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Dozmorov I, Dominguez N, Sestak AL, Robertson JM, Harley JB, James JA, Guthridge JM. Evidence of dynamically dysregulated gene expression pathways in hyperresponsive B cells from African American lupus patients. PLoS One 2013; 8:e71397. [PMID: 23977035 PMCID: PMC3744560 DOI: 10.1371/journal.pone.0071397] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Accepted: 06/29/2013] [Indexed: 01/07/2023] Open
Abstract
Recent application of gene expression profiling to the immune system has shown a great potential for characterization of complex regulatory processes. It is becoming increasingly important to characterize functional systems through multigene interactions to provide valuable insights into differences between healthy controls and autoimmune patients. Here we apply an original systematic approach to the analysis of changes in regulatory gene interconnections between in Epstein-Barr virus transformed hyperresponsive B cells from SLE patients and normal control B cells. Both traditional analysis of differential gene expression and analysis of the dynamics of gene expression variations were performed in combination to establish model networks of functional gene expression. This Pathway Dysregulation Analysis identified known transcription factors and transcriptional regulators activated uniquely in stimulated B cells from SLE patients.
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Affiliation(s)
- Igor Dozmorov
- University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Nicolas Dominguez
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America
| | - Andrea L. Sestak
- University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, United States of America
| | - Julie M. Robertson
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America
| | - John B. Harley
- United States Department of Veterans Affairs Medical Center, Cincinnati, Ohio, United States of America
- Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, United States of America
| | - Judith A. James
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America
- University of Oklahoma Health Science Center, Oklahoma City, Oklahoma, United States of America
| | - Joel M. Guthridge
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America
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Abstract
Individual cytokines and groups of cytokines that might represent networks in chronic lymphocytic leukemia (CLL) were analyzed and their prognostic values determined. Serum levels of 23 cytokines were measured in 84 patients and 49 age-matched controls; 17 levels were significantly elevated in patients. Unsupervised hierarchical bicluster analysis identified 3 clusters (CLs) of highly correlated but differentially expressed cytokines: CL1 (CXCL9, CXCL10, CXCL11, CCL3, CCL4, CCL19, IL-5, IL-12, and IFNγ), CL2 (TNFα, IL-6, IL-8, and GM-CSF), and CL3 (IL-1β, IL-2, IL-4, IL-15, IL-17, and IFNα). Combination scores integrating expression of CL1/CL2 or CL1/CL3 strongly correlated (P < .005) with time-to-first-treatment and overall survival (OS), respectively. Patients with the worst course had high CL1 and low CL2 or CL3 levels. Multivariate analysis revealed that CL1/CL2 combination score and immunoglobulin heavy chain variable region mutation status were independent prognostic indicators for time-to-first-treatment, whereas CL1/CL3 combination score and immunoglobulin heavy chain variable region mutation status were independent markers for OS. Thus, we identified groups of cytokines differentially expressed in CLL that are independent prognostic indicators of aggressive disease and OS. These findings indicate the value of multicytokine analyses for prognosis and suggest therapeutic strategies in CLL aimed at reducing CL1 and increasing CL2/CL3 cytokines.
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Dozmorov IM, Jarvis J, Saban R, Benbrook DM, Wakeland E, Aksentijevich I, Ryan J, Chiorazzi N, Guthridge JM, Drewe E, Tighe PJ, Centola M, Lefkovits I. Internal standard-based analysis of microarray data2--analysis of functional associations between HVE-genes. Nucleic Acids Res 2011; 39:7881-99. [PMID: 21715372 PMCID: PMC3185418 DOI: 10.1093/nar/gkr503] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
In this work we apply the Internal Standard-based analytical approach that we described in an earlier communication and here we demonstrate experimental results on functional associations among the hypervariably-expressed genes (HVE-genes). Our working assumption was that those genetic components, which initiate the disease, involve HVE-genes for which the level of expression is undistinguishable among healthy individuals and individuals with pathology. We show that analysis of the functional associations of the HVE-genes is indeed suitable to revealing disease-specific differences. We show also that another possible exploit of HVE-genes for characterization of pathological alterations is by using multivariate classification methods. This in turn offers important clues on naturally occurring dynamic processes in the organism and is further used for dynamic discrimination of groups of compared samples. We conclude that our approach can uncover principally new collective differences that cannot be discerned by individual gene analysis.
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Affiliation(s)
- Igor M Dozmorov
- Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA.
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Benbrook DM, Lightfoot S, Ranger-Moore J, Liu T, Chengedza S, Berry WL, Dozmorov I. Gene expression analysis of biological systems driving an organotypic model of endometrial carcinogenesis and chemoprevention. GENE REGULATION AND SYSTEMS BIOLOGY 2010; 2:21-42. [PMID: 19784388 PMCID: PMC2733085 DOI: 10.4137/grsb.s344] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
An organotypic model of endometrial carcinogenesis and chemoprevention was developed in which normal endometrial organotypic cultures exposed to the carcinogen, DMBA (7,12-dimethylbenz[a]anthracene), developed a cancerous phenotype in the absence, but not presence of subsequent treatment with a flexible heteroarotinoid (Flex-Het), called SHetA2. A discriminant function based on karyometric features of cellular nuclei and an agar clonogenic assay confirmed these histologic changes. Interpretation of microarray data using an internal standard approach identified major pathways associated with carcinogenesis and chemoprevention governed by c-myc, p53, TNFα and Jun genes. Cluster analysis of functional associations of hypervariable genes demonstrated that carcinogenesis is accompanied by a stimulating association between a module of genes that includes tumor necrosis factor α (TNFα), c-myc, and epidermal growth factor-receptor (EGF-R) and a module that includes insulin-like growth factor I-receptor (IGF-IR), p53, and Jun genes. Two secreted proteins involved in these systems, tenascin C and inhibin A, were validated at the protein level. Tenascin C is an EGF-R ligand, and therefore may contribute to the increased EGF-R involvement in carcinogenesis. The known roles of the identified molecular systems in DMBA and endometrial carcinogenesis and chemoprevention supports the validity of this model and the potential clinical utility of SHetA2 in chemoprevention.
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Affiliation(s)
- Doris M Benbrook
- Department of Obstetrics and Gynecology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.
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Dozmorov I, Lefkovits I. Internal standard-based analysis of microarray data. Part 1: analysis of differential gene expressions. Nucleic Acids Res 2009; 37:6323-39. [PMID: 19720734 PMCID: PMC2770671 DOI: 10.1093/nar/gkp706] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Genome-scale microarray experiments for comparative analysis of gene expressions produce massive amounts of information. Traditional statistical approaches fail to achieve the required accuracy in sensitivity and specificity of the analysis. Since the problem can be resolved neither by increasing the number of replicates nor by manipulating thresholds, one needs a novel approach to the analysis. This article describes methods to improve the power of microarray analyses by defining internal standards to characterize features of the biological system being studied and the technological processes underlying the microarray experiments. Applying these methods, internal standards are identified and then the obtained parameters are used to define (i) genes that are distinct in their expression from background; (ii) genes that are differentially expressed; and finally (iii) genes that have similar dynamical behavior.
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Affiliation(s)
- Igor Dozmorov
- Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA.
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Rudick CN, Bryce PJ, Guichelaar LA, Berry RE, Klumpp DJ. Mast cell-derived histamine mediates cystitis pain. PLoS One 2008; 3:e2096. [PMID: 18461160 PMCID: PMC2346452 DOI: 10.1371/journal.pone.0002096] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2008] [Accepted: 03/18/2008] [Indexed: 11/25/2022] Open
Abstract
Background Mast cells trigger inflammation that is associated with local pain, but the mechanisms mediating pain are unclear. Interstitial cystitis (IC) is a bladder disease that causes debilitating pelvic pain of unknown origin and without consistent inflammation, but IC symptoms correlate with elevated bladder lamina propria mast cell counts. We hypothesized that mast cells mediate pelvic pain directly and examined pain behavior using a murine model that recapitulates key aspects of IC. Methods and Findings Infection of mice with pseudorabies virus (PRV) induces a neurogenic cystitis associated with lamina propria mast cell accumulation dependent upon tumor necrosis factor alpha (TNF), TNF-mediated bladder barrier dysfunction, and pelvic pain behavior, but the molecular basis for pelvic pain is unknown. In this study, both PRV-induced pelvic pain and bladder pathophysiology were abrogated in mast cell-deficient mice but were restored by reconstitution with wild type bone marrow. Pelvic pain developed normally in TNF- and TNF receptor-deficient mice, while bladder pathophysiology was abrogated. Conversely, genetic or pharmacologic disruption of histamine receptor H1R or H2R attenuated pelvic pain without altering pathophysiology. Conclusions These data demonstrate that mast cells promote cystitis pain and bladder pathophysiology through the separable actions of histamine and TNF, respectively. Therefore, pain is independent of pathology and inflammation, and histamine receptors represent direct therapeutic targets for pain in IC and other chronic pain conditions.
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Affiliation(s)
- Charles N. Rudick
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Paul J. Bryce
- Division of Allergy-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Laura A. Guichelaar
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Ruth E. Berry
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - David J. Klumpp
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
- Department of Microbiology-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
- * E-mail:
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Saban MR, O'Donnell MA, Hurst RE, Wu XR, Simpson C, Dozmorov I, Davis C, Saban R. Molecular networks discriminating mouse bladder responses to intravesical bacillus Calmette-Guerin (BCG), LPS, and TNF-alpha. BMC Immunol 2008; 9:4. [PMID: 18267009 PMCID: PMC2262873 DOI: 10.1186/1471-2172-9-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2007] [Accepted: 02/11/2008] [Indexed: 12/26/2022] Open
Abstract
Background Despite being a mainstay for treating superficial bladder carcinoma and a promising agent for interstitial cystitis, the precise mechanism of Bacillus Calmette-Guerin (BCG) remains poorly understood. It is particularly unclear whether BCG is capable of altering gene expression in the bladder target organ beyond its well-recognized pro-inflammatory effects and how this relates to its therapeutic efficacy. The objective of this study was to determine differentially expressed genes in the mouse bladder following chronic intravesical BCG therapy and to compare the results to non-specific pro inflammatory stimuli (LPS and TNF-α). For this purpose, C57BL/6 female mice received four weekly instillations of BCG, LPS, or TNF-α. Seven days after the last instillation, the urothelium along with the submucosa was removed from detrusor muscle and the RNA was extracted from both layers for cDNA array experiments. Microarray results were normalized by a robust regression analysis and only genes with an expression above a conditional threshold of 0.001 (3SD above background) were selected for analysis. Next, genes presenting a 3-fold ratio in regard to the control group were entered in Ingenuity Pathway Analysis (IPA) for a comparative analysis in order to determine genes specifically regulated by BCG, TNF-α, and LPS. In addition, the transcriptome was precipitated with an antibody against RNA polymerase II and real-time polymerase chain reaction assay (Q-PCR) was used to confirm some of the BCG-specific transcripts. Results Molecular networks of treatment-specific genes generated several hypotheses regarding the mode of action of BCG. BCG-specific genes involved small GTPases and BCG-specific networks overlapped with the following canonical signaling pathways: axonal guidance, B cell receptor, aryl hydrocarbon receptor, IL-6, PPAR, Wnt/β-catenin, and cAMP. In addition, a specific detrusor network expressed a high degree of overlap with the development of the lymphatic system. Interestingly, TNF-α-specific networks overlapped with the following canonical signaling pathways: PPAR, death receptor, and apoptosis. Finally, LPS-specific networks overlapped with the LPS/IL-1 mediated inhibition of RXR. Because NF-kappaB occupied a central position in several networks, we further determined whether this transcription factor was part of the responses to BCG. Electrophoretic mobility shift assays confirmed the participation of NF-kappaB in the mouse bladder responses to BCG. In addition, BCG treatment of a human urothelial cancer cell line (J82) also increased the binding activity of NF-kappaB, as determined by precipitation of the chromatin by a NF-kappaB-p65 antibody and Q-PCR of genes bearing a NF-kappaB consensus sequence. Next, we tested the hypothesis of whether small GTPases such as LRG-47 are involved in the uptake of BCG by the bladder urothelium. Conclusion As expected, BCG treatment induces the transcription of genes belonging to common pro-inflammatory networks. However, BCG also induces unique genes belonging to molecular networks involved in axonal guidance and lymphatic system development within the bladder target organ. In addition, NF-kappaB seems to play a predominant role in the bladder responses to BCG therapy. Finally, in intact urothelium, BCG-GFP internalizes in LRG-47-positive vesicles. These results provide a molecular framework for the further study of the involvement of immune and nervous systems in the bladder responses to BCG therapy.
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Affiliation(s)
- Marcia R Saban
- College of Medicine, Department of Physiology, Oklahoma University Health Sciences Center (OUHSC), Oklahoma City, OK 73104, USA.
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Saban R, Simpson C, Davis CA, Dozmorov I, Maier J, Fowler B, Ihnat MA, Hurst RE, Wershil BK, Saban MR. Transcription factor network downstream of protease activated receptors (PARs) modulating mouse bladder inflammation. BMC Immunol 2007; 8:17. [PMID: 17705868 PMCID: PMC2000913 DOI: 10.1186/1471-2172-8-17] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2007] [Accepted: 08/17/2007] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND All four PARs are present in the urinary bladder, and their expression is altered during inflammation. In order to search for therapeutic targets other than the receptors themselves, we set forth to determine TFs downstream of PAR activation in the C57BL/6 urinary bladders. METHODS For this purpose, we used a protein/DNA combo array containing 345 different TF consensus sequences. Next, the TF selected was validated by EMSA and IHC. As mast cells seem to play a fundamental role in bladder inflammation, we determined whether c-kit receptor deficient (Kit w/Kit w-v) mice have an abrogated response to PAR stimulation. Finally, TFEB antibody was used for CHIP/Q-PCR assay and revealed up-regulation of genes known to be downstream of TFEB. RESULTS TFEB, a member of the MiTF family of basic helix-loop-helix leucine zipper, was the only TF commonly up-regulated by all PAR-APs. IHC results confirm a correlation between inflammation and TFEB expression in C57BL/6 mice. In contrast, Kit w/Kit w-v mice did not exhibit inflammation in response to PAR activation. EMSA results confirmed the increased TFEB binding activity in C57BL/6 but not in Kit w/Kit w-v mice. CONCLUSION This is the first report describing the increased expression of TFEB in bladder inflammation in response to PAR activation. As TFEB belongs to a family of TFs essential for mast cell survival, our findings suggest that this molecule may influence the participation of mast cells in PAR-mediated inflammation and that targeting TFEB/MiTF activity may be a novel approach for the treatment of bladder inflammatory disorders.
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Affiliation(s)
- Ricardo Saban
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Cindy Simpson
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Carole A Davis
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Igor Dozmorov
- Oklahoma Medical Research Foundation (OMRF), Imaging Core Facility, Oklahoma City, Oklahoma 73104, USA
| | - Julie Maier
- Oklahoma Medical Research Foundation (OMRF), Arthritis and Immunology Research Program, Microarray/Euk. Genomics Core Facility, Oklahoma City, Oklahoma 73104. USA
| | - Ben Fowler
- Oklahoma Medical Research Foundation (OMRF), Arthritis and Immunology Research Program, Microarray/Euk. Genomics Core Facility, Oklahoma City, Oklahoma 73104. USA
| | - Michael A Ihnat
- Department of Cell Biology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Robert E Hurst
- Department of Urology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Barry K Wershil
- Albert Einstein College of Medicine Division of Pediatric GI and Nutrition The Children's Hospital at Montefiore Bronx, NY 10467, USA
| | - Marcia R Saban
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
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Saban R, Simpson C, Vadigepalli R, Memet S, Dozmorov I, Saban MR. Bladder inflammatory transcriptome in response to tachykinins: neurokinin 1 receptor-dependent genes and transcription regulatory elements. BMC Urol 2007; 7:7. [PMID: 17519035 PMCID: PMC1888709 DOI: 10.1186/1471-2490-7-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2006] [Accepted: 05/22/2007] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Tachykinins (TK), such as substance P, and their neurokinin receptors which are ubiquitously expressed in the human urinary tract, represent an endogenous system regulating bladder inflammatory, immune responses, and visceral hypersensitivity. Increasing evidence correlates alterations in the TK system with urinary tract diseases such as neurogenic bladders, outflow obstruction, idiopathic detrusor instability, and interstitial cystitis. However, despite promising effects in animal models, there seems to be no published clinical study showing that NK-receptor antagonists are an effective treatment of pain in general or urinary tract disorders, such as detrusor overactivity. In order to search for therapeutic targets that could block the tachykinin system, we set forth to determine the regulatory network downstream of NK1 receptor activation. First, NK1R-dependent transcripts were determined and used to query known databases for their respective transcription regulatory elements (TREs). METHODS An expression analysis was performed using urinary bladders isolated from sensitized wild type (WT) and NK1R-/- mice that were stimulated with saline, LPS, or antigen to provoke inflammation. Based on cDNA array results, NK1R-dependent genes were selected. PAINT software was used to query TRANSFAC database and to retrieve upstream TREs that were confirmed by electrophoretic mobility shift assays. RESULTS The regulatory network of TREs driving NK1R-dependent genes presented cRel in a central position driving 22% of all genes, followed by AP-1, NF-kappaB, v-Myb, CRE-BP1/c-Jun, USF, Pax-6, Efr-1, Egr-3, and AREB6. A comparison between NK1R-dependent and NK1R-independent genes revealed Nkx-2.5 as a unique discriminator. In the presence of NK1R, Nkx2-5 _01 was significantly correlated with 36 transcripts which included several candidates for mediating bladder development (FGF) and inflammation (PAR-3, IL-1R, IL-6, alpha-NGF, TSP2). In the absence of NK1R, the matrix Nkx2-5_02 had a predominant participation driving 8 transcripts, which includes those involved in cancer (EYA1, Trail, HSF1, and ELK-1), smooth-to-skeletal muscle trans-differentiation, and Z01, a tight-junction protein, expression. Electrophoretic mobility shift assays confirmed that, in the mouse urinary bladder, activation of NK1R by substance P (SP) induces both NKx-2.5 and NF-kappaB translocations. CONCLUSION This is the first report describing a role for Nkx2.5 in the urinary tract. As Nkx2.5 is the unique discriminator of NK1R-modulated inflammation, it can be imagined that in the near future, new based therapies selective for controlling Nkx2.5 activity in the urinary tract may be used in the treatment in a number of bladder disorders.
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Affiliation(s)
- Ricardo Saban
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Cindy Simpson
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Rajanikanth Vadigepalli
- Daniel Baugh Institute for Functional Genomics and Computational Biology, Department of Pathology, Anatomy and Cell Biology. Thomas Jefferson University, Philadelphia PA 19107, USA
| | - Sylvie Memet
- Unité de Mycologie Moléculaire, URA CNRS 3012, Institut Pasteur, 75724 Paris Cedex 15, France
| | - Igor Dozmorov
- Oklahoma Medical Research Foundation (OMRF), Arthritis and Immunology Research Program, Microarray/Euk. Genomics Core Facility, Oklahoma City, Oklahoma 73104, USA
| | - Marcia R Saban
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
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Saban R, D'Andrea MR, Andrade-Gordon P, Derian CK, Dozmorov I, Ihnat MA, Hurst RE, Simpson C, Saban MR. Regulatory network of inflammation downstream of proteinase-activated receptors. BMC PHYSIOLOGY 2007; 7:3. [PMID: 17397547 PMCID: PMC1853107 DOI: 10.1186/1472-6793-7-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2006] [Accepted: 03/30/2007] [Indexed: 12/13/2022]
Abstract
Background Protease-activated receptors (PAR) are present in the urinary bladder, and their expression is altered in response to inflammation. PARs are a unique class of G protein-coupled that carry their own ligands, which remain cryptic until unmasked by proteolytic cleavage. Although the canonical signal transduction pathway downstream of PAR activation and coupling with various G proteins is known and leads to the rapid transcription of genes involved in inflammation, the effect of PAR activation on the downstream transcriptome is unknown. We have shown that intravesical administration of PAR-activating peptides leads to an inflammatory reaction characterized by edema and granulocyte infiltration. Moreover, the inflammatory response to intravesical instillation of known pro-inflammatory stimuli such as E. coli lipopolysaccharide (LPS), substance P (SP), and antigen was strongly attenuated by PAR1- and to a lesser extent by PAR2-deficiency. Results Here, cDNA array experiments determined inflammatory genes whose expression is dependent on PAR1 activation. For this purpose, we compared the alteration in gene expression in wild type and PAR1-/- mice induced by classical pro-inflammatory stimuli (LPS, SP, and antigen). 75 transcripts were considered to be dependent on PAR-1 activation and further annotated in silico by Ingenuity Pathways Analysis (IPA) and gene ontology (GO). Selected transcripts were target validated by quantitative PCR (Q-PCR). Among PAR1-dependent transcripts, the following have been implicated in the inflammatory process: b2m, ccl7, cd200, cd63, cdbpd, cfl1, dusp1, fkbp1a, fth1, hspb1, marcksl1, mmp2, myo5a, nfkbia, pax1, plaur, ppia, ptpn1, ptprcap, s100a10, sim2, and tnfaip2. However, a balanced response to signals of injury requires a transient cellular activation of a panel of genes together with inhibitory systems that temper the overwhelming inflammation. In this context, the activation of genes such as dusp1 and nfkbia seems to counter-balance the inflammatory response to PAR activation by limiting prolonged activation of p38 MAPK and increased cytokine production. In contrast, transcripts such as arf6 and dcnt1 that are involved in the mechanism of PAR re-sensitization would tend to perpetuate the inflammatory reaction in response to common pro-inflammatory stimuli. Conclusion The combination of cDNA array results and genomic networks reveals an overriding participation of PAR1 in bladder inflammation, provides a working model for the involvement of downstream signaling, and evokes testable hypotheses regarding the transcriptome downstream of PAR1 activation. It remains to be determined whether or not mechanisms targeting PAR1 gene silencing or PAR1 blockade will ameliorate the clinical manifestation of cystitis.
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Affiliation(s)
- Ricardo Saban
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Michael R D'Andrea
- J&J Pharmaceutical Research and Development Spring House, PA 19477-0776, USA
| | | | - Claudia K Derian
- J&J Pharmaceutical Research and Development Spring House, PA 19477-0776, USA
| | - Igor Dozmorov
- Oklahoma Medical Research Foundation (OMRF), Arthritis and Immunology Research Program, Microarray/Euk. Genomics Core Facility, Oklahoma City, Oklahoma 73104, USA
| | - Michael A Ihnat
- Department of Cell Biology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Robert E Hurst
- Department of Urology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Cindy Simpson
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Marcia R Saban
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
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Saban R, D'Andrea MR, Andrade-Gordon P, Derian CK, Dozmorov I, Ihnat MA, Hurst RE, Davis CA, Simpson C, Saban MR. Mandatory role of proteinase-activated receptor 1 in experimental bladder inflammation. BMC PHYSIOLOGY 2007; 7:4. [PMID: 17397548 PMCID: PMC1853108 DOI: 10.1186/1472-6793-7-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2006] [Accepted: 03/30/2007] [Indexed: 02/07/2023]
Abstract
Background In general, inflammation plays a role in most bladder pathologies and represents a defense reaction to injury that often times is two edged. In particular, bladder neurogenic inflammation involves the participation of mast cells and sensory nerves. Increased mast cell numbers and tryptase release represent one of the prevalent etiologic theories for interstitial cystitis and other urinary bladder inflammatory conditions. The activity of mast cell-derived tryptase as well as thrombin is significantly increased during inflammation. Those enzymes activate specific G-protein coupled proteinase-activated receptors (PAR)s. Four PARs have been cloned so far, and not only are all four receptors highly expressed in different cell types of the mouse urinary bladder, but their expression is altered during experimental bladder inflammation. We hypothesize that PARs may link mast cell-derived proteases to bladder inflammation and, therefore, play a fundamental role in the pathogenesis of cystitis. Results Here, we demonstrate that in addition to the mouse urinary bladder, all four PA receptors are also expressed in the J82 human urothelial cell line. Intravesical administration of PAR-activating peptides in mice leads to an inflammatory reaction characterized by edema and granulocyte infiltration. Moreover, the inflammatory response to intravesical instillation of known pro-inflammatory stimuli such as E. coli lipopolysaccharide (LPS), substance P, and antigen was strongly attenuated by PAR1-, and to a lesser extent, by PAR2-deficiency. Conclusion Our results reveal an overriding participation of PAR1 in bladder inflammation, provide a working model for the involvement of downstream signaling, and evoke testable hypotheses regarding the role of PARs in bladder inflammation. It remains to be determined whether or not mechanisms targeting PAR1 gene silencing or PAR1 blockade will ameliorate the clinical manifestations of cystitis.
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Affiliation(s)
- Ricardo Saban
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Michael R D'Andrea
- J&J Pharmaceutical Research and Development Spring House, PA 19477-0776, USA
| | | | - Claudia K Derian
- J&J Pharmaceutical Research and Development Spring House, PA 19477-0776, USA
| | - Igor Dozmorov
- Oklahoma Medical Research Foundation (OMRF), Arthritis and Immunology Research Program, Microarray/Euk. Genomics Core Facility, Oklahoma City, Oklahoma 73104, USA
| | - Michael A Ihnat
- Department of Cell Biology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Robert E Hurst
- Department of Urology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Carole A Davis
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Cindy Simpson
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Marcia R Saban
- Department of Physiology, The University Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
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Zimmerman RA, Dozmorov I, Nunlist EH, Tang Y, Li X, Cowan R, Centola M, Frank MB, Culkin DJ, Lin HK. 5alpha-Androstane-3alpha,17beta-diol activates pathway that resembles the epidermal growth factor responsive pathways in stimulating human prostate cancer LNCaP cell proliferation. Prostate Cancer Prostatic Dis 2005; 7:364-74. [PMID: 15452555 DOI: 10.1038/sj.pcan.4500761] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
5alpha-Androstane-3alpha,17beta-diol (3alpha-diol) is considered to have no androgenic effects in androgen target organs unless it is oxidized to 5alpha-dihydrotestosterone (5alpha-DHT). We used microarray and bioinformatics to identify and compare 3alpha-diol and 5alpha-DHT responsive gene in human prostate LNCaP cells. Through a procedure called 'hypervariable determination', a similar set of 30 responsive genes involving signal transduction, transcription regulation, and cell proliferation were selected in 5alpha-DHT-, 3alpha-diol-, and epidermal growth factor (EGF)-treated samples. F-means cluster and networking procedures showed that the responsive pattern of these genes was more closely related between 3alpha-diol and EGF than between 5alpha-DHT and 3alpha-diol treatments. We conclude that 3alpha-diol is capable of stimulating prostate cell proliferation by eliciting EGF-like pathway in conjunction with androgen receptor pathway.
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Affiliation(s)
- R A Zimmerman
- Department of Urology, University of Oklahoma Health Sciences Center, 920 Stanton L Young Blvd, Oklahoma City, OK 73104, USA
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Huang H, Frank MB, Dozmorov I, Cao W, Cadwell C, Knowlton N, Centola M, Anderson RE. Identification of mouse retinal genes differentially regulated by dim and bright cyclic light rearing. Exp Eye Res 2005; 80:727-39. [PMID: 15862179 DOI: 10.1016/j.exer.2004.11.019] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2004] [Revised: 10/25/2004] [Accepted: 11/30/2004] [Indexed: 11/30/2022]
Abstract
Bright cyclic light rearing protects BALB/c mice from light-induced photoreceptor apoptosis compared to dim cyclic light rearing. We used a microarray approach to search for putative neuroprotection genes that were up- or down-regulated under these environmental conditions. Retinal protection by bright cyclic rearing was determined by quantitative histology and DNA fragmentation analysis. Total RNA was isolated from 5-week-old mice raised in bright (400 lux) or dim (5 lux) cyclic light and prepared for analysis on microarrays produced using a 70-mer oligonucleotide library that represented 16,463 mouse genes. Genes of interest were identified using statistically robust bioinformatics analysis methods that were developed in-house. Changes in some genes were confirmed with quantitative real time PCR. We found that 952 genes were up- or down-regulated by bright cyclic light rearing compared to dim cyclic light rearing. One hundred and eighty-four of them, having >/=2-fold differences, were grouped into 13 categories, and selected for further consideration. Eleven up-regulated and two down-regulated genes were confirmed by semi-quantitative PCR. Five neuroprotection-associated genes were up-regulated by bright cyclic light rearing as confirmed by real-time PCR. The human orthologue chromosomal location of 22 differentially expressed genes map to known retinal degeneration loci. Using PathwayAssist software, we modeled the pathway networks of up- and down-regulated genes that are functionally related to the retina. We identified retinal genes that are differentially regulated by environmental light history. Those that directly affect cell processes such as survival, apoptosis, and transcription are likely play a pivotal role in the regulation of retinal neuroprotection against light-induced photoreceptor apoptosis.
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Affiliation(s)
- Hu Huang
- Department of Ophthalmology, University of Oklahoma Health Sciences Center, 608 Stanton L. Young Boulevard, Oklahoma City, OK 73104, USA
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14
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Nunlist EH, Dozmorov I, Tang Y, Cowan R, Centola M, Lin HK. Partitioning of 5alpha-dihydrotestosterone and 5alpha-androstane-3alpha, 17beta-diol activated pathways for stimulating human prostate cancer LNCaP cell proliferation. J Steroid Biochem Mol Biol 2004; 91:157-70. [PMID: 15276623 DOI: 10.1016/j.jsbmb.2004.02.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2003] [Accepted: 02/24/2004] [Indexed: 11/24/2022]
Abstract
The growth and development of the prostate gland are regulated by androgens. Despite our understanding of molecular actions of 5alpha-dihydrotestosterone (5alpha-DHT) in the prostate through the trans-activation of the androgen receptor (AR), comprehensive analysis of androgen responsive genes (ARGs) has just been started. Moreover, expression changes induced by the androgen effects of 5alpha-androstane-3alpha,17beta-diol (3alpha-diol), a metabolite of 5alpha-DHT through the action of 3alpha-hydroxysteroid dehydrogenases (3alpha-HSDs), remain undefined. We demonstrated that both 5alpha-DHT and 3alpha-diol stimulated similar levels of androgen sensitive human prostate cancer LNCaP cell proliferation. However, consistent with the fact that 3alpha-diol has low affinity toward the AR, 3alpha-diol did not elicit the same levels of AR trans-activation activity as that of 5alpha-DHT. Since LNCaP cells respond to androgen stimulation by transcriptionally activating the AR downstream genes, gene expression patterns between 0 and 48 h following 3alpha-diol and 5alpha-DHT stimulation were analyzed using cDNA-based membrane arrays to define the temporal regulation of ARGs. Array analysis identified 217 and 219 androgen-modulated genes in at least one time point following 3alpha-diol and 5alpha-DHTstimulation, respectively, including key regulators of cell proliferation. Only a subset of these genes (143) was regulated by both androgens. These data suggest that 3alpha-diol exerts androgenic effects independent of the action of 5alpha-DHT in steroid target tissues. Accordingly, 3alpha-diol might activate cell proliferation cascades independent of AR pathway in the prostate.
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Affiliation(s)
- Eva H Nunlist
- Department of Urology, University of Oklahoma Health Sciences Center, 920 Stanton L. Young Blvd., WP3150, Oklahoma City, OK 73104, USA
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Dozmorov I, Knowlton N, Tang Y, Centola M. Statistical monitoring of weak spots for improvement of normalization and ratio estimates in microarrays. BMC Bioinformatics 2004; 5:53. [PMID: 15128432 PMCID: PMC415561 DOI: 10.1186/1471-2105-5-53] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2003] [Accepted: 05/05/2004] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Several aspects of microarray data analysis are dependent on identification of genes expressed at or near the limits of detection. For example, regression-based normalization methods rely on the premise that most genes in compared samples are expressed at similar levels and therefore require accurate identification of nonexpressed genes (additive noise) so that they can be excluded from the normalization procedure. Moreover, key regulatory genes can maintain stringent control of a given response at low expression levels. If arbitrary cutoffs are used for distinguishing expressed from nonexpressed genes, some of these key regulatory genes may be unnecessarily excluded from the analysis. Unfortunately, no accurate method for differentiating additive noise from genes expressed at low levels is currently available. RESULTS We developed a multistep procedure for analysis of mRNA expression data that robustly identifies the additive noise in a microarray experiment. This analysis is predicated on the fact that additive noise signals can be accurately identified by both distribution and statistical analysis. CONCLUSIONS Identification of additive noise in this manner allows exclusion of noncorrelated weak signals from regression-based normalization of compared profiles thus maximizing the accuracy of these methods. Moreover, genes expressed at very low levels can be clearly identified due to the fact that their expression distribution is stable and distinguishable from the random pattern of additive noise.
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Affiliation(s)
- Igor Dozmorov
- Department of Arthritis and Immunology, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Nicholas Knowlton
- Department of Arthritis and Immunology, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Yuhong Tang
- Department of Arthritis and Immunology, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Michael Centola
- Department of Arthritis and Immunology, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
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Dozmorov I, Saban MR, Knowlton N, Centola M, Saban R. Connective molecular pathways of experimental bladder inflammation. Physiol Genomics 2003; 15:209-22. [PMID: 12966137 DOI: 10.1152/physiolgenomics.00130.2003] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Inflammation is an inherent response of the organism that permits its survival despite constant environmental challenges. The process normally leads to recovery from injury and to healing. However, if targeted destruction and assisted repair are not properly phased, chronic inflammation can result in persistent tissue damage. To better understand the inflammatory process, we recently introduced a profiling methodology to identify common genes involved in bladder inflammation. The method represents a complementation to the classic quantification of inflammation and provides information regarding the early, intermediate, and late events in gene regulation. However, gene profiling fails to describe the molecular pathways and their interconnections involved in the particular inflammatory response. The present work introduces a new statistical technique for inferring functional interconnections between inflammatory pathways underlying classic models of bladder inflammation and permits the modeling of the inflammatory network. This new statistical method is based on variants of cluster analysis, Boolean networking, differential equations, Bayesian networking, and partial correlation. By applying partial correlation analysis, we developed mosaics of gene expression that permitted a global visualization of common and unique pathways elicited by different stimuli. The significance of these processes was tested from both biological and statistical viewpoints. We propose that connective mosaic may represent the necessary simplification step to visualize cDNA array results.
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Affiliation(s)
- Igor Dozmorov
- Oklahoma Medical Research Foundation, Arthritis and Immunology Research Program, Microarray Core Facility, The University Oklahoma Health Sciences Center, Oklahoma City, Oklahoma 73104, USA.
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