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Yuan L, Jiang N, Li Y, Wang X, Wang W. RGS1 Enhancer RNA Promotes Gene Transcription by Recruiting Transcription Factor FOXJ3 and Facilitates Osteoclastogenesis Through PLC-IP3R-dependent Ca 2+ Response in Rheumatoid Arthritis. Inflammation 2024:10.1007/s10753-024-02067-6. [PMID: 38904871 DOI: 10.1007/s10753-024-02067-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 05/28/2024] [Accepted: 05/28/2024] [Indexed: 06/22/2024]
Abstract
Recent evidence has highlighted the functions of enhancers in modulating transcriptional machinery and affecting the development of human diseases including rheumatoid arthritis (RA). Enhancer RNAs (eRNAs) are RNA molecules transcribed from active enhancer regions. This study investigates the specific function of eRNA in gene transcription and osteoclastogenesis in RA. Regulator of G protein signaling 1 (RGS1)-associated eRNA was highly activated in osteoclasts according to bioinformatics prediction. RGS1 mRNA was increased in mice with collagen-induced arthritis as well as in M-CSF/soluble RANKL-stimulated macrophages (derived from monocytes). This was ascribed to increased RGS1 eRNA activity. Silencing of 5'-eRNA blocked the binding between forkhead box J3 (FOXJ3) and the RGS1 promoter, thus suppressing RGS1 transcription. RGS1 accelerated osteoclastogenesis through PLC-IP3R-dependent Ca2+ response. Knockdown of either FOXJ3 or RGS1 ameliorated arthritis severity, improved pathological changes, and reduced osteoclastogenesis and bone erosion in vivo and in vitro. However, the effects of FOXJ3 silencing were negated by RGS1 overexpression. In conclusion, this study demonstrates that the RGS1 eRNA-driven transcriptional activation of the FOXJ3/RGS1 axis accelerates osteoclastogenesis through PLC-IP3R dependent Ca2+ response in RA. The finding may offer novel insights into the role of eRNA in gene transcription and osteoclastogenesis in RA.
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Affiliation(s)
- Lin Yuan
- Department of Health Management, The First Affiliated Hospital of China Medical University, No. 155, Nanjing North Street, Heping District, Shenyang, 110001, Liaoning, P.R. of China
| | - Nan Jiang
- Department of Price, The First Affiliated Hospital of China Medical University, Shenyang, 110001, Liaoning, P.R. China
| | - Yuxuan Li
- Department of Rheumatology and Immunology, Shengjing Hospital of China Medical University, Shenyang, 110004, Liaoning, P.R. China
| | - Xin Wang
- Department of Health Management, The First Affiliated Hospital of China Medical University, No. 155, Nanjing North Street, Heping District, Shenyang, 110001, Liaoning, P.R. of China
| | - Wei Wang
- Department of Health Management, The First Affiliated Hospital of China Medical University, No. 155, Nanjing North Street, Heping District, Shenyang, 110001, Liaoning, P.R. of China.
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2
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Hou C, Ren C, Luan L, Li S. A case report of primary biliary cholangitis combined with ankylosing spondylitis. Medicine (Baltimore) 2023; 102:e35655. [PMID: 37832080 PMCID: PMC10578735 DOI: 10.1097/md.0000000000035655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 09/25/2023] [Indexed: 10/15/2023] Open
Abstract
RATIONALE A chronic autoimmune liver disease known as primary biliary cholangitis (PBC) that selectively destructs small intrahepatic biliary epithelial cells and may result in biliary cirrhosis and eventually liver transplantation or death. PBC is associated with various other extrahepatic autoimmune diseases; however, the combination of PBC with ankylosing spondylitis has been rarely reported in the literature. Here, we reported a case of PBC with ankylosing spondylitis to improve our understanding of such coexistence and provide new ideas for the treatment of such patients. PATIENT CONCERNS A 54-year-old man was presented to the Department of Rheumatology because of an abnormal liver function test for 7 years, chest and back pain for 1 year, and low back pain for 2 months. DIAGNOSES Primary biliary cholangitis, ankylosing spondylitis, and old pulmonary tuberculosis. INTERVENTIONS The patient refused to use nonsteroidal anti-inflammatory drugs, conventional synthetic disease-modifying antirheumatic drugs, and biologic disease-modifying antirheumatic drugs; thus, he was treated with methylenediphosphonate (99Tc-MDP) and ursodeoxycholic acid (UDCA). OUTCOMES The patient achieved remission with UDCA and 99Tc-MDP therapy. LESSONS In the treatment of PBC combined with other disorders, the characteristics of different diseases should be considered. The patient reported herein was treated with 99Tc-MDP and UDCA, and his condition improved; thus, we consider 99Tc-MDP to be an effective treatment. Furthermore, in line with the current understanding of the pathogenesis of PBC and ankylosing spondylitis, we hypothesize that interleukin-17 inhibitor is an effective treatment for such patients.
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Affiliation(s)
- Chunfeng Hou
- Department of Rheumatology, Jining No.1 People’s Hospital, Jining, China
| | - Chunfeng Ren
- Department of Rheumatology, Jining No.1 People’s Hospital, Jining, China
| | - Luan Luan
- Department of Rheumatology, Jining No.1 People’s Hospital, Jining, China
| | - Shujie Li
- Department of Rheumatology, Jining No.1 People’s Hospital, Jining, China
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3
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Han Y, Zhou Y, Li H, Gong Z, Liu Z, Wang H, Wang B, Ye X, Liu Y. Identification of diagnostic mRNA biomarkers in whole blood for ankylosing spondylitis using WGCNA and machine learning feature selection. Front Immunol 2022; 13:956027. [PMID: 36172367 PMCID: PMC9510835 DOI: 10.3389/fimmu.2022.956027] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Accepted: 08/24/2022] [Indexed: 11/28/2022] Open
Abstract
Ankylosing spondylitis (AS) is a common inflammatory spondyloarthritis affecting the spine and sacroiliac joint that finally results in sclerosis of the axial skeleton. Aside from human leukocyte antigen B27, transcriptomic biomarkers in blood for AS diagnosis still remain unknown. Hence, this study aimed to investigate credible AS-specific mRNA biomarkers from the whole blood of AS patients by analyzing an mRNA expression profile (GSE73754) downloaded Gene Expression Omnibus, which includes AS and healthy control blood samples. Weighted gene co-expression network analysis was performed and revealed three mRNA modules associated with AS. By performing gene set enrichment analysis, the functional annotations of these modules revealed immune biological processes that occur in AS. Several feature mRNAs were identified by analyzing the hubs of the protein-protein interaction network, which was based on the intersection between differentially expressed mRNAs and mRNA modules. A machine learning-based feature selection method, SVM-RFE, was used to further screen out 13 key feature mRNAs. After verifying by qPCR, IL17RA, Sqstm1, Picalm, Eif4e, Srrt, Lrrfip1, Synj1 and Cxcr6 were found to be significant for AS diagnosis. Among them, Cxcr6, IL17RA and Lrrfip1 were correlated with severity of AS symptoms. In conclusion, our findings provide a framework for identifying the key mRNAs in whole blood of AS that is conducive for the development of novel diagnostic markers for AS.
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Affiliation(s)
- Yaguang Han
- Department of Orthopaedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yiqin Zhou
- Department of Orthopaedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, China
- Department of Radiology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Haobo Li
- Department of Orthopaedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Zhenyu Gong
- Department of Neurosurgery, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Ziye Liu
- Department of Orthopaedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Huan Wang
- Department of Orthopaedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Bo Wang
- Department of Orthopaedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, China
- *Correspondence: Bo Wang, ; Xiaojian Ye, ; Yi Liu,
| | - Xiaojian Ye
- Department of Orthopaedics, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Bo Wang, ; Xiaojian Ye, ; Yi Liu,
| | - Yi Liu
- Department of Orthopaedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, China
- Department of Orthopaedics, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Bo Wang, ; Xiaojian Ye, ; Yi Liu,
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Aczél T, Benczik B, Ágg B, Körtési T, Urbán P, Bauer W, Gyenesei A, Tuka B, Tajti J, Ferdinandy P, Vécsei L, Bölcskei K, Kun J, Helyes Z. Disease- and headache-specific microRNA signatures and their predicted mRNA targets in peripheral blood mononuclear cells in migraineurs: role of inflammatory signalling and oxidative stress. J Headache Pain 2022; 23:113. [PMID: 36050647 PMCID: PMC9438144 DOI: 10.1186/s10194-022-01478-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 08/09/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Migraine is a primary headache with genetic susceptibility, but the pathophysiological mechanisms are poorly understood, and it remains an unmet medical need. Earlier we demonstrated significant differences in the transcriptome of migraineurs' PBMCs (peripheral blood mononuclear cells), suggesting the role of neuroinflammation and mitochondrial dysfunctions. Post-transcriptional gene expression is regulated by miRNA (microRNA), a group of short non-coding RNAs that are emerging biomarkers, drug targets, or drugs. MiRNAs are emerging biomarkers and therapeutics; however, little is known about the miRNA transcriptome in migraine, and a systematic comparative analysis has not been performed so far in migraine patients. METHODS We determined miRNA expression of migraineurs' PBMC during (ictal) and between (interictal) headaches compared to age- and sex-matched healthy volunteers. Small RNA sequencing was performed from the PBMC, and mRNA targets of miRNAs were predicted using a network theoretical approach by miRNAtarget.com™. Predicted miRNA targets were investigated by Gene Ontology enrichment analysis and validated by comparing network metrics to differentially expressed mRNA data. RESULTS In the interictal PBMC samples 31 miRNAs were differentially expressed (DE) in comparison to healthy controls, including hsa-miR-5189-3p, hsa-miR-96-5p, hsa-miR-3613-5p, hsa-miR-99a-3p, hsa-miR-542-3p. During headache attacks, the top DE miRNAs as compared to the self-control samples in the interictal phase were hsa-miR-3202, hsa-miR-7855-5p, hsa-miR-6770-3p, hsa-miR-1538, and hsa-miR-409-5p. MiRNA-mRNA target prediction and pathway analysis indicated several mRNAs related to immune and inflammatory responses (toll-like receptor and cytokine receptor signalling), neuroinflammation and oxidative stress, also confirmed by mRNA transcriptomics. CONCLUSIONS We provide here the first evidence for disease- and headache-specific miRNA signatures in the PBMC of migraineurs, which might help to identify novel targets for both prophylaxis and attack therapy.
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Affiliation(s)
- Timea Aczél
- Department of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, Molecular Pharmacology Research Group, Centre for Neuroscience, University of Pécs, Pécs, Hungary
| | - Bettina Benczik
- Cardiometabolic and MTA-SE System Pharmacology Research Group, Department of Pharmacology and Pharmacotherapy, Semmelweis University, Budapest, Hungary.,Pharmahungary Group, Szeged, Hungary
| | - Bence Ágg
- Cardiometabolic and MTA-SE System Pharmacology Research Group, Department of Pharmacology and Pharmacotherapy, Semmelweis University, Budapest, Hungary.,Pharmahungary Group, Szeged, Hungary
| | - Tamás Körtési
- MTA-SZTE Neuroscience Research Group, University of Szeged, Szeged, Hungary.,Faculty of Health Sciences and Social Studies, University of Szeged, Szeged, Hungary
| | - Péter Urbán
- Szentágothai Research Centre, Bioinformatics Research Group, Genomics and Bioinformatics Core Facility, University of Pécs, Pécs, Hungary
| | - Witold Bauer
- Szentágothai Research Centre, Bioinformatics Research Group, Genomics and Bioinformatics Core Facility, University of Pécs, Pécs, Hungary
| | - Attila Gyenesei
- Szentágothai Research Centre, Bioinformatics Research Group, Genomics and Bioinformatics Core Facility, University of Pécs, Pécs, Hungary
| | - Bernadett Tuka
- MTA-SZTE Neuroscience Research Group, University of Szeged, Szeged, Hungary.,Faculty of Health Sciences and Social Studies, University of Szeged, Szeged, Hungary
| | - János Tajti
- Department of Neurology, Faculty of Medicine, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Péter Ferdinandy
- Cardiometabolic and MTA-SE System Pharmacology Research Group, Department of Pharmacology and Pharmacotherapy, Semmelweis University, Budapest, Hungary.,Pharmahungary Group, Szeged, Hungary
| | - László Vécsei
- MTA-SZTE Neuroscience Research Group, University of Szeged, Szeged, Hungary.,Department of Neurology, Faculty of Medicine, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Kata Bölcskei
- Department of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, Molecular Pharmacology Research Group, Centre for Neuroscience, University of Pécs, Pécs, Hungary
| | - József Kun
- Department of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, Molecular Pharmacology Research Group, Centre for Neuroscience, University of Pécs, Pécs, Hungary.,Szentágothai Research Centre, Bioinformatics Research Group, Genomics and Bioinformatics Core Facility, University of Pécs, Pécs, Hungary
| | - Zsuzsanna Helyes
- Department of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, Molecular Pharmacology Research Group, Centre for Neuroscience, University of Pécs, Pécs, Hungary. .,PharmInVivo Ltd., Pécs, Hungary. .,Department of Pharmacology and Pharmacotherapy, University of Pécs Medical School, Szigeti út 12, 7624, Pécs, Hungary.
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5
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Chen CW, Wei JCC, Gu J, Yu D. Editorial: Advances in Pathogenesis, Etiology, and Therapies for Ankylosing Spondylitis. Front Immunol 2021; 12:822582. [PMID: 35003143 PMCID: PMC8732985 DOI: 10.3389/fimmu.2021.822582] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 12/09/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Chih-Wei Chen
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - James Cheng-Chung Wei
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Allergy, Immunology & Rheumatology, Chung Shan Medical University Hospital, Taichung, Taiwan
- Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan
| | - Jieruo Gu
- Rheumatology Department of the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- *Correspondence: Jieruo Gu,
| | - David Yu
- Department of Medicine, University of California, Los Angeles, CA, United States
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6
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Abstract
The term axial spondyloarthritis (axSpA) encompasses a heterogeneous group of diseases that have variable presentations, extra-articular manifestations and clinical outcomes, and that will respond differently to treatments. The prototypical type of axSpA, ankylosing spondylitis, is thought to be caused by interaction between the genetically primed host immune system and gut microbiota. Currently used biomarkers such as HLA-B27 status, C-reactive protein and erythrocyte sedimentation rate have, at best, moderate diagnostic and predictive value. Improved biomarkers are needed for axSpA to assist with early diagnosis and to better predict treatment responses and long-term outcomes. Advances in a range of 'omics' technologies and statistical approaches, including genomics approaches (such as polygenic risk scores), microbiome profiling and, potentially, transcriptomic, proteomic and metabolomic profiling, are making it possible for more informative biomarker sets to be developed for use in such clinical applications. Future developments in this field will probably involve combinations of biomarkers that require novel statistical approaches to analyse and to produce easy to interpret metrics for clinical application. Large publicly available datasets from well-characterized case-cohort studies that use extensive biological sampling, particularly focusing on early disease and responses to medications, are required to establish successful biomarker discovery and validation programmes.
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7
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Lee JS, Kim SY, Chun YS, Chun YJ, Shin SY, Choi CH, Choi HK. Characteristics of fecal metabolic profiles in patients with irritable bowel syndrome with predominant diarrhea investigated using 1 H-NMR coupled with multivariate statistical analysis. Neurogastroenterol Motil 2020; 32:e13830. [PMID: 32125749 DOI: 10.1111/nmo.13830] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 12/21/2019] [Accepted: 02/10/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Gut microbiota are known to be closely related to irritable bowel syndrome (IBS). However, not much is known about characteristic fecal metabolic profiles of IBS. We aimed to characterize fecal metabolites in patients with IBS with predominant diarrhea (IBS-D) using 1 H-nuclear magnetic resonance (1 H-NMR) spectroscopy. METHODS In this study, we enrolled 29 patients diagnosed with IBS-D according to the Rome IV criteria, 22 healthy controls (HC) and 11 HC administered laxatives (HC-L) in the age group of 20-69 year. The usual diet of the patients and HC was maintained, their fecal samples were collected and investigated by NMR-based global metabolic profiling coupled with multivariate statistical analysis. RESULTS We detected 55 metabolites in 1 H-NMR spectra of fecal samples: four amines, 16 amino acids, six fatty acids, eight organic acids, three sugars, and 18 other compounds. Orthogonal partial least square-discriminant analysis derived score plots showed clear separation between the IBS-D group and the HC and HC-L groups. Among the 55 metabolites identified, we found five disease-relevant potential biomarkers distinguishing the IBS-D from the HC, namely, cadaverine, putrescine, threonine, tryptophan, and phenylalanine. CONCLUSIONS The patients with IBS-D were clearly differentiated from the HC and HC-L by fecal metabolite analysis using 1 H-NMR spectroscopy, and five fecal metabolites characteristic of IBS-D were found. The findings of this study could be used to develop alternative and complementary diagnostic methods and as a source of fundamental information for developing novel therapies for IBS-D.
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Affiliation(s)
- Jae Soung Lee
- College of Pharmacy, Chung-Ang University, Seoul, Korea
| | | | | | | | - Seung Yong Shin
- Department of Internal Medicine, College of Medicine, Chung-Ang University, Seoul, Korea
| | - Chang Hwan Choi
- Department of Internal Medicine, College of Medicine, Chung-Ang University, Seoul, Korea
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8
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Elter E, Wagner M, Buchenauer L, Bauer M, Polte T. Phthalate Exposure During the Prenatal and Lactational Period Increases the Susceptibility to Rheumatoid Arthritis in Mice. Front Immunol 2020; 11:550. [PMID: 32308655 PMCID: PMC7145968 DOI: 10.3389/fimmu.2020.00550] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 03/10/2020] [Indexed: 12/13/2022] Open
Abstract
The prenatal and early postnatal period is highly sensitive to environmental exposures that may interfere with the developmental programming of the immune system leading to an altered disease risk in later life. To clarify the role of early influences in activation or exacerbation of autoimmune diseases like rheumatoid arthritis (RA) we investigated the effect of maternal exposure during the prenatal and lactational period of DBA/1 mice to the plasticizer benzyl butyl phthalate (BBP) on the development of RA in the offspring. Using a mild collagen-induced arthritis (CIA) model, maternal BBP-exposure increased both the prevalence and the severity of RA in the progeny compared to un-exposed dams. Additionally, maternal BBP exposure led to elevated serum IgG1 and IgG2a level in the offspring and increased the IFN-γ and IL-17 release from collagen-re-stimulated spleen cells. Transcriptome analysis of splenocytes isolated from 3-week-old pups before RA-induction revealed considerable changes in gene expression in the offspring from BBP-exposed dams. Among them were regulator of G-protein signaling 1 (rgs1), interleukin-7 receptor (il-7r) and CXC chemokine 4 (cxcr4), all genes that have previously been described as associated with RA pathology. In summary, our results demonstrate that perinatal exposure to BBP increases the susceptibility of the offspring to RA, probably via a phthalate-induced disturbed regulation of RA-relevant genes or signaling pathways.
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Affiliation(s)
- Elena Elter
- Department of Environmental Immunology, UFZ-Helmholtz Centre for Environmental Research Leipzig-Halle, Leipzig, Germany.,Department of Dermatology, Venerology and Allergology, Leipzig University Medical Center, Leipzig, Germany
| | - Marita Wagner
- Department of Environmental Immunology, UFZ-Helmholtz Centre for Environmental Research Leipzig-Halle, Leipzig, Germany.,Department of Dermatology, Venerology and Allergology, Leipzig University Medical Center, Leipzig, Germany
| | - Lisa Buchenauer
- Department of Environmental Immunology, UFZ-Helmholtz Centre for Environmental Research Leipzig-Halle, Leipzig, Germany.,Department of Dermatology, Venerology and Allergology, Leipzig University Medical Center, Leipzig, Germany
| | - Mario Bauer
- Department of Environmental Immunology, UFZ-Helmholtz Centre for Environmental Research Leipzig-Halle, Leipzig, Germany
| | - Tobias Polte
- Department of Environmental Immunology, UFZ-Helmholtz Centre for Environmental Research Leipzig-Halle, Leipzig, Germany.,Department of Dermatology, Venerology and Allergology, Leipzig University Medical Center, Leipzig, Germany
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9
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Dysregulation of a specific immune-related network of genes biologically defines a subset of schizophrenia. Transl Psychiatry 2019; 9:156. [PMID: 31150013 PMCID: PMC6544656 DOI: 10.1038/s41398-019-0486-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 03/22/2019] [Accepted: 04/29/2019] [Indexed: 12/31/2022] Open
Abstract
Currently, the clinical diagnosis of schizophrenia relies solely on self-reporting and clinical interview, and likely comprises heterogeneous biological subsets. Such subsets may be defined by an underlying biology leading to solid biomarkers. A transgenic rat model modestly overexpressing the full-length, non-mutant Disrupted-in-Schizophrenia 1 (DISC1) protein (tgDISC1 rat) was generated that defines such a subset, inspired by our previous identification of insoluble DISC1 protein in post mortem brains from patients with chronic mental illness. Besides specific phenotypes such as DISC1 protein pathology, abnormal dopamine homeostasis, and changes in neuroanatomy and behavior, this animal model also shows subtle disturbances in overarching signaling pathways relevant for schizophrenia. In a reverse-translational approach, assuming that both the animal model and a patient subset share common disturbed signaling pathways, we identified differentially expressed transcripts from peripheral blood mononuclear cells of tgDISC1 rats that revealed an interconnected set of dysregulated genes, led by decreased expression of regulator of G-protein signaling 1 (RGS1), chemokine (C-C) ligand 4 (CCL4), and other immune-related transcripts enriched in T-cell and macrophage signaling and converging in one module after weighted gene correlation network analysis. Testing expression of this gene network in two independent cohorts of patients with schizophrenia versus healthy controls (n = 16/50 and n = 54/45) demonstrated similar expression changes. The two top markers RGS1 and CCL4 defined a subset of 27% of patients with 97% specificity. Thus, analogous aberrant signaling pathways can be identified by a blood test in an animal model and a corresponding schizophrenia patient subset, suggesting that in this animal model tailored pharmacotherapies for this patient subset could be achieved.
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10
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Hu X, Tang J, Zeng G, Hu X, Bao P, Wu J, Liang Y, Deng W, Tang Y. RGS1 silencing inhibits the inflammatory response and angiogenesis in rheumatoid arthritis rats through the inactivation of Toll‐like receptor signaling pathway. J Cell Physiol 2019; 234:20432-20442. [PMID: 31012109 DOI: 10.1002/jcp.28645] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 03/05/2019] [Accepted: 03/06/2019] [Indexed: 12/14/2022]
Affiliation(s)
- Xumin Hu
- Department of Orthopedics, Sun Yat‐Sen Memorial Hospital Sun Yat‐Sen University Guangzhou P.R. China
| | - Jianhua Tang
- Department of Orthopedics The People's Hospital of Gaozhou Gaozhou P.R. China
| | - Gang Zeng
- Department of Orthopedics, Sun Yat‐Sen Memorial Hospital Sun Yat‐Sen University Guangzhou P.R. China
| | - Xuyun Hu
- Center for Medical Genetics, Beijing Children's Hospital Capital Medical University, National Center for Children's Health Beijing P.R. China
| | - Peng Bao
- Medical Department of Hospital of Stomatology Sun Yat‐Sen University Guangzhou P.R. China
| | - Jionglin Wu
- Department of Orthopedics, Sun Yat‐Sen Memorial Hospital Sun Yat‐Sen University Guangzhou P.R. China
| | - Yuwei Liang
- Department of Orthopedics, Sun Yat‐Sen Memorial Hospital Sun Yat‐Sen University Guangzhou P.R. China
| | - Weixi Deng
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat‐Sen Memorial Hospital Sun Yat‐Sen University Guangzhou P.R. China
| | - Yong Tang
- Department of Orthopedics, Sun Yat‐Sen Memorial Hospital Sun Yat‐Sen University Guangzhou P.R. China
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11
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Costantino F, Breban M, Garchon HJ. Genetics and Functional Genomics of Spondyloarthritis. Front Immunol 2018; 9:2933. [PMID: 30619293 PMCID: PMC6305624 DOI: 10.3389/fimmu.2018.02933] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 11/29/2018] [Indexed: 12/12/2022] Open
Abstract
Spondyloarthritis (SpA) is a chronic inflammatory disorder with high heritability but with complex genetics. It encompasses several entities that share common clinical features. Most of the genetic studies in SpA have been restricted to ankylosing spondylitis (AS), the prototypical form of SpA. However, there is growing evidence of shared genetic background between all the SpA subtypes and also with some other immune-mediated diseases. The most important part of SpA heritability comes from the HLA-B27 allele in the major histocompatibility complex (MHC) that explains around 25% of the attributable heredity. Several other loci outside of the MHC have been shown to be involved in the disease. However, all these non-MHC loci explain only a small additional fraction of disease predisposition. Thus, a substantial fraction of SpA genetic basis remains poorly understood. Gene expression profiling is a complementary approach to elucidate the underlying mechanisms and pathways that drive the disease. Several expression profiling studies have been undertaken in SpA. However, results have been quite disappointing with little overlap between the studies largely due to the small sample sizes, resulting in limited power to discover small effects. In this review, we summarize current knowledge on genetic findings concerning SpA and we describe strategic approaches for identification of additional variants, with a focus on rare variants in familial forms. We also provide an overview of gene expression studies in SpA and discuss the possibilities offered by high-throughput RNA sequencing technologies, in particular in sorted cells. Finally, issues in establishing molecular mechanisms underlying genetic association hits and potential translational applications will be addressed.
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Affiliation(s)
- Félicie Costantino
- UMR 1173 INSERM/Versailles Saint-Quentin-en-Yvelines University, Montigny le Bretonneux, France.,Rheumatology Division Ambroise Paré Hospital (AP-HP), Boulogne-Billancourt, France
| | - Maxime Breban
- UMR 1173 INSERM/Versailles Saint-Quentin-en-Yvelines University, Montigny le Bretonneux, France.,Rheumatology Division Ambroise Paré Hospital (AP-HP), Boulogne-Billancourt, France
| | - Henri-Jean Garchon
- UMR 1173 INSERM/Versailles Saint-Quentin-en-Yvelines University, Montigny le Bretonneux, France.,Genetics Division Ambroise Paré Hospital (AP-HP), Boulogne-Billancourt, France
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12
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Transcriptome analysis of ankylosing spondylitis patients before and after TNF-α inhibitor therapy reveals the pathways affected. Genes Immun 2017; 18:184-190. [PMID: 28835680 DOI: 10.1038/gene.2017.19] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2017] [Revised: 06/06/2017] [Accepted: 06/07/2017] [Indexed: 12/15/2022]
Abstract
Tumor necrosis factor-α (TNF-α) inhibitors are highly effective in suppressing inflammation in ankylosing spondylitis (AS) patients, and operate by suppression of TFN-α and downstream immunological pathways. To determine the mechanisms of action of TNF-α inhibitors in AS patients, we used transcriptomic and bioinformatic approaches on peripheral blood mononuclear cells from AS patients pre and post treatment. We found 656 differentially expressed genes, including the genome-wide significant AS-associated genes, IL6R, NOTCH1, IL10, CXCR2 and TNFRSF1A. A distinctive gene expression profile was found between male and female patients, mainly because of sex chromosome-linked genes and interleukin 17 receptor C, potentially accounting for the differences in clinical manifestation and treatment response between the genders. In addition to immune and inflammation regulatory pathways, like intestinal immune network for IgA production, cytokine-cytokine receptor interaction, Ras signaling pathway, allograft rejection and hematopoietic cell lineage, KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway analyses revealed that infection-associated pathways (influenza A and toxoplasmosis) and metabolism-associated pathways were involved in response to TNF-α inhibitor treatment, providing insight into the mechanism of TNF-α inhibitors.
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Abstract
PURPOSE OF REVIEW This article discusses genomic investigations in ankylosing spondylitis (AS) beyond genome-wide association (GWA) studies, but prior to this, genetic variants achieving genome-wide significance will be summarized highlighting key pathways contributing to disease pathogenesis. RECENT FINDINGS Evidence suggests that disease pathogenesis is attributed to a complex interplay of genetic, environmental and immunological factors. GWA studies have greatly enhanced our understanding of AS pathogenesis by illuminating distinct immunomodulatory pathways affecting innate and acquired immunity, most notably the interleukin-23/interleukin-17 pathway. However, despite the wealth of new information gleaned from such studies, a fraction of the heritability (24.4%) has been explained. This review will focus on investigations beyond GWA studies including copy number variants, gene expression profiling, including microRNA (miRNA), epigenetics, rare variants and gene-gene interactions. SUMMARY To address the 'missing heritability' and advance beyond GWA studies, a concerted effort involving rethinking of study design and implementation of newer technologies will be required. The coming of age of next-generation sequencing and advancements in epigenetic and miRNA technologies, combined with familial-focused investigations using well-characterized cohorts, is likely to reveal some of the hidden genomic mysteries associated with AS.
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Gracey E, Yao Y, Green B, Qaiyum Z, Baglaenko Y, Lin A, Anton A, Ayearst R, Yip P, Inman RD. Sexual Dimorphism in the Th17 Signature of Ankylosing Spondylitis. Arthritis Rheumatol 2016; 68:679-89. [PMID: 26473967 DOI: 10.1002/art.39464] [Citation(s) in RCA: 121] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 10/01/2015] [Indexed: 01/13/2023]
Abstract
OBJECTIVE To identify an immunologic basis for the male sex bias in ankylosing spondylitis (AS). METHODS Cohorts of male and female patients with AS and age- and sex-matched healthy control subjects were selected, and the levels of serum cytokines (interferon-γ [IFNγ], tumor necrosis factor α, interleukin-17A [IL-17A], and IL-6) were examined by enzyme-linked immunosorbent assay, the frequencies of Th1 and Th17 cells were assessed by flow cytometry, and whole blood gene expression was analyzed using both microarray and NanoString approaches. RESULTS The frequency of IL-17A and Th17 cells, both of which are key factors in the inflammatory Th17 axis, was elevated in male patients with AS but not in female patients with AS. In contrast, AS-associated alterations in the Th1 axis, such as the frequency of IFNγ and Th1 cells in serum, were independent of a patient's sex. Results of microarray analysis supported an altered Th17 axis in male patients, with a specific increase in IL17RA. In addition, male and female patients with AS displayed shared gene expression patterns, while male patients with AS had additional alterations in gene expression that were not seen in female patients with AS. The differential sex-related immune profiles were independent of HLA-B27 status, clinical disease activity (as measured by the Bath Ankylosing Spondylitis Disease Activity Index), or treatment (with nonsteroidal antiinflammatory drugs or biologic agents), implicating intrinsic sexual dimorphism in AS. CONCLUSION The results of this study demonstrate distinct sexual dimorphism in the activation status of the immune system in patients with AS, particularly in the Th17 axis. This dimorphism could underlie sex-related differences in the clinical features of AS and could provide a rationale for sex-specific treatment of AS.
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Affiliation(s)
- Eric Gracey
- University of Toronto, Toronto Western Hospital, and University Health Network, Toronto, Ontario, Canada
| | - YuChen Yao
- University of Toronto, Toronto Western Hospital, and University Health Network, Toronto, Ontario, Canada
| | - Blerta Green
- Toronto Western Hospital and University Health Network, Toronto, Ontario, Canada
| | - Zoya Qaiyum
- University of Toronto, Toronto Western Hospital, and University Health Network, Toronto, Ontario, Canada
| | - Yuriy Baglaenko
- University of Toronto, Toronto Western Hospital, and University Health Network, Toronto, Ontario, Canada
| | - Aifeng Lin
- Toronto Western Hospital and University Health Network, Toronto, Ontario, Canada
| | - Ammepa Anton
- Toronto Western Hospital and University Health Network, Toronto, Ontario, Canada
| | - Renise Ayearst
- Toronto Western Hospital and University Health Network, Toronto, Ontario, Canada
| | - Paul Yip
- University Health Network, Toronto, Ontario, Canada
| | - Robert D Inman
- University of Toronto, Toronto Western Hospital, and University Health Network, Toronto, Ontario, Canada
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Park R, Kim TH, Ji JD. Gene Expression Profile in Patients with Axial Spondyloarthritis: Meta-analysis of Publicly Accessible Microarray Datasets. JOURNAL OF RHEUMATIC DISEASES 2016. [DOI: 10.4078/jrd.2016.23.6.363] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Robin Park
- Division of Rheumatology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
| | - Tae-Hwan Kim
- Division of Rheumatology, Department of Internal Medicine, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Jong Dae Ji
- Division of Rheumatology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
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Transcriptome analysis reveals mucin 4 to be highly associated with periodontitis and identifies pleckstrin as a link to systemic diseases. Sci Rep 2015; 5:18475. [PMID: 26686060 PMCID: PMC4685297 DOI: 10.1038/srep18475] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Accepted: 11/19/2015] [Indexed: 12/21/2022] Open
Abstract
The multifactorial chronic inflammatory disease periodontitis, which is characterized by destruction of tooth-supporting tissues, has also been implicated as a risk factor for various systemic diseases. Although periodontitis has been studied extensively, neither disease-specific biomarkers nor therapeutic targets have been identified, nor its link with systemic diseases. Here, we analyzed the global transcriptome of periodontitis and compared its gene expression profile with those of other inflammatory conditions, including cardiovascular disease (CVD), rheumatoid arthritis (RA), and ulcerative colitis (UC). Gingival biopsies from 62 patients with periodontitis and 62 healthy subjects were subjected to RNA sequencing. The up-regulated genes in periodontitis were related to inflammation, wounding and defense response, and apoptosis, whereas down-regulated genes were related to extracellular matrix organization and structural support. The most highly up-regulated gene was mucin 4 (MUC4), and its protein product was confirmed to be over-expressed in periodontitis. When comparing the expression profile of periodontitis with other inflammatory diseases, several gene ontology categories, including inflammatory response, cell death, cell motion, and homeostatic processes, were identified as common to all diseases. Only one gene, pleckstrin (PLEK), was significantly overexpressed in periodontitis, CVD, RA, and UC, implicating this gene as an important networking link between these chronic inflammatory diseases.
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Kim KJ, Lee S, Kim WU. Applications of systems approaches in the study of rheumatic diseases. Korean J Intern Med 2015; 30:148-60. [PMID: 25750554 PMCID: PMC4351319 DOI: 10.3904/kjim.2015.30.2.148] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Accepted: 12/23/2014] [Indexed: 12/27/2022] Open
Abstract
The complex interaction of molecules within a biological system constitutes a functional module. These modules are then acted upon by both internal and external factors, such as genetic and environmental stresses, which under certain conditions can manifest as complex disease phenotypes. Recent advances in high-throughput biological analyses, in combination with improved computational methods for data enrichment, functional annotation, and network visualization, have enabled a much deeper understanding of the mechanisms underlying important biological processes by identifying functional modules that are temporally and spatially perturbed in the context of disease development. Systems biology approaches such as these have produced compelling observations that would be impossible to replicate using classical methodologies, with greater insights expected as both the technology and methods improve in the coming years. Here, we examine the use of systems biology and network analysis in the study of a wide range of rheumatic diseases to better understand the underlying molecular and clinical features.
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Affiliation(s)
- Ki-Jo Kim
- Division of Rheumatology, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Suwon, Korea
| | - Saseong Lee
- POSTECH-CATHOLIC BioMedical Engineering Institute, The Catholic University of Korea, Seoul, Korea
| | - Wan-Uk Kim
- POSTECH-CATHOLIC BioMedical Engineering Institute, The Catholic University of Korea, Seoul, Korea
- Division of Rheumatology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Aberrant expression of shared master-key genes contributes to the immunopathogenesis in patients with juvenile spondyloarthritis. PLoS One 2014; 9:e115416. [PMID: 25506924 PMCID: PMC4266655 DOI: 10.1371/journal.pone.0115416] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Accepted: 11/24/2014] [Indexed: 01/09/2023] Open
Abstract
Association of juvenile spondyloarthritis (jSpA) with the HLA-B27 genotype is well established, but there is little knowledge of other genetic factors with a role in the development of the disease. To date, only a few studies have tried to find those associated genes by obtaining expression profiles, but with inconsistent results due to various patient selection criteria and methodology. The aim of the present study was to identify and confirm gene signatures and novel biomarkers in highly homogeneous cohorts of untreated and treated patients diagnosed with jSpA and other forms of juvenile idiopathic arthritis (JIA) according to ILAR criteria. For the purposes of the research, total RNA was isolated from whole blood of 45 children with jSpA and known HLA genotype, 11 children with oligo- and polyarticular forms of JIA, as well as 12 age and sex matched control participants without diagnosis of inflammatory disease. DNA microarray gene expression was performed in 11 patients with jSpA and in four healthy controls, along with bioinformatical analysis of retrieved data. Carefully selected differentially expressed genes where analyzed by qRT-PCR in all participants of the study. Microarray results and bioinformatical analysis revealed 745 differentially expressed genes involved in various inflammatory processes, while qRT-PCR analysis of selected genes confirmed data universality and specificity of expression profiles in jSpA patients. The present study indicates that jSpA could be a polygenic disease with a possible malfunction in antigen recognition and activation of immunological response, migration of inflammatory cells and regulation of the immune system. Among genes involved in these processes TLR4, NLRP3, CXCR4 and PTPN12 showed almost consistent expression in study patients diagnosed with jSpA. Those genes and their products could therefore potentially be used as novel biomarkers, possibly predictive of disease prognosis and response to therapy, or even as a target for new therapeutic approaches.
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Talpin A, Costantino F, Bonilla N, Leboime A, Letourneur F, Jacques S, Dumont F, Amraoui S, Dutertre CA, Garchon HJ, Breban M, Chiocchia G. Monocyte-derived dendritic cells from HLA-B27+ axial spondyloarthritis (SpA) patients display altered functional capacity and deregulated gene expression. Arthritis Res Ther 2014; 16:417. [PMID: 25142923 PMCID: PMC4292999 DOI: 10.1186/s13075-014-0417-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Accepted: 08/01/2014] [Indexed: 11/30/2022] Open
Abstract
Introduction This study aimed to compare the functional capacity and gene expression profile of monocyte-derived dendritic cells (MD-DCs) in HLA-B27+ axial spondyloarthritis (SpA) patients and healthy controls. Methods MD-DCs were differentiated with interleukin 4 (IL-4) and granulocyte-macrophage colony-stimulating factor (GM-CSF) for seven days, starting from purified CD14+ monocytes and stimulated with lipopolysaccharide (LPS) for six and twenty four hours. Their capacity to stimulate allogeneic CD4+ T cells from unrelated healthy donor was tested. Transcriptomic study was performed with Affymetrix HuGene 1.0 ST microarrays. Gene expression levels were compared between patients and controls using a multivariate design under a linear model (LIMMA). Real-time quantitative PCR (qRT-PCR) was performed for validation of the most striking gene expression differences. Results The stimulatory capacity of allogeneic CD4+ T cells by MD-DCs from SpA patients was decreased. Transcriptomic analysis revealed 81 genes differentially expressed in MD-DCs between SpA patients and controls (P <0.01 and fold-change <0.66 or >1.5). Four selected genes were validated by qRT-PCR: ADAMTS15, CITED2, F13A1 and SELL. Expression levels of ADAMTS15 and CITED2, encoding a metallopeptidase and a transcription factor, respectively, were inversely correlated with each other (R = 0.75, P = 0.0003). Furthermore, in silico analysis identified several genes of the Wnt signaling pathway having expression co-regulated with CITED2. Conclusion This study revealed altered function and gene expression pattern in MD-DCs from HLA-B27+ axial SpA. Co-expression study showed an inverse correlation between ADAMTS15 and CITED2. Moreover, the Wnt signaling pathway appeared as deregulated in SpA MD-DCs, a finding which may be connected to Th17-driven inflammatory responses. Electronic supplementary material The online version of this article (doi:10.1186/s13075-014-0417-0) contains supplementary material, which is available to authorized users.
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Thomas GP, Duan R, Pettit AR, Weedon H, Kaur S, Smith M, Brown MA. Expression profiling in spondyloarthropathy synovial biopsies highlights changes in expression of inflammatory genes in conjunction with tissue remodelling genes. BMC Musculoskelet Disord 2013; 14:354. [PMID: 24330574 PMCID: PMC3878669 DOI: 10.1186/1471-2474-14-354] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 12/05/2013] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND In the spondyloarthropathies, the underlying molecular and cellular pathways driving disease are poorly understood. By undertaking a study in knee synovial biopsies from spondyloarthropathy (SpA) and ankylosing spondylitis (AS) patients we aimed to elucidate dysregulated genes and pathways. METHODS RNA was extracted from six SpA, two AS, three osteoarthritis (OA) and four normal control knee synovial biopsies. Whole genome expression profiling was undertaken using the Illumina DASL system, which assays 24000 cDNA probes. Differentially expressed candidate genes were then validated using quantitative PCR and immunohistochemistry. RESULTS Four hundred and sixteen differentially expressed genes were identified that clearly delineated between AS/SpA and control groups. Pathway analysis showed altered gene-expression in oxidoreductase activity, B-cell associated, matrix catabolic, and metabolic pathways. Altered "myogene" profiling was also identified. The inflammatory mediator, MMP3, was strongly upregulated (5-fold) in AS/SpA samples and the Wnt pathway inhibitors DKK3 (2.7-fold) and Kremen1 (1.5-fold) were downregulated. CONCLUSIONS Altered expression profiling in SpA and AS samples demonstrates that disease pathogenesis is associated with both systemic inflammation as well as local tissue alterations that may underlie tissue damaging modelling and remodelling outcomes. This supports the hypothesis that initial systemic inflammation in spondyloarthropathies transfers to and persists in the local joint environment, and might subsequently mediate changes in genes directly involved in the destructive tissue remodelling.
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Affiliation(s)
- Gethin P Thomas
- The University of Queensland Diamantina Institute, Translational Research Institute, 37 Kent St, Woolloongabba, QLD 4102, Australia.
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Whole-blood gene expression profiling in ankylosing spondylitis identifies novel candidate genes that may contribute to the inflammatory and tissue-destructive disease aspects. Cell Immunol 2013; 286:59-64. [PMID: 24326123 DOI: 10.1016/j.cellimm.2013.10.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2013] [Revised: 10/25/2013] [Accepted: 10/31/2013] [Indexed: 01/19/2023]
Abstract
We performed a comprehensive gene expression analysis to identify differentially expressed genes (DEGs) between AS (ankylosing spondylitis) and health controls. A total of 1454 DEGs were obtained, including 919 up-regulated genes and 535 down-regulated genes. There were 218 interactions and 224 pairs in the conPPI network. Topological analysis showed that 11 genes had a close relationship with AS. GO (gene ontology) functional enrichment analysis of the two modules showed that the DEGs in conPPI mainly participated in the biologic process of immune response. The KEGG pathway analysis showed that most DEGs in the two modules were enriched into cell receptor signaling pathway, natural killer cell mediated cytotoxicity and primary immunodeficiency. We hypothesized that these DEGs associated with immune response DEGs might provide basic for depth understanding of the AS development.
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Sivapalaratnam S, Basart H, Watkins NA, Maiwald S, Rendon A, Krishnan U, Sondermeijer BM, Creemers EE, Pinto-Sietsma SJ, Hovingh K, Ouwehand WH, Kastelein JJP, Goodall AH, Trip MD. Monocyte gene expression signature of patients with early onset coronary artery disease. PLoS One 2012; 7:e32166. [PMID: 22363809 PMCID: PMC3283726 DOI: 10.1371/journal.pone.0032166] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2011] [Accepted: 01/19/2012] [Indexed: 11/18/2022] Open
Abstract
The burden of cardiovascular disease (CVD) cannot be fully addressed by therapy targeting known pathophysiological pathways. Even with stringent control of all risk factors CVD events are only diminished by half. A number of additional pathways probably play a role in the development of CVD and might serve as novel therapeutic targets. Genome wide expression studies represent a powerful tool to identify such novel pathways. We compared the expression profiles in monocytes from twenty two young male patients with premature familial CAD with those from controls matched for age, sex and smoking status, without a family history of CVD. Since all patients were on statins and aspirin treatment, potentially affecting the expression of genes in monocytes, twelve controls were subsequently treated with simvastatin and aspirin for 6 and 2 weeks, respectively. By whole genome expression arrays six genes were identified to have differential expression in the monocytes of patients versus controls; ABCA1, ABCG1 and RGS1 were downregulated in patients, whereas ADRB2, FOLR3 and GSTM1 were upregulated. Differential expression of all genes, apart from GSTM1, was confirmed by qPCR. Aspirin and statins altered gene expression of ABCG1 and ADBR2. All finding were validated in a second group of twenty four patients and controls. Differential expression of ABCA1, RSG1 and ADBR2 was replicated. In conclusion, we identified these 3 genes to be expressed differently in CAD cases which might play a role in the pathogenesis of atherosclerotic vascular disease.
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Gibbons DL, Abeler-Dörner L, Raine T, Hwang IIY, Jandke A, Wencker M, Deban L, Rudd CE, Irving PM, Kehrl JH, Hayday AC. Cutting Edge: Regulator of G protein signaling-1 selectively regulates gut T cell trafficking and colitic potential. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2011; 187:2067-71. [PMID: 21795595 PMCID: PMC3166702 DOI: 10.4049/jimmunol.1100833] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The RGS1 gene is associated with celiac disease, multiple sclerosis, and type I diabetes, which are all T cell-mediated pathologies, yet there is no reported analysis of regulator of G protein signaling (RGS)1 biology in human T cells. This study shows that RGS1 expression is substantially higher in T cells from human gut versus peripheral blood and that this can be exaggerated in intestinal inflammation. Elevated RGS1 levels profoundly reduce T cell migration to lymphoid-homing chemokines, whereas RGS1 depletion selectively enhances such chemotaxis in gut T cells and impairs their colitogenic potential. These findings provide a revised framework in which to view the linkage of RGS1 to inflammatory disease.
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Affiliation(s)
- Deena L. Gibbons
- National Institute for Health Research, Biomedical Research Centre at King’s Health Partners
- Peter Gorer Department of Immunobiology, Kings College London
| | - Lucie Abeler-Dörner
- National Institute for Health Research, Biomedical Research Centre at King’s Health Partners
- Peter Gorer Department of Immunobiology, Kings College London
| | - Tim Raine
- Dept of Pathology, University of Cambridge
- Peter Gorer Department of Immunobiology, Kings College London
| | | | | | - Melanie Wencker
- Cancer Research UK, London Research Institute
- Peter Gorer Department of Immunobiology, Kings College London
| | - Livija Deban
- Cancer Research UK, London Research Institute
- Peter Gorer Department of Immunobiology, Kings College London
| | | | - Peter M. Irving
- National Institute for Health Research, Biomedical Research Centre at King’s Health Partners
| | | | - Adrian C. Hayday
- National Institute for Health Research, Biomedical Research Centre at King’s Health Partners
- Cancer Research UK, London Research Institute
- Peter Gorer Department of Immunobiology, Kings College London
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Pimentel-Santos FM, Ligeiro D, Matos M, Mourão AF, Costa J, Santos H, Barcelos A, Godinho F, Pinto P, Cruz M, Fonseca JE, Guedes-Pinto H, Branco JC, Brown MA, Thomas GP. Whole blood transcriptional profiling in ankylosing spondylitis identifies novel candidate genes that might contribute to the inflammatory and tissue-destructive disease aspects. Arthritis Res Ther 2011; 13:R57. [PMID: 21470430 PMCID: PMC3132052 DOI: 10.1186/ar3309] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2010] [Revised: 12/07/2010] [Accepted: 04/07/2011] [Indexed: 02/04/2023] Open
Abstract
INTRODUCTION A number of genetic-association studies have identified genes contributing to ankylosing spondylitis (AS) susceptibility but such approaches provide little information as to the gene activity changes occurring during the disease process. Transcriptional profiling generates a 'snapshot' of the sampled cells' activity and thus can provide insights into the molecular processes driving the disease process. We undertook a whole-genome microarray approach to identify candidate genes associated with AS and validated these gene-expression changes in a larger sample cohort. METHODS A total of 18 active AS patients, classified according to the New York criteria, and 18 gender- and age-matched controls were profiled using Illumina HT-12 whole-genome expression BeadChips which carry cDNAs for 48,000 genes and transcripts. Class comparison analysis identified a number of differentially expressed candidate genes. These candidate genes were then validated in a larger cohort using qPCR-based TaqMan low density arrays (TLDAs). RESULTS A total of 239 probes corresponding to 221 genes were identified as being significantly different between patients and controls with a P-value <0.0005 (80% confidence level of false discovery rate). Forty-seven genes were then selected for validation studies, using the TLDAs. Thirteen of these genes were validated in the second patient cohort with 12 downregulated 1.3- to 2-fold and only 1 upregulated (1.6-fold). Among a number of identified genes with well-documented inflammatory roles we also validated genes that might be of great interest to the understanding of AS progression such as SPOCK2 (osteonectin) and EP300, which modulate cartilage and bone metabolism. CONCLUSIONS We have validated a gene expression signature for AS from whole blood and identified strong candidate genes that may play roles in both the inflammatory and joint destruction aspects of the disease.
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Affiliation(s)
- Fernando M Pimentel-Santos
- CEDOC, Faculdade de Ciências Médicas da Universidade Nova de Lisboa, Campo dos Mártires da Pátria, n° 130, 1169-056 Lisboa, Portugal
- Instituto de Biotecnologia e Bioengenharia, Centro de Genómica e Biotecnologia, da Universidade de Trás-os-Montes e Alto Douro (IBB/CGB - UTAD), Quinta dos Prados, 5000-262 Vila Real, Portugal
- Centro Hospitalar Lisboa Ocidental (CHLO), Hospital de Egas Moniz EPE, Rua da Junqueira, n° 126, 1349-019 Lisboa, Portugal
| | - Dário Ligeiro
- Centro de Histocompatibilidade do Sul, Alameda das Linhas de Torres, n° 117, 1769 - 001 Lisboa, Portugal
| | - Mafalda Matos
- Universidade de Trás-os-Montes e Alto Douro, Quinta dos Prados, 5000-262 Vila Real, Portugal
| | - Ana F Mourão
- CEDOC, Faculdade de Ciências Médicas da Universidade Nova de Lisboa, Campo dos Mártires da Pátria, n° 130, 1169-056 Lisboa, Portugal
- Centro Hospitalar Lisboa Ocidental (CHLO), Hospital de Egas Moniz EPE, Rua da Junqueira, n° 126, 1349-019 Lisboa, Portugal
| | - José Costa
- Centro Hospitalar do Alto Minho (CHAM), Hospital Conde de Bertiandos EPE, Largo Conde de Bertiandos, 4990-041 Ponte de Lima, Portugal
| | - Helena Santos
- Instituto Português de Reumatologia (IPR), Rua da Beneficência, n° 7, 1050-034 Lisboa, Portugal
| | - Anabela Barcelos
- Centro Hospitalar Baixo Vouga, Hospital Infante D. Pedro EPE, Avenida Artur Ravara, 3814-501 Aveiro, Portugal
| | - Fátima Godinho
- Hospital Garcia de Orta EPE, Av. Torrado da Silva, Pragal, 2801-951 Almada, Portugal
| | - Patricia Pinto
- Centro Hospitalar de Vila Nova de Gaia/Espinho EPE, Rua Dr. Francisco Sá Carneiro, 4400-129 Vila Nova de Gaia, Portugal
| | - Margarida Cruz
- Centro Hospitalar Oeste Norte, Centro Hospitalar das Caldas da Rainha, Rua Diário de Notícias, 2500-176 Caldas da Rainha, Portugal
| | - João E Fonseca
- Unidade de Investigação em Reumatologia, Instituto de Medicina Molecular (IMM), Faculdade de Medicina da Universidade de Lisboa, Edifício Egas Moniz, Av. Professor Egas Moniz, 1649-035 Lisboa, Portugal
- Centro Hospitalar de Lisboa Norte, Hospital Santa Maria EPE, Av. Professor Egas Moniz, 1649-035 Lisboa, Portugal
| | - Henrique Guedes-Pinto
- Instituto de Biotecnologia e Bioengenharia, Centro de Genómica e Biotecnologia, da Universidade de Trás-os-Montes e Alto Douro (IBB/CGB - UTAD), Quinta dos Prados, 5000-262 Vila Real, Portugal
| | - Jaime C Branco
- CEDOC, Faculdade de Ciências Médicas da Universidade Nova de Lisboa, Campo dos Mártires da Pátria, n° 130, 1169-056 Lisboa, Portugal
- Centro Hospitalar Lisboa Ocidental (CHLO), Hospital de Egas Moniz EPE, Rua da Junqueira, n° 126, 1349-019 Lisboa, Portugal
| | - Matthew A Brown
- University of Queensland Diamantina Institute, Princess Alexandra Hospital, Woolloongabba, QLD 4102, Australia
| | - Gethin P Thomas
- University of Queensland Diamantina Institute, Princess Alexandra Hospital, Woolloongabba, QLD 4102, Australia
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Cruzat V, Cuchacovich R, Espinoza LR. Undifferentiated Spondyloarthritis: Recent Clinical and Therapeutic Advances. Curr Rheumatol Rep 2010; 12:311-7. [DOI: 10.1007/s11926-010-0115-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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