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1.
Sci Rep ; 8(1): 7805, 2018 05 17.
Article in English | MEDLINE | ID: mdl-29773851

ABSTRACT

Neutrophils in children with the polyarticular form of juvenile idiopathic arthritis (JIA) display abnormal transcriptional patterns linked to fundamental metabolic derangements. In this study, we sought to determine the effects of therapy on mRNA and miRNA expression networks in polyarticular JIA. Using exon and miRNA microarrays, we studied children with untreated active JIA (ADU, n = 35), children with active disease on therapy with methotrexate ± etanercept (ADT, n = 26), and children with inactive disease also on therapy (ID, n = 14). We compared the results to findings from healthy control children (HC, n = 35). We found substantial re-ordering of mRNA and miRNA expression networks after the initiation of therapy. Each disease state was associated with a distinct transcriptional profile, with the ADT state differing the most from HC, and ID more strongly resembling HC. Changes at the mRNA level were mirrored in changes in miRNA expression patterns. The analysis of the expression dynamics from differentially expressed genes across three disease states indicated that therapeutic response is a complex process. This process does not simply involve genes slowly correcting in a linear fashion over time. Computational modeling of miRNA and transcription factor (TF) co-regulatory networks demonstrated that combinational regulation of miRNA and TF might play an important role in dynamic transcriptome changes.


Subject(s)
Arthritis, Juvenile/genetics , Models, Genetic , Neutrophils/physiology , Transcriptome , Antirheumatic Agents/therapeutic use , Arthritis, Juvenile/drug therapy , Child , Gene Expression Profiling , Gene Regulatory Networks , Humans , Metabolic Networks and Pathways/genetics , Methotrexate/therapeutic use , MicroRNAs/metabolism , Molecular Sequence Annotation , RNA, Messenger/metabolism
2.
Sci Rep ; 6: 27453, 2016 06 07.
Article in English | MEDLINE | ID: mdl-27271962

ABSTRACT

NIH projects such as ENCODE and Roadmap Epigenomics have revealed surprising complexity in the transcriptomes of mammalian cells. In this study, we explored transcriptional complexity in human neutrophils, cells generally regarded as nonspecific in their functions and responses. We studied distinct human disease phenotypes and found that, at the gene, gene isoform, and miRNA level, neutrophils exhibit considerable specificity in their transcriptomes. Thus, even cells whose responses are considered non-specific show tailoring of their transcriptional repertoire toward specific physiologic or pathologic contexts. We also found that miRNAs had a global impact on neutrophil transcriptome and are associated with innate immunity in juvenile idiopathic arthritis (JIA). These findings have important implications for our understanding of the link between genes, non-coding transcripts and disease phenotypes.


Subject(s)
Arthritis, Juvenile/genetics , Neutrophils/metabolism , Transcriptome , Adolescent , Case-Control Studies , Exons , Gene Regulatory Networks , Humans , MicroRNAs/genetics
3.
Genome Med ; 7: 109, 2015 Oct 24.
Article in English | MEDLINE | ID: mdl-26497493

ABSTRACT

BACKGROUND: We have previously shown that childhood-onset rheumatic diseases show aberrant patterns of gene expression that reflect pathology-associated co-expression networks. In this study, we used novel computational approaches to examine how disease-associated networks are altered in one of the most common rheumatic diseases of childhood, juvenile idiopathic arthritis (JIA). METHODS: Using whole blood gene expression profiles derived from children in a pediatric rheumatology clinical trial, we used a network approach to understanding the impact of therapy and the underlying biology of response/non-response to therapy. RESULTS: We demonstrate that therapy for JIA is associated with extensive re-ordering of gene expression networks, even in children who respond inadequately to therapy. Furthermore, we observe distinct differences in the evolution of specific network properties when we compare children who have been treated successfully with those who have inadequate treatment response. CONCLUSIONS: Despite the inherent noisiness of whole blood gene expression data, our findings demonstrate how therapeutic response might be mapped and understood in pathologically informative cells in a broad range of human inflammatory diseases.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Juvenile/drug therapy , Arthritis, Juvenile/genetics , Drug Resistance/genetics , Adolescent , Child , Child, Preschool , Etanercept/therapeutic use , Female , Humans , Male , Methotrexate/therapeutic use , Prednisone/therapeutic use , Sequence Analysis, RNA , Transcriptome
4.
PLoS One ; 10(2): e0117614, 2015.
Article in English | MEDLINE | ID: mdl-25671313

ABSTRACT

Approximately 40% of patients who survive acute episodes of thrombotic thrombocytopenic purpura (TTP) associated with severe acquired ADAMTS13 deficiency experience one or more relapses. Risk factors for relapse other than severe ADAMTS13 deficiency and ADAMTS13 autoantibodies are unknown. ADAMTS13 autoantibodies, TTP episodes following infection or type I interferon treatment and reported ensuing systemic lupus erythematosus in some patients suggest immune dysregulation. This cross-sectional study asked whether autoantibodies against RNA-binding proteins or peripheral blood gene expression profiles measured during remission are associated with history of prior relapse in acquired ADAMTS13-deficient TTP. Peripheral blood from 38 well-characterized patients with autoimmune ADAMTS13-deficient TTP in remission was examined for autoantibodies and global gene expression. A subset of TTP patients (9 patients, 24%) exhibited a peripheral blood gene signature composed of elevated ribosomal transcripts that associated with prior relapse. A non-overlapping subset of TTP patients (9 patients, 24%) displayed a peripheral blood type I interferon gene signature that associated with autoantibodies to RNA-binding proteins but not with history of relapse. Patients who had relapsed bimodally expressed higher HLA transcript levels independently of ribosomal transcripts. Presence of any one potential risk factor (ribosomal gene signature, elevated HLA-DRB1, elevated HLA-DRB5) associated with relapse (OR = 38.4; p = 0.0002) more closely than any factor alone or all factors together. Levels of immune transcripts typical of natural killer (NK) and T lymphocytes positively correlated with ribosomal gene expression and number of prior episodes but not with time since the most recent episode. Flow cytometry confirmed elevated expression of cell surface markers encoded by these transcripts on T and/or NK cell subsets of patients who had relapsed. These data associate elevated ribosomal and immune transcripts with relapse history in acquired, ADAMTS13-deficient TTP.


Subject(s)
ADAM Proteins/deficiency , Purpura, Thrombotic Thrombocytopenic/genetics , Purpura, Thrombotic Thrombocytopenic/immunology , Ribosomes/metabolism , ADAMTS13 Protein , Adult , Autoantibodies/immunology , Female , Gene Expression Regulation , Humans , Interferon Type I/metabolism , Killer Cells, Natural/immunology , Male , Middle Aged , Phenotype , Purpura, Thrombotic Thrombocytopenic/pathology , RNA, Messenger/genetics , RNA, Messenger/metabolism , Recurrence , T-Lymphocytes/immunology
5.
J Inflamm (Lond) ; 11: 17, 2014.
Article in English | MEDLINE | ID: mdl-24936153

ABSTRACT

BACKGROUND: Chronic wounds such as diabetic foot ulcers, pressure ulcers, and venous leg ulcers contribute to a considerable amount of mortality in the U.S. annually. The inability of these wounds to heal has now been associated with the presence of microbial biofilms. The aim of this study was to determine if products secreted by S. aureus biofilms play an active role in chronic wounds by promoting inflammation, which is a hallmark of chronic wounds. METHODS: In vitro experiments were conducted to examine changes in gene expression profiles and inflammatory response of human epithelial keratinocytes (HEKa) exposed to products secreted by S. aureus grown in biofilms or products secreted by S. aureus grown planktonically. RESULTS: After only two hours of exposure, gene expression microarray data showed marked differences in inflammatory, apoptotic, and nitric oxide responses between HEKa cells exposed to S. aureus biofilm conditioned media (BCM) and HEKa cells exposed to S. aureus planktonic conditioned media (PCM). As early as 4 hours post exposure, ELISA results showed significant increases in IL-6, IL-8, TNFα, and CXCL2 production by HEKa cells exposed to BCM compared to HEKa cells exposed to PCM or controls. Nitric oxide assay data also showed significant increases in nitric oxide production by HEKa cells treated with BCM compared to HEKa cells treated with PCM, or controls. CONCLUSIONS: Taken together, these results support and extend previous findings that indicate products secreted by S. aureus biofilms directly contribute to the chronic inflammation associated with chronic wounds.

6.
Hum Mol Genet ; 22(19): 3906-19, 2013 Oct 01.
Article in English | MEDLINE | ID: mdl-23740940

ABSTRACT

The cone photoreceptor cyclic nucleotide-gated (CNG) channel is essential for central and color vision and visual acuity. Mutations in the channel subunits CNGA3 and CNGB3 are associated with achromatopsia and cone dystrophy. We investigated the gene expression profiles in mouse retina with CNG channel deficiency using whole genome expression microarrays. As cones comprise only 2 to 3% of the total photoreceptor population in the wild-type mouse retina, the mouse lines with CNG channel deficiency on a cone-dominant background, i.e. Cnga3-/-/Nrl-/- and Cngb3-/-/Nrl-/- mice, were used in our study. Comparative data analysis revealed a total of 105 genes altered in Cnga3-/-/Nrl-/- and 92 in Cngb3-/-/Nrl-/- retinas, relative to Nrl-/- retinas, with 27 genes changed in both genotypes. The differentially expressed genes primarily encode proteins associated with cell signaling, cellular function maintenance and gene expression. Ingenuity pathway analysis (IPA) identified 26 and 9 canonical pathways in Cnga3-/-/Nrl-/- and Cngb3-/-/Nrl-/- retinas, respectively, with 6 pathways being shared. The shared pathways include phototransduction, cAMP/PKA-mediated signaling, endothelin signaling, and EIF2/endoplasmic reticulum (ER) stress, whereas the IL-1, CREB, and purine metabolism signaling were found to specifically associate with Cnga3 deficiency. Thus, CNG channel deficiency differentially regulates genes that affect cell processes such as phototransduction, cellular survival and gene expression, and such regulations play a crucial role(s) in the retinal adaptation to impaired cone phototransduction. Though lack of Cnga3 and Cngb3 shares many common pathways, deficiency of Cnga3 causes more significant alterations in gene expression. This work provides insights into how cones respond to impaired phototransduction at the gene expression levels.


Subject(s)
Cyclic Nucleotide-Gated Cation Channels/genetics , Cyclic Nucleotide-Gated Cation Channels/metabolism , Retina/metabolism , Retinal Cone Photoreceptor Cells/metabolism , Vision, Ocular/genetics , Animals , Cyclic Nucleotide-Gated Cation Channels/deficiency , Gene Expression Profiling , Gene Expression Regulation , Gene Regulatory Networks , Light Signal Transduction , Mice , Mice, Inbred C57BL , Microarray Analysis , Opsins/genetics , Opsins/metabolism , Receptors, Dopamine D4/genetics , Receptors, Dopamine D4/metabolism , Signal Transduction
7.
J Autoimmun ; 41: 168-74, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23428850

ABSTRACT

Genetic polymorphism in MECP2/IRAK1 on chromosome Xq28 is a confirmed and replicated susceptibility locus for lupus. High linkage disequilibrium in this locus suggests that both MECP2 and IRAK1 are candidate genes for the disease. DNA methylation changes in lupus T cells play a central role in the pathogenesis of lupus, and MeCp-2 (encoded by MECP2) is a master regulator of gene expression and is also known to recruit DNA methyltransferase 1 (DNMT1) during DNA synthesis. Using human T cells from normal individuals with either the lupus risk or the lupus protective haplotype in MECP2/IRAK1, we demonstrate that polymorphism in this locus increases MECP2 isoform 2 mRNA expression in stimulated but not unstimulated T cells. By assessing DNA methylation levels across over 485,000 methylation sites across the entire genome, we further demonstrate that the lupus risk variant in this locus is associated with significant DNA methylation changes, including in the HLA-DR and HLA-DQ loci, as well as interferon-related genes such as IFI6, IRF6, and BST2. Further, using a human MECP2 transgenic mouse, we show that overexpression of MECP2 alters gene expression in stimulated T cells. This includes overexpression of Eif2c2 that regulates the expression of multiple microRNAs (such as miR-21), and the histone demethylase Jhdm1d. In addition, we show that MECP2 transgenic mice develop antinuclear antibodies. Our data suggest that the lupus-associated variant in the MECP2/IRAK1 locus has the potential to affect all 3 epigenetic mechanisms: DNA methylation, microRNA expression, and histone modification. Importantly, these data support the notion that variants within the MECP2 gene can alter DNA methylation in other genetic loci including the HLA and interferon-regulated genes, thereby providing evidence for genetic-epigenetic interaction in lupus.


Subject(s)
Haplotypes , Interleukin-1 Receptor-Associated Kinases/genetics , Lupus Erythematosus, Systemic/genetics , Methyl-CpG-Binding Protein 2/genetics , T-Lymphocytes/metabolism , Animals , Autoantibodies/immunology , Cells, Cultured , DNA (Cytosine-5-)-Methyltransferase 1 , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA Methylation , Female , Gene Expression , Gene Expression Profiling , Gene Regulatory Networks , Genetic Predisposition to Disease , Humans , Lupus Erythematosus, Systemic/immunology , Mice , Mice, Transgenic , MicroRNAs/genetics , Models, Genetic , Oligonucleotide Array Sequence Analysis , Reverse Transcriptase Polymerase Chain Reaction , Risk Factors , T-Lymphocytes/immunology
8.
Brain Behav Immun ; 31: 161-71, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23064081

ABSTRACT

Depressed patients show evidence of both proinflammatory changes and neurophysiological abnormalities such as increased amygdala reactivity and volumetric decreases of the hippocampus and ventromedial prefrontal cortex (vmPFC). However, very little is known about the relationship between inflammation and neuroimaging abnormalities in mood disorders. A whole genome expression analysis of peripheral blood mononuclear cells yielded 12 protein-coding genes (ADM, APBB3, CD160, CFD, CITED2, CTSZ, IER5, NFKBIZ, NR4A2, NUCKS1, SERTAD1, TNF) that were differentially expressed between 29 unmedicated depressed patients with a mood disorder (8 bipolar disorder, 21 major depressive disorder) and 24 healthy controls (HCs). Several of these genes have been implicated in neurological disorders and/or apoptosis. Ingenuity Pathway Analysis yielded two genes networks, one centered around TNF with NFKß, TGFß, and ERK as connecting hubs, and the second network indicating cell cycle and/or kinase signaling anomalies. fMRI scanning was conducted using a backward-masking task in which subjects were presented with emotionally-valenced faces. Compared with HCs, the depressed subjects displayed a greater hemodynamic response in the right amygdala, left hippocampus, and the ventromedial prefrontal cortex to masked sad versus happy faces. The mRNA levels of several genes were significantly correlated with the hemodynamic response of the amygdala, vmPFC and hippocampus to masked sad versus happy faces. Differentially-expressed transcripts were significantly correlated with thickness of the left subgenual ACC, and volume of the hippocampus and caudate. Our results raise the possibility that molecular-level immune dysfunction can be mapped onto macro-level neuroimaging abnormalities, potentially elucidating a mechanism by which inflammation leads to depression.


Subject(s)
Bipolar Disorder/genetics , Brain/pathology , Depressive Disorder/genetics , Emotions/physiology , Inflammation/genetics , Adult , Bipolar Disorder/pathology , Bipolar Disorder/physiopathology , Brain/physiopathology , Depressive Disorder/pathology , Depressive Disorder/physiopathology , Facial Expression , Female , Functional Neuroimaging , Gene Expression Profiling , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Middle Aged , Organ Size , Photic Stimulation
9.
Mol Cell Biochem ; 363(1-2): 245-55, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22160803

ABSTRACT

Small-cell lung cancer (SCLC) is a highly malignant carcinoma with poor long-term survival. Effective treatment remains highly demanded. In the present study, we demonstrated that External Qi of Yan Xin Qigong (YXQ-EQ) exerted potent cytotoxic effect towards SCLC cell line NCI-H82 via induction of apoptosis. Global gene expression profiling identified 39 genes whose expression was altered by YXQ-EQ in NCI-82 cells. Among them, semi-quantitative RT-PCR and real-time qPCR analyses confirmed that the gene expression levels of apoptotic proteins death-associated protein kinase 2 and cell death-inducing DFFA-like effector b were upregulated, whereas that of oncoproteins DEK and MYCL1, cell migration-promoting proteins CD24 and integrin-alpha 9, and glycolytic enzyme aldolase A were downregulated. These findings suggest that YXQ-EQ may exert anticancer effect through modulating gene expression in a way that facilitates cancer cell apoptosis while represses proliferation, metastasis, and glucose metabolism.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Apoptosis/drug effects , Cell Movement/drug effects , Cell Proliferation/drug effects , Drugs, Chinese Herbal/pharmacology , Gene Expression Regulation, Neoplastic/drug effects , Glucose/metabolism , Lung Neoplasms/pathology , Qi , Small Cell Lung Carcinoma/pathology , Apoptosis/genetics , Apoptosis Regulatory Proteins/genetics , Calcium-Calmodulin-Dependent Protein Kinases/genetics , Cell Death/drug effects , Cell Line, Tumor , Cell Movement/genetics , Chromosomal Proteins, Non-Histone/genetics , Death-Associated Protein Kinases , Fructose-Bisphosphate Aldolase/genetics , Gene Expression Profiling , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Neoplasm Invasiveness , Oncogene Proteins/genetics , Poly-ADP-Ribose Binding Proteins , Proto-Oncogene Proteins c-myc/genetics , RNA, Messenger/metabolism , Real-Time Polymerase Chain Reaction , Recoverin/genetics , Small Cell Lung Carcinoma/genetics , Small Cell Lung Carcinoma/metabolism
10.
Blood ; 119(7): 1683-92, 2012 Feb 16.
Article in English | MEDLINE | ID: mdl-22117039

ABSTRACT

Considerable information has accumulated about components of BM that regulate the survival, self-renewal, and differentiation of hematopoietic cells. In the present study, we investigated Wnt signaling and assessed its influence on human and murine hematopoiesis. Hematopoietic stem/progenitor cells (HSPCs) were placed on Wnt3a-transduced OP9 stromal cells. The proliferation and production of B cells, natural killer cells, and plasmacytoid dendritic cells were blocked. In addition, some HSPC characteristics were maintained or re-acquired along with different lineage generation potentials. These responses did not result from direct effects of Wnt3a on HSPCs, but also required alterations in the OP9 cells. Microarray, PCR, and flow cytometric experiments revealed that OP9 cells acquired osteoblastic characteristics while down-regulating some features associated with mesenchymal stem cells, including the expression of angiopoietin 1, the c-Kit ligand, and VCAM-1. In contrast, the production of decorin, tenascins, and fibromodulin markedly increased. We found that at least 1 of these extracellular matrix components, decorin, is a regulator of hematopoiesis: upon addition of this proteoglycan to OP9 cocultures, decorin caused changes similar to those caused by Wnt3a. Furthermore, hematopoietic stem cell numbers in the BM and spleen were elevated in decorin-knockout mice. These findings define one mechanism through which canonical Wnt signaling could shape niches supportive of hematopoiesis.


Subject(s)
Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/physiology , Stem Cell Niche/physiology , Wnt Signaling Pathway/physiology , Adult , Animals , Cell Differentiation/genetics , Cell Proliferation , Cells, Cultured , Gene Expression Profiling , Hematopoiesis/genetics , Hematopoietic Stem Cells/metabolism , Humans , Infant, Newborn , Lymphopoiesis/genetics , Mice , Mice, Inbred C57BL , Mice, Knockout , Microarray Analysis , Stem Cell Niche/genetics , Wnt Signaling Pathway/genetics
11.
Toxins (Basel) ; 3(9): 1111-30, 2011 09.
Article in English | MEDLINE | ID: mdl-22039574

ABSTRACT

A major virulence factor of Bacillus anthracis is the anthrax Lethal Toxin (LeTx), a bipartite toxin composed of Protective Antigen and Lethal Factor. Systemic administration of LeTx to laboratory animals leads to death associated with vascular leakage and pulmonary edema. In this study, we investigated whether systemic exposure of mice to LeTx would induce gene expression changes associated with vascular/capillary leakage in lung tissue. We observed enhanced susceptibility of A/J mice to death by systemic LeTx administration compared to the C57BL/6 strain. LeTx-induced groups of both up- and down-regulated genes were observed in mouse lungs 6 h after systemic administration of wild type toxin compared to lungs of mice exposed to an inactive mutant form of the toxin. Lungs of the less susceptible C57BL/6 strain showed 80% fewer differentially expressed genes compared to lungs of the more sensitive A/J strain. Expression of genes known to regulate vascular permeability was modulated by LeTx in the lungs of the more susceptible A/J strain. Unexpectedly, the largest set of genes with altered expression was immune specific, characterized by the up-regulation of lymphoid genes and the down-regulation of myeloid genes. Transcripts encoding neutrophil chemoattractants, modulators of tumor regulation and angiogenesis were also differentially expressed in both mouse strains. These studies provide new directions for the investigation of vascular leakage and pulmonary edema induced by anthrax LeTx.


Subject(s)
Antigens, Bacterial/toxicity , Bacterial Toxins/toxicity , Lung/drug effects , Animals , Female , Gene Expression Regulation/drug effects , Lethal Dose 50 , Lung/metabolism , Lung/pathology , Mice , Mice, Inbred C57BL , Species Specificity
12.
Arthritis Rheum ; 63(4): 894-903, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21305505

ABSTRACT

OBJECTIVE: Serum rheumatoid factor (RF) and other heterophilic antibodies potentially interfere with antibody-based immunoassays by nonspecifically binding detection reagents. The purpose of this study was to assess whether these factors confound multiplex-based immunoassays, which are used with increasing frequency to measure cytokine and chemokine analytes in patients with rheumatoid arthritis (RA). METHODS: We performed multiplex immunoassays using different platforms to measure analyte concentrations in RA patient samples. Samples were depleted of RF by column-based affinity absorption or were exposed to agents that block heterophilic binding activity. RESULTS: In RA patients with high-titer RF, 69% of analytes demonstrated at least a 2-fold stronger multiplex signal in non-RF-depleted samples as compared to RF-depleted samples. This degree of erroneous signal amplification was less frequent in low-titer RF samples (17% of analytes; P < 0.0000001). Signal amplification by heterophilic antibodies was blocked effectively by HeteroBlock (≥ 150 µg/ml). In 35 RA patients, multiplex signals for 14 of 22 analytes were amplified erroneously in unblocked samples as compared to blocked samples (some >100-fold), but only in patients with high-titer RF (P < 0.002). Two other blocking agents, heterophilic blocking reagent and immunoglobulin-inhibiting reagent, also blocked heterophilic activity. CONCLUSION: All multiplex protein detection platforms we tested exhibited significant confounding by RF or other heterophilic antibodies. These findings have broad-reaching implications in the acquisition and interpretation of data derived from multiplex immunoassay testing of RA patient serum and possibly also in other conditions in which RF or other heterophilic antibodies may be present. Several available blocking agents effectively suppressed this erroneous signal amplification in the multiplex platforms tested.


Subject(s)
Antibodies, Heterophile/blood , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/immunology , Immunoassay/methods , Rheumatoid Factor/blood , Arthritis, Rheumatoid/blood , Biomarkers/blood , Chemokines/blood , Cytokines/blood , Diagnostic Errors , Humans , Protein Binding
13.
Genome Med ; 2(7): 44, 2010 Jul 28.
Article in English | MEDLINE | ID: mdl-20670388

ABSTRACT

Studies in model organisms and humans have begun to reveal the complexity of the transcriptome. In addition to serving as passive templates from which genes are translated, RNA molecules are active, functional elements of the cell whose products can detect, interact with, and modify other transcripts. Gene expression profiling is the method most commonly used thus far to enrich our understanding of the molecular basis of rheumatoid arthritis in adults and juvenile idiopathic arthritis in children. The feasibility of this approach for patient classification (for example, active versus inactive disease, disease subsets) and improving prognosis (for example, response to therapy) has been demonstrated over the past 7 years. Mechanistic understanding of disease-related differences in gene expression must be interpreted in the context of interactions with transcriptional regulatory molecules and epigenetic alterations of the genome. Ongoing work regarding such functional complexities in the human genome will likely bring both insight and surprise to our understanding of rheumatoid arthritis.

14.
Blood ; 115(2): 238-46, 2010 Jan 14.
Article in English | MEDLINE | ID: mdl-19880499

ABSTRACT

During inflammation, elevated granulocyte macrophage-colony-stimulating factor (GM-CSF) directs the development of new dendritic cells (DCs). This pathway is influenced by environmental factors, and we previously showed that physiologic levels of estradiol, acting through estrogen receptor alpha (ERalpha), promote the GM-CSF-mediated differentiation of a CD11b(+) DC subset from myeloid progenitors (MPs). We now have identified interferon regulatory factor 4 (IRF4), a transcription factor induced by GM-CSF and critical for CD11b(+) DC development in vivo, as a target of ERalpha signaling during this process. In MPs, ERalpha potentiates and sustains GM-CSF induction of IRF4. Furthermore, retroviral delivery of the Irf4 cDNA to undifferentiated ERalpha(-/-) bone marrow cells restored the development of the estradiol/ERalpha-dependent DC population, indicating that an elevated amount of IRF4 protein substitutes for ERalpha signaling. Thus at an early stage in the MP response to GM-CSF, ERalpha signaling induces an elevated amount of IRF4, which leads to a developmental program underlying CD11b(+) DC differentiation.


Subject(s)
Cell Differentiation/physiology , Dendritic Cells/metabolism , Estrogen Receptor alpha/metabolism , Gene Expression Regulation/physiology , Interferon Regulatory Factors/biosynthesis , Signal Transduction/physiology , Animals , Bone Marrow Cells/cytology , Bone Marrow Cells/immunology , Bone Marrow Cells/metabolism , CD11b Antigen/genetics , CD11b Antigen/immunology , CD11b Antigen/metabolism , Cell Differentiation/drug effects , Cells, Cultured , Dendritic Cells/cytology , Dendritic Cells/immunology , Estradiol/pharmacology , Estrogen Receptor alpha/genetics , Estrogen Receptor alpha/immunology , Estrogens/pharmacology , Gene Expression Regulation/drug effects , Granulocyte-Macrophage Colony-Stimulating Factor/pharmacology , Interferon Regulatory Factors/genetics , Interferon Regulatory Factors/immunology , Mice , Mice, Mutant Strains , Myeloid Cells/cytology , Myeloid Cells/immunology , Myeloid Cells/metabolism , Retroviridae , Signal Transduction/drug effects , Transduction, Genetic
15.
Arthritis Rheum ; 60(5): 1488-95, 2009 May.
Article in English | MEDLINE | ID: mdl-19404961

ABSTRACT

OBJECTIVE: We have previously reported a defect in neutrophil activation in children with polyarticular juvenile idiopathic arthritis (JIA). The current study was undertaken to determine whether gene expression abnormalities persist in JIA in remission and to use systems biology analysis to elucidate pathologic pathways in polyarticular JIA. METHODS: We performed gene expression profiling on neutrophils from children with polyarticular JIA. Children were grouped according to disease status. We studied 14 children with active disease who were taking medication, 8 children with clinical remission of disease who were taking medication (CRM status), and 6 children with clinical remission of disease who were not taking medication (CR status). We also studied 13 healthy children whose age ranges overlapped those of the patients. RESULTS: Neutrophil abnormalities persisted in children with polyarticular JIA even after disease remission was achieved. Children with active disease and those with CRM status showed no differences in expression of specific genes, although they could be separated on cluster analysis. A comparison of children with CR status and healthy control children revealed networks of pro- and antiinflammatory genes that suggested that remission is a state of homeostasis and balance rather than a return to normal immune function. Furthermore, gene overexpression in patients with CR status supports the hypothesis that neutrophils play a role in regulating adaptive immunity in this disease. CONCLUSION: Neutrophil gene profiling in polyarticular JIA suggests important roles for neutrophils in disease pathogenesis. These findings suggest the presence of complex interactions between innate and adaptive immunity, that are not easily modeled in conventional, linear, reductionist systems.


Subject(s)
Arthritis, Juvenile/immunology , Gene Expression Profiling , Neutrophils/immunology , Adolescent , Child , Child, Preschool , Cluster Analysis , Humans , Reverse Transcriptase Polymerase Chain Reaction
16.
Prostate ; 69(10): 1077-90, 2009 Jul 01.
Article in English | MEDLINE | ID: mdl-19343732

ABSTRACT

BACKGROUND: Human prostate cancer LNCaP and PC-3 cell lines have been extensively used to study prostate cancer progression and to develop therapeutic agents. Although LNCaP and PC-3 cells are generally assumed to represent early and late stages of prostate cancer, respectively, there is limited information regarding gene expression patterns between these two cell lines and its relationship to prostate cancer. METHODS: Comprehensive gene expression analysis was performed. Total RNA was isolated from cultured cells and hybridized to Illumina human BeadChips representing 24,526 transcripts. Bioinformatics analysis was applied to identify cell line specific genes as well as biological mechanisms, pathways, and functions related to the genes. RESULTS: A total of 2,198 genes were differentially expressed between LNCaP and PC-3 cells. Using a robust statistical analysis and high significance criteria, 115 and 188 genes were identified to be unique to LNCaP and PC-3 cells, respectively. LNCaP cells maintained various metabolic pathways including a gene cluster that encodes UDP-glucuronosyltransferases. Several transcription factors including Tal alpha/beta, GATA-1, and c-Myc/Max may be responsible for regulating LNCaP cell specific genes. By contrast, PC-3 cells were characterized by their unique expression of cytoskeleton-related genes and other genes including VEGFC, IL8, and TGF beta 2. CONCLUSIONS: This study showed that LNCaP and PC-3 cells represent two distinct prostate cancer cell lineages. LNCaP cells retain many prostate cell specific properties, whereas PC-3 cells have acquired a more aggressive phenotype. Future studies for prostate cancer research need to consider similarities and differences between these two cells and their relationship to prostate cancer.


Subject(s)
Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/genetics , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Bone Neoplasms/genetics , Bone Neoplasms/pathology , Cell Line, Tumor , Gene Regulatory Networks/genetics , Humans , Male , Prostatic Neoplasms/classification
17.
Arthritis Rheum ; 60(4): 1076-84, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19333917

ABSTRACT

OBJECTIVE: Both genetic and epigenetic factors play an important role in the pathogenesis of lupus. The aim of this study was to examine methyl-CpG-binding protein 2 gene (MECP2) polymorphisms in a large cohort of patients with lupus and control subjects, and to determine the functional consequences of the lupus-associated MECP2 haplotype. METHODS: We genotyped 18 single-nucleotide polymorphisms within MECP2, located on chromosome Xq28, in a large cohort of patients with lupus and control subjects of European descent. We studied the functional effects of the lupus-associated MECP2 haplotype by determining gene expression profiles in B cell lines in female lupus patients with and those without the lupus-associated MECP2 risk haplotype. RESULTS: We confirmed, replicated, and extended the genetic association between lupus and genetic markers within MECP2 in a large independent cohort of lupus patients and control subjects of European descent (odds ratio 1.35, P = 6.65 x 10(-11)). MECP2 is a dichotomous transcription regulator that either activates or represses gene expression. We identified 128 genes that are differentially expressed in lupus patients with the disease-associated MECP2 haplotype; most ( approximately 81%) were up-regulated. Genes that were up-regulated had significantly more CpG islands in their promoter regions compared with genes that were down-regulated. Gene ontology analysis using the differentially expressed genes revealed significant association with epigenetic regulatory mechanisms, suggesting that these genes are targets for MECP2 regulation in B cells. Furthermore, at least 13 of the 104 up-regulated genes are regulated by interferon. The disease-risk MECP2 haplotype was associated with increased expression of the MECP2 transcription coactivator CREB1 and decreased expression of the corepressor histone deacetylase 1. CONCLUSION: Polymorphism in the MECP2 locus is associated with lupus and, at least in part, contributes to the interferon signature observed in lupus patients.


Subject(s)
Lupus Erythematosus, Systemic/ethnology , Lupus Erythematosus, Systemic/genetics , Methyl-CpG-Binding Protein 2/genetics , White People/statistics & numerical data , B-Lymphocytes/cytology , B-Lymphocytes/physiology , Cells, Cultured , Cohort Studies , Epigenesis, Genetic , Female , Gene Frequency , Genetic Predisposition to Disease/ethnology , Genetic Variation , Haplotypes , Humans , Male , Phenotype , Polymorphism, Single Nucleotide , Risk Factors
18.
BMC Complement Altern Med ; 9: 6, 2009 Mar 18.
Article in English | MEDLINE | ID: mdl-19296830

ABSTRACT

BACKGROUND: Originating from Africa, India, and the Middle East, frankincense oil has been important both socially and economically as an ingredient in incense and perfumes for thousands of years. Frankincense oil is prepared from aromatic hardened gum resins obtained by tapping Boswellia trees. One of the main components of frankincense oil is boswellic acid, a component known to have anti-neoplastic properties. The goal of this study was to evaluate frankincense oil for its anti-tumor activity and signaling pathways in bladder cancer cells. METHODS: Frankincense oil-induced cell viability was investigated in human bladder cancer J82 cells and immortalized normal bladder urothelial UROtsa cells. Temporal regulation of frankincense oil-activated gene expression in bladder cancer cells was identified by microarray and bioinformatics analysis. RESULTS: Within a range of concentration, frankincense oil suppressed cell viability in bladder transitional carcinoma J82 cells but not in UROtsa cells. Comprehensive gene expression analysis confirmed that frankincense oil activates genes that are responsible for cell cycle arrest, cell growth suppression, and apoptosis in J82 cells. However, frankincense oil-induced cell death in J82 cells did not result in DNA fragmentation, a hallmark of apoptosis. CONCLUSION: Frankincense oil appears to distinguish cancerous from normal bladder cells and suppress cancer cell viability. Microarray and bioinformatics analysis proposed multiple pathways that can be activated by frankincense oil to induce bladder cancer cell death. Frankincense oil might represent an alternative intravesical agent for bladder cancer treatment.


Subject(s)
Antineoplastic Agents, Phytogenic/therapeutic use , Boswellia , Oils, Volatile/therapeutic use , Plant Extracts/therapeutic use , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/genetics , Urothelium/drug effects , Apoptosis/drug effects , Cell Cycle/drug effects , Cell Line/drug effects , Cell Line, Tumor/drug effects , Cell Survival/drug effects , Gene Expression Profiling , Gene Expression Regulation , Humans , Oligonucleotide Array Sequence Analysis/methods , Resins, Plant , Transcription Factors , Urothelium/cytology
19.
BMC Med Genomics ; 2: 9, 2009 Feb 23.
Article in English | MEDLINE | ID: mdl-19236715

ABSTRACT

BACKGROUND: While standard reductionist approaches have provided some insights into specific gene polymorphisms and molecular pathways involved in disease pathogenesis, our understanding of complex traits such as atherosclerosis or type 2 diabetes remains incomplete. Gene expression profiling provides an unprecedented opportunity to understand complex human diseases by providing a global view of the multiple interactions across the genome that are likely to contribute to disease pathogenesis. Thus, the goal of gene expression profiling is not to generate lists of differentially expressed genes, but to identify the physiologic or pathogenic processes and structures represented in the expression profile. METHODS: RNA was separately extracted from peripheral blood neutrophils and mononuclear leukocytes, labeled, and hybridized to genome level microarrays to generate expression profiles of children with polyarticular juvenile idiopathic arthritis, juvenile dermatomyositis relative to childhood controls. Statistically significantly differentially expressed genes were identified from samples of each disease relative to controls. Functional network analysis identified interactions between products of these differentially expressed genes. RESULTS: In silico models of both diseases demonstrated similar features with properties of scale-free networks previously described in physiologic systems. These networks were observable in both cells of the innate immune system (neutrophils) and cells of the adaptive immune system (peripheral blood mononuclear cells). CONCLUSION: Genome-level transcriptional profiling from childhood onset rheumatic diseases suggested complex interactions in two arms of the immune system in both diseases. The disease associated networks showed scale-free network patterns similar to those reported in normal physiology. We postulate that these features have important implications for therapy as such networks are relatively resistant to perturbation.

20.
Arthritis Rheum ; 60(3): 892-900, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19248118

ABSTRACT

OBJECTIVE: The development of biomarkers to predict response to therapy in polyarticular juvenile idiopathic arthritis (JIA) is an important issue in pediatric rheumatology. A critical step in this process is determining whether there is biologic meaning to clinically derived terms such as "active disease" and "remission." The aim of this study was to use a systems biology approach to address this question. METHODS: We performed gene transcriptional profiling on children who fulfilled the criteria for specific disease states as defined by the consensus criteria developed by Wallace and colleagues. The study group comprised children with active disease (n = 14), children with clinical remission on medication (CRM; n = 9), children with clinical remission off medication (CR; n = 6), and healthy control children (n = 13). Transcriptional profiles in peripheral blood mononuclear cells (PBMCs) were obtained using Affymetrix U133 Plus 2.0 arrays. RESULTS: Hierarchical cluster analysis and predictive modeling demonstrated that the clinically derived criteria represent biologically distinct states. Minimal differences were seen between children with active disease and those with disease in CRM. Thus, underlying immune/inflammatory abnormalities persist despite a response to therapy. The PBMC transcriptional profiles of children whose disease was in remission did not return to normal but revealed networks of proinflammatory and antiinflammatory genes, suggesting that remission is a state of homeostasis, not a return to a normal state. CONCLUSION: Gene transcriptional profiling of PBMCs revealed that clinically derived criteria for JIA disease states reflect underlying biology. We also demonstrated that neither CRM nor CR status results in resolution of the underlying inflammatory process, but that these conditions are more likely to be states of balanced homeostasis between proinflammatory and antiinflammatory mechanisms.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Juvenile/drug therapy , Arthritis, Juvenile/genetics , Gene Expression Profiling , Leukocytes, Mononuclear/metabolism , Methotrexate/therapeutic use , Adolescent , Arthritis, Juvenile/blood , Biomarkers/blood , Case-Control Studies , Child , Child, Preschool , Cluster Analysis , Homeostasis/genetics , Humans , Leukocytes, Mononuclear/cytology , Leukocytes, Mononuclear/pathology , Remission Induction
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