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1.
Am J Respir Cell Mol Biol ; 59(5): 601-613, 2018 11.
Article in English | MEDLINE | ID: mdl-29944393

ABSTRACT

RGS2 is a key modulator of stress in human airway epithelial cells, especially of hyperresponsiveness and mucin hypersecretion, both of which are features of cystic fibrosis (CF). Because its expression can be modulated through the DNA methylation pathway, we hypothesize that RGS2 is downregulated by DNA hypermethylation in CF airway epithelial cells. This downregulation would then lead to an enhanced inflammatory response. We demonstrated RGS2 transcript and protein downregulation in cultured airway epithelial cells from patients with CF and validated our findings in two CF epithelial cell lines. A methylated DNA immunoprecipitation array showed the presence of methylated cytosine on 13 gene promoters in CF. Among these genes, we confirmed that the RGS2 promoter was hypermethylated by using bisulfite conversion coupled with a methylation-specific PCR assay. Finally, we showed that downregulation of RGS2 in non-CF cells increased the expression of S100A12, a proinflammatory marker. These results highlight the importance of epigenetic regulation in gene expression in CF and show that RGS2 might modulate the inflammatory response in CF through DNA methylation control.


Subject(s)
Cystic Fibrosis/metabolism , DNA Methylation , Epithelial Cells/metabolism , Gene Expression Regulation , RGS Proteins/metabolism , Respiratory System/metabolism , S100A12 Protein/metabolism , Cells, Cultured , Cystic Fibrosis/genetics , Cystic Fibrosis/pathology , Epigenesis, Genetic , Epithelial Cells/cytology , Humans , Oligonucleotide Array Sequence Analysis , Promoter Regions, Genetic , RGS Proteins/genetics , Respiratory System/cytology , S100A12 Protein/genetics
2.
Bioinformatics ; 32(4): 593-5, 2016 Feb 15.
Article in English | MEDLINE | ID: mdl-26500152

ABSTRACT

MOTIVATION: DNA methylation patterns are well known to vary substantially across cell types or tissues. Hence, existing normalization methods may not be optimal if they do not take this into account. We therefore present a new R package for normalization of data from the Illumina Infinium Human Methylation450 BeadChip (Illumina 450 K) built on the concepts in the recently published funNorm method, and introducing cell-type or tissue-type flexibility. RESULTS: funtooNorm is relevant for data sets containing samples from two or more cell or tissue types. A visual display of cross-validated errors informs the choice of the optimal number of components in the normalization. Benefits of cell (tissue)-specific normalization are demonstrated in three data sets. Improvement can be substantial; it is strikingly better on chromosome X, where methylation patterns have unique inter-tissue variability. AVAILABILITY AND IMPLEMENTATION: An R package is available at https://github.com/GreenwoodLab/funtooNorm, and has been submitted to Bioconductor at http://bioconductor.org.


Subject(s)
Autoimmune Diseases/genetics , Cell Lineage/genetics , DNA Methylation , Diabetes, Gestational/genetics , Organ Specificity , Software , Female , Humans , Oligonucleotide Array Sequence Analysis , Pregnancy
3.
Hepatology ; 59(5): 1803-15, 2014 May.
Article in English | MEDLINE | ID: mdl-24327268

ABSTRACT

UNLABELLED: Hepatocyte-specific Shp1 knockout mice (Ptpn6(H-KO)) are protected from hepatic insulin resistance evoked by high-fat diet (HFD) feeding for 8 weeks. Unexpectedly, we report herein that Ptpn6(H-KO) mice fed an HFD for up to 16 weeks are still protected from insulin resistance, but are more prone to hepatic steatosis, as compared with their HFD-fed Ptpn6(f/f) counterparts. The livers from HFD-fed Ptpn6(H-KO) mice displayed 1) augmented lipogenesis, marked by increased expression of several hepatic genes involved in fatty acid biosynthesis, 2) elevated postprandial fatty acid uptake, and 3) significantly reduced lipid export with enhanced degradation of apolipoprotein B (ApoB). Despite more extensive hepatic steatosis, the inflammatory profile of the HFD-fed Ptpn6(H-KO) liver was similar (8 weeks) or even improved (16 weeks) as compared to their HFD-fed Ptpn6(f/f) littermates, along with reduced hepatocellular damage as revealed by serum levels of hepatic enzymes. Interestingly, comparative microarray analysis revealed a significant up-regulation of peroxisome proliferator-activated receptor gamma (PPARγ) gene expression, confirmed by quantitative polymerase chain reaction. Elevated PPARγ nuclear activity also was observed and found to be directly regulated by Shp1 in a cell-autonomous manner. CONCLUSION: These findings highlight a novel role for hepatocyte Shp1 in the regulation of PPARγ and hepatic lipid metabolism. Shp1 deficiency prevents the development of severe hepatic inflammation and hepatocellular damage in steatotic livers, presenting hepatocyte Shp1 as a potential novel mediator of nonalcoholic fatty liver diseases in obesity.


Subject(s)
Fatty Liver/etiology , Liver/metabolism , Obesity/complications , PPAR gamma/physiology , Protein Tyrosine Phosphatase, Non-Receptor Type 6/physiology , Animals , Diet, High-Fat , Fatty Acids/metabolism , Insulin Resistance , Lipogenesis , Mice , Mice, Inbred C57BL , Non-alcoholic Fatty Liver Disease
4.
J Immunol ; 191(7): 3634-40, 2013 Oct 01.
Article in English | MEDLINE | ID: mdl-23997218

ABSTRACT

Recombinant human IL-15 (rhIL-15) is one of the most promising cytokines for antitumor immunotherapy. In physiology IL-15 trans-presentation by accessory cells leads to pleiotropic activities, including activation of immune cells, such as NK cells. NK cells are largely involved in Ab-dependent cellular cytotoxicity mediated by therapeutic mAbs, such as rituximab, in chronic lymphocytic leukemia (CLL). Nevertheless, in CLL, Ab-dependent cellular cytotoxicity is relatively impaired by the low E:T ratio (NK/B leukemic cells). Thus, any strategy leading to an increase in NK cell number and activation status can offer new strategies for CLL treatment. To this end, we evaluated the effect of rhIL-15 on autologous NK cell stimulation in CLL samples. We show that rhIL-15 induces NK cell activation and proliferation, leading to improved B leukemic cell depletion. This phenomenon is significantly increased in the presence of anti-CD20 mAbs. In addition, the greater effect of obinutuzumab versus rituximab suggests a cooperative role between rhIL-15 signaling and CD16 signaling in the induction of NK cell proliferation. Moreover, rhIL-15-induced proliferation of autologous NK cells is strictly dependent on their interaction with B leukemic cells, identified in this study as new accessory cells for rhIL-15 trans-presentation. Thus, rhIL-15 is able to promote NK cell-based activity in Ab immunotherapy of CLL.


Subject(s)
Antibodies, Monoclonal, Murine-Derived/pharmacology , Antibodies, Monoclonal/pharmacology , Antineoplastic Agents/pharmacology , Interleukin-15/pharmacology , Killer Cells, Natural/drug effects , Killer Cells, Natural/immunology , Leukemia, Lymphocytic, Chronic, B-Cell/immunology , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Murine-Derived/therapeutic use , Antineoplastic Agents/therapeutic use , Cell Proliferation/drug effects , Female , Humans , Immunotherapy , Interleukin-15/therapeutic use , Killer Cells, Natural/metabolism , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Lymphocyte Activation/drug effects , Lymphocyte Activation/immunology , Lymphocyte Depletion , Male , Middle Aged , Receptors, IgG/metabolism , Recombinant Proteins/pharmacology , Rituximab
5.
Physiol Genomics ; 46(17): 634-46, 2014 Sep 01.
Article in English | MEDLINE | ID: mdl-24893876

ABSTRACT

Although cystic fibrosis (CF) pathophysiology is explained by a defect in CF transmembrane conductance regulator (CFTR) protein, the broad spectrum of disease severity is the consequence of environmental and genetic factors. Among them, oxidative stress has been demonstrated to play an important role in the evolution of this disease, with susceptibility to oxidative damage, decline of pulmonary function, and impaired lung antioxidant defense. Although oxidative stress has been implicated in the regulation of inflammation, its molecular outcomes in CF cells remain to be evaluated. To address the question, we compared the gene expression profile in NuLi-1 cells with wild-type CFTR and CuFi-1 cells homozygous for ΔF508 mutation cultured at air-liquid interface. We analyzed the transcriptomic response of these cell lines with microarray technology, under basal culture conditions and after 24 h oxidative stress induced by 15 µM 2,3-dimethoxy-1,4-naphtoquinone. In the absence of oxidative conditions, CuFi-1 gene profiling showed typical dysregulated inflammatory responses compared with NuLi-1. In the presence of oxidative conditions, the transcriptome of CuFi-1 cells reflected apoptotic transcript modulation. These results were confirmed in the CFBE41o- and corrCFBE41o- cell lines as well as in primary culture of human CF airway epithelial cells. Altogether, our data point to the influence of oxidative stress on cell survival functions in CF and identify several genes that could be implicated in the inflammation response observed in CF patients.


Subject(s)
Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Cystic Fibrosis/genetics , Cystic Fibrosis/pathology , Epithelial Cells/metabolism , Gene Expression Regulation , Lung/pathology , Oxidative Stress/genetics , Apoptosis/drug effects , Apoptosis/genetics , Caspase 3/metabolism , Caspase 7/metabolism , Cell Line , Cell Survival/drug effects , Cell Survival/genetics , Cells, Cultured , Cystic Fibrosis Transmembrane Conductance Regulator/metabolism , Down-Regulation/drug effects , Down-Regulation/genetics , Epithelial Cells/drug effects , Gene Expression Profiling , Gene Expression Regulation/drug effects , Gene Ontology , Humans , Inflammation/genetics , Naphthoquinones/pharmacology , Oxidative Stress/drug effects , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reproducibility of Results , Up-Regulation/drug effects , Up-Regulation/genetics
6.
Mol Syst Biol ; 7: 533, 2011 Sep 27.
Article in English | MEDLINE | ID: mdl-21952136

ABSTRACT

Self/non-self discrimination is a fundamental requirement of life. Endogenous peptides presented by major histocompatibility complex class I (MHC I) molecules represent the essence of self for CD8 T lymphocytes. These MHC I peptides (MIPs) are collectively referred to as the immunopeptidome. From a systems-level perspective, very little is known about the origin, composition and plasticity of the immunopeptidome. Here, we show that the immunopeptidome, and therefore the nature of the immune self, is plastic and moulded by cellular metabolic activity. By using a quantitative high-throughput mass spectrometry-based approach, we found that altering cellular metabolism via the inhibition of the mammalian target of rapamycin results in dynamic changes in the cell surface MIPs landscape. Moreover, we provide systems-level evidence that the immunopeptidome projects at the cell surface a representation of biochemical networks and metabolic events regulated at multiple levels inside the cell. Our findings open up new perspectives in systems immunology and predictive biology. Indeed, predicting variations in the immunopeptidome in response to cell-intrinsic and -extrinsic factors could be relevant to the rational design of immunotherapeutic interventions.


Subject(s)
CD8-Positive T-Lymphocytes/metabolism , Histocompatibility Antigens Class I/genetics , Immunity , Major Histocompatibility Complex/genetics , Metabolic Networks and Pathways/genetics , Proteomics , Signal Transduction/genetics , Sirolimus/pharmacology , TOR Serine-Threonine Kinases/metabolism , Animals , CD8-Positive T-Lymphocytes/immunology , Cell Line, Tumor , Cell Membrane/genetics , Cell Membrane/immunology , Gene Expression Profiling , High-Throughput Screening Assays , Histocompatibility Antigens Class I/immunology , Major Histocompatibility Complex/immunology , Mass Spectrometry , Metabolic Networks and Pathways/drug effects , Metabolic Networks and Pathways/immunology , Mice , Oligonucleotide Array Sequence Analysis , Peptides/genetics , Peptides/immunology , Signal Transduction/drug effects , Signal Transduction/immunology , Systems Biology/methods , TOR Serine-Threonine Kinases/antagonists & inhibitors , TOR Serine-Threonine Kinases/genetics , TOR Serine-Threonine Kinases/immunology , Tandem Mass Spectrometry
7.
Epigenetics ; 8(9): 935-43, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23975224

ABSTRACT

Offspring exposed to gestational diabetes mellitus (GDM) have an increased risk for chronic diseases, and one promising mechanism for fetal metabolic programming is epigenetics. Therefore, we postulated that GDM exposure impacts the offspring's methylome and used an epigenomic approach to explore this hypothesis. Placenta and cord blood samples were obtained from 44 newborns, including 30 exposed to GDM. Women were recruited at first trimester of pregnancy and followed until delivery. GDM was assessed after a 75-g oral glucose tolerance test at 24-28 weeks of pregnancy. DNA methylation was measured at>485,000 CpG sites (Infinium HumanMethylation450 BeadChips). Ingenuity Pathway Analysis was conducted to identify metabolic pathways epigenetically affected by GDM. Our results showed that 3,271 and 3,758 genes in placenta and cord blood, respectively, were potentially differentially methylated between samples exposed or not to GDM (p-values down to 1 × 10(-06); none reached the genome-wide significance levels), with more than 25% (n = 1,029) being common to both tissues. Mean DNA methylation differences between groups were 5.7 ± 3.2% and 3.4 ± 1.9% for placenta and cord blood, respectively. These genes were likely involved in the metabolic diseases pathway (up to 115 genes (11%), p-values for pathways = 1.9 × 10(-13)

Subject(s)
Diabetes, Gestational/genetics , Fetal Development/genetics , Metabolic Diseases/genetics , Adult , Birth Weight/genetics , DNA Methylation , Diabetes, Gestational/pathology , Epigenesis, Genetic , Epigenomics , Female , Fetal Blood/metabolism , Gene Expression Regulation, Developmental , Humans , Infant, Newborn , Oligonucleotide Array Sequence Analysis , Placenta/metabolism , Pregnancy , Signal Transduction/genetics , Young Adult
8.
Epigenomics ; 4(6): 623-39, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23244308

ABSTRACT

AIM: This study aims to assess whether epigenetic changes may account for high-density lipoprotein cholesterol (HDL-C) level variability in familial hypercholesterolemia (FH), a recognized human model to study cardiovascular disease risk modulators. MATERIALS & METHODS: A genome-wide DNA methylation analysis (Infinium HumanMethylation27 BeadChip, Illumina) was performed on peripheral blood DNA samples obtained from men with FH with low (n = 10) or high (n = 11) HDL-C concentrations. The initial association with one of the top differentially methylated loci located in the promoter of the TNNT1 gene was replicated in a cohort of 276 FH subjects using pyrosequencing. RESULTS: According to the Ingenuity Pathway Analysis software, the HDL-C differentially methylated loci identified were significantly associated with pathways related to lipid metabolism and cardiovascular disease. TNNT1 DNA methylation levels were positively correlated with mean HDL particle size, HDL-phospholipid, HDL-apolipoprotein AI, HDL-C and TNNT1 expression levels. CONCLUSION: These results suggest that epigenome-wide changes account for interindividual variations in HDL particle metabolism and that TNNT1 is a new candidate gene for dyslipidemia.


Subject(s)
Cholesterol, HDL/genetics , Epigenesis, Genetic , Hyperlipoproteinemia Type II/genetics , Troponin T/genetics , Cholesterol, HDL/blood , Cohort Studies , DNA Methylation , Genetic Loci , Genome-Wide Association Study , Humans , Hyperlipoproteinemia Type II/blood , Lipid Metabolism , Promoter Regions, Genetic , RNA, Messenger/biosynthesis , Troponin T/metabolism
9.
Endocr Relat Cancer ; 19(4): 557-74, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22685267

ABSTRACT

Recent evidence suggests that type II diabetes is associated with increased risk and/or aggressive behavior of several cancers, including those arising from the colon. Concerns have been raised that endogenous hyperinsulinemia and/or exogenous insulin and insulin analogs might stimulate proliferation of neoplastic cells. However, the mechanisms underlying possible growth-promoting effects of insulin and insulin analogs in cancer cells in vivo, such as changes in gene expression, are incompletely described. We observed that administration of the insulin analog X10 significantly increased tumor growth and proliferation in a murine colon cancer model (MC38 cell allografts). Insulin and X10 altered gene expression in MC38 tumors in a similar fashion, but X10 was more potent in terms of the number of genes influenced and the magnitude of changes in gene expression. Many of the affected genes were annotated to metabolism, nutrient uptake, and protein synthesis. Strikingly, expression of genes encoding enzymes in the serine synthesis pathway, recently shown to be critical for neoplastic proliferation, was increased following treatment with insulin and X10. Using stable isotopic tracers and mass spectrometry, we confirmed that insulin and X10 increased glucose contribution to serine synthesis in MC38 cells. The data demonstrate that the tumor growth-promoting effects of insulin and X10 are associated with changes in expression of genes involved in cellular energy metabolism and reveal previously unrecognized effects of insulin and X10 on serine synthesis.


Subject(s)
Carcinoma/pathology , Cell Proliferation/drug effects , Colonic Neoplasms/pathology , Insulin/analogs & derivatives , Insulin/pharmacology , Metabolic Networks and Pathways/physiology , Serine/biosynthesis , Animals , Carcinoma/genetics , Carcinoma/metabolism , Cell Line, Tumor , Colon/drug effects , Colon/metabolism , Colon/pathology , Colonic Neoplasms/genetics , Colonic Neoplasms/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Humans , Male , Metabolic Networks and Pathways/drug effects , Metabolic Networks and Pathways/genetics , Mice , Mice, Inbred C57BL , Serine/metabolism , Up-Regulation , Xenograft Model Antitumor Assays
10.
J Exp Med ; 205(3): 595-610, 2008 Mar 17.
Article in English | MEDLINE | ID: mdl-18299400

ABSTRACT

Under steady-state conditions, major histocompatibility complex (MHC) I molecules are associated with self-peptides that are collectively referred to as the MHC class I peptide (MIP) repertoire. Very little is known about the genesis and molecular composition of the MIP repertoire. We developed a novel high-throughput mass spectrometry approach that yields an accurate definition of the nature and relative abundance of unlabeled peptides presented by MHC I molecules. We identified 189 and 196 MHC I-associated peptides from normal and neoplastic mouse thymocytes, respectively. By integrating our peptidomic data with global profiling of the transcriptome, we reached two conclusions. The MIP repertoire of primary mouse thymocytes is biased toward peptides derived from highly abundant transcripts and is enriched in peptides derived from cyclins/cyclin-dependent kinases and helicases. Furthermore, we found that approximately 25% of MHC I-associated peptides were differentially expressed on normal versus neoplastic thymocytes. Approximately half of those peptides are derived from molecules directly implicated in neoplastic transformation (e.g., components of the PI3K-AKT-mTOR pathway). In most cases, overexpression of MHC I peptides on cancer cells entailed posttranscriptional mechanisms. Our results show that high-throughput analysis and sequencing of MHC I-associated peptides yields unique insights into the genesis of the MIP repertoire in normal and neoplastic cells.


Subject(s)
Gene Expression Profiling , Histocompatibility Antigens Class I/genetics , Histocompatibility Antigens Class I/metabolism , Peptides/genetics , Peptides/metabolism , Alleles , Amino Acid Sequence , Animals , Cell Line , Cell Line, Tumor , Computational Biology , Genes, MHC Class I , Histocompatibility Antigens Class I/chemistry , Mice , Multiprotein Complexes , Oligonucleotide Array Sequence Analysis , Peptides/chemistry , Protein Binding , RNA, Messenger/genetics , RNA, Messenger/metabolism , T-Lymphocytes/immunology , Tandem Mass Spectrometry , Transfection
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