1
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Hong Y, Wang D, Lin Y, Yang Q, Wang Y, Xie Y, Shu W, Gao S, Hua C. Environmental triggers and future risk of developing autoimmune diseases: Molecular mechanism and network toxicology analysis of bisphenol A. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 288:117352. [PMID: 39550874 DOI: 10.1016/j.ecoenv.2024.117352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Revised: 11/02/2024] [Accepted: 11/13/2024] [Indexed: 11/19/2024]
Abstract
Bisphenol A (BPA), a chemical compound in plastics and resins, widely exist in people's production and life which have great potential to damage human and animal health. It has been proved that BPA could affect human immune function and promote the occurrence and development of autoimmune diseases (ADs). However, the mechanism and pathophysiology remain unknown. Therefore, this study aims to advance network toxicology strategies to efficiently investigate the putative toxicity and underlying molecular mechanisms of environmental pollutants, focusing on ADs induced by BPA exposure. Leveraging databases including ChEMBL, STITCH, SwissTargetPrediction, GeneCards, and OMIM, we identified potential targets associated with BPA exposure and ADs, including rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), multiple sclerosis (MS), Hashimoto's thyroiditis (HT), inflammatory bowel disease (IBD), and type 1 diabetes (T1D). Subsequent refinement using STRING and Cytoscape software highlighted core targets respectively, and Metascape was utilized for enrichment analysis. Gene expression data from the GEO database revealed the upregulation or downregulation of these targets across these ADs. Molecular docking performed with Autodock confirmed robust binding between BPA and core targets, notably PPARG, CTNNB1, ESR1, EGFR, SRC, and CCND1. These findings suggest that BPA exposure may serve as an environmental trigger in the development of autoimmunity, underscoring potential environmental risk factors for the onset of autoimmune conditions.
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Affiliation(s)
- Yanggang Hong
- The Second School of Medicine, Wenzhou Medical University, Zhejiang Province 325035, China
| | - Deqi Wang
- The First School of Medicine, Wenzhou Medical University, Zhejiang Province 325035, China
| | - Yinfang Lin
- The First School of Medicine, Wenzhou Medical University, Zhejiang Province 325035, China
| | - Qianru Yang
- The First School of Medicine, Wenzhou Medical University, Zhejiang Province 325035, China
| | - Yi Wang
- The First School of Medicine, Wenzhou Medical University, Zhejiang Province 325035, China
| | - Yuanyuan Xie
- School of Basic Medical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang Province 325035, China
| | - Wanyi Shu
- School of Ophthalmology & Optometry, School of Biomedical Engineering, Wenzhou Medical University, Wenzhou, Zhejiang Province 325035, China
| | - Sheng Gao
- Laboratory Animal Center, Wenzhou Medical University, Wenzhou, Zhejiang Province 325035, China.
| | - Chunyan Hua
- School of Basic Medical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang Province 325035, China.
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2
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Ayoglu B, Donato M, Furst DE, Crofford LJ, Goldmuntz E, Keyes-Elstein L, James J, Macwana S, Mayes MD, McSweeney P, Nash RA, Sullivan KM, Welch B, Pinckney A, Mao R, Chung L, Khatri P, Utz PJ. Characterising the autoantibody repertoire in systemic sclerosis following myeloablative haematopoietic stem cell transplantation. Ann Rheum Dis 2023; 82:670-680. [PMID: 36653124 PMCID: PMC10176357 DOI: 10.1136/ard-2021-221926] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 12/30/2022] [Indexed: 01/20/2023]
Abstract
OBJECTIVES Results from the SCOT (Scleroderma: Cyclophosphamide Or Transplantation) clinical trial demonstrated significant benefits of haematopoietic stem cell transplant (HSCT) versus cyclophosphamide (CTX) in patients with systemic sclerosis. The objective of this study was to test the hypothesis that transplantation stabilises the autoantibody repertoire in patients with favourable clinical outcomes. METHODS We used a bead-based array containing 221 protein antigens to profile serum IgG autoantibodies in participants of the SCOT trial. RESULTS Comparison of autoantibody profiles at month 26 (n=23 HSCT; n=22 CTX) revealed antibodies against two viral antigens and six self-proteins (SSB/La, CX3CL1, glycyl-tRNA synthetase (EJ), parietal cell antigen, bactericidal permeability-increasing protein and epidermal growth factor receptor (EGFR)) that were significantly different between treatment groups. Linear mixed model analysis identified temporal increases in antibody levels for hepatitis B surface antigen, CCL3 and EGFR in HSCT-treated patients. Eight of 32 HSCT-treated participants and one of 31 CTX-treated participants had temporally varying serum antibody profiles for one or more of 14 antigens. Baseline autoantibody levels against 20 unique antigens, including 9 secreted proteins (interleukins, IL-18, IL-22, IL-23 and IL-27), interferon-α2A, stem cell factor, transforming growth factor-β, macrophage colony-stimulating factor and macrophage migration inhibitory factor were significantly higher in patients who survived event-free to month 54. CONCLUSIONS Our results suggest that HSCT favourably alters the autoantibody repertoire, which remains virtually unchanged in CTX-treated patients. Although antibodies recognising secreted proteins are generally thought to be pathogenic, our results suggest a subset could potentially modulate HSCT in scleroderma.
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Affiliation(s)
- Burcu Ayoglu
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Michele Donato
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Stanford Institute for Immunity Transplantation and Infection, Stanford, California, USA
| | - Daniel E Furst
- Department of Medicine, University of California, Los Angeles, California, USA
| | - Leslie J Crofford
- Division of Rheumatology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Ellen Goldmuntz
- Division of Allergy, Immunology, and Transplantation, National Institute of Allergy and Infectious Diseases, Bethesda, Maryland, USA
| | | | - Judith James
- Arthritis & Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
- Departments of Medicine and Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Susan Macwana
- Arthritis & Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Maureen D Mayes
- Department of Rheumatology, The University of Texas Health Science Center, Houston, Texas, USA
| | | | | | - Keith M Sullivan
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Beverly Welch
- Division of Allergy, Immunology, and Transplantation, National Institute of Allergy and Infectious Diseases, Bethesda, Maryland, USA
| | | | - Rong Mao
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Lorinda Chung
- Departments of Medicine & Dermatology, Stanford University, Stanford, California, USA
- Palo Alto VA Health Care System, Palo Alto, California, USA
| | - Purvesh Khatri
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Stanford Institute for Immunity Transplantation and Infection, Stanford, California, USA
| | - Paul J Utz
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Stanford Institute for Immunity Transplantation and Infection, Stanford, California, USA
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3
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Hu W, Chen X. Identification of hub ferroptosis-related genes and immune infiltration in lupus nephritis using bioinformatics. Sci Rep 2022; 12:18826. [PMID: 36335193 PMCID: PMC9637192 DOI: 10.1038/s41598-022-23730-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 11/04/2022] [Indexed: 11/08/2022] Open
Abstract
Lupus nephritis (LN) is one of the most severe and more common organ manifestations of the autoimmune disease, systemic lupus erythematosus. Ferroptosis, a novel type of programmed cell death, so far its role in LN remains uncertain. In the present study, we explored the role of ferroptosis in LN and its relationship with the immune response. The GSE112943 LN dataset was downloaded from the Gene Expression Omnibus database. Ferroptosis-Related Genes (FRGs) that drive, suppress or mark ferroptosis were retrieved from the public FerrDb database. The gene expression matrix of the GSE112943 dataset was analyzed with the "limma" package in R to obtain differentially expressed genes (DEGs) between LN and healthy samples. Subsequently, the crossover genes between DEGs and FRGs were identified as differentially expressed ferroptosis-related genes (DE-FRGs). Protein-protein interaction (PPI) network analysis, visualization, and identification of hub lupus nephritis ferroptosis-related genes (LN-FRGs) were performed with STRING and Cytoscape, while their Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were determined with the clusterProfiler package. Immune cell infiltration was calculated with CIBERSORT. The relationship between hub LN-FRGs and immune-infiltrated cells in LN was determined by Pearson correlation. A total of 96 DE-FRGs and 8 hub LN-FRGs (KRAS, PIK3CA, EGFR, MAPK14, SRC, MAPK3, VEGFA, and ATM) were identified. GO and KEGG functional classification indicated these genes enrichment in apoptotic process, programmed cell death, autophagy-animal, FoxO signaling pathway, relaxin signaling pathway, and VEGF signaling pathway. Infiltration matrix analysis of immune cells showed abundant Monocytes and M0/M1/M2 macrophages in LN kidney tissues. Correlation analysis revealed 8 hub LN-FRGs associated with immune-infiltrated cells in LN. In summary, overproduction of ROS and abnormal infiltration of immune cells would be implicated in the LN caused by ferroptosis. 8 hub lupus nephritis ferroptosis-related genes (LN-FRGs) which might be good biomarkers of ferroptosis in LN were identified in this study. These findings point to the immune response playing an important role in LN caused by ferroptosis via mutual regulation between hub LN-FRGs and immune-infiltrated cells.
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Affiliation(s)
- Weitao Hu
- grid.488542.70000 0004 1758 0435Department of Rheumatology, The Second Affiliated Hospital of Fujian Medical University, 34 North Zhongshan Road, Licheng District, Quanzhou, 362000 Fujian People’s Republic of China
| | - Xiaoqing Chen
- grid.488542.70000 0004 1758 0435Department of Rheumatology, The Second Affiliated Hospital of Fujian Medical University, 34 North Zhongshan Road, Licheng District, Quanzhou, 362000 Fujian People’s Republic of China
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4
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Dolcino M, Tinazzi E, Puccetti A, Lunardi C. In Systemic Sclerosis, a Unique Long Non Coding RNA Regulates Genes and Pathways Involved in the Three Main Features of the Disease (Vasculopathy, Fibrosis and Autoimmunity) and in Carcinogenesis. J Clin Med 2019; 8:jcm8030320. [PMID: 30866419 PMCID: PMC6462909 DOI: 10.3390/jcm8030320] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 02/25/2019] [Accepted: 03/04/2019] [Indexed: 12/11/2022] Open
Abstract
Systemic sclerosis (SSc) is an autoimmune disease characterized by three main features: vasculopathy, immune system dysregulation and fibrosis. Long non-coding RNAs (lncRNAs) may play a role in the pathogenesis of autoimmune diseases and a comprehensive analysis of lncRNAs expression in SSc is still lacking. We profiled 542,500 transcripts in peripheral blood mononuclear cells (PBMCs) from 20 SSc patients and 20 healthy donors using Clariom D arrays, confirming the results by Reverse Transcription Polymerase-chain reaction (RT-PCR). A total of 837 coding-genes were modulated in SSc patients, whereas only one lncRNA, heterogeneous nuclear ribonucleoprotein U processed transcript (ncRNA00201), was significantly downregulated. This transcript regulates tumor proliferation and its gene target hnRNPC (Heterogeneous nuclear ribonucleoproteins C) encodes for a SSc-associated auto-antigen. NcRNA00201 targeted micro RNAs (miRNAs) regulating the most highly connected genes in the Protein-Protein interaction (PPI) network of the SSc transcriptome. A total of 26 of these miRNAs targeted genes involved in pathways connected to the three main features of SSc and to cancer development including Epidermal growth factor (EGF) receptor, ErbB1 downstream, Sphingosine 1 phosphate receptor 1 (S1P1), Activin receptor-like kinase 1 (ALK1), Endothelins, Ras homolog family member A (RhoA), Class I Phosphoinositide 3-kinase (PI3K), mammalian target of rapamycin (mTOR), p38 mitogen-activated protein kinase (MAPK), Ras-related C3 botulinum toxin substrate 1 (RAC1), Transforming growth factor (TGF)-beta receptor, Myeloid differentiation primary response 88 (MyD88) and Toll-like receptors (TLRs) pathways. In SSc, the identification of a unique deregulated lncRNA that regulates genes involved in the three main features of the disease and in tumor-associated pathways, provides insight in disease pathogenesis and opens avenues for the design of novel therapeutic strategies.
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Affiliation(s)
- Marzia Dolcino
- Department of Medicine, University of Verona, 37134 Verona, Italy.
| | - Elisa Tinazzi
- Department of Medicine, University of Verona, 37134 Verona, Italy.
| | - Antonio Puccetti
- Department of Experimental Medicine, Section of Histology, University of Genova, 16132 Genova, Italy.
| | - Claudio Lunardi
- Department of Medicine, University of Verona, 37134 Verona, Italy.
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5
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Chaigne B, Clary G, Le Gall M, Dumoitier N, Fernandez C, Lofek S, Chafey P, Moinzadeh P, Krieg T, Denton CP, Mouthon L. Proteomic Analysis of Human Scleroderma Fibroblasts Response to Transforming Growth Factor-ß. Proteomics Clin Appl 2018; 13:e1800069. [PMID: 30141531 DOI: 10.1002/prca.201800069] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2018] [Revised: 07/14/2018] [Indexed: 01/28/2023]
Abstract
PURPOSE Systemic sclerosis (SSc) is characterized by autoimmunity, vasculopathy and fibrosis. Fibrosis is due to an activation of fibroblasts by the transforming growth factor-ß (TGF-ß). This study investigates the proteomic response of SSc fibroblasts to TGF-ß. EXPERIMENTAL DESIGN Skin fibroblasts from diffuse SSc patients and healthy controls (HC) are cultured with or without TGF-ß. Two-dimensional differential in-gel electrophoresis and mass spectrometry (MS) combined with Ingenuity Pathway analysis (IPA) and Panther/David software analyze proteins differentially expressed between groups. Real-time cell analyzer (RTCA) assesses fibroblast proliferation and viability. RESULTS Two-hundred-and-seventy-nine proteins are differentially expressed between groups. Principal component analysis shows significant differences between groups. IPA shows specific process networks such as actin cytoskeleton and integrin signaling. Panther and David software show predominant biological processes such as cellular and metabolic processes. TGF-ß enhances protein synthesis and protein pathways. IPA and RTCA suggest the involvement of epidermal growth factor receptor (EGFR) and phosphatidylinositol 3 kinase (Pi3K). CONCLUSIONS AND CLINICAL RELEVANCE That the proteome of fibroblasts differs between SSc patients and HC is confirmed, and it is demonstrated that fibroblasts exacerbate their proteomic phenotype upon stimulation with TGF-ß. EGFR and Pi3K are highlighted as proteins of interest in SSc fibroblasts.
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Affiliation(s)
- Benjamin Chaigne
- INSERM U1016, Institut Cochin, 75014 Paris, France.,CNRS UMR 8104, 75014 Paris, France.,Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France.,Service de Médecine Interne, Centre de Référence Maladies Systémiques Autoimmunes Rares, Vascularites Nécrosantes Et Sclérodermie Systémique, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, 75014 Paris, France
| | - Guilhem Clary
- INSERM U1016, Institut Cochin, 75014 Paris, France.,CNRS UMR 8104, 75014 Paris, France.,Proteomic core facility of Paris Descartes University (3P5), 75014 Paris, France
| | - Morgane Le Gall
- INSERM U1016, Institut Cochin, 75014 Paris, France.,CNRS UMR 8104, 75014 Paris, France.,Proteomic core facility of Paris Descartes University (3P5), 75014 Paris, France
| | - Nicolas Dumoitier
- INSERM U1016, Institut Cochin, 75014 Paris, France.,CNRS UMR 8104, 75014 Paris, France.,Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France
| | - Claire Fernandez
- INSERM U1016, Institut Cochin, 75014 Paris, France.,CNRS UMR 8104, 75014 Paris, France.,Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France.,Service de Médecine Interne, Centre de Référence Maladies Systémiques Autoimmunes Rares, Vascularites Nécrosantes Et Sclérodermie Systémique, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, 75014 Paris, France
| | - Sebastien Lofek
- INSERM U1016, Institut Cochin, 75014 Paris, France.,CNRS UMR 8104, 75014 Paris, France
| | - Philippe Chafey
- INSERM U1016, Institut Cochin, 75014 Paris, France.,CNRS UMR 8104, 75014 Paris, France.,Proteomic core facility of Paris Descartes University (3P5), 75014 Paris, France
| | - Pia Moinzadeh
- Department of Dermatology, University of Cologne, 50937 Cologne, Germany
| | - Thomas Krieg
- Department of Dermatology, University of Cologne, 50937 Cologne, Germany
| | - Christopher P Denton
- Institute of Immunity and Transplantation, Centre for Rheumatology and Connective Tissue Diseases, Royal Free Hospital, NW3 2QG London, UK
| | - Luc Mouthon
- INSERM U1016, Institut Cochin, 75014 Paris, France.,CNRS UMR 8104, 75014 Paris, France.,Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France.,Service de Médecine Interne, Centre de Référence Maladies Systémiques Autoimmunes Rares, Vascularites Nécrosantes Et Sclérodermie Systémique, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, 75014 Paris, France
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6
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Ma TKW, McAdoo SP, Tam FWK. Targeting the tyrosine kinase signalling pathways for treatment of immune-mediated glomerulonephritis: from bench to bedside and beyond. Nephrol Dial Transplant 2017; 32:i129-i138. [PMID: 28391340 PMCID: PMC5410974 DOI: 10.1093/ndt/gfw336] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 08/18/2016] [Indexed: 12/25/2022] Open
Abstract
Glomerulonephritis (GN) affects patients of all ages and is an important cause of morbidity and mortality. Non-selective immunosuppressive drugs have been used in immune-mediated GN but often result in systemic side effects and occasionally fatal infective complications. There is increasing evidence from both preclinical and clinical studies that abnormal activation of receptor and non-receptor tyrosine kinase signalling pathways are implicated in the pathogenesis of immune-mediated GN. Activation of spleen tyrosine kinase (SYK), Bruton's tyrosine kinase (BTK), platelet-derived growth factor receptor (PDGFR), epidermal growth factor receptor (EGFR) and discoidin domain receptor 1 (DDR1) have been demonstrated in anti-GBM disease. SYK is implicated in the pathogenesis of ANCA-associated GN. SYK, BTK, PDGFR, EFGR, DDR1 and Janus kinase are implicated in the pathogenesis of lupus nephritis. A representative animal model of IgA nephropathy (IgAN) is lacking. Based on the results from in vitro and human renal biopsy study results, a phase II clinical trial is ongoing to evaluate the efficacy and safety of fostamatinib (an oral SYK inhibitor) in high-risk IgAN patient. Various tyrosine kinase inhibitors (TKIs) have been approved for cancer treatment. Clinical trials of TKIs in GN may be justified given their long-term safety data. In this review we will discuss the current unmet medical needs in GN treatment and research as well as the current stage of development of TKIs in GN treatment and propose an accelerated translational research approach to investigate whether selective inhibition of tyrosine kinase provides a safer and more efficacious option for GN treatment.
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Affiliation(s)
- Terry King-Wing Ma
- Renal and Vascular Inflammation Section, Department of Medicine, Imperial College London, Hammersmith Hospital, Du Cane Road, London, UK.,Carol and Richard Yu Peritoneal Dialysis Research Centre, Department of Medicine and Therapeutics, Prince of Wales Hospital, Chinese University of Hong Kong, Sha Tin, Hong Kong
| | - Stephen P McAdoo
- Renal and Vascular Inflammation Section, Department of Medicine, Imperial College London, Hammersmith Hospital, Du Cane Road, London, UK
| | - Frederick Wai Keung Tam
- Renal and Vascular Inflammation Section, Department of Medicine, Imperial College London, Hammersmith Hospital, Du Cane Road, London, UK
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7
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The serine/threonine protein phosphatase 2A controls autoimmunity. Clin Immunol 2017; 186:38-42. [PMID: 28736280 DOI: 10.1016/j.clim.2017.07.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Accepted: 07/19/2017] [Indexed: 12/16/2022]
Abstract
Protein phosphatase 2A (PP2A) is the first serine/threonine phosphatase recognized to contribute to human and murine lupus immunopathology. PP2A expression in SLE is controlled both epigenetically and genetically, and it is increased in patients with SLE, which contributes to decreased IL-2 production, decreased CD3ζ and increased FcRγ expression on the surface of T cells, increased CREMα expression, hypomethylation of genes associated with SLE pathogenesis, and increased IL-17 production. β regulatory subunit of PP2A regulates IL-2 deprivation-induced T cell death and is decreased in SLE patients. A mouse overexpressing PP2Ac in T cells displays peripheral granulocytosis, elevated IL-17 production, and develops glomerulonephritis when challenged. A mouse which lacks PP2Ac only in regulatory T cells develops severe autoimmunity and multiorgan inflammation because of loss of restraint on mTORC1 and inability of Foxp3+ cells to regulate conventional T cells. Targeting PP2A in T cell subsets may be therapeutic for SLE and other autoimmune diseases.
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8
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Lofgren S, Hinchcliff M, Carns M, Wood T, Aren K, Arroyo E, Cheung P, Kuo A, Valenzuela A, Haemel A, Wolters PJ, Gordon J, Spiera R, Assassi S, Boin F, Chung L, Fiorentino D, Utz PJ, Whitfield ML, Khatri P. Integrated, multicohort analysis of systemic sclerosis identifies robust transcriptional signature of disease severity. JCI Insight 2016; 1:e89073. [PMID: 28018971 DOI: 10.1172/jci.insight.89073] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Systemic sclerosis (SSc) is a rare autoimmune disease with the highest case-fatality rate of all connective tissue diseases. Current efforts to determine patient response to a given treatment using the modified Rodnan skin score (mRSS) are complicated by interclinician variability, confounding, and the time required between sequential mRSS measurements to observe meaningful change. There is an unmet critical need for an objective metric of SSc disease severity. Here, we performed an integrated, multicohort analysis of SSc transcriptome data across 7 datasets from 6 centers composed of 515 samples. Using 158 skin samples from SSc patients and healthy controls recruited at 2 centers as a discovery cohort, we identified a 415-gene expression signature specific for SSc, and validated its ability to distinguish SSc patients from healthy controls in an additional 357 skin samples from 5 independent cohorts. Next, we defined the SSc skin severity score (4S). In every SSc cohort of skin biopsy samples analyzed in our study, 4S correlated significantly with mRSS, allowing objective quantification of SSc disease severity. Using transcriptome data from the largest longitudinal trial of SSc patients to date, we showed that 4S allowed us to objectively monitor individual SSc patients over time, as (a) the change in 4S of a patient is significantly correlated with change in the mRSS, and (b) the change in 4S at 12 months of treatment could predict the change in mRSS at 24 months. Our results suggest that 4S could be used to distinguish treatment responders from nonresponders prior to mRSS change. Our results demonstrate the potential clinical utility of a novel robust molecular signature and a computational approach to SSc disease severity quantification.
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Affiliation(s)
- Shane Lofgren
- Institute for Immunity, Transplantation, and Infection.,Division of Biomedical Informatics Research, Department of Medicine, Stanford University, California, USA
| | - Monique Hinchcliff
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Mary Carns
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Tammara Wood
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, USA
| | - Kathleen Aren
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Esperanza Arroyo
- Division of Rheumatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Peggie Cheung
- Division of Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Alex Kuo
- Division of Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Antonia Valenzuela
- Division of Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | | | - Paul J Wolters
- Pulmonary Division, Department of Medicine, University of California, San Francisco, California, USA
| | - Jessica Gordon
- Department of Rheumatology, Hospital for Special Surgery, New York, New York, USA
| | - Robert Spiera
- Department of Rheumatology, Hospital for Special Surgery, New York, New York, USA
| | - Shervin Assassi
- Division of Rheumatology and Clinical Immunogenetics, The University of Texas Health Science Center Houston, Houston, Texas, USA
| | - Francesco Boin
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, California, USA
| | - Lorinda Chung
- Division of Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA.,Department of Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA.,Department of Dermatology, Stanford University School of Medicine, Stanford, California, USA
| | - David Fiorentino
- Department of Dermatology, Stanford University School of Medicine, Stanford, California, USA
| | - Paul J Utz
- Institute for Immunity, Transplantation, and Infection.,Division of Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Michael L Whitfield
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, USA
| | - Purvesh Khatri
- Institute for Immunity, Transplantation, and Infection.,Division of Biomedical Informatics Research, Department of Medicine, Stanford University, California, USA
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9
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Arts MR, Baron M, Chokr N, Fritzler MJ, the Canadian Scleroderma Research Group (CSRG), Servant MJ. Systemic sclerosis immunoglobulin induces growth and a pro-fibrotic state in vascular smooth muscle cells through the epidermal growth factor receptor. PLoS One 2014; 9:e100035. [PMID: 24927197 PMCID: PMC4057313 DOI: 10.1371/journal.pone.0100035] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2014] [Accepted: 05/21/2014] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE It has been suggested that autoantibodies in systemic sclerosis (SSc) may induce the differentiation of cultured fibroblasts into myofibroblasts through platelet-derived growth factor receptor (PDGFR) activation. The present study aims to characterize the effects of SSc IgG on vascular smooth muscle cells (VSMCs) and to determine if stimulatory autoantibodies directed to the PDGFR can be detected, and whether they induce a profibrotic response in primary cultured VSMCs. METHODS Cultured VSMCs were exposed to IgG fractions purified from SSc-patient or control sera. VSMC responses were then analyzed for ERK1/2 and Akt phosphorylation, PDGFR immunoprecipitation, cellular proliferation, protein synthesis, and pro-fibrotic changes in mRNA expression. RESULTS Stimulatory activity in IgG fractions was more prevalent and intense in the SSc samples. SSc IgG immunoprecipitated the PDGFR with greater avidity than control IgG. Interestingly, activation of downstream signaling events (e.g. Akt, ERK1/2) was independent of PDGFR activity, but required functional EGFR. We also detected increased protein synthesis in response to SSc IgG (p<0.001) and pro-fibrotic changes in gene expression (Tgfb1 +200%; Tgfb2 -23%; p<0.001)) in VSMCs treated with SSc IgG. CONCLUSION When compared to control IgG, SSc IgG have a higher stimulation index in VSMCs. Although SSc IgG interact with the PDGFR, the observed remodeling signaling events occur through the EGFR in VSMC. Our data thus favour a model of transactivation of the EGFR by SSc-derived PDGFR autoantibodies and suggest the use of EGFR inhibitors in future target identification studies in the field of SSc.
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MESH Headings
- Adult
- Animals
- Cell Proliferation/drug effects
- Cells, Cultured
- ErbB Receptors/physiology
- Female
- Fibrosis/chemically induced
- Humans
- Immunoglobulin G/pharmacology
- Male
- Middle Aged
- Muscle, Smooth, Vascular/drug effects
- Muscle, Smooth, Vascular/pathology
- Myocytes, Smooth Muscle/drug effects
- Myocytes, Smooth Muscle/pathology
- Rats
- Rats, Wistar
- Scleroderma, Systemic/immunology
- Scleroderma, Systemic/pathology
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Affiliation(s)
- Monique R. Arts
- Université de Montréal, Faculté de Pharmacie, Montreal, Quebec, Canada
- McGill University, Jewish General Hospital, Montreal, Quebec, Canada
| | - Murray Baron
- McGill University, Jewish General Hospital, Montreal, Quebec, Canada
| | - Nidaa Chokr
- Université de Montréal, Faculté de Pharmacie, Montreal, Quebec, Canada
| | | | | | - Marc J. Servant
- Université de Montréal, Faculté de Pharmacie, Montreal, Quebec, Canada
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10
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Park NJ, Wang X, Diaz A, Goos-Root DM, Bock C, Vaught JD, Sun W, Strom CM. Measurement of cetuximab and panitumumab-unbound serum EGFR extracellular domain using an assay based on slow off-rate modified aptamer (SOMAmer) reagents. PLoS One 2013; 8:e71703. [PMID: 23990977 PMCID: PMC3749190 DOI: 10.1371/journal.pone.0071703] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2013] [Accepted: 07/02/2013] [Indexed: 11/24/2022] Open
Abstract
Background Response to cetuximab (Erbitux®) and panitumumab (Vectibix®) varies among individuals, and even those who show response ultimately gain drug resistance. One possible etiologic factor is differential interaction between the drug and target. We describe the development of an assay based on Slow Off-rate Modified Aptamer (SOMAmer™) reagents that can distinguish drug-bound from unbound epidermal growth factor receptor (EGFR). Methods This quantitative assay uses a SOMAmer reagent specific for EGFR extracellular domain (ECD) as a capturing reagent. Captured SOMAmer is quantitated using PCR. Linearity and accuracy (recovery) of the assay were assessed using normal sera and purified EGFR ECD. Results This EGFR ECD assay showed linearity between 2.5 and 600 ng/mL. Average recovery was 101%. The assay detected EGFR but showed little cross-reactivity to other ErbB proteins: 0.4% for ErbB2, 6.9% for ErbB3, and 1.3% for ErbB4. Preincubation of normal serum with either cetuximab or panitumumab resulted in a dose-dependent decrease in EGFR ECD levels measured using the SOMAmer assay; preincubation did not affect measurement with an ELISA. Conclusions This SOMAmer-based serum EGFR ECD assay accurately and specifically measures EGFR in serum. Detection of significant amounts of drug-unbound EGFR in patients undergoing cetuximab or panitumumab treatment could be an indicator of poor drug response. Further studies are needed to evaluate the utility of the assay as an indicator of drug efficacy or as a guide to dosing.
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MESH Headings
- Antibodies, Monoclonal/administration & dosage
- Antibodies, Monoclonal/metabolism
- Antibodies, Monoclonal, Humanized/administration & dosage
- Antibodies, Monoclonal, Humanized/metabolism
- Antineoplastic Agents/administration & dosage
- Antineoplastic Agents/metabolism
- Aptamers, Nucleotide/genetics
- Aptamers, Nucleotide/metabolism
- Binding Sites
- Binding, Competitive
- Biomarkers/blood
- Cetuximab
- Clinical Laboratory Techniques/methods
- Enzyme-Linked Immunosorbent Assay
- ErbB Receptors/antagonists & inhibitors
- ErbB Receptors/blood
- ErbB Receptors/metabolism
- Humans
- Panitumumab
- Polymerase Chain Reaction
- Receptor, ErbB-2/antagonists & inhibitors
- Receptor, ErbB-2/blood
- Receptor, ErbB-2/metabolism
- Receptor, ErbB-3/antagonists & inhibitors
- Receptor, ErbB-3/blood
- Receptor, ErbB-3/metabolism
- Receptor, ErbB-4
- Reproducibility of Results
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Affiliation(s)
- Noh Jin Park
- Quest Diagnostics Nichols Institute San Juan Capistrano, San Juan Capistrano, California, United States of America
| | - Xiuqiang Wang
- Quest Diagnostics Nichols Institute San Juan Capistrano, San Juan Capistrano, California, United States of America
| | - Angelica Diaz
- Quest Diagnostics Nichols Institute San Juan Capistrano, San Juan Capistrano, California, United States of America
| | - Dana M. Goos-Root
- Quest Diagnostics Nichols Institute San Juan Capistrano, San Juan Capistrano, California, United States of America
| | - Christopher Bock
- SomaLogic Incorporated, Boulder, Colorado, United States of America
| | | | - Weimin Sun
- Quest Diagnostics Nichols Institute San Juan Capistrano, San Juan Capistrano, California, United States of America
| | - Charles M. Strom
- Quest Diagnostics Nichols Institute San Juan Capistrano, San Juan Capistrano, California, United States of America
- * E-mail:
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11
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Olsen DA, Jakobsen EH, Brandslund I. Quantification of EGFR autoantibodies in the amplification phenomenon of HER2 in breast cancer. Clin Chem Lab Med 2013; 51:2325-9. [DOI: 10.1515/cclm-2013-0166] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2013] [Accepted: 08/03/2013] [Indexed: 11/15/2022]
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12
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Paniagua RT, Fiorentino DF, Chung L, Robinson WH. Tyrosine kinases in inflammatory dermatologic disease. J Am Acad Dermatol 2011; 65:389-403. [PMID: 20584561 PMCID: PMC2948077 DOI: 10.1016/j.jaad.2010.04.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2010] [Revised: 04/07/2010] [Accepted: 04/12/2010] [Indexed: 02/07/2023]
Abstract
Tyrosine kinases (TKs) are enzymes that catalyze the phosphorylation of tyrosine residues on protein substrates. They are key components of signaling pathways that drive an array of cellular responses including proliferation, differentiation, migration, and survival. Specific TKs have recently been identified as critical to the pathogenesis of several autoimmune and inflammatory diseases. Small-molecule inhibitors of TKs are emerging as a novel class of therapy that may provide benefit in certain patient subsets. In this review, we highlight TK signaling implicated in inflammatory dermatologic diseases, evaluate strategies aimed at inhibiting these aberrant signaling pathways, and discuss prospects for future drug development.
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Affiliation(s)
- Ricardo T Paniagua
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, California; Geriatric Research Education and Clinical Center, Palo Alto Department of Veterans Affairs Health Care System, Palo Alto, California
| | - David F Fiorentino
- Department of Dermatology, Stanford University School of Medicine, Stanford, California
| | - Lorinda Chung
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, California; Geriatric Research Education and Clinical Center, Palo Alto Department of Veterans Affairs Health Care System, Palo Alto, California
| | - William H Robinson
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University School of Medicine, Stanford, California; Geriatric Research Education and Clinical Center, Palo Alto Department of Veterans Affairs Health Care System, Palo Alto, California.
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13
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Association of rheumatoid arthritis risk with EGFR genetic polymorphisms in Taiwan’s Han Chinese population. Rheumatol Int 2011; 32:2301-6. [DOI: 10.1007/s00296-011-1961-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2010] [Accepted: 05/08/2011] [Indexed: 12/19/2022]
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14
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Harris ML, Rosen A. Autoimmunity in scleroderma: the origin, pathogenetic role, and clinical significance of autoantibodies. Curr Opin Rheumatol 2004; 15:778-84. [PMID: 14569210 DOI: 10.1097/00002281-200311000-00016] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
PURPOSE OF REVIEW Systemic sclerosis, or scleroderma, is a systemic autoimmune disease manifest by vascular damage and fibrosis within the skin and visceral organs. Whereas scleroderma is a heterogenous disorder in terms of disease symptoms and clinical course, scleroderma-specific autoantibody profiles associate strongly with distinct clinical phenotypes, making serologic testing of great diagnostic aid. This review will focus on the clinical significance and the potential pathogenic role of autoantibodies in scleroderma. RECENT FINDINGS Novel autoantibody and phenotype associations discovered within the past year underscore the clinical utility of systemic sclerosis-associated autoantibodies. Whereas autoantibodies are generally believed to indicate the presence of ongoing tissue damage, some research suggests that the humoral immune response may play a role in generating such damage. SUMMARY Improvements in multiplex autoantibody assays will aid in the diagnosis and prognosis of the complications associated with systemic sclerosis. Continued research into autoantibody/phenotype associations could also yield critical insights into the pathogenesis of, and suggest novel therapeutic targets for, this chronic, debilitating disease.
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Affiliation(s)
- Michelle L Harris
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA
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15
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Planque S, Taguchi H, Burr G, Bhatia G, Karle S, Zhou YX, Nishiyama Y, Paul S. Broadly distributed chemical reactivity of natural antibodies expressed in coordination with specific antigen binding activity. J Biol Chem 2003; 278:20436-43. [PMID: 12668670 DOI: 10.1074/jbc.m301468200] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Antibody (Ab) nucleophilic reactivity was studied using hapten and polypeptide antigens containing biotinylated phosphonate diester groups (covalently reactive antigen analogs, CRAs). Polyclonal IgG from healthy donors formed covalent adducts with a positively charged hapten CRA at levels superior to trypsin. Each of the 16 single chain Fv clones studied expressed a similar reactivity, indicating the V domain location of the nucleophiles and their broad distribution in diverse Abs. The formation of hapten CRA-Fv adducts was correlated with Fv proteolytic activity determined by cleavage of a model peptide substrate. Despite excellent nucleophilicity, proteolysis by IgG proceeded at lower rates than trypsin, suggesting that events occurring after nucleophilic attack on the substrate limit the rate of Ab proteolysis. The extracellular domain of the epidermal growth factor receptor with phosphonate diester groups at Lys side chains and a synthetic peptide corresponding to residues 421- 431 of human immunodeficiency virus glycoprotein (gp) 120 with the phosphonate diester at the C terminus formed covalent adducts with specific polyclonal and monoclonal Abs raised by immunization with epidermal growth factor receptor and synthetic gp120-(421- 436) devoid of phosphonate diester groups, respectively. Adduct formation was inhibited by extracellular domain of the epidermal growth factor receptor (exEGFB) and synthetic gp120-(421- 436) devoid of phosphonate groups, suggesting that the nucleophiles are located within the antigen binding sites. These results suggest the innate character of the Ab nucleophilic reactivity, its functional coordination with non-covalent adaptive binding interactions developing over the course of B cell maturation, and novel routes toward permanent inhibition of Abs.
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Affiliation(s)
- Stephanie Planque
- Chemical Immunology and Therapeutics Research Center, Department of Pathology and Laboratory Medicine, University of Texas-Houston Medical School, 77030, USA
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