included a straight forward, yet informative biotechniques such as gene expression analyses using quantitative real time PCR (qRT-PCR). The validity of qRT-PCR-based conclusions is affected by the choice of reliable internal controls. With this in mind, we compiled a list of 15 commonly used housekeeping genes (HKGs) as potential reference gene candidates in rat biological models. A comprehensive comparison among 5 statistical approaches (geNorm, dCt method, NormFinder, BestKeeper, and RefFinder) was performed to identify the minimal number as well the most stable reference genes required for reliable normalization in experimental rat groups that comprised sham operated (SO), ovariectomized rats in the absence (OVX) or presence of E2 (OVXE2). These rat groups were subdivided into subgroups that received alcohol in liquid diet or isocalroic control liquid diet for 12 weeks. Our results showed that U87, 5S rRNA, GAPDH, and U5a were the most reliable gene candidates for reference genes in heart and brain tissue. However, different gene stability ranking was specific for each tissue input combination. The present preliminary findings highlight the variability in reference gene rankings across different experimental conditions and analytic methods and constitute a fundamental step for gene expression assays.
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Affiliation(s)
- Faten A. Taki
- Department of Biology, East Carolina University, Greenville, North Carolina, United States of America
| | - Abdel A. Abdel-Rahman
- Department of Pharmacology, East Carolina University, Greenville, North Carolina, United States of America
| | - Baohong Zhang
- Department of Biology, East Carolina University, Greenville, North Carolina, United States of America
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27
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β-Glucuronidase is a suitable internal control gene for mRNA quantitation in pathophysiological and non-pathological livers. Exp Mol Pathol 2013; 95:131-5. [DOI: 10.1016/j.yexmp.2013.06.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Accepted: 06/05/2013] [Indexed: 11/18/2022]
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28
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Addolorato G, Mirijello A, Leggio L, Ferrulli A, Landolfi R. Management of alcohol dependence in patients with liver disease. CNS Drugs 2013; 27:287-99. [PMID: 23456576 PMCID: PMC4979989 DOI: 10.1007/s40263-013-0043-4] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Alcohol dependence represents a chronic and relapsing disease affecting nearly 10 % of the general population both in the USA and in Europe, with a widespread burden of morbidity and mortality. Alcohol dependence represents the most common cause of liver damage in the Western world. Although alcoholic liver disease is associated primarily with heavy drinking, continued alcohol consumption, even in low doses after the onset of liver disease, increases the risk of severe consequences, including mortality. Consequently, the ideal treatment of patients affected by alcohol dependence and alcoholic liver disease should aim at achieving long-term total alcohol abstinence and preventing relapse. The aim of the present review is to provide an update on the management of alcohol dependence in patients with alcoholic liver disease. Increasing evidence suggests the usefulness of psychosocial interventions and medications combined in order to reduce alcohol intake, promote abstinence and prevent relapse in alcohol-dependent patients. Disulfiram, naltrexone and acamprosate have been approved for this indication; gamma-hydroxybutyric acid (GHB) is approved in Italy and Austria. However, these drugs have not been tested in patients with advanced liver disease. Amongst other emerging pharmacotherapies for alcoholism, topiramate, ondansetron, and baclofen seem the most promising ones. Both topiramate and ondansetron have a safe profile in alcoholic patients; however, none of them has been tested in alcoholic patients with advanced liver disease. To date, baclofen represents the only anti-craving medication formally tested in a randomized clinical trial in alcoholic patients affected by liver cirrhosis, although additional confirmatory studies are warranted.
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Affiliation(s)
- Giovanni Addolorato
- Department of Internal Medicine, Institute of Internal Medicine, Catholic University of Rome, Gemelli Hospital, Largo Gemelli 8, 00168 Rome, Italy.
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Identification of cell-specific patterns of reference gene stability in quantitative reverse-transcriptase polymerase chain reaction studies of embryonic, placental and neural stem models of prenatal ethanol exposure. Alcohol 2013; 47:109-20. [PMID: 23317542 DOI: 10.1016/j.alcohol.2012.12.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2012] [Revised: 12/01/2012] [Accepted: 12/01/2012] [Indexed: 01/22/2023]
Abstract
Identification of the transcriptional networks disrupted by prenatal ethanol exposure remains a core requirement to better understanding the molecular mechanisms of alcohol-induced teratogenesis. In this regard, quantitative reverse-transcriptase polymerase chain reaction (qPCR) has emerged as an essential technique in our efforts to characterize alterations in gene expression brought on by exposure to alcohol. However, many publications continue to report the utilization of inappropriate methods of qPCR normalization, and for many in vitro models, no consistent set of empirically tested normalization controls have been identified. In the present study, we sought to identify a group of candidate reference genes for use within studies of alcohol exposed embryonic, placental, and neurosphere stem cells under both conditions maintaining stemness as well as throughout in vitro differentiation. To this end, we surveyed the recent literature and compiled a short list of fourteen candidate genes commonly used as normalization controls in qPCR studies of gene expression. This list included: Actb, B2m, Gapdh, Gusb, H2afz, Hk2, Hmbs, Hprt, Mrpl1, Pgk1, Ppia, Sdha, Tbp, and Ywhaz. From these studies, we find no single candidate gene was consistently refractory to the influence of alcohol nor completely stable throughout in vitro differentiation. Accordingly, we propose normalizing qPCR measurements to the geometric mean C(T) values obtained for three independent reference mRNAs as a reliable method to accurately interpret qPCR data and assess alterations in gene expression within alcohol treated cultures. Highlighting the importance of careful and empirical reference gene selection, the commonly used reference gene Actb was often amongst the least stable candidate genes tested. In fact, it would not serve as a valid normalization control in many cases. Data presented here will aid in the design of future experiments using stem cells to study the transcriptional processes driving differentiation, and model the developmental impact of teratogens.
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Du Y, Zhang L, Xu F, Huang B, Zhang G, Li L. Validation of housekeeping genes as internal controls for studying gene expression during Pacific oyster (Crassostrea gigas) development by quantitative real-time PCR. FISH & SHELLFISH IMMUNOLOGY 2013; 34:939-945. [PMID: 23357023 DOI: 10.1016/j.fsi.2012.12.007] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2012] [Revised: 12/10/2012] [Accepted: 12/16/2012] [Indexed: 06/01/2023]
Abstract
Hatchery-reared larvae of the Pacific oyster (Crassostrea gigas) often suffer from massive mortality induced by Ostreid herpesvirus 1 (OsHV-1) infection, indicating the importance of better understanding of oyster immune defense systems. The accuracy of measurements of gene expression levels based on quantitative real-time PCR assays relies on the use of housekeeping genes as internal controls; however, few studies have focused on the selection of such internal controls. In this study, we conducted a comprehensive investigation of internal control genes during oyster development in virus-infected and uninfected samples. Transcriptome data for 38 developmental stages were downloaded and the gene expression patterns were classified into 30 clusters. A total of 317 orthologs of classical housekeeping genes in the oyster genome were annotated. After combining the expression profiles and oyster housekeeping gene dataset, 14 candidate internal controls were selected for further investigation: Elongation factor-1α (EF-1α), 18S rRNA (18S), 28S rRNA (28S), Glyceraldehyde 3-phosphate dehydrogenase (GAPDH), β-actin (ACT), Ribosomal protein L7 (RL7), Ribosomal protein L27 (RL27), Ribosomal protein L36 (RL36), Ribosomal protein S18 (RS18), Heterogeneous nuclear ribonucleoprotein A2/B1 (RO21), Eukaryotic translation elongation factor 2 (EF2), Ubiquitin-conjugating enzyme E2D2 (UBCD1), S-phase kinase-associated protein 1 (SKP1) and Heterogeneous nuclear ribonucleoprotein Q (HNRPQ). RNA was extracted from oyster larvae infected with OsHV-1 (group A; GA), and OsHV-1 free larvae (group B; GB). The expression levels of the 14 candidate internal controls were studied in GA and GB larvae by real-time PCR. Their expression stabilities were further analyzed using the GeNorm program. RL7 and RS18 were the most stable genes in both OsHV-1 infected (GA) and uninfected (GB) larvae. These results suggest that RL7 and RS18 could be used as internal controls for studying gene expression in normal growing oyster larvae and in OsHV-1 infected larvae. These high quality internal controls will be a valuable resource in future studies of oyster larval mortality.
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Affiliation(s)
- Yishuai Du
- Lab of Marine Molluscan Genetics and Breeding, Institute of Oceanology, Chinese Academy of Sciences, 7 Nanhai Road, Qingdao, Shandong 266071, China
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Li R, Shen Y. An old method facing a new challenge: re-visiting housekeeping proteins as internal reference control for neuroscience research. Life Sci 2013; 92:747-51. [PMID: 23454168 DOI: 10.1016/j.lfs.2013.02.014] [Citation(s) in RCA: 128] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Revised: 02/08/2013] [Accepted: 02/18/2013] [Indexed: 01/09/2023]
Abstract
The study of specific target protein expression is often performed by western blotting, a commonly used method to measure the protein expression in neuroscience research by specific antibodies. Housekeeping proteins are used as an internal control for protein loading as well as reference in the western blotting analysis. This practice is based on the belief that such housekeeping genes are considered to be ubiquitously and constitutively expressed in every tissue and produce the minimal essential transcripts necessary for normal cellular function. The most commonly used housekeeping proteins are β-actin, β-tubulin, and glyceraldehyde 3-phosphate dehydrogenase (GAPDH). However, recent studies have shown significant variation in some housekeeping genes both at the mRNA and protein levels in various neuropathological events, such as spinal cord injury and Alzheimer's diseases. Changes of housekeeping genes are also induced by non-neuronal diseases in various tissues. Therefore, these discoveries raise a potential concern regarding whether using a housekeeping protein as an internal standard for target protein analysis is an appropriate practice. This minireview will focus on (I) the effects of neuronal and non-neuronal diseases, experimental condition, and tissue-specific roles on alteration of housekeeping genes, and (II) alternative internal standards for gene and protein expression analysis.
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Affiliation(s)
- Rena Li
- Center for Hormone Advanced Science and Education, Roskamp Institute, Sarasota, FL 34243, USA.
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