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Padhi A, Eklund A, Malmeström C, Erikson E, Hallén G, Smed-Sörensen A, Kullberg S. Associations of peripheral blood lymphopenia to disease course, treatment and TNF-α in sarcoidosis. Respir Res 2025; 26:130. [PMID: 40205574 PMCID: PMC11983878 DOI: 10.1186/s12931-025-03212-x] [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: 11/19/2024] [Accepted: 03/31/2025] [Indexed: 04/11/2025] Open
Abstract
BACKGROUND Severe sarcoidosis has been associated with peripheral blood (PB) total lymphopenia and high tumour necrosis factor α (TNF-α) levels, and the lymphopenia phenotype seems to respond poorly to conventional treatment. However, the mechanisms behind PB lymphopenia and its correlation with TNF-α levels remain unclear. Understanding the connections among PB lymphocyte subsets, TNF-α and clinical phenotype including treatment status could offer insights into how to individualize therapy. METHODS PB samples from 65 consecutive sarcoidosis patients were collected at the Department of Respiratory Medicine, Karolinska University Hospital. Total lymphocyte, T-, B- and natural killer cell and TNF-α serum concentrations were measured and correlated to clinical parameters. Penias were defined as values below the lower limit of normal. The medical charts were retrospectively searched for the first PB total lymphocyte count, mostly recorded at time around diagnosis. RESULTS PB total lymphopenia was observed in 35% of patients, was present since time around diagnosis, and associated with a need for treatment later (p = 0.005). Lymphocyte counts did not change by therapy, except for an increase in patients receiving TNF-α inhibitors (TNFi) (p < 0.05). B-cell penia, observed in 37% of patients, was the most common abnormality, also in patients with normal total lymphocyte counts, while T-cell penia mainly occurred in patients with total lymphopenia (91 vs 5%, p < 0.001). CONCLUSIONS B-cell penia is common in sarcoidosis patients while T-cell penia is mainly a feature of the sarcoidosis PB lymphopenia phenotype. Increased lymphocyte counts during TNFi treatment suggests that TNF-α signaling is of importance for sarcoidosis associated lymphopenia.
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Affiliation(s)
- Avinash Padhi
- Division of Immunology and Respiratory Medicine, Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Anders Eklund
- Department of Respiratory Medicine, Theme Inflammation and Ageing, Karolinska University Hospital, Gävlegatan 55, NB3:03, 17176, Stockholm, Sweden
| | - Clas Malmeström
- Laboratory of Immunology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Elina Erikson
- Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Gustav Hallén
- Department of Clinical Chemistry, Karolinska University Hospital, Stockholm, Sweden
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, Sweden
| | - Anna Smed-Sörensen
- Division of Immunology and Respiratory Medicine, Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Susanna Kullberg
- Division of Immunology and Respiratory Medicine, Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.
- Department of Respiratory Medicine, Theme Inflammation and Ageing, Karolinska University Hospital, Gävlegatan 55, NB3:03, 17176, Stockholm, Sweden.
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Chen S, Fan Y, Wu Q, Zhang G, Wang Y, Li W, Yang S, Matucci-Cerinic M, Furst DE. Integrative Transcriptomic Analysis of Peripheral Blood Monocytes in Systemic Sclerosis and Shared Pathogenic Pathways in Autoimmune Diseases. Arch Med Res 2025; 56:103072. [PMID: 39208548 DOI: 10.1016/j.arcmed.2024.103072] [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: 03/30/2024] [Revised: 07/04/2024] [Accepted: 08/14/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Systemic sclerosis (SSc) is an autoimmune disease (AD), that receives less attention compared to rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), and primary Sjögren's syndrome (pSS). This study aims to analyze transcriptional profiles and immune cell composition in peripheral blood mononuclear cells (PBMC) from SSc patients compared to other ADs. METHODS RNA-seq data from 119 untreated patients (eight with SSc, 42 with RA, 41 with pSS, 28 with SLE) and 20 healthy controls were analyzed. Bioinformatics tools were employed to identify differentially expressed genes (DEGs), biological functions and immune cell profiles unique to SSc and shared with other ADs. RESULTS 1,148 DEGs were found in SSc, with upregulated genes associated with megakaryocyte processes and downregulated genes associated with neutrophil function and immune response. DEGs, including ALDH1A1 and MEGF9, were associated with neutropenia. Upregulated transcription factors (TFs) were linked to embryonic hematopoiesis and downregulated TFs were involved in leukocyte differentiation and immune regulation. Comparative analysis with other ADs revealed common pathogenic pathways, emphasizing megakaryocyte proliferation. Neutrophils count was significantly decreased in ADs (p <0.001) compared to healthy controls. Comparative analysis highlighted common pathways, particularly in megakaryocyte proliferation, and unique genes (MEGF9, MMP8, and KRT family members) in SSc, suggesting roles in neutrophil function, skin integrity, and fibrosis. CONCLUSIONS This study identifies dysregulated gene expression (KRT and MMP8) associated with neutrophil function and increased megakaryocytes in SSc, highlighting common patterns across autoimmune diseases. These findings offer new insights into the potential pathogenesis of SSc, and help to explore new targets for the treatment.
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Affiliation(s)
- Shaoqi Chen
- The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Yu Fan
- Department of Pathology, Shantou University Medical College, Shantou, Guangdong, China
| | - Qiulin Wu
- The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Guohong Zhang
- Department of Pathology, Shantou University Medical College, Shantou, Guangdong, China
| | - Yukai Wang
- Department of Rheumatology and Immunology, Shantou Central Hospital, Shantou, Guangdong, China
| | - Weiping Li
- The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
| | - Shengli Yang
- The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China; Shanghai Academician Consulting and Academic Activities Center of Chinese Academy of Engineering, Shanghai, China.
| | - Marco Matucci-Cerinic
- Unit of Immunology, Rheumatology, Allergy and Rare diseases, San Raffaele Hospital, Milan, Italy
| | - Daniel E Furst
- Division of Rheumatology, School of Medicine, University of California at Los Angeles, California, USA
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Fraser SD, Thackray-Nocera S, Wright C, Flockton R, James SR, Crooks MG, Kaye PM, Hart SP. Effects of Azithromycin on Blood Inflammatory Gene Expression and Cytokine Production in Sarcoidosis. Lung 2024; 202:683-693. [PMID: 39284999 PMCID: PMC11427505 DOI: 10.1007/s00408-024-00743-w] [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: 07/01/2024] [Accepted: 08/26/2024] [Indexed: 09/27/2024]
Abstract
INTRODUCTION In sarcoidosis granulomas, monocyte-derived macrophages are activated by pro-inflammatory cytokines including TNF and IL-6. Current drug treatment for sarcoidosis aims to suppress inflammation but disabling side effects can ensue. The macrolide azithromycin may be anti-inflammatory. We aimed to determine whether treatment with azithromycin affects blood inflammatory gene expression and monocyte functions in sarcoidosis. METHODS Blood samples were collected from patients with chronic pulmonary sarcoidosis enrolled in a single arm, open label clinical trial who received oral azithromycin 250 mg once daily for 3 months. Whole blood inflammatory gene expression with or without LPS stimulation was measured using a 770-mRNA panel. Phenotypic analysis and cytokine production were conducted by flow cytometry and ELISA after 24h stimulation with growth factors and TLR ligands. mTOR activity was assessed by measuring phosphorylated S6RP. RESULTS Differential gene expression analysis indicated a state of heightened myeloid cell activation in sarcoidosis. Compared with controls, sarcoidosis patients showed increased LPS responses for several cytokines and chemokines. Treatment with azithromycin had minimal effect on blood gene expression overall, but supervised clustering analysis identified several chemokine genes that were upregulated. At the protein level, azithromycin treatment increased LPS-stimulated TNF and unstimulated IL-8 production. No other cytokines showed significant changes following azithromycin. Blood neutrophil counts fell during azithromycin treatment whereas mononuclear cells remained stable. Azithromycin had no detectable effects on mTOR activity or activation markers. CONCLUSION Blood myeloid cells are activated in sarcoidosis, but azithromycin therapy did not suppress inflammatory gene expression or cytokine production in blood. TRIAL REGISTRATION EudraCT 2019-000580-24 (17 May 2019).
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Affiliation(s)
- Simon D Fraser
- Respiratory Research Group, Hull York Medical School, Castle Hill Hospital, Cottingham, HU16 5JQ, UK
| | - Susannah Thackray-Nocera
- Respiratory Clinical Trials Unit, Hull University Teaching Hospitals NHS Trust, Castle Hill Hospital, Cottingham, HU16 5JQ, UK
| | - Caroline Wright
- Respiratory Clinical Trials Unit, Hull University Teaching Hospitals NHS Trust, Castle Hill Hospital, Cottingham, HU16 5JQ, UK
| | - Rachel Flockton
- Respiratory Clinical Trials Unit, Hull University Teaching Hospitals NHS Trust, Castle Hill Hospital, Cottingham, HU16 5JQ, UK
| | - Sally R James
- Biosciences Technology Facility, Dept. of Biology, University of York, York, UK
| | - Michael G Crooks
- Respiratory Research Group, Hull York Medical School, Castle Hill Hospital, Cottingham, HU16 5JQ, UK
| | - Paul M Kaye
- York Biomedical Research Institute, University of York, York, YO10 5DD, UK
| | - Simon P Hart
- Respiratory Research Group, Hull York Medical School, Castle Hill Hospital, Cottingham, HU16 5JQ, UK.
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van Wijck RTA, Sharma HS, Swagemakers SMA, Dik WA, IJspeert H, Dalm VASH, van Daele PLA, van Hagen PM, van der Spek PJ. Bioinformatic meta-analysis reveals novel differentially expressed genes and pathways in sarcoidosis. Front Med (Lausanne) 2024; 11:1381031. [PMID: 38938383 PMCID: PMC11208482 DOI: 10.3389/fmed.2024.1381031] [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: 02/02/2024] [Accepted: 05/23/2024] [Indexed: 06/29/2024] Open
Abstract
Introduction Sarcoidosis is a multi-system inflammatory disease of unknown origin with heterogeneous clinical manifestations varying from a single organ non-caseating granuloma site to chronic systemic inflammation and fibrosis. Gene expression studies have suggested several genes and pathways implicated in the pathogenesis of sarcoidosis, however, due to differences in study design and variable statistical approaches, results were frequently not reproducible or concordant. Therefore, meta-analysis of sarcoidosis gene-expression datasets is of great importance to robustly establish differentially expressed genes and signalling pathways. Methods We performed meta-analysis on 22 published gene-expression studies on sarcoidosis. Datasets were analysed systematically using same statistical cut-offs. Differentially expressed genes were identified by pooling of p-values using Edgington's method and analysed for pathways using Ingenuity Pathway Analysis software. Results A consistent and significant signature of novel and well-known genes was identified, those collectively implicated both type I and type II interferon mediated signalling pathways in sarcoidosis. In silico functional analysis showed consistent downregulation of eukaryotic initiation factor 2 signalling, whereas cytokines like interferons and transcription factor STAT1 were upregulated. Furthermore, we analysed affected tissues to detect differentially expressed genes likely to be involved in granuloma biology. This revealed that matrix metallopeptidase 12 was exclusively upregulated in affected tissues, suggesting a crucial role in disease pathogenesis. Discussion Our analysis provides a concise gene signature in sarcoidosis and expands our knowledge about the pathogenesis. Our results are of importance to improve current diagnostic approaches and monitoring strategies as well as in the development of targeted therapeutics.
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Affiliation(s)
- Rogier T. A. van Wijck
- Department of Pathology & Clinical Bioinformatics, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Hari S. Sharma
- Department of Pathology & Clinical Bioinformatics, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Sigrid M. A. Swagemakers
- Department of Pathology & Clinical Bioinformatics, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Willem A. Dik
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Hanna IJspeert
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Virgil A. S. H. Dalm
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC University Medical Center, Rotterdam, Netherlands
- Department of Internal Medicine, Division of Allergy & Clinical Immunology, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Paul L. A. van Daele
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC University Medical Center, Rotterdam, Netherlands
- Department of Internal Medicine, Division of Allergy & Clinical Immunology, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - P. Martin van Hagen
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC University Medical Center, Rotterdam, Netherlands
- Department of Internal Medicine, Division of Allergy & Clinical Immunology, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Peter J. van der Spek
- Department of Pathology & Clinical Bioinformatics, Erasmus MC University Medical Center, Rotterdam, Netherlands
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Lower EE, Baughman RP. Hematologic and Oncologic Aspects of Sarcoidosis: Some of the Least Studied but Most Common Dilemmas. Clin Chest Med 2024; 45:119-129. [PMID: 38245361 DOI: 10.1016/j.ccm.2023.08.008] [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] [Indexed: 01/22/2024]
Abstract
The hematologic system is frequently involved in sarcoidosis. Lymphopenia is the most common hematologic manifestation noted, although anemia and thrombocytopenia also occur. The etiology of these common manifestations can be direct granulomatous infiltration of bone marrow, lymph nodes, or spleen or related to immunologic dysfunction. Although not life threatening, these problems can lead to cytopenias requiring close monitoring in patients receiving a variety of disease treatments. The relationship between sarcoidosis and malignancy remains complex. However, some sarcoidosis patients are at increased risk for the development of malignancies, particularly lymphomas and gastrointestinal cancers. Conversely, cancer patients can experience an increase in the likelihood for the development of breast cancer and lymphomas.
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Affiliation(s)
- Elyse E Lower
- Department of Medicine, University of Cincinnati Medical Center, 200 Eden Avenue, Cincinnati, OH 45219, USA.
| | - Robert P Baughman
- Department of Medicine, University of Cincinnati Medical Center, 200 Eden Avenue, Cincinnati, OH 45219, USA
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Alnaimat F, Sweis JJG, Jansz J, Modi Z, Prasad S, AbuHelal A, Vagts C, Hanson HA, Ascoli C, Novak RM, Papanikolaou IC, Rubinstein I, Sweiss N. Vaccination in the Era of Immunosuppression. Vaccines (Basel) 2023; 11:1446. [PMID: 37766123 PMCID: PMC10537746 DOI: 10.3390/vaccines11091446] [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: 07/20/2023] [Revised: 08/20/2023] [Accepted: 08/30/2023] [Indexed: 09/29/2023] Open
Abstract
Patients with autoimmune inflammatory rheumatic diseases (AIIRDs) are at increased risk for severe infections. Vaccine responses and safety profiles may differ between AIIRD patients and the general population. While patients with autoimmune inflammatory rheumatic diseases (AIIRDs) often experience diminished humoral responses and reduced vaccine efficacy, factors such as the type of immunosuppressant medications used and the specific vaccine employed contribute to these outcomes. Notably, individuals undergoing B cell depletion therapy tend to have poor vaccine immunogenicity. However, despite these considerations, vaccine responses are generally considered clinically sufficient. Ideally, immunosuppressed AIIRD patients should receive vaccinations at least two weeks before commencing immunosuppressive treatment. However, it is common for many patients to already be on immunosuppressants during the immunization process. Vaccination rarely triggers flares in AIIRDs; if flares occur, they are typically mild. Despite the heightened infection risk, including COVID-19, among AIIRD patients with rheumatoid arthritis, systemic lupus erythematosus, sarcoidosis, and other diseases on immunosuppressants, the vaccination rates remain suboptimal. The future directions of vaccination in the era of immunosuppression will likely involve customized vaccines with enhanced adjuvants and alternative delivery methods. By addressing the unique challenges faced by immunosuppressed individuals, we may improve vaccine efficacy, reduce the risk of infections, and ultimately enhance the health outcomes. Additionally, clinical trials to evaluate the safety and efficacy of temporarily discontinuing immunosuppressants during vaccination in various AIIRDs are crucial.
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Affiliation(s)
- Fatima Alnaimat
- Department of Internal Medicine, Division of Rheumatology, School of Medicine, University of Jordan, Amman 11942, Jordan
| | | | - Jacqueline Jansz
- Department of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (J.J.); (Z.M.); (S.P.)
| | - Zeel Modi
- Department of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (J.J.); (Z.M.); (S.P.)
| | - Supritha Prasad
- Department of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (J.J.); (Z.M.); (S.P.)
| | | | - Christen Vagts
- Department of Medicine, Division of Pulmonary Critical Care Sleep and Allergy, University of Illinois Chicago, Chicago, IL 60612, USA; (C.V.); (C.A.); (I.R.)
| | - Hali A. Hanson
- College of Pharmacy, University of Illinois Hospital & Health Sciences System, Chicago, IL 60612, USA;
| | - Christian Ascoli
- Department of Medicine, Division of Pulmonary Critical Care Sleep and Allergy, University of Illinois Chicago, Chicago, IL 60612, USA; (C.V.); (C.A.); (I.R.)
| | - Richard M. Novak
- Division of Infectious Diseases, University of Illinois, Chicago, IL 60612, USA;
| | - Ilias C. Papanikolaou
- Department of Respiratory Medicine, Sarcoidosis Clinic, Corfu General Hospital, 49100 Corfu, Greece;
| | - Israel Rubinstein
- Department of Medicine, Division of Pulmonary Critical Care Sleep and Allergy, University of Illinois Chicago, Chicago, IL 60612, USA; (C.V.); (C.A.); (I.R.)
| | - Nadera Sweiss
- Division of Rheumatology, Department of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA;
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Shao K, Wang Z, Fan X, Sun R, Tang C. Comprehensive Analysis of the miRNA-mRNA Pathological Regulatory Network of Intestinal CD4 + T Cells in Parkinson's Disease. J Mol Neurosci 2023; 73:529-538. [PMID: 37354355 DOI: 10.1007/s12031-023-02132-z] [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: 04/08/2023] [Accepted: 05/27/2023] [Indexed: 06/26/2023]
Abstract
Infiltration of CD4 + T cells was found in brain tissue samples from PD patients, suggesting their involvement in developing central nervous system (CNS) disease. The idea of the gut-brain axis further corroborates intestinal T cells' activation as the central immune response initiation. However, the specific factors and molecular pathways regulating intestinal T-cell activation are unclear. We used the GSE156287 and GSE145814 datasets from the GEO database to analyze and obtain the miRNAs, which are aberrantly expressed in intestinal CD4 + T cells in PD patients and predict their regulatory target mRNAs. Further, combined with the GSE174473 dataset of CD4 + T cells sequencing in PD patients, we finally clarified the aberrant genes expressed in CD4 + T cells from the intestine of PD patients and constructed a miRNA-mRNA regulatory network. The highlight of our findings showed pathways, networks, biological functions, and key molecules potentially involved in the miRNA-mediated functional effects in CD4 + T cell from the intestine of PD patients. The hsa-miR-3180-3p mediated CBX8, etc. were determined as most effective in enhancing T cell survival. PEG10, etc. regulated by hsa-miR-20a-3p targets were possibly involved in T cell differentiation. The JPT2 regulated by hsa-miR-1281 were involved in influencing T cell infiltration. The discovery of this interaction between miRNA and mRNA in CD4 + T cell has important implications for understanding the intestinal initial of PD pathological molecular and anti-inflammation of T cell activation.
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Affiliation(s)
- Kaiquan Shao
- Department of Neurobiology, Xuzhou Key Laboratory of Neurobiology, Xuzhou Medical University, Xuzhou , Jiangsu, 221004, China
| | - Zipeng Wang
- Department of Neurology, The Affiliated Huai'an Hospital of Xuzhou Medical Universityand, The Second People's Hospital of Huai'an , Jiangsu, 223022, Huai, China
| | - Xinyu Fan
- Department of Neurobiology, Xuzhou Key Laboratory of Neurobiology, Xuzhou Medical University, Xuzhou , Jiangsu, 221004, China
| | - Ruiao Sun
- Department of Neurobiology, Xuzhou Key Laboratory of Neurobiology, Xuzhou Medical University, Xuzhou , Jiangsu, 221004, China
| | - Chuanxi Tang
- Department of Neurobiology, Xuzhou Key Laboratory of Neurobiology, Xuzhou Medical University, Xuzhou , Jiangsu, 221004, China.
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Vagts C, Sweis JJG, Sweis NWG, Ascoli C, Rottoli P, Martone FM, Wells AU, Judson MA, Sweiss NJ, Lower EE, Baughman RP. Initial behaviors and attitudes towards the COVID-19 vaccine in sarcoidosis patients: results of a self-reporting questionnaire. SARCOIDOSIS, VASCULITIS, AND DIFFUSE LUNG DISEASES : OFFICIAL JOURNAL OF WASOG 2023; 40:e2023012. [PMID: 37382069 PMCID: PMC10494750 DOI: 10.36141/svdld.v40i2.14388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 06/09/2023] [Indexed: 06/30/2023]
Abstract
BACKGROUND Individuals with self-declared sarcoidosis are at increased risk of COVID-19 related morbidity and mortality for which vaccination can be lifesaving. Despite this, vaccine hesitancy remains a large barrier to global acceptance of vaccination against COVID-19. We aimed to identify individuals with sarcoidosis who had and had not been vaccinated against COVID-19 vaccine to 1) establish a safety profile of COVID-19 vaccination in those with sarcoidosis and 2) to elucidate factors that contribute to COVID-19 vaccine hesitancy. METHODS A questionnaire inquiring about COVID-19 vaccination status, vaccination side effects, and willingness for future vaccination was distributed from December 2020 to May 2021 to individuals with sarcoidosis living in the US and European countries. Details regarding sarcoidosis manifestations and treatment were solicited. Vaccine attitudes were classified as pro or anti-COVID-19 vaccination for subgroup analysis. RESULTS At the time of questionnaire administration, 42% of respondents had already received a COVID-19 vaccination, most of whom either denied side effects or reported a local reaction only. Those off sarcoidosis therapy were more likely to report systemic side effects. Among subjects who had not yet received a COVID-19 vaccine, 27% of individuals reported they would not receive one once available. Reasons against vaccination were overwhelmingly related to the lack of confidence in vaccine safety and/or efficacy and less related to concerns associated with convenience or complacency. Black individuals, women, and younger adults were more likely to decline vaccination. CONCLUSIONS Among individuals with sarcoidosis, COVID-19 vaccination is well-accepted and well-tolerated. Subjects on sarcoidosis therapy reported significantly less vaccination side effects, and thus the correlation between side effects, vaccine type, and vaccine efficacy requires further investigation. Strategies to improve vaccination should focus on improving knowledge and education regarding vaccine safety and efficacy, as well as targeting sources of misinformation, particularly in young, black, and female subpopulations.
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Affiliation(s)
- Christen Vagts
- Division of Pulmonary Critical Care Sleep and Allergy, Department of Medicine, University of Illinois Chicago, Chicago IL, USA.
| | | | | | - Christian Ascoli
- Division of Pulmonary Critical Care Sleep and Allergy, Department of Medicine, University of Illinois Chicago, Chicago IL, USA.
| | - Paola Rottoli
- Specialization School of Respiratory Diseases, Department of Medical, Surgical and Neurological Sciences, Siena University, Italy.
| | | | - Athol U Wells
- Royal Brompton and Harefield National Health Service Foundation Trust, Interstitial Lung Disease Unit, London, UK.
| | - Marc A Judson
- Department of Medicine, Albany Medical College, Albany NY, USA.
| | - Nadera J Sweiss
- Division of Rheumatology and Medical Director of the Arthritis Clinic and Bernie Mac Sarcoidosis Translational Advanced Research (STAR) Center.
| | - Elyse E Lower
- University of Cincinnati Medical Center, Department of Medicine, Cincinnati, OH, USA.
| | - Robert P Baughman
- University of Cincinnati Medical Center, Department of Medicine, Cincinnati, OH, USA.
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Agidigbi TS, Kwon HK, Knight JR, Zhao D, Lee FY, Oh I. Transcriptomic identification of genes expressed in invasive S. aureus diabetic foot ulcer infection. Front Cell Infect Microbiol 2023; 13:1198115. [PMID: 37434783 PMCID: PMC10332306 DOI: 10.3389/fcimb.2023.1198115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 05/25/2023] [Indexed: 07/13/2023] Open
Abstract
Introduction Infection in diabetic foot ulcers (DFUs) is one of the major complications associated with patients with diabetes. Staphylococcus aureus is the most common offending pathogen in patients with infected DFU. Previous studies have suggested the application of species-specific antibodies against S. aureus for diagnosis and monitoring treatment response. Early and accurate identification of the main pathogen is critical for management of DFU infection. Understanding the host immune response against species-specific infection may facilitate diagnosis and may suggest potential intervention options to promote healing infected DFUs. We sought to investigate evolving host transcriptome associated with surgical treatment of S. aureus- infected DFU. Methods This study compared the transcriptome profile of 21 patients with S. aureus- infected DFU who underwent initial foot salvage therapy with irrigation and debridement followed by intravenous antibiotic therapy. Blood samples were collected at the recruitment (0 weeks) and 8 weeks after therapy to isolate peripheral blood mononuclear cells (PBMCs). We analyzed the PBMC expression of transcriptomes at two different time points (0 versus 8 weeks). Subjects were further divided into two groups at 8 weeks: healed (n = 17, 80.95%) versus non-healed (n = 4, 19.05%) based on the wound healing status. DESeq2 differential gene analysis was performed. Results and discussion An increased expression of IGHG1, IGHG2, IGHG3, IGLV3-21, and IGLV6-57 was noted during active infection at 0 weeks compared with that at 8 weeks. Lysine- and arginine-rich histones (HIST1H2AJ, HIST1H2AL, HIST1H2BM, HIST1H3B, and HIST1H3G) were upregulated at the initial phase of active infection at 0 weeks. CD177 and RRM2 were also upregulated at the initial phase of active infection (0 weeks) compared with that at 8 weeks of follow-up. Genes of heat shock protein members (HSPA1A, HSPE1, and HSP90B1) were high in not healed patients compared with that in healed patients 8 weeks after therapy. The outcome of our study suggests that the identification of genes evolution based on a transcriptomic profiling could be a useful tool for diagnosing infection and assessing severity and host immune response to therapies.
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Affiliation(s)
- Taiwo Samuel Agidigbi
- Department of Orthopedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
| | - Hyuk-Kwon Kwon
- Department of Orthopedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
- Division of Life Science, Gyeongsang National University, Jinju, Republic of Korea
| | - James R. Knight
- Yale Center for Genome Analysis, Department of Genetics, Yale School of Medicine, New Haven, CT, United States
| | - Dejian Zhao
- Yale Center for Genome Analysis, Department of Genetics, Yale School of Medicine, New Haven, CT, United States
| | - Francis Y. Lee
- Department of Orthopedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
| | - Irvin Oh
- Department of Orthopedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
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Wu Z, Hu Z, Gao Y, Xia Y, Zhang X, Jiang Z. A computational approach based on weighted gene co-expression network analysis for biomarkers analysis of Parkinson's disease and construction of diagnostic model. Front Comput Neurosci 2023; 16:1095676. [PMID: 36704228 PMCID: PMC9873349 DOI: 10.3389/fncom.2022.1095676] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 12/23/2022] [Indexed: 01/11/2023] Open
Abstract
Background Parkinson's disease (PD) is a common age-related chronic neurodegenerative disease. There is currently no affordable, effective, and less invasive test for PD diagnosis. Metabolite profiling in blood and blood-based gene transcripts is thought to be an ideal method for diagnosing PD. Aim In this study, the objective is to identify the potential diagnostic biomarkers of PD by analyzing microarray gene expression data of samples from PD patients. Methods A computational approach, namely, Weighted Gene Co-expression Network Analysis (WGCNA) was used to construct co-expression gene networks and identify the key modules that were highly correlated with PD from the GSE99039 dataset. The Least Absolute Shrinkage and Selection Operator (LASSO) regression analysis was performed to identify the hub genes in the key modules with strong association with PD. The selected hub genes were then used to construct a diagnostic model based on logistic regression analysis, and the Receiver Operating Characteristic (ROC) curves were used to evaluate the efficacy of the model using the GSE99039 dataset. Finally, Reverse Transcription-Polymerase Chain Reaction (RT-PCR) was used to validate the hub genes. Results WGCNA identified two key modules associated with inflammation and immune response. Seven hub genes, LILRB1, LSP1, SIPA1, SLC15A3, MBOAT7, RNF24, and TLE3 were identified from the two modules and used to construct diagnostic models. ROC analysis showed that the diagnostic model had a good diagnostic performance for PD in the training and testing datasets. Results of the RT-PCR experiments showed that there were significant differences in the mRNA expression of LILRB1, LSP1, and MBOAT7 among the seven hub genes. Conclusion The 7-gene panel (LILRB1, LSP1, SIPA1, SLC15A3, MBOAT7, RNF24, and TLE3) will serve as a potential diagnostic signature for PD.
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Affiliation(s)
- Zhaoping Wu
- Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zhiping Hu
- Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yunchun Gao
- Department of Neurology, The First People’s Hospital of Changde City, Changde, Hunan, China
| | - Yuechong Xia
- Department of Respiratory Medicine, Central South University, Changsha, Hunan, China
| | - Xiaobo Zhang
- Department of Neurology, The First People’s Hospital of Changde City, Changde, Hunan, China
| | - Zheng Jiang
- Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China,*Correspondence: Zheng Jiang,
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