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Wu M, Sun C, Shi Q, Luo Y, Wang Z, Wang J, Qin Y, Cui W, Yan C, Dai H, Wang Z, Zeng J, Zhou Y, Zhu M, Liu X. Dry eye disease caused by viral infection: Past, present and future. Virulence 2024; 15:2289779. [PMID: 38047740 PMCID: PMC10761022 DOI: 10.1080/21505594.2023.2289779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 11/27/2023] [Indexed: 12/05/2023] Open
Abstract
Following viral infection, the innate immune system senses viral products, such as viral nucleic acids, to activate innate defence pathways, leading to inflammation and apoptosis, control of cell proliferation, and consequently, threat to the whole body. The ocular surface is exposed to the external environment and extremely vulnerable to viral infection. Several studies have revealed that viral infection can induce inflammation of the ocular surface and reduce tear secretion of the lacrimal gland (LG), consequently triggering ocular morphological and functional changes and resulting in dry eye disease (DED). Understanding the mechanisms of DED caused by viral infection and its potential therapeutic strategies are crucial for clinical interventional advances in DED. This review summarizes the roles of viral infection in the pathogenesis of DED, applicable diagnostic and therapeutic strategies, and potential regions of future studies.
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Affiliation(s)
- Min Wu
- Department of Pathogen Biology, Medical College, Nantong University, Nantong, Jiangsu, China
| | - Cuilian Sun
- Department of Pathogen Biology, Medical College, Nantong University, Nantong, Jiangsu, China
| | - Qin Shi
- Department of General Medicine, Gongli Hospital, Shanghai, China
| | - Yalu Luo
- Suzhou Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Ziyu Wang
- Medical College, Nantong University, Nantong, Jiangsu, China
| | - Jianxiang Wang
- Medical College, Nantong University, Nantong, Jiangsu, China
| | - Yun Qin
- Medical College, Nantong University, Nantong, Jiangsu, China
| | - Weihang Cui
- Medical College, Nantong University, Nantong, Jiangsu, China
| | - Chufeng Yan
- Medical College, Nantong University, Nantong, Jiangsu, China
| | - Huangyi Dai
- Medical College, Nantong University, Nantong, Jiangsu, China
| | - Zhiyang Wang
- Medical College, Nantong University, Nantong, Jiangsu, China
| | - Jia Zeng
- Department of Pathogen Biology, Medical College, Nantong University, Nantong, Jiangsu, China
| | - Yamei Zhou
- Department of Microbiology Laboratory, Jiaxing Center for Disease Control and Prevention, Jiaxing, Zhejiang, China
| | - Manhui Zhu
- Department of Ophthalmology, Lixiang Eye Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Xiaojuan Liu
- Department of Pathogen Biology, Medical College, Nantong University, Nantong, Jiangsu, China
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Hsieh SJ, Tsai TH, Lin JH, Lin TY, Chang FL, Chiang CW, Li PJ, Zheng JH, Tsai KC, Hung CS, Lee YC. Characterization of anti-EBNA-1 antibodies and exploration of their molecular mimicry potential in an EBV-infected Sjögren's syndrome patient. Biochem Biophys Res Commun 2024; 735:150839. [PMID: 39427375 DOI: 10.1016/j.bbrc.2024.150839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 10/12/2024] [Accepted: 10/15/2024] [Indexed: 10/22/2024]
Abstract
There is a potential link between autoimmune diseases and Epstein-Barr virus (EBV) infections, with EBV playing a substantial role in the onset of Sjögren's syndrome (SjS). Some EBV proteins could mimic host self-antigens post-infection, leading to molecular mimicry. This similarity may cause the immune system to attack its tissues mistakenly. Among the various proteins associated with EBV, nuclear antigen 1 (EBNA-1) is essential for the latent replication of infected cells and is prevalent in all EBV-related diseases. In the study, single-chain variable fragment (scFv) antibodies targeting EBNA-1 were isolated using phage display technology from a primary SjS patient who also had a chronic active EBV infection. The specific clones were enriched after panning, and the binding activity of selected scFvs targeting EBNA-1 was confirmed. Sequence analysis indicated that the scFvs exhibiting positive signals could be grouped into five clones, all of which used homologous heavy chain V regions derived from germline Vh4-39, and two types of light chain V regions stemming from germline Vλ1-44 and Vλ3-15. These scFvs were found to exhibit a high degree of somatic mutations, likely indicative of antigen selection. Of the scFvs, P1-3 demonstrated the strongest binding affinity to EBNA-1, exhibiting a determined value of 7.3 x 10-8 M, and showed cross-reactivity to the SjS associated La/SSB self-antigen. The experimental results combined with AlphaFold 3 predictions revealed a potential epitope for scFv P1-3 binding to EBNA-1. Additionally, scFv P1-3 could also cross-bind to the modeled structure of La/SSB. We inferred a possible structural correlation between EBNA-1 and La/SSB involving an X2AX6PG epitope motif. This research contributes to our understanding of the structural basis of the interactions between antibodies and EBNA-1, shedding light on the VH and VL gene usage of anti-EBNA-1 antibodies in EBV-infected SjS patients and the potential origins of autoantibodies.
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Affiliation(s)
- Shang-Ju Hsieh
- Division of Urology, Department of Surgery, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Tsung-Hsun Tsai
- Department of Psychiatry, Kaohsiung Armed Forces General Hospital, Kaohsiung, Taiwan
| | - Jiun-Han Lin
- Department of Industrial Technology, Ministry of Economic Affairs, Taipei, Taiwan; Food Industry Research and Development Institute, Hsinchu City, Taiwan
| | - Tsai-Yu Lin
- Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Fu-Ling Chang
- TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chen-Wei Chiang
- Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Pei Jhen Li
- TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei, Taiwan
| | - Jia Huei Zheng
- Taiwan Autoantibody Biobank Initiative, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
| | - Keng-Chang Tsai
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan; Ph.D. Program in Medical Biotechnology, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Ching-Sheng Hung
- Department of Laboratory Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.
| | - Yu-Ching Lee
- Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei, Taiwan; Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; Ph.D. Program in Medical Biotechnology, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan.
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Li X, Chen S, Wu Y, Qiu G, Cheng S, Lan H, Yan Z, Huang D. Antibody immune responses and causal relationships in four immune skin diseases: Evidence from Mendelian randomization and Bayesian Weighting (Antibody Responses in Skin Diseases: MR & Bayesian). Skin Res Technol 2024; 30:e13875. [PMID: 39120064 PMCID: PMC11311118 DOI: 10.1111/srt.13875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 07/05/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND Recent studies increasingly suggest that microbial infections and the immune responses they elicit play significant roles in the pathogenesis of chronic inflammatory skin diseases. This study uses Mendelian randomization (MR) and Bayesian weighted Mendelian randomization (BWMR) to explore the causal relationships between immune antibody responses and four common skin diseases: psoriasis, atopic dermatitis (AD), rosacea, and vitiligo. METHODS We utilized summary statistics from genome-wide association studies (GWAS) for antibody responses to 13 infectious pathogens and four skin diseases. Single nucleotide polymorphisms (SNPs) were selected as instrumental variables (IVs) to assess causal relationships using multiple MR methods, including inverse variance weighted (IVW), MR Egger, and weighted median. BWMR was also employed to confirm findings and address potential pleiotropy. RESULTS The IVW analysis identified significant associations between specific antibody responses and the skin diseases studied. Key findings include protective associations of anti-Epstein-Barr virus (EBV) IgG seropositivity and Helicobacter pylori UREA antibody levels with psoriasis and AD. anti-chlamydia trachomatis IgG seropositivity, anti-polyomavirus 2 IgG seropositivity, and varicella zoster virus glycoprotein E and I antibody levels were negatively associated with rosacea, while EBV Elevated levels of the early antigen (EA-D) antibody levels and HHV-6 IE1B antibody levels were positively associated with rosacea. H. pylori Catalase antibody levels were protectively associated with vitiligo, whereas anti-herpes simplex virus 2 (HSV-2) IgG seropositivity was positively associated with vitiligo. The BWMR analysis confirmed these associations. CONCLUSION This study underscores the significant role of H. pylori and other pathogens in these skin diseases, suggesting both protective and exacerbating effects depending on the specific condition. Understanding these pathogen-immune interactions can lead to the development of more effective, personalized treatments and preventative strategies, ultimately improving patient outcomes and quality of life.
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Affiliation(s)
- Xiaojian Li
- Clinical Medical CollegeJiangxi University of Chinese MedicineNanchangChina
| | - Shiyu Chen
- Clinical Medical CollegeJiangxi University of Chinese MedicineNanchangChina
| | - Yunbo Wu
- Clinical Medical CollegeJiangxi University of Chinese MedicineNanchangChina
- Dermatology DepartmentAffiliated Hospital of Jiangxi University of Chinese MedicineNanchangChina
| | - Guirong Qiu
- Clinical Medical CollegeJiangxi University of Chinese MedicineNanchangChina
- Dermatology DepartmentAffiliated Hospital of Jiangxi University of Chinese MedicineNanchangChina
| | - Shiping Cheng
- Clinical Medical CollegeJiangxi University of Chinese MedicineNanchangChina
- Dermatology DepartmentAffiliated Hospital of Jiangxi University of Chinese MedicineNanchangChina
| | - Hongrong Lan
- Clinical Medical CollegeJiangxi University of Chinese MedicineNanchangChina
| | - Zhangren Yan
- Clinical Medical CollegeJiangxi University of Chinese MedicineNanchangChina
- Dermatology DepartmentAffiliated Hospital of Jiangxi University of Chinese MedicineNanchangChina
| | - Dongbei Huang
- Clinical Medical CollegeJiangxi University of Chinese MedicineNanchangChina
- Dermatology DepartmentAffiliated Hospital of Jiangxi University of Chinese MedicineNanchangChina
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Borghol AH, Bitar ER, Hanna A, Naim G, Rahal EA. The role of Epstein-Barr virus in autoimmune and autoinflammatory diseases. Crit Rev Microbiol 2024:1-21. [PMID: 38634723 DOI: 10.1080/1040841x.2024.2344114] [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: 01/16/2024] [Accepted: 04/11/2024] [Indexed: 04/19/2024]
Abstract
Epstein-Barr Virus (EBV), a dsDNA herpesvirus, is believed to play a significant role in exacerbating and potentially triggering autoimmune and autoinflammatory maladies. Around 90% of the world is infected with the virus, which establishes latency within lymphocytes. EBV is also known to cause infectious mononucleosis, a self-limited flu-like illness, in adolescents. EBV is often reactivated and it employs several mechanisms of evading the host immune system. It has also been implicated in inducing host immune dysfunction potentially resulting in exacerbation or triggering of inflammatory processes. EBV has therefore been linked to a number of autoimmune diseases, including systemic lupus erythematosus, multiple sclerosis, rheumatoid arthritis, and Sjögren's syndrome. The review examines the molecular mechanisms through which the virus alters host immune system components thus possibly resulting in autoimmune processes. Understanding the mechanisms underpinning EBV-associated autoimmunity is pivotal; however, the precise causal pathways remain elusive. Research on therapeutic agents and vaccines for EBV has been stagnant for a long number of years until recent advances shed light on potential therapeutic targets. The implications of EBV in autoimmunity underscore the importance of developing targeted therapeutic strategies and, potentially, vaccines to mitigate the autoimmune burden associated with this ubiquitous virus.
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Affiliation(s)
- Abdul Hamid Borghol
- Department of Experimental Pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Center for Infectious Diseases Research (CIDR), American University of Beirut, Beirut, Lebanon
| | - Elio R Bitar
- Department of Experimental Pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Center for Infectious Diseases Research (CIDR), American University of Beirut, Beirut, Lebanon
| | - Aya Hanna
- Department of Experimental Pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Center for Infectious Diseases Research (CIDR), American University of Beirut, Beirut, Lebanon
| | - Georges Naim
- Department of Experimental Pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Center for Infectious Diseases Research (CIDR), American University of Beirut, Beirut, Lebanon
| | - Elias A Rahal
- Department of Experimental Pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Center for Infectious Diseases Research (CIDR), American University of Beirut, Beirut, Lebanon
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Yang TH, Cheng YF, Chen CS, Lin HC. Increased prevalences of head and neck cancers in patients with Sjögren's syndrome. Head Neck 2023; 45:2874-2881. [PMID: 37737573 DOI: 10.1002/hed.27518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Accepted: 09/10/2023] [Indexed: 09/23/2023] Open
Abstract
OBJECTIVE This study aimed to investigate prevalences of head and neck cancers in patients with and those without Sjögren's syndrome using a population-based dataset. METHODS We retrieved sampled patients from Taiwan's Longitudinal Health Insurance Database. This study included 38 930 patients with Sjögren's syndrome and 155 720 propensity-score matched comparison patients without Sjögren's syndrome. RESULTS Chi-squared tests revealed that there was a statistically significant difference in the prevalences of head and neck cancers between patients with Sjögren's syndrome and comparison patients (1.77% vs. 1.22%, p < 0.001). The odds ratio for head and neck cancers for patients with Sjögren's syndrome relative to the comparison group was 1.452 (95% CI = 1.325-1.592). CONCLUSIONS Our study demonstrated that patients with Sjögren's syndrome face increased odds of head and neck cancers, encompassing several sites including the oral cavity, oropharynx, nasopharynx, and thyroid.
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Affiliation(s)
- Tzong-Hann Yang
- Department of Otorhinolaryngology, Taipei City Hospital, Taipei, Taiwan
- Department of Speech, Language and Audiology, National Taipei University of Nursing and Health, Taipei, Taiwan
- Department of Otorhinolaryngology, National Yang Ming Chiao Tung University, School of Medicine, Taipei, Taiwan
- Center of General Education, University of Taipei, Taipei, Taiwan
- Research Center of Sleep Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Yen-Fu Cheng
- Research Center of Sleep Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
- Department of Otolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chin-Shyan Chen
- Research Center of Sleep Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Economics, National Taipei University, New Taipei City, Taiwan
| | - Herng-Ching Lin
- School of Health Care Administration, College of Management, Taipei Medical University, Taipei, Taiwan
- Research Center of Sleep Medicine, Taipei Medical University Hospital, Taipei, Taiwan
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6
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Wang R, Yang Y, Liu X, Lei L, Qi X. Abnormal expression of CXCL13, MIF and IL-35 in patients with primary Sjögren's syndrome and its relationship with disease severity. Cent Eur J Immunol 2023; 48:144-149. [PMID: 37692029 PMCID: PMC10485687 DOI: 10.5114/ceji.2023.127536] [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: 09/21/2022] [Accepted: 02/24/2023] [Indexed: 09/12/2023] Open
Abstract
Introduction The aim of the study was to detect the saliva chemokine (C-X-C motif) ligand 13 (CXCL13), macrophage migration inhibitory factor (MIF), and interleukin 35 (IL-35) levels in patients with primary Sjögren's syndrome (pSS) and pSS-associated interstitial lung disease (pSS-ILD), and to explore the relationship between CXCL13, MIF, IL-35 levels, and disease severity. Material and methods ESSDAI score was used to evaluate the disease activity of pSS patients, and the levels of CXCL13, MIF and IL-35 in saliva of subjects were detected and analyzed, and the relationship between CXCL13, MIF, IL-35 and the occurrence of pSS was evaluated. Pearson's correlation coefficient was used to analyze the correlation between CXCL13, MIF, IL-35 and ESSDAI score. ROC curve analysis was conducted to assess the diagnostic value of CXCL13, MIF, IL-35 and their combined application in pSS. Results The levels of CXCL13, MIF, and IL-35 in saliva were positively correlated with ESSDAI score. Saliva CXCL13 and IL-35 are risk factors for the development of pSS into pSS-ILD. The ROC curve shows that the combination of saliva CXCL13, MIF and IL-35 has the highest diagnostic efficiency for pSS-ILD. Conclusions CXCL13, MIF and IL-35 are related to the activity of pSS, and the combined diagnosis of these three indexes is expected to be an important method to predict the occurrence and development of pSS.
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Affiliation(s)
- Ronghua Wang
- Department of Rheumatology and Immunology, Xingtai People’s Hospital, Xingtai, China
| | - Yushu Yang
- Department of Rheumatology and Immunology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xuying Liu
- Department of Rheumatology and Immunology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Lingyan Lei
- Department of Rheumatology and Immunology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xuan Qi
- Department of Rheumatology and Immunology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
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Yang L, Pu J, Cai F, Zhang Y, Gao R, Zhuang S, Liang Y, Wu Z, Pan S, Song J, Han F, Tang J, Wang X. Chronic Epstein-Barr virus infection: A potential junction between primary Sjögren's syndrome and lymphoma. Cytokine 2023; 168:156227. [PMID: 37244248 DOI: 10.1016/j.cyto.2023.156227] [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: 11/30/2022] [Revised: 04/24/2023] [Accepted: 05/04/2023] [Indexed: 05/29/2023]
Abstract
Primary Sjögren's syndrome (pSS) is an autoimmune disease that targets exocrine glands, leading to exocrine dysfunction. Due to its propensity to infect epithelial and B cells, Epstein-Barr virus (EBV) is hypothesized to be related with pSS. Through molecular mimicry, the synthesis of specific antigens, and the release of inflammatory cytokines, EBV contributes to the development of pSS. Lymphoma is the most lethal outcome of EBV infection and the development of pSS. As a population-wide virus, EBV has had a significant role in the development of lymphoma in people with pSS. In the review, we will discuss the possible causes of the disease.
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Affiliation(s)
- Lufei Yang
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Jincheng Pu
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Feiyang Cai
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada; Gerald Bronfman Department of Oncology, Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Youwei Zhang
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Ronglin Gao
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Shuqi Zhuang
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Yuanyuan Liang
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Zhenzhen Wu
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Shengnan Pan
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Jiamin Song
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Fang Han
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China
| | - Jianping Tang
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China.
| | - Xuan Wang
- Department of Rheumatology and Immunology, Tongji Hospital, School of Medicine, Tongji University, Shanghai 200065, China.
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Miskovic R, Cirkovic A, Miljanovic D, Jeremic I, Grk M, Basaric M, Lazarevic I, Stojanovic M, Plavsic A, Raskovic S, Banko A. Epstein-Barr Virus Reactivation as a New Predictor of Achieving Remission or Lupus Low Disease Activity State in Patients with Systemic Lupus Erythematosus with Cutaneous Involvement. Int J Mol Sci 2023; 24:6156. [PMID: 37047126 PMCID: PMC10093904 DOI: 10.3390/ijms24076156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 03/11/2023] [Accepted: 03/14/2023] [Indexed: 04/14/2023] Open
Abstract
Although Epstein-Barr virus (EBV) reactivation has long been associated with the pathogenesis of systemic lupus erythematosus (SLE), many aspects of this relationship remain unclear. Our objective was to investigate the association between EBV reactivation and the achievement of SLE remission and lupus low disease activity state (LLDAS) over a six-month period. Clinical, laboratory, and virological tests (anti-EBV antibodies and EBV DNA) were performed among 51 patients with the active form of SLE on two occasions six months apart. SLE remission and LLDAS achievement were assessed at the end of the follow-up period. Active EBV infection was detected in 45% of active SLE patients at baseline, and 77% transitioned to latent EBV infection at six months (p < 0.001). Multivariate regression revealed a higher titer of anti-EA(D) IgM-Abs and the presence of anti-EA(D) IgM-Abs as independent predictors of remission and LLDAS in SLE patients with mucocutaneous manifestations (p = 0.042) and rash only (p = 0.023), respectively. Since a higher C3 level was an independent predictor of transition to latent EBV infection (p = 0.027), the estimated cut-off value that could identify active SLE patients who will transition to latent EBV infection after six months was ≥0.780 g/L with a sensitivity of 70.6% and a specificity of 75.0% (AUC = 0.756, p = 0.003). EBV reactivation is common in patients with active SLE, and most of them transition to latent EBV infection after six months. Achieving remission and LLDAS in SLE patients with mucocutaneous manifestations can be predicted by a higher titer, whereas in SLE patients who have only a rash, the presence of anti-EA (D) IgM-Abs was a predictor of remission and LLDAS.
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Affiliation(s)
- Rada Miskovic
- Clinic of Allergy and Immunology, University Clinical Center of Serbia, 11000 Belgrade, Serbia
- Internal medicine department, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Andja Cirkovic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Danijela Miljanovic
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Ivica Jeremic
- Internal medicine department, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
- Institute of Rheumatology, 11000 Belgrade, Serbia
| | - Milka Grk
- Institute of Human Genetics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | | | - Ivana Lazarevic
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Maja Stojanovic
- Clinic of Allergy and Immunology, University Clinical Center of Serbia, 11000 Belgrade, Serbia
- Internal medicine department, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Aleksandra Plavsic
- Clinic of Allergy and Immunology, University Clinical Center of Serbia, 11000 Belgrade, Serbia
- Internal medicine department, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Sanvila Raskovic
- Clinic of Allergy and Immunology, University Clinical Center of Serbia, 11000 Belgrade, Serbia
- Internal medicine department, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Ana Banko
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
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9
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Dyer Z, Tscharke D, Sutton I, Massey J. From bedside to bench: how existing therapies inform the relationship between Epstein-Barr virus and multiple sclerosis. Clin Transl Immunology 2023; 12:e1437. [PMID: 36844913 PMCID: PMC9947628 DOI: 10.1002/cti2.1437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/19/2023] [Accepted: 01/20/2023] [Indexed: 02/25/2023] Open
Abstract
Therapy for relapsing-remitting multiple sclerosis (MS) has advanced dramatically despite incomplete understanding of the cause of the condition. Current treatment involves inducing broad effects on immune cell populations with consequent off-target side effects, and no treatment can completely prevent disability progression. Further therapeutic advancement will require a better understanding of the pathobiology of MS. Interest in the role of Epstein-Barr virus (EBV) in multiple sclerosis has intensified based on strong epidemiological evidence of an association between EBV seroprevalence and MS. Hypotheses proposed to explain the biological relationship between EBV and MS include molecular mimicry, EBV immortalised autoreactive B cells and infection of glial cells by EBV. Examining the interaction between EBV and immunotherapies that have demonstrated efficacy in MS offers clues to the validity of these hypotheses. The efficacy of B cell depleting therapies could be consistent with a hypothesis that EBV-infected B cells drive MS; however, loss of T cell control of B cells does not exacerbate MS. A number of MS therapies invoke change in EBV-specific T cell populations, but pathogenic EBV-specific T cells with cross-reactivity to CNS antigen have not been identified. Immune reconstitution therapies induce EBV viraemia and expansion of EBV-specific T cell clones, but this does not correlate with relapse. Much remains unknown regarding the role of EBV in MS pathogenesis. We discuss future translational research that could fill important knowledge gaps.
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Affiliation(s)
- Zoe Dyer
- Blood Stem Cell and Cancer Research Group, St Vincent's Centre for Applied Medical ResearchDarlinghurstNSWAustralia,St. Vincent's Clinical School, Faculty of MedicineUniversity of New South Wales (UNSW)DarlinghurstNSWAustralia
| | - David Tscharke
- John Curtin School of Medical ResearchAustralian National UniversityCanberraACTAustralia
| | - Ian Sutton
- St. Vincent's Clinical School, Faculty of MedicineUniversity of New South Wales (UNSW)DarlinghurstNSWAustralia,Department of NeurologySt Vincent's ClinicDarlinghurstNSWAustralia
| | - Jennifer Massey
- Blood Stem Cell and Cancer Research Group, St Vincent's Centre for Applied Medical ResearchDarlinghurstNSWAustralia,St. Vincent's Clinical School, Faculty of MedicineUniversity of New South Wales (UNSW)DarlinghurstNSWAustralia,Department of NeurologySt Vincent's ClinicDarlinghurstNSWAustralia,Department of NeurologySt Vincent's HospitalDarlinghurstNSWAustralia
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10
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Key Genes of Immunity Associated with Pterygium and Primary Sjögren's Syndrome. Int J Mol Sci 2023; 24:ijms24032047. [PMID: 36768371 PMCID: PMC9916617 DOI: 10.3390/ijms24032047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/05/2023] [Accepted: 01/19/2023] [Indexed: 01/22/2023] Open
Abstract
Pterygium and primary Sjögren's Syndrome (pSS) share many similarities in clinical symptoms and ocular pathophysiological changes, but their etiology is unclear. To identify the potential genes and pathways related to immunity, two published datasets, GSE2513 containing pterygium information and GSE176510 containing pSS information, were selected from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) of pterygium or pSS patients compared with healthy control conjunctiva, and the common DEGs between them were analyzed. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were conducted for common DEGs. The protein-protein interaction (PPI) network was constructed using the STRING database to find the hub genes, which were verified in clinical samples. There were 14 co-upregulated DEGs. The GO and KEGG analyses showed that these common DEGs were enriched in pathways correlated with virus infection, antigen processing and presentation, nuclear factor-kappa B (NF-κB) and Th17 cell differentiation. The hub genes (IL1R1, ICAM1, IRAK1, S100A9, and S100A8) were selected by PPI construction. In the era of the COVID-19 epidemic, the relationship between virus infection, vaccination, and the incidence of pSS and pterygium growth deserves more attention.
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Ji J, Zhang X, Ling Y, Tian J, Wang Y, Luo Y, Zhu R, Zhou Y, Zhu T, Wang L, Zhu H. Hsa_circ_0008301 as a potential biomarker of disease activity for primary Sjogren's syndrome: Increased expression in peripheral blood of patients with primary Sjogren's syndrome. Int Immunopharmacol 2022; 112:109231. [PMID: 36113315 DOI: 10.1016/j.intimp.2022.109231] [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: 05/24/2022] [Revised: 09/01/2022] [Accepted: 09/02/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES To explore the expression level, association with disease activity and clinical significance of hsa_circ_0008301 in the peripheral blood of patients with primary Sjögren's syndrome (pSS). METHODS We selected 70 pSS patients hospitalized under the Rheumatology service line at the General Hospital of Ningxia Medical University from September 2018 to June 2021 as the disease group, in which general data and clinical indicators were collected. Fifty-three patients with healthy physical examinations for the same period were selected as the healthy control group, and 32 patients with non-pSS rheumatic diseases were selected as the disease control group. We collected peripheral blood samples and used fluorescence quantitative PCR to detect the expression level of hsa_circ_0008301. In addition, we analyzed the association of the expression level of hsa_circ_0008301 with the clinical characteristics and disease activity of pSS patients. A receiver operating characteristic curve was used to evaluate the diagnosis and the disease activity value of hsa_circ_0008301 in patients with pSS. Meanwhile, we analyzed the differential expression of hsa_circ_0008301 in 24 pSS patients selected from the disease group before and after treatment. RESULTS The relative expression of hsa_circ_0008301 in the peripheral blood of pSS patients was significantly higher than that in the control groups including healthy control group and disease control group. The expression level of hsa_circ_0008301 was high in pSS patients with a course of disease ≥ 10 years, fatigue symptoms, platelets < 100*10^9/L, erythrocyte sedimentation rate ≥ 50 mm/h, immunoglobulin IgG > 16 g/L, complement C3 < 0.9 g/L, ESSDAI score ≥ 5 and positively correlated with the above groups. Furthermore, ROC analysis showed that hsa_circ_0008301 was statistically significant between pSS patients and healthy controls. We selected patients from the disease group before and after treatment and showed that the expression level of hsa_circ_0008301 decreased significantly after treatment, compared with before. The area under the curve (AUC) was 0.825 (95% CI: 0.754 ∼ 0.897; P < 0.0001). The AUC of hsa_circ_0008301 in pSS patients and the disease control group was 0.673 (95% CI: 0.563 ∼ 0.782; P = 0.005), the sensitivity was 40.00%, the specificity was 93.70%, the optimal truncation value was > 0.0420, and the maximum Youden index was 0.337. In addition, ROC analysis revealed that hsa_circ_0008301 was statistically significant between disease-active patients and stable patients. The AUC value was 0.681 (95% CI: 0.553 ∼ 0.809; P = 0.010), the sensitivity was 65.90%, the specificity was 72.40%, the optimal truncation value was > 0.0285, and the maximum Youden index was 0.383. ROC analysis indicated that hsa_circ_0008301 has some value in the diagnosis and disease activity of patients with pSS. Comparison of 24 pSS patients selected from the disease group before and after treatment showed that the expression level of hsa_circ_0008301 decreased significantly after treatment compared with before treatment (Z = - 4.257, P < 0.0001). ROC analysis indicated that hsa_circ_0008301 has some value in the diagnosis and disease activity of patients with pSS. CONCLUSIONS Hsa_circ_0008301 is expressed in higher levels in the peripheral blood of patients with pSS, which is related to the disease activity. It may be involved in the occurrence and development of pSS and may have a potential biomarker for the disease.
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Affiliation(s)
- Jinghui Ji
- Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Xiaoyu Zhang
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510000, Guangdong, China; Guangdong Provincial Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510000, Guangdong, China
| | - Yitong Ling
- Department of Neurology, Rizhao People's Hospital, Rizhao 276826, Shandong, China
| | - Jinhai Tian
- Biochip Center, General Hospital of Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Yi Wang
- Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Yunxia Luo
- Department of Internal medicine 2, Changdu People's Hospital, Changdu 854000, Xizang, China
| | - Rong Zhu
- Department of Rheumatology, General Hospital of Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Yan Zhou
- Department of Rheumatology, General Hospital of Ningxia Medical University, Yinchuan 750004, Ningxia, China
| | - Tiantian Zhu
- Yinchuan Yiyang Geriatric Hospital, Yinchuan 750004, Ningxia, China
| | - Libin Wang
- Biochip Center, General Hospital of Ningxia Medical University, Yinchuan 750004, Ningxia, China.
| | - Hong Zhu
- Department of Rheumatology, General Hospital of Ningxia Medical University, Yinchuan 750004, Ningxia, China.
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Li P, Han M, Zhao X, Ren G, Mei S, Zhong C. Abnormal Epigenetic Regulations in the Immunocytes of Sjögren's Syndrome Patients and Therapeutic Potentials. Cells 2022; 11:1767. [PMID: 35681462 PMCID: PMC9179300 DOI: 10.3390/cells11111767] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Revised: 05/22/2022] [Accepted: 05/26/2022] [Indexed: 02/01/2023] Open
Abstract
Sjögren's syndrome (SjS), characterized by keratoconjunctivitis sicca and dry mouth, is a common autoimmune disease, especially in middle-aged women. The immunopathogenesis of SjS is caused by the sequential infiltration of T and B cells into exocrine glands, including salivary and lacrimal glands. Effector cytokines produced by these immunocytes, such as interferons (IFNs), IL-17, IL-22, IL-21, IL-4, TNF-α, BAFF and APRIL, play critical roles in promoting autoimmune responses and inducing tissue damages. Epigenetic regulations, including DNA methylation, histone modification and non-coding RNAs, have recently been comprehensively studied during the activation of various immunocytes. The deficiency of key epigenetic enzymes usually leads to aberrant immune activation. Epigenetic modifications in T and B cells are usually found to be altered during the immunopathogenesis of SjS, and they are closely correlated with autoimmune responses. In particular, the important role of methylation in activating IFN pathways during SjS progression has been revealed. Thus, according to the involvement of epigenetic regulations in SjS, target therapies to reverse the altered epigenetic modifications in auto-responsive T and B cells are worthy of being considered as a potential therapeutic strategy for SjS.
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Affiliation(s)
- Peng Li
- Beijing Key Laboratory of Tumor Systems Biology, School of Basic Medical Sciences, Institute of Systems Biomedicine, Peking University Health Science Center, 38 Xueyuan Road, Beijing 100191, China; (P.L.); (M.H.); (X.Z.); (G.R.); (S.M.)
| | - Mengwei Han
- Beijing Key Laboratory of Tumor Systems Biology, School of Basic Medical Sciences, Institute of Systems Biomedicine, Peking University Health Science Center, 38 Xueyuan Road, Beijing 100191, China; (P.L.); (M.H.); (X.Z.); (G.R.); (S.M.)
| | - Xingyu Zhao
- Beijing Key Laboratory of Tumor Systems Biology, School of Basic Medical Sciences, Institute of Systems Biomedicine, Peking University Health Science Center, 38 Xueyuan Road, Beijing 100191, China; (P.L.); (M.H.); (X.Z.); (G.R.); (S.M.)
| | - Guanqun Ren
- Beijing Key Laboratory of Tumor Systems Biology, School of Basic Medical Sciences, Institute of Systems Biomedicine, Peking University Health Science Center, 38 Xueyuan Road, Beijing 100191, China; (P.L.); (M.H.); (X.Z.); (G.R.); (S.M.)
| | - Si Mei
- Beijing Key Laboratory of Tumor Systems Biology, School of Basic Medical Sciences, Institute of Systems Biomedicine, Peking University Health Science Center, 38 Xueyuan Road, Beijing 100191, China; (P.L.); (M.H.); (X.Z.); (G.R.); (S.M.)
| | - Chao Zhong
- Beijing Key Laboratory of Tumor Systems Biology, School of Basic Medical Sciences, Institute of Systems Biomedicine, Peking University Health Science Center, 38 Xueyuan Road, Beijing 100191, China; (P.L.); (M.H.); (X.Z.); (G.R.); (S.M.)
- NHC Key Laboratory of Medical Immunology, Peking University, Beijing 100191, China
- Key Laboratory of Molecular Immunology, Chinese Academy of Medical Sciences, Beijing 100191, China
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He Y, Chen R, Zhang M, Wang B, Liao Z, Shi G, Li Y. Abnormal Changes of Monocyte Subsets in Patients With Sjögren’s Syndrome. Front Immunol 2022; 13:864920. [PMID: 35309355 PMCID: PMC8931697 DOI: 10.3389/fimmu.2022.864920] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 02/16/2022] [Indexed: 12/12/2022] Open
Abstract
Background Recent studies have proven the existence of distinct monocyte subsets, which play a significant role in the development of some rheumatic diseases such as systemic lupus erythematosus (SLE). This study was performed to define the changes of monocyte subsets in patients with Sjögren’s Syndrome (SjS). Methods Single cell RNA-sequencing (scRNA-seq) data of monocytes from SjS patients and controls were analyzed. The transcriptomic changes in monocyte subsets between SjS and controls were identified and potential key functional pathways involved in SjS development were also explored. Results A total of 11 monocyte subsets were identified in the scRNA-seq analyses of monocytes. A new monocyte subset characterized by higher expression of VNN2 (GPI-80) and S100A12 (Monocyte cluster 3) was identified, and it was increased in SjS patients. Compared with controls, almost all monocyte subsets from SjS patients had increased expression of TNFSF10 (TRAIL). Moreover, interferon (IFN)-related and neutrophil activation-associated pathways were main up-regulated pathways in the monocytes of SjS patients. Conclusion This study uncovered the abnormal changes in monocyte subsets and their transcriptomic changes in SjS patients, and identified TNFSF10 high/+ monocytes as a potential key player in SjS pathogenesis and a promising target for SjS treatment.
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Affiliation(s)
- Yan He
- Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Xiamen Key Laboratory of Rheumatology and Clinical Immunology, Xiamen Science and Technology Bureau, Xiamen, China
| | - Rongjuan Chen
- Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Xiamen Key Laboratory of Rheumatology and Clinical Immunology, Xiamen Science and Technology Bureau, Xiamen, China
| | - Mengqin Zhang
- Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Xiamen Key Laboratory of Rheumatology and Clinical Immunology, Xiamen Science and Technology Bureau, Xiamen, China
| | - Bin Wang
- Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Xiamen Key Laboratory of Rheumatology and Clinical Immunology, Xiamen Science and Technology Bureau, Xiamen, China
| | - Zhangdi Liao
- Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Xiamen Key Laboratory of Rheumatology and Clinical Immunology, Xiamen Science and Technology Bureau, Xiamen, China
| | - Guixiu Shi
- Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Xiamen Key Laboratory of Rheumatology and Clinical Immunology, Xiamen Science and Technology Bureau, Xiamen, China
- *Correspondence: Guixiu Shi, ; Yan Li,
| | - Yan Li
- Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Xiamen Key Laboratory of Rheumatology and Clinical Immunology, Xiamen Science and Technology Bureau, Xiamen, China
- *Correspondence: Guixiu Shi, ; Yan Li,
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Targeted Therapy for Primary Sjögren's Syndrome: Where are We Now? BioDrugs 2021; 35:593-610. [PMID: 34731460 DOI: 10.1007/s40259-021-00505-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2021] [Indexed: 10/19/2022]
Abstract
Primary Sjögren's syndrome (pSS) is an autoimmune exocrinopathy characterized by dryness symptoms. This review briefly describes recent advances in the targeted therapies for pSS. Biologics evaluated for pSS treatment mainly include B cell-depleting agents, inhibitors of B cell activation, and agents that target co-signaling molecules or proinflammatory cytokines. Small molecule inhibitors that target signaling pathways have also been evaluated. However, current evidence for the efficacy of targeted therapies in pSS is still sparse. Although ianalumab (an anti-B cell-activating factor [BAFF]-receptor antibody) and iscalimab (an anti-CD40 antibody) are promising biologics for pSS, their efficacy still needs to be evaluated in larger clinical trials. For other biologics, clinical trials have found no differences versus placebo in the change from baseline in European League Against Rheumatism Sjögren's Syndrome Disease Activity Index (ESSDAI) score and fatigue score. Possible causes of the disappointing outcomes mainly include the inefficacy of those evaluated biologics in treating pSS, the high heterogeneous nature of pSS, irreversible exocrine glandular failure at advanced disease stages, inappropriate recruitment strategy in clinical trials, and outcome measures. Early diagnosis and glandular function-centered outcome measures may help to improve the current situation in the systemic therapy of pSS.
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Chen L, Lu D, Yu K, He S, Liu L, Zhang X, Feng B, Wang X. Bioinformatics Analysis for Identification of Key Genes in Salivary Gland and the Potential of a Combination of Biomarkers for the Diagnosis of SS. J Inflamm Res 2021; 14:4143-4153. [PMID: 34475773 PMCID: PMC8405838 DOI: 10.2147/jir.s322318] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 08/09/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose Sjögren's syndrome (SS) is a systemic autoimmune disease mainly characterized by dysfunction of exocrine glands. Studies on diagnosis models specific for SS patients are very limited. We aimed to use gene expression datasets from salivary glands to identify aberrant differentially expressed genes (DEGs) and pathways by bioinformatics and validate candidate genes by clinical minor labial gland biopsy (MSGB) samples, and finally build a combined gene quantitative diagnosis model of SS. Patients and Methods Original datasets GSE23117, GSE7451, and GSE127952 were obtained from the Gene Expression Omnibus database (GEO) and integrated and analyzed for differentially expressed genes in SS salivary glands. ClueGO and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses of upregulated and downregulated DEGs were performed, and protein-protein interaction (PPI) networks were constructed using the STRING and Cytoscape database. H&E staining and immunohistochemistry were used to validate the expression levels of four hub genes in salivary glands. Finally, a receiver operating characteristic (ROC) curve of the combined diagnosis of four hub genes was analyzed in SS patients and non-SS patients in order to explore the diagnostic efficacy of these genes compared with conventional FS in SS. Results Fifty-three upregulated genes and fifteen downregulated genes were identified. We analyzed the expression and function of four hub genes via H&E, immunohistochemistry, and ROC analysis. We then evaluated and verified the diagnosis value of four hub genes, STAT1, MNDA, IL10RA, and CCR1 in MSGB of SS and non-SS. A combined diagnosis model of four indicators was established to identify patients' discrete data on the foci size (AUC=0.915). Conclusion The expression of STAT1, MNDA, and IL10RA may be potential biological indicators for SS diagnosis. Compared with FS, a combined diagnosis model of quantitative gene expression could potentially contribute to improving the sensitivity and specificity of MSGB of SS.
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Affiliation(s)
- Liying Chen
- Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, People's Republic of China
| | - Dingqi Lu
- First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, People's Republic of China
| | - Kai Yu
- Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, People's Republic of China
| | - Shiya He
- Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, People's Republic of China
| | - Liu Liu
- Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, People's Republic of China
| | - Xvfeng Zhang
- Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310053, People's Republic of China
| | - Bo Feng
- Department of Nephrology, Jiaxing Hospital of Traditional Chinese Medicine, Jiaxing, Zhejiang Province, 314001, People's Republic of China
| | - Xinchang Wang
- Department of Rheumatology, The Second Affiliated Hospital, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, 310005, People's Republic of China
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Vojdani A, Monro J, Lanzisera F, Sadeghi H. Serological cross-reactivity between viruses and their contribution to autoimmunity. Autoimmun Rev 2021; 20:102840. [PMID: 33971342 DOI: 10.1016/j.autrev.2021.102840] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 04/16/2021] [Accepted: 04/22/2021] [Indexed: 12/19/2022]
Affiliation(s)
- Aristo Vojdani
- Immunosciences Lab, Inc., 822 S. Robertson Blvd, Ste 312, Los Angeles, CA 90035, USA; Department of Preventive Medicine, Loma Linda University, Loma Linda, CA 92350, USA.
| | - Jean Monro
- Breakspear Hospital, Hertfordshire House, Wood Lane Paradise Estate, Hemel Hempstead HP2 4FD, UK
| | - Frank Lanzisera
- Lanzisera Center, 17 Davis Blvd, Ste 304, Tampa, FL 33606, United States of America
| | - Habib Sadeghi
- Be Hive of Healing, 5017 Lewis Rd, Unit A, Agoura Hills, CA 91301, United States of America
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