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Lichtnekert J, Anders HJ, Lech M. Lupus Nephritis: Current Perspectives and Moving Forward. J Inflamm Res 2022; 15:6533-6552. [PMID: 36483271 PMCID: PMC9726217 DOI: 10.2147/jir.s363722] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 11/22/2022] [Indexed: 08/07/2023] Open
Abstract
Lupus nephritis is a severe organ manifestation of systemic lupus erythematosus, and its pathogenesis involves complex etiology and mechanisms. Despite significant knowledge gains and extensive efforts put into understanding the development and relapsing disease activity, lupus nephritis remains a substantial cause of morbidity and mortality in lupus patients. Current therapies retain a significant unmet medical need regarding rates of complete response, preventing relapse of lupus nephritis, progression of chronic kidney disease to kidney failure, drug toxicity, and pill burden-related drug non-adherence. Connected to progression of chronic kidney disease are the associated risks for disabling or even lethal cardiovascular events, as well as chronic kidney disease-related secondary immunodeficiency and serious infections. In this regard, biomarkers are needed that can predict treatment response to specific drugs to enable personalized precision medicine. A series of clinical trials with innovative immunomodulatory drugs are ongoing and raise expectations for improvements in the management of lupus nephritis. Here, we review how new developments in pathogenesis connect with current and future perspectives for the management of lupus nephritis.
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Affiliation(s)
- Julia Lichtnekert
- Nephrologisches Zentrum, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, LMU München, München, Germany
| | - Hans-Joachim Anders
- Nephrologisches Zentrum, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, LMU München, München, Germany
| | - Maciej Lech
- Nephrologisches Zentrum, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, LMU München, München, Germany
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2
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Xiao S, Kuang C. Identification of crucial genes that induce coronary atherosclerosis through endothelial cell dysfunction in AMI-identifying hub genes by WGCNA. Am J Transl Res 2022; 14:8166-8174. [PMID: 36505315 PMCID: PMC9730117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 10/30/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE To identify the most relevant genes of cardiovascular disease in acute myocardial infarction patients using weighted gene co-expression network analysis (WGCNA). METHODS The microarray dataset of GSE66360 was downloaded from the Gene Expression Omnibus (GEO) website. The differential genes with adjusted P < 0.05 and |log2 fold change (FC)| > 0.5 were included in the analysis. The weighed gene co-expression network analysis (WGCNA) was used to build a gene co-expression network and identify the most significant module. Cytoscape was used to filter the hub genes. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed for the hub genes. The key genes were defined as having high statistical and biological significance. RESULTS A total of 4751 differentially expressed genes (DEGs) were screened from the dataset. The purple module had the highest significance in AMI. There were 47 hub genes identified from the module. The GO terms "amyloid beta protein metabolism" and "carbohydrate metabolism" and the KEGG terms "phagosome-related pathways" and "Staphylococcus aureus-associated pathways" were the pathways strongly enriched in AMI. Fatty acid translocase cluster of differentiation (CD36), formyl peptide receptor type 2 (FPR2), integrin subunit alpha M (ITGAM), and oxidized low density lipoprotein receptor 1 (OLR1) were considered key genes in AMI. CONCLUSION Our research suggested that the underlying mechanism was related to inflammation and lipid formation. The hub genes identified were CD36, FPR2, ITGAM, and OLR1.
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Harley IT, Sawalha AH. Systemic lupus erythematosus as a genetic disease. Clin Immunol 2022; 236:108953. [PMID: 35149194 PMCID: PMC9167620 DOI: 10.1016/j.clim.2022.108953] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 02/03/2022] [Accepted: 02/03/2022] [Indexed: 12/12/2022]
Abstract
Systemic lupus erythematosus is the prototypical systemic autoimmune disease, as it is characterized both by protean multi-organ system manifestations and by the uniform presence of pathogenic autoantibodies directed against components of the nucleus. Prior to the modern genetic era, the diverse clinical manifestations of SLE suggested to many that SLE patients were unlikely to share a common genetic risk basis. However, modern genetic studies have revealed that SLE usually arises when an environmental exposure occurs in an individual with a collection of genetic risk variants passing a liability threshold. Here, we summarize the current state of the field aimed at: (1) understanding the genetic architecture of this complex disease, (2) synthesizing how this genetic risk architecture impacts cellular and molecular disease pathophysiology, (3) providing illustrative examples that highlight the rich complexity of the pathobiology of this prototypical autoimmune disease and (4) communicating this complex etiopathogenesis to patients.
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Affiliation(s)
- Isaac T.W. Harley
- Division of Rheumatology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA,Human Immunology and Immunotherapy Initiative (HI3), Department of Immunology, University of Colorado School of Medicine, Aurora, CO, USA,Rocky Mountain Regional Veteran’s Administration Medical Center (VAMC), Medicine Service, Rheumatology Section, Aurora, CO, USA,Corresponding author at: Isaac TW Harley, MD, PhD, MS, Division of Rheumatology, University of Colorado Anschutz Medical Campus, Barbara Davis Center, Mail Stop B115, 1775 Aurora Court, Aurora, CO 80045, USA, (I.T.W. Harley)
| | - Amr H. Sawalha
- Division of Rheumatology, Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA, USA,Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA,Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA,Lupus Center of Excellence, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA,Corresponding author at: Amr H. Sawalha, MD, University of Pittsburgh, 7123 Rangos Research Center, 4401 Penn Avenue, Pittsburgh, PA 15224, USA, (A.H. Sawalha)
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4
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Lokki AI, Teirilä L, Triebwasser M, Daly E, Bhattacharjee A, Uotila L, Llort Asens M, Kurki MI, Perola M, Auro K, Salmon JE, Daly M, Atkinson JP, Laivuori H, Fagerholm S, Meri S. Dysfunction of complement receptors CR3 (CD11b/18) and CR4 (CD11c/18) in pre-eclampsia: a genetic and functional study. BJOG 2021; 128:1282-1291. [PMID: 33539617 DOI: 10.1111/1471-0528.16660] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To study genetic variants and their function within genes coding for complement receptors in pre-eclampsia. DESIGN A case-control study. SETTING Pre-eclampsia is a common vascular disease of pregnancy. The clearance of placenta-derived material is one of the functions of the complement system in pregnancy. POPULATION We genotyped 500 women with pre-eclamptic pregnancies and 190 pregnant women without pre-eclampsia, as controls, from the FINNPEC cohort, and 122 women with pre-eclamptic pregnancies and 1905 controls from the national FINRISK cohort. METHODS The functional consequences of genotypes discovered by targeted exomic sequencing were explored by analysing the binding of the main ligand iC3b to mutated CR3 or CR4, which were transiently expressed on the surface of COS-1 cells. MAIN OUTCOME MEASURES Allele frequencies were compared between pre-eclamptic pregnancies and controls in genetic studies. The functional consequences of selected variants were measured by binding assays. RESULTS The most significantly pre-eclampsia-linked CR3 variant M441K (P = 4.27E-4, OR = 1.401, 95% CI = 1.167-1.682) displayed a trend of increased adhesion to iC3b (P = 0.051). The CR4 variant A251T was found to enhance the adhesion of CR4 to iC3b, whereas W48R resulted in a decrease of the binding of CR4 to iC3b. CONCLUSIONS Results suggest that changes in complement-facilitated phagocytosis are associated with pre-eclampsia. Further studies are needed to ascertain whether aberrant CR3 and CR4 activity leads to altered pro- and anti-inflammatory cytokine responses in individuals carrying the associated variants, and the role of these receptors in pre-eclampsia pathogenesis. TWEETABLE ABSTRACT Genetic variants of complement receptors CR3 and CR4 have functional consequences that are associated with pre-eclampsia.
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Affiliation(s)
- A I Lokki
- Translational Immunology Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland.,Department of Obstetrics and Gynecology, Faculty of Medicine and Health Technology, Tampere University Hospital, Tampere University, Tampere, Finland
| | - L Teirilä
- Translational Immunology Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland.,Bacteriology and immunology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - M Triebwasser
- Department of Medicine, Division of Rheumatology, Washington University School of Medicine, Saint Louis, MO, USA
| | - E Daly
- Hospital and Harvard Medical School, Boston, MA, USA
| | - A Bhattacharjee
- Herantis Pharma Plc, Espoo, Finland.,Neuroscience Center, HiLife, University of Helsinki, Helsinki, Finland
| | - L Uotila
- Research Services, University of Helsinki, Helsinki, Finland
| | - M Llort Asens
- Molecular and Integrative Biosciences Research Program, Faculty of Bio- and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - M I Kurki
- Neurosurgery of Neuro Center, Kuopio University Hospital, Finland.,Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - M Perola
- Department of Health, National Institute for Health and Welfare, Helsinki, Finland
| | - K Auro
- Department of Government Services, National Institute for Health and Welfare, Helsinki, Finland
| | - J E Salmon
- Hospital for Special Surgery-Weill Cornell Medicine, Department of Medicine, New York, NY, USA
| | - M Daly
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA.,Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - J P Atkinson
- Department of Medicine, Division of Rheumatology, Washington University School of Medicine, Saint Louis, MO, USA
| | - H Laivuori
- Department of Obstetrics and Gynecology, Faculty of Medicine and Health Technology, Tampere University Hospital, Tampere University, Tampere, Finland.,Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland.,Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - S Fagerholm
- Molecular and Integrative Biosciences Research Program, Faculty of Bio- and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - S Meri
- Translational Immunology Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland.,Bacteriology and immunology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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- Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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Dominguez D, Kamphuis S, Beyene J, Wither J, Harley JB, Blanco I, Vila-Inda C, Brunner H, Klein-Gitleman M, McCurdy D, Wahezi DM, Lehman T, Jelusic M, Peschken CA, Pope JE, Gladman DD, Hanly JG, Clarke AE, Bernatsky S, Pineau C, Smith CD, Barr S, Boire G, Rich E, Silverman ED. Relationship Between Genetic Risk and Age of Diagnosis in Systemic Lupus Erythematosus. J Rheumatol 2020; 48:852-858. [PMID: 33060314 DOI: 10.3899/jrheum.200002] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/01/2020] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Specific risk alleles for childhood-onset systemic lupus erythematosus SLE (cSLE) vs adult-onset SLE (aSLE) patients have not been identified. The aims of this study were to determine if there is an association (1) between non-HLA-related genetic risk score (GRS) and age of SLE diagnosis, and (2) between HLA-related GRS and age of SLE diagnosis. METHODS Genomic DNA was obtained from 2001 multiethnic patients and genotyped using the Immunochip. Following quality control, genetic risk counting (GRCS), weighted (GRWS), standardized counting (GRSCS), and standardized weighted (GRSWS) scores were calculated based on independent single-nucleotide polymorphisms from validated SLE loci. Scores were analyzed in a regression model and adjusted by sex and ancestral population. RESULTS The analyzed cohort consisted of 1540 patients: 1351 females and 189 males (675 cSLE and 865 aSLE). There were significant negative associations between all non-HLA GRS and age of SLE diagnosis: P = 0.011 and r2 = 0.175 for GRWS; P = 0.008 and r2 = 0.178 for GRSCS; P = 0.002 and r2 = 0.176 for GRSWS (higher GRS correlated with lower age of diagnosis.) All HLA GRS showed significant positive associations with age of diagnosis: P = 0.049 and r2 = 0.176 for GRCS; P = 0.022 and r2 = 0.176 for GRWS; P = 0.022 and r2 = 0.176 for GRSCS; P = 0.011 and r2 = 0.177 for GRSWS (higher GRS correlated with higher age of diagnosis). CONCLUSION Our data suggest that there is a linear relationship between genetic risk and age of SLE diagnosis and that HLA and non-HLA GRS are associated with age of diagnosis in opposite directions.
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Affiliation(s)
- Daniela Dominguez
- D. Dominguez, MSc, Division of Rheumatology, Hospital for Sick Children, Hospital for Sick Children, Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Sylvia Kamphuis
- S. Kamphuis, MD, PhD, Division of Rheumatology Department of Pediatrics, Sophia Children's Hospital, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Joseph Beyene
- J. Beyene, PhD, Department of Clinical Epidemiology & Biostatistics, McMaster University, Hamilton
| | - Joan Wither
- J. Wither, MD, PhD, Division of Genetics and Development, Krembil Research Institute, Arthritis Centre of Excellence, Division of Rheumatology, Toronto Western Hospital, University Health Network, Departments of Medicine and Immunology, University of Toronto, Toronto, Ontario, Canada
| | - John B Harley
- J.B. Harley, MD, PhD, Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati, and US Department of Veterans Affairs Medical Center, Cincinnati, Ohio
| | - Irene Blanco
- I. Blanco, MD, C. Vila-Inda, MD, Albert Einstein College of Medicine, Division of Rheumatology, Bronx, New York
| | - Catarina Vila-Inda
- I. Blanco, MD, C. Vila-Inda, MD, Albert Einstein College of Medicine, Division of Rheumatology, Bronx, New York
| | - Hermine Brunner
- H. Brunner, MD, MSc, Division of Rheumatology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Marissa Klein-Gitleman
- M. Klein-Gitleman, MD, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Deborah McCurdy
- D. McCurdy, MD, Division of Pediaitric Rheumatology, University of California Los Angeles, Los Angeles, California
| | - Dawn M Wahezi
- D.M. Wahezi, MD, Children's Hospital at Montefiore, Division of Pediatric Rheumatology, Albert Einstein College of Medicine, the Bronx, New York
| | - Thomas Lehman
- T. Lehman, MD, Division of Pediatric Rheumatology, Hospital for Special Surgery, New York, New York, USA
| | - Marija Jelusic
- M. Jelusic, MD, Department of Pediatric Rheumatology, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Christine A Peschken
- C.A. Peschken, MD, MSc, Departments of Medicine and Community Health Sciences, University of Manitoba, Winnipeg, Manitoba
| | - Janet E Pope
- J.E. Pope, MD, MPH, Professor of Medicine, Department of Medicine, University of Western Ontario, London, Ontario
| | - Dafna D Gladman
- D.D. Gladman, MD, Department of Medicine, University of Toronto, Toronto, Ontario
| | - John G Hanly
- J.G. Hanly, MD, Division of Rheumatology, Department of Medicine and Department of Pathology, Queen Elizabeth II Health Sciences Center and Dalhousie University, Halifax, Nova Scotia
| | - Ann E Clarke
- A.E. Clarke, MD, Cumming School of Medicine, University of Calgary, Calgary, Alberta
| | - Sasha Bernatsky
- S. Bernatsky, MD, PhD, Department of Medicine, McGill University, Montreal, Quebec
| | - Christian Pineau
- C. Pineau, MD, Department of Medicine, McGill University Hospital, Montreal, Quebec
| | - C Douglas Smith
- C.D. Smith, MD, Department of Medicine, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario
| | - Susan Barr
- S. Barr, MD, Division of Rheumatology, Department of Medicine, University of Calgary, Calgary, Alberta
| | - Gilles Boire
- G. Boire, MD, Division of Rheumatology, Department of Medicine, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, Quebec
| | - Eric Rich
- E. Rich, MD, Division of Rheumatology, Centre Hospitalier de l'Université de Montreal, Department of Medicine, University of Montreal School of Medicine, Montreal, Quebec
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6
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Xu W, Zhang Y, Wang X, Liu P, Gao D, Gu B, Zhang J, Li C, Ren Q, Yang L, Yuan H, Shen M, Chen X. Clinical features and expression of type I interferon-inducible genes in systemic lupus erythematosus patients harboring rs1143679 polymorphism in China: a single-center, retrospective study. Clin Rheumatol 2020; 40:1093-1101. [PMID: 32785810 DOI: 10.1007/s10067-020-05330-x] [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: 10/09/2019] [Revised: 07/02/2020] [Accepted: 08/04/2020] [Indexed: 11/27/2022]
Abstract
OBJECTIVE This case-control study aimed to analyze the clinical features and determine the expression of type I interferon-induced genes in systemic lupus erythematosus (SLE) patients harboring the CD11b rs1143679 single-nucleotide polymorphism (SNP) and elucidate whether it is involved in the relapses of SLE. METHODS One hundred twenty-five relatively inactive SLE patients with SLEDAI scores < 6, including 102 CD11b rs1143679 G allele patients as controls and 23 rs1143679 A allele carriers as cases, were enrolled from the SLE patient specimen bank in the Department of Rheumatology and Immunology. The sample set was retrospectively analyzed for differences in clinical features, and quantitative PCR and Western blot analyses were performed to evaluate the relative expression of type I interferon (IFN)-inducible genes. RESULTS The 24-h urinary protein levels in the case group were significantly elevated, and serum C3 levels were significantly reduced compared with those in the control group (P = 0.019 and P = 0.021, respectively). The relative mRNA levels of IFN-inducible genes IFIT1, IFIT4, and ISG15 in the case group were higher than that in the control group (P = 0.0257, 0.0344, and 0.0311, respectively) and matched with the Western blot results. CONCLUSIONS The relative expression of type I IFN-inducible genes in inactive SLE patients harboring the CD11b rs1143679 polymorphism was higher than that in other lupus patients. These findings suggest that the rs1143679 SNP can precipitate relapses in inactive SLE patients. KEY POINTS • The rs1143679 GA genotype was associated with SLE clinical features. • The rs1143679 GA genotype showed higher interferon-inducible gene expression relative to the GG genotype.
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Affiliation(s)
- Wenyu Xu
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Yueyue Zhang
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Xiaoqin Wang
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Peiyu Liu
- Department of Pharmacology, School of Basic Medical Science, Nanjing Medical University, Nanjing, 211166, China
| | - Dayu Gao
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Bingjie Gu
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Junyu Zhang
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Chunmei Li
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Qijie Ren
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Leilei Yang
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Hai Yuan
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Minning Shen
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China
| | - Xingguo Chen
- Department of Rheumatology and Immunology, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China.
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7
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Song W, Tang D, Chen D, Zheng F, Huang S, Xu Y, Yu H, He J, Hong X, Yin L, Liu D, Dai W, Dai Y. Advances in applying of multi-omics approaches in the research of systemic lupus erythematosus. Int Rev Immunol 2020; 39:163-173. [PMID: 32138562 DOI: 10.1080/08830185.2020.1736058] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Wencong Song
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Donge Tang
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Deheng Chen
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Fengping Zheng
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Shaoying Huang
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Yong Xu
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Haiyan Yu
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Jingquan He
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Xiaoping Hong
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Lianghong Yin
- Department of Nephrology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Dongzhou Liu
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
| | - Weier Dai
- College of Natural Science, University of Texas at Austin, Austin, TX, USA
| | - Yong Dai
- Department of Clinical Medical Research Center, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital Southern University of Science and Technology, Shenzhen People’s Hospital, Shenzhen, Guangdong, China
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8
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Yang Q, Li K, Li X, Liu J. Identification of Key Genes and Pathways in Myeloma side population cells by Bioinformatics Analysis. Int J Med Sci 2020; 17:2063-2076. [PMID: 32922167 PMCID: PMC7484674 DOI: 10.7150/ijms.48244] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 07/12/2020] [Indexed: 12/17/2022] Open
Abstract
Background: Multiple myeloma (MM) is the second most common hematological malignancy, which is still incurable and relapses inevitably, highlighting further understanding of the possible mechanisms. Side population (SP) cells are a group of enriched progenitor cells showing stem-like phenotypes with a distinct low-staining pattern with Hoechst 33342. Compared to main population (MP) cells, the underlying molecular characteristics of SP cells remain largely unclear. This bioinformatics analysis aimed to identify key genes and pathways in myeloma SP cells to provide novel biomarkers, predict MM prognosis and advance potential therapeutic targets. Methods: The gene expression profile GSE109651 was obtained from Gene Expression Omnibus database, and then differentially expressed genes (DEGs) with P-value <0.05 and |log2 fold-change (FC)| > 2 were selected by the comparison of myeloma light-chain (LC) restricted SP (LC/SP) cells and MP CD138+ cells. Subsequently, gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment analysis, protein-protein interaction (PPI) network analysis were performed to identify the functional enrichment analysis of the DEGs and screen hub genes. Cox proportional hazards regression was used to select the potential prognostic DEGs in training dataset (GSE2658). The prognostic value of the potential prognostic genes was evaluated by Kaplan-Meier curve and validated in another external dataset (MMRF-CoMMpass cohort from TCGA). Results: Altogether, 403 up-regulated and 393 down-regulated DEGs were identified. GO analysis showed that the up-regulated DEGs were significantly enriched in innate immune response, inflammatory response, plasma membrane and integral component of membrane, while the down-regulated DEGs were mainly involved in protoporphyrinogen IX and heme biosynthetic process, hemoglobin complex and erythrocyte differentiation. KEGG pathway analysis suggested that the DEGs were significantly enriched in osteoclast differentiation, porphyrin and chlorophyll metabolism and cytokine-cytokine receptor interaction. The top 10 hub genes, identified by the plug-in cytoHubba of the Cytoscape software using maximal clique centrality (MCC) algorithm, were ITGAM, MMP9, ITGB2, FPR2, C3AR1, CXCL1, CYBB, LILRB2, HP and FCER1G. Modules and corresponding GO enrichment analysis indicated that myeloma LC/SP cells were significantly associated with immune system, immune response and cell cycle. The predictive value of the prognostic model including TFF3, EPDR1, MACROD1, ARHGEF12, AMMECR1, NFATC2, HES6, PLEK2 and SNCA was identified, and validated in another external dataset (MMRF-CoMMpass cohort from TCGA). Conclusions: In conclusion, this study provides reliable molecular biomarkers for screening, prognosis, as well as novel therapeutic targets for myeloma LC/SP cells.
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Affiliation(s)
- Qin Yang
- Department of Hematology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Kaihu Li
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Xin Li
- Department of Hematology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Jing Liu
- Department of Hematology, the Third Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
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9
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Ramírez-Bello J, Sun C, Valencia-Pacheco G, Singh B, Barbosa-Cobos RE, Saavedra MA, López-Villanueva RF, Nath SK. ITGAM is a risk factor to systemic lupus erythematosus and possibly a protection factor to rheumatoid arthritis in patients from Mexico. PLoS One 2019; 14:e0224543. [PMID: 31774828 PMCID: PMC6881022 DOI: 10.1371/journal.pone.0224543] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 10/15/2019] [Indexed: 12/25/2022] Open
Abstract
Introduction ITGAM has consistently been associated with susceptibility to systemic lupus erythematosus (SLE) in many ethnically diverse populations. However, in populations with higher Amerindian ancestry (like Yucatan) or highly admixed population (like Mexican), ITGAM has seldom been evaluated (except few studies where patients with childhood-onset SLE were included). In addition, ITGAM has seldom been evaluated in patients with rheumatoid arthritis (RA). Here, we evaluated whether four single nucleotide polymorphisms (SNPs), located within ITGAM, were associated with SLE and RA susceptibility in patients from Mexico. Methods Our study consisted of 1,462 individuals, which included 363 patients with SLE (292 from Central Mexico and 71 from Yucatan), and 621 healthy controls (504 from Central Mexico and 117 from Yucatan). Our study also included 478 patients with RA from Central Mexico. TaqMan assays were used to obtain the genotypes of the four SNPs: rs34572943 (G/A), rs1143679 (G/A), rs9888739 (C/T), and rs1143683 (C/T). We also verified the genotypes by Sanger sequencing. Fisher's exact test and permutation test were employed to evaluate the distribution of genotype, allele, and haplotype between patients and controls. Results Our data show that all four ITGAM SNPs are significantly associated with susceptibility to SLE using both genotypic and allelic association tests (corrected for multiple testing, but not for population stratification). A second study carried out in patients from Yucatan, a southeastern part of Mexico (with a high Amerindian ancestry), also replicated SLE association with all four SNPs, including the functional SNP, rs1143679 (OR = 24.6 and p = 9.3X10-6). On the other hand, none of the four SNPs are significant in RA after multiple testing. Interestingly, the GACC haplotype, which carries the ITGAM rs1143679 (A) minor allele, showed an association with protection against RA (OR = 0.14 and p = 3.0x10-4). Conclusion Our data displayed that ITGAM is a risk factor to SLE in individuals of Mexican population. Concurrently, a risk haplotype in ITGAM confers protection against RA.
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Affiliation(s)
| | - Celi Sun
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America
| | | | - Bhupinder Singh
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America
| | | | - Miguel A. Saavedra
- Rheumatology Department, Centro Médico Nacional “La Raza”, Mexico City, Mexico
| | | | - Swapan K. Nath
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America
- * E-mail:
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Association of ITGAX and ITGAM gene polymorphisms with susceptibility to IgA nephropathy. J Hum Genet 2019; 64:927-935. [PMID: 31227791 DOI: 10.1038/s10038-019-0632-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 04/25/2019] [Accepted: 06/06/2019] [Indexed: 02/02/2023]
Abstract
Previous genome-wide association studies have discovered significant association at ITGAX-ITGAM on 16p11.2 for IgA nephropathy (IgAN). In this study, we performed a two-stage association study that enrolled 1700 IgAN cases and 2400 controls to further investigate the relationship of ITGAX and ITGAM gene polymorphisms with IgAN. Seven single-nucleotide polymorphisms (SNPs) were selected for genotyping in 1000 IgAN cases and 1000 healthy controls in the discovery stage, and the significant SNP was further validated in additional 700 IgAN cases and 1400 healthy controls. We found that four SNPs (rs11150619, rs11150614, rs7190997, and rs4597342) showed potential associations with IgAN susceptibility in the discovery stage, but only SNP rs11150619 was further genotyped in the validation stage after multiple testing. The results indicated that rs11150619 was significantly associated with IgAN in the combined samples (OR = 0.81, 95%CI = 0.71-0.91, and dominant P = 6.68 × 10-4). Moreover, patients with TT genotype of rs11150619 exhibited increased estimated glomerular filtration rate levels and a reduced proportion of global sclerosis compared with those with TC and CC genotypes. Our results suggested that ITGAX and ITGAM gene polymorphisms were associated with IgAN in a Chinese Han population, and the rs11150619-T allele showed a potential protective role for IgAN.
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Exploring the etiopathogenesis of systemic lupus erythematosus: a genetic perspective. Immunogenetics 2019; 71:283-297. [DOI: 10.1007/s00251-019-01103-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 01/07/2019] [Indexed: 12/27/2022]
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Pullabhatla V, Roberts AL, Lewis MJ, Mauro D, Morris DL, Odhams CA, Tombleson P, Liljedahl U, Vyse S, Simpson MA, Sauer S, de Rinaldis E, Syvänen AC, Vyse TJ. De novo mutations implicate novel genes in systemic lupus erythematosus. Hum Mol Genet 2018; 27:421-429. [PMID: 29177435 PMCID: PMC5886157 DOI: 10.1093/hmg/ddx407] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 11/10/2017] [Accepted: 11/14/2017] [Indexed: 12/14/2022] Open
Abstract
The omnigenic model of complex disease stipulates that the majority of the heritability will be explained by the effects of common variation on genes in the periphery of core disease pathways. Rare variant associations, expected to explain far less of the heritability, may be enriched in core disease genes and thus will be instrumental in the understanding of complex disease pathogenesis and their potential therapeutic targets. Here, using complementary whole-exome sequencing, high-density imputation, and in vitro cellular assays, we identify candidate core genes in the pathogenesis of systemic lupus erythematosus (SLE). Using extreme-phenotype sampling, we sequenced the exomes of 30 SLE parent-affected-offspring trios and identified 14 genes with missense de novo mutations (DNM), none of which are within the >80 SLE susceptibility loci implicated through genome-wide association studies. In a follow-up cohort of 10, 995 individuals of matched European ancestry, we imputed genotype data to the density of the combined UK10K-1000 genomes Phase III reference panel across the 14 candidate genes. Gene-level analyses indicate three functional candidates: DNMT3A, PRKCD, and C1QTNF4. We identify a burden of rare variants across PRKCD associated with SLE risk (P = 0.0028), and across DNMT3A associated with two severe disease prognosis sub-phenotypes (P = 0.0005 and P = 0.0033). We further characterise the TNF-dependent functions of the third candidate gene C1QTNF4 on NF-κB activation and apoptosis, which are inhibited by the p.His198Gln DNM. Our results identify three novel genes in SLE susceptibility and support extreme-phenotype sampling and DNM gene discovery to aid the search for core disease genes implicated through rare variation.
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Affiliation(s)
- Venu Pullabhatla
- NIHR GSTFT/KCL Comprehensive Biomedical Research Centre, Guy's & St. Thomas' NHS Foundation Trust, London SE1 9RT, UK
| | - Amy L Roberts
- Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
| | - Myles J Lewis
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Daniele Mauro
- Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - David L Morris
- Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
| | - Christopher A Odhams
- Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
| | - Philip Tombleson
- Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
| | - Ulrika Liljedahl
- Department of Medical Sciences, Uppsala University, Uppsala 75144, Sweden
| | - Simon Vyse
- Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
| | - Michael A Simpson
- Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
| | - Sascha Sauer
- Otto-Warburg Laboratories, Nutrigenomics and Gene Regulation Research Group, Max Planck Institute for Molecular Genetics, Berlin 14195, Germany
| | - Emanuele de Rinaldis
- NIHR GSTFT/KCL Comprehensive Biomedical Research Centre, Guy's & St. Thomas' NHS Foundation Trust, London SE1 9RT, UK
| | | | - Timothy J Vyse
- Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
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The innate immune system in human systemic lupus erythematosus. Clin Sci (Lond) 2017; 131:625-634. [DOI: 10.1042/cs20160415] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 12/24/2016] [Accepted: 01/11/2017] [Indexed: 12/27/2022]
Abstract
Although the role of adaptive immune mechanisms, e.g. autoantibody formation and abnormal T-cell activation, has been long noted in the pathogenesis of human systemic lupus erythematosus (SLE), the role of innate immunity has been less well characterized. An intricate interplay between both innate and adaptive immune elements exists in protective anti-infective immunity as well as in detrimental autoimmunity. More recently, it has become clear that the innate immune system in this regard not only starts inflammation cascades in SLE leading to disease flares, but also continues to fuel adaptive immune responses throughout the course of the disease. This is why targeting the innate immune system offers an additional means of treating SLE. First trials assessing the efficacy of anti-type I interferon (IFN) therapy or modulators of pattern recognition receptor (PRR) signalling have been attempted. In this review, we summarize the available evidence on the role of several distinct innate immune elements, especially neutrophils and dendritic cells as well as the IFN system, as well as specific innate PRRs along with their signalling pathways. Finally, we highlight recent clinical trials in SLE addressing one or more of the aforementioned components of the innate immune system.
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Aslibekyan S, Laufer VA, Arnett DK, Bridges SL. Editorial: A Novel Genetic Association With Systemic Sclerosis: The Utility of Whole-Exome Sequencing in Autoimmune Disease. Arthritis Rheumatol 2016; 68:27-30. [DOI: 10.1002/art.39451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 09/24/2015] [Indexed: 11/05/2022]
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Relle M, Weinmann-Menke J, Scorletti E, Cavagna L, Schwarting A. Genetics and novel aspects of therapies in systemic lupus erythematosus. Autoimmun Rev 2015; 14:1005-18. [PMID: 26164648 DOI: 10.1016/j.autrev.2015.07.003] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Accepted: 07/06/2015] [Indexed: 02/06/2023]
Abstract
Autoimmune diseases, such as rheumatoid arthritis, multiple sclerosis, autoimmune hepatitis and inflammatory bowel disease, have complex pathogeneses and the factors which cause these disorders are not well understood. But all have in common that they arise from a dysfunction of the immune system, interpreting self components as foreign antigens. Systemic lupus erythematosus (SLE) is one of these complex inflammatory disorders that mainly affects women and can lead to inflammation and severe damage of virtually any tissue and organ. Recently, the application of advanced techniques of genome-wide scanning revealed more genetic information about SLE than previously possible. These case-control or family-based studies have provided evidence that SLE susceptibility is based (with a few exceptions) on an individual accumulation of various risk alleles triggered by environmental factors and also help to explain the discrepancies in SLE susceptibility between different populations or ethnicities. Moreover, during the past years new therapies (autologous stem cell transplantation, B cell depletion) and improved conventional treatment options (corticosteroids, traditional and new immune-suppressants like mycophenolate mofetile) changed the perspective in SLE therapeutic approaches. Thus, this article reviews genetic aspects of this autoimmune disease, summarizes clinical aspects of SLE and provides a general overview of conventional and new therapeutic approaches in SLE.
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Affiliation(s)
- Manfred Relle
- First Department of Medicine, University Medical Center of the Johannes-Gutenberg University Mainz, Mainz, Germany
| | - Julia Weinmann-Menke
- First Department of Medicine, University Medical Center of the Johannes-Gutenberg University Mainz, Mainz, Germany
| | - Eva Scorletti
- Division of Rheumatology, IRCCS Fondazione Policlinico San Matteo, Lombardy, Pavia, Italy
| | - Lorenzo Cavagna
- Division of Rheumatology, IRCCS Fondazione Policlinico San Matteo, Lombardy, Pavia, Italy
| | - Andreas Schwarting
- First Department of Medicine, University Medical Center of the Johannes-Gutenberg University Mainz, Mainz, Germany; Acura Centre of Rheumatology Rhineland-Palatinate, Bad Kreuznach, Germany.
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Miossec P. Introduction: ‘Why is there persistent disease despite aggressive therapy of rheumatoid arthritis?’. Arthritis Res Ther 2015; 16:113. [PMID: 25167132 PMCID: PMC4075142 DOI: 10.1186/ar4592] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Abstract
Lupus erythematosus is a prototypic autoimmune disease that can be triggered in genetically predisposed individuals by environmental exposures. The disease is based on an uncontrolled activation of the immune system that recognizes self antigens and induces inflammatory disease flares. The multifactorial pathogenesis is based on a polygenic model of inheritance with multiple various susceptibility genes elevating the disease risk. Many of these polymorphisms have been recently identified by genome-wide association studies. Monogenic forms of lupus erythematosus are rare. The identification of their underlying pathogenesis is important for the recognition of main mechanistic pathways in lupus as demonstrated by the history of defects in the complement system. The monogenic, autosomal dominant inherited familial chilblain lupus is characterized by cold-induced infiltrates on acral locations occurring in early childhood. Molecular exploration of the disease pathogenesis revealed that autoimmunity and especially lupus erythematosus can be induced by defects in intracellular elimination of nucleic acids and the subsequent type I-IFN-dependent activation of the innate immune system. This mechanism extends the concept of lupus pathogenesis: both defects in the extra- and intracellular elimination of autoantigens can lead to activation of the innate and adaptive immune system.
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