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Miedema J, Cinetto F, Smed-Sörensen A, Spagnolo P. The immunopathogenesis of sarcoidosis. J Autoimmun 2024:103247. [PMID: 38734536 DOI: 10.1016/j.jaut.2024.103247] [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: 02/27/2024] [Revised: 04/30/2024] [Accepted: 05/06/2024] [Indexed: 05/13/2024]
Abstract
Sarcoidosis is a granulomatous multiorgan disease, thought to result from exposure to yet unidentified antigens in genetically susceptible individuals. The exaggerated inflammatory response that leads to granuloma formation is highly complex and involves the innate and adaptive immune system. Consecutive immunological studies using advanced technology have increased our understanding of aberrantly activated immune cells, mediators and pathways that influence the formation, maintenance and resolution of granulomas. Over the years, it has become increasingly clear that disease immunopathogenesis can only be understood if the clinical heterogeneity of sarcoidosis is taken into consideration, along with the distribution of immune cells in peripheral blood and involved organs. Most studies offer an immunological snapshot during disease course, while the cellular composition of both the circulation and tissue microenvironment may change over time. Despite these challenges, novel insights on the role of the immune system are continuously published, thus bringing the field forward. This review highlights current knowledge on the innate and adaptive immune responses involved in sarcoidosis pathogenesis, as well as the pathways involved in non-resolving disease and fibrosis development. Additionally, we describe proposed immunological mechanisms responsible for drug-induced sarcoid like reactions. Although many aspects of disease immunopathogenesis remain to be unraveled, the identification of crucial immune reactions in sarcoidosis may help identify new treatment targets. We therefore also discuss potential therapies and future strategies based on the latest immunological findings.
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Affiliation(s)
- Jelle Miedema
- Department of Pulmonary Medicine, Center of Expertise for Interstitial Lung Disease, Erasmus University Medical Center, Rotterdam, the Netherlands.
| | - Francesco Cinetto
- Rare Diseases Referral Center, Internal Medicine 1, Ca' Foncello Hospital, AULSS2 Marca Trevigiana, Italy; Department of Medicine - DIMED, University of Padova, Padova, Italy.
| | - Anna Smed-Sörensen
- Division of Immunology and Allergy, Department of Medicine Solna, Karolinska Institutet, Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden.
| | - Paolo Spagnolo
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy.
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2
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Abstract
At present, no biomarker exists which is truly specific for sarcoidosis and the ones available have modest sensitivity and specificity. The clinical context should dictate the choice of biomarker(s) used to address different clinical questions such as diagnosis, monitoring disease activity or monitoring response to treatment. In the future, in addition to known serum biomarkers, it seems fruitful to further explore a possible role of imaging, exhaled air and even biopsy-related biomarkers in sarcoidosis to guide clinical management.
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Affiliation(s)
- Sophie C van der Mark
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Koekoekslaan 1, 3435 CM, Nieuwegein, The Netherlands; Division of Heart and Lungs, University Medical Center, Utrecht, The Netherlands
| | - Vikaash W S Bajnath
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Koekoekslaan 1, 3435 CM, Nieuwegein, The Netherlands
| | - Marcel Veltkamp
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Koekoekslaan 1, 3435 CM, Nieuwegein, The Netherlands; Division of Heart and Lungs, University Medical Center, Utrecht, The Netherlands.
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3
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Abdelghaffar M, Hwang E, Damsky W. Cutaneous Sarcoidosis. Clin Chest Med 2024; 45:71-89. [PMID: 38245372 DOI: 10.1016/j.ccm.2023.08.004] [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
Sarcoidosis is a multisystem disease that most commonly affects the lungs, lymphatic system, eyes, and skin but any organ may be involved. Cutaneous sarcoidosis most commonly presents as pink-red to red-brown papules and plaques that commonly affect the head and neck. With the skin being readily accessible for evaluation and biopsy, when sarcoidosis is suspected, dermatologic evaluation may be helpful for establishing a definitive diagnosis. Treatment strategy depends on the severity and distribution of skin lesions and should incorporate patient preference and treatment considerations for other organs that may be involved.
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Affiliation(s)
- Mariam Abdelghaffar
- School of Medicine, Royal College of Surgeons in Ireland, Smurfit Building, Beaumont Hospital, Dublin 9, Ireland
| | - Erica Hwang
- Department of Dermatology, Yale School of Medicine, 333 Cedar Street, LCI 501 PO Box 208059, New Haven, CT 06520, USA
| | - William Damsky
- Department of Dermatology, Yale School of Medicine, 333 Cedar Street, LCI 501 PO Box 208059, New Haven, CT 06520, USA; Department of Pathology, Yale School of Medicine, 310 Cedar Street, LH 108, PO Box 208023, New Haven, CT 06520, USA.
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4
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Viallard JF, Lescure M, Oksenhendler E, Blanco P, Visentin J, Parrens M. STAT expression and TFH1 cells in CVID granulomatosis and sarcoidosis: immunological and histopathological comparisons. Virchows Arch 2024; 484:481-490. [PMID: 37924346 DOI: 10.1007/s00428-023-03684-6] [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: 07/24/2023] [Revised: 10/10/2023] [Accepted: 10/22/2023] [Indexed: 11/06/2023]
Abstract
Granulomatous disease is a serious complication of common variable immunodeficiency (CVID-GD) that occurs in 8-22% of these patients and can mimic sarcoidosis, with which it shares certain clinical, biological, and radiological features. However, few studies to date have compared the two pathologies immunologically and histologically. Therefore, we analyzed the immunological-histological findings for different tissue samples from ten patients with CVID-GD and compared them to those of biopsy-proven sarcoidosis. Specifically, we wanted to know whether or not the signaling abnormalities observed in sarcoidosis granulomas are also present in CVID-GD. Morphological differences were found between CVID-GD histology and classical sarcoidosis: mainly, the former's notable lymphoid hyperplasia associated with granulomas not observed in the latter. All CVID-GD involved organs contained several follicular helper-T (TFH) cells within the granulomatosis, while those cells were inconstantly and more weakly expressed in sarcoidosis. Moreover, CVID and sarcoidosis granulomas expressed the phosphorylated-signal transducer and activator of transcription (pSTAT)1 and pSTAT3 factors, regardless of the organ studied and without any significant difference between entities. Our results suggest that the macrophage-activation mechanism in CVID resembles that of sarcoidosis, thereby suggesting that Janus kinase (JAK)-STAT-pathway blockade might be useful in currently difficult-to-treat CVID-GD.
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Affiliation(s)
- Jean-François Viallard
- Internal Medicine Department, Hôpital Haut-Lévêque, Bordeaux University Hospital, Avenue de Magellan, 33604, Pessac, France.
| | - Maëlig Lescure
- Internal Medicine Department, Hôpital Haut-Lévêque, Bordeaux University Hospital, Avenue de Magellan, 33604, Pessac, France
| | - Eric Oksenhendler
- Clinical Immunology Department, Saint-Louis Paris Diderot University Hospital, Paris, France
| | - Patrick Blanco
- Centre Hospitalier Universitaire de Bordeaux, Service d'Immunologie Et Immunogénétique FHU ACRONIM, Hôpital Pellegrin, Place Amélie-Raba-Léon, Bordeaux, France
| | - Jonathan Visentin
- Centre Hospitalier Universitaire de Bordeaux, Service d'Immunologie Et Immunogénétique FHU ACRONIM, Hôpital Pellegrin, Place Amélie-Raba-Léon, Bordeaux, France
| | - Marie Parrens
- Pathology Department, Hôpital du Haut-Lévêque, Bordeaux University Hospital, Avenue de Magellan, Pessac, France
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5
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Nelson NC, Kogan R, Condos R, Hena KM. Emerging Therapeutic Options for Refractory Pulmonary Sarcoidosis: The Evidence and Proposed Mechanisms of Action. J Clin Med 2023; 13:15. [PMID: 38202021 PMCID: PMC10779381 DOI: 10.3390/jcm13010015] [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: 11/14/2023] [Revised: 12/05/2023] [Accepted: 12/07/2023] [Indexed: 01/12/2024] Open
Abstract
Sarcoidosis is a systemic disease with heterogenous clinical phenotypes characterized by non-necrotizing granuloma formation in affected organs. Most disease either remits spontaneously or responds to corticosteroids and second-line disease-modifying therapies. These medications are associated with numerous toxicities that can significantly impact patient quality-of-life and often limit their long-term use. Additionally, a minority of patients experience chronic, progressive disease that proves refractory to standard treatments. To date, there are limited data to guide the selection of alternative third-line medications for these patients. This review will outline the pathobiological rationale behind current and emerging therapeutic agents for refractory or drug-intolerant sarcoidosis and summarize the existing clinical evidence in support of their use.
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Affiliation(s)
| | | | | | - Kerry M. Hena
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University, 301 E 17th St Suite 550, New York, NY 10003, USA
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6
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Giriyappagoudar M, Vastrad B, Horakeri R, Vastrad C. Study on Potential Differentially Expressed Genes in Idiopathic Pulmonary Fibrosis by Bioinformatics and Next-Generation Sequencing Data Analysis. Biomedicines 2023; 11:3109. [PMID: 38137330 PMCID: PMC10740779 DOI: 10.3390/biomedicines11123109] [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: 09/23/2023] [Revised: 10/31/2023] [Accepted: 11/02/2023] [Indexed: 12/24/2023] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic progressive lung disease with reduced quality of life and earlier mortality, but its pathogenesis and key genes are still unclear. In this investigation, bioinformatics was used to deeply analyze the pathogenesis of IPF and related key genes, so as to investigate the potential molecular pathogenesis of IPF and provide guidance for clinical treatment. Next-generation sequencing dataset GSE213001 was obtained from Gene Expression Omnibus (GEO), and the differentially expressed genes (DEGs) were identified between IPF and normal control group. The DEGs between IPF and normal control group were screened with the DESeq2 package of R language. The Gene Ontology (GO) and REACTOME pathway enrichment analyses of the DEGs were performed. Using the g:Profiler, the function and pathway enrichment analyses of DEGs were performed. Then, a protein-protein interaction (PPI) network was constructed via the Integrated Interactions Database (IID) database. Cytoscape with Network Analyzer was used to identify the hub genes. miRNet and NetworkAnalyst databaseswereused to construct the targeted microRNAs (miRNAs), transcription factors (TFs), and small drug molecules. Finally, receiver operating characteristic (ROC) curve analysis was used to validate the hub genes. A total of 958 DEGs were screened out in this study, including 479 up regulated genes and 479 down regulated genes. Most of the DEGs were significantly enriched in response to stimulus, GPCR ligand binding, microtubule-based process, and defective GALNT3 causes HFTC. In combination with the results of the PPI network, miRNA-hub gene regulatory network and TF-hub gene regulatory network, hub genes including LRRK2, BMI1, EBP, MNDA, KBTBD7, KRT15, OTX1, TEKT4, SPAG8, and EFHC2 were selected. Cyclothiazide and rotigotinethe are predicted small drug molecules for IPF treatment. Our findings will contribute to identification of potential biomarkers and novel strategies for the treatment of IPF, and provide a novel strategy for clinical therapy.
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Affiliation(s)
- Muttanagouda Giriyappagoudar
- Department of Radiation Oncology, Karnataka Institute of Medical Sciences (KIMS), Hubballi 580022, Karnataka, India;
| | - Basavaraj Vastrad
- Department of Pharmaceutical Chemistry, K.L.E. Socitey’s College of Pharmacy, Gadag 582101, Karnataka, India;
| | - Rajeshwari Horakeri
- Department of Computer Science, Govt First Grade College, Hubballi 580032, Karnataka, India;
| | - Chanabasayya Vastrad
- Biostatistics and Bioinformatics, Chanabasava Nilaya, Bharthinagar, Dharwad 580001, Karnataka, India
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7
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Celada SI, Lim CX, Carisey AF, Ochsner SA, Arce Deza CF, Rexie P, Poli De Frias F, Cardenas-Castillo R, Polverino F, Hengstschläger M, Tsoyi K, McKenna NJ, Kheradmand F, Weichhart T, Rosas IO, Van Kaer L, Celada LJ. SHP2 promotes sarcoidosis severity by inhibiting SKP2-targeted ubiquitination of TBET in CD8 + T cells. Sci Transl Med 2023; 15:eade2581. [PMID: 37703351 PMCID: PMC11126869 DOI: 10.1126/scitranslmed.ade2581] [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: 08/04/2022] [Accepted: 08/24/2023] [Indexed: 09/15/2023]
Abstract
Sarcoidosis is an interstitial lung disease (ILD) characterized by interferon-γ (IFN-γ) and T-box expressed in T cells (TBET) dysregulation. Although one-third of patients progress from granulomatous inflammation to severe lung damage, the molecular mechanisms underlying this process remain unclear. Here, we found that pharmacological inhibition of phosphorylated SH2-containing protein tyrosine phosphatase-2 (pSHP2), a facilitator of aberrant IFN-γ abundance, decreased large granuloma formation and macrophage infiltration in the lungs of mice with sarcoidosis-like disease. Positive treatment outcomes were dependent on the effective enhancement of TBET ubiquitination within CD8+ T cells. Mechanistically, we identified a posttranslational modification pathway in which the E3 F-box protein S-phase kinase-associated protein 2 (SKP2) targets TBET for ubiquitination in T cells under normal conditions. However, this pathway was disrupted by aberrant pSHP2 signaling in CD8+ T cells from patients with progressive pulmonary sarcoidosis and end-stage disease. Ex vivo inhibition of pSHP2 in CD8+ T cells from patients with end-stage sarcoidosis enhanced TBET ubiquitination and suppressed IFN-γ and collagen synthesis. Therefore, these studies provided new mechanistic insights into the SHP2-dependent posttranslational regulation of TBET and identified SHP2 inhibition as a potential therapeutic intervention against severe sarcoidosis. Furthermore, these studies also suggest that the small-molecule SHP2 inhibitor SHP099 might be used as a therapeutic measure against human diseases linked to TBET or ubiquitination.
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Affiliation(s)
- Sherly I. Celada
- Department of Biological Sciences, Tennessee State University, Nashville, TN 37209, USA
| | - Clarice X. Lim
- Center of Pathobiochemistry and Genetics, Institute of Medical Genetics, Medical University of Vienna, Vienna, Austria
| | - Alexandre F. Carisey
- William T. Shearer Center for Human Immunobiology, Texas Children’s Hospital, Houston, TX 77030, USA
- Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Cell and Molecular Biology, St. Jude Children’s Hospital, Memphis, TN 38105, USA
| | - Scott A. Ochsner
- Department of Molecular and Cellular Biology, Houston, TX 77030, USA
| | - Carlos F. Arce Deza
- Department of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Praveen Rexie
- Center of Pathobiochemistry and Genetics, Institute of Medical Genetics, Medical University of Vienna, Vienna, Austria
| | - Fernando Poli De Frias
- Department of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX 77030, USA
- Mout Sinai Medical Center, Miami Beach, FL 33140, USA
| | - Rafael Cardenas-Castillo
- Department of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Francesca Polverino
- Department of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Markus Hengstschläger
- Center of Pathobiochemistry and Genetics, Institute of Medical Genetics, Medical University of Vienna, Vienna, Austria
| | - Konstantin Tsoyi
- Department of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Neil J. McKenna
- Department of Molecular and Cellular Biology, Houston, TX 77030, USA
| | - Farrah Kheradmand
- Department of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Translational Research on Inflammatory Diseases, Michael E. DeBakey, Houston, TX 77030, USA
| | - Thomas Weichhart
- Center of Pathobiochemistry and Genetics, Institute of Medical Genetics, Medical University of Vienna, Vienna, Austria
| | - Ivan O. Rosas
- Department of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Luc Van Kaer
- Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, TN 37232 USA
| | - Lindsay J. Celada
- Department of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN 37232 USA
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Hwang E, Abdelghaffar M, Shields BE, Damsky W. Molecularly Targeted Therapies for Inflammatory Cutaneous Granulomatous Disorders: A Review of the Evidence and Implications for Understanding Disease Pathogenesis. JID INNOVATIONS 2023; 3:100220. [PMID: 37719661 PMCID: PMC10500476 DOI: 10.1016/j.xjidi.2023.100220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 07/21/2023] [Accepted: 07/28/2023] [Indexed: 09/19/2023] Open
Abstract
Inflammatory cutaneous granulomatous diseases, including granuloma annulare, cutaneous sarcoidosis, and necrobiosis lipoidica, are distinct diseases unified by the hallmark of macrophage accumulation and activation in the skin. There are currently no Food and Drug Administration-approved therapies for these conditions except prednisone and repository corticotropin injection for pulmonary sarcoidosis. Treatment of these diseases has generally been guided by low-quality evidence and may involve broadly immunomodulatory medications. Development of new treatments has in part been limited by an incomplete understanding of disease pathogenesis. Recently, there has been substantial progress in better understanding the molecular pathogenesis of these disorders, opening the door for therapeutic innovation. Likewise, reported outcomes of treatment with immunologically targeted therapies may offer insights into disease pathogenesis. In this systematic review, we summarize progress in deciphering the pathomechanisms of these disorders and discuss this in the context of emerging evidence on the use of molecularly targeted therapies in treatment of these diseases.
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Affiliation(s)
- Erica Hwang
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Mariam Abdelghaffar
- School of Medicine, Royal College of Surgeons in Ireland, Busaiteen, Bahrain
| | - Bridget E. Shields
- Department of Dermatology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - William Damsky
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut, USA
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut, USA
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Régis C, Benali K, Rouzet F. FDG PET/CT Imaging of Sarcoidosis. Semin Nucl Med 2023; 53:258-272. [PMID: 36870707 DOI: 10.1053/j.semnuclmed.2022.08.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 08/18/2022] [Accepted: 08/22/2022] [Indexed: 11/11/2022]
Abstract
Sarcoidosis is a multisystemic granulomatous disease of unknown etiology. The diagnostic can be made by histological identification of non-caseous granuloma or by a combination of clinical criteria. Active inflammatory granuloma can lead to fibrotic damage. Although 50% of cases resolve spontaneously, systemic treatments are often necessary to decrease symptoms and avoid permanent organ dysfunction, notably in cardiac sarcoidosis. The course of the disease can be punctuated by exacerbations and relapses and the prognostic depends mainly on affected sites and patient management. FDG-PET/CT along with newer FDG-PET/MR have emerged as key imaging modalities in sarcoidosis, namely for certain diagnostic purposes, staging and biopsy guiding. By identifying with a high sensitivity inflammatory active granuloma, FDG hybrid imaging is a main prognostic tool and therapeutic ally in sarcoidosis. This review aims to highlight the actual critical roles of hybrid PET imaging in sarcoidosis and display a brief perspective for the future which appears to include other radiotracers and artificial intelligence applications.
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Affiliation(s)
- Claudine Régis
- Nuclear medicine department, Hôpital Bichat-Claude Bernard, AP-HP, Paris, France.; Department of Medical Imaging, Institut de Cardiologie de Montréal, Université de Montréal, Montréal, Québec, Canada
| | - Khadija Benali
- Nuclear medicine department, Hôpital Bichat-Claude Bernard, AP-HP, Paris, France.; Université Paris Cité and Inserm U1148, Paris, France
| | - François Rouzet
- Nuclear medicine department, Hôpital Bichat-Claude Bernard, AP-HP, Paris, France.; Université Paris Cité and Inserm U1148, Paris, France..
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Wu Z, Li L, Qu H, Qi RQ, Niu J. Immunohistochemical Features of MMP-9 and pSTAT1 in Granuloma Annulare and Sarcoidosis: A Comparative Study of 62 Cases. J Immunol Res 2023; 2023:4098459. [PMID: 36959923 PMCID: PMC10030222 DOI: 10.1155/2023/4098459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 02/14/2023] [Accepted: 02/16/2023] [Indexed: 03/17/2023] Open
Abstract
Background Granuloma annulare (GA) and sarcoidosis are granulomatous inflammatory diseases that share similarities. Objective To identify the histological and immunohistochemical (IHC) features of GA and sarcoidosis. Methods A retrospective review of 36 patients with GA and 26 with sarcoidosis was performed. Results from hematoxylin and eosin (H&E) staining and IHC staining of MMP-9 and pSTAT1 within the skin lesions of GA and sarcoidosis were analyzed, and random forest was applied for developing a predictive model. Results Significantly greater expressions of MMP-9 (especially in elastic fibers, EFs, P < 0.0001) and pSTAT1 (P = 0.0003) were observed in lesion samples of GA versus sarcoidosis patients. In GA patients, MMP-9 was significantly upregulated in the interstitial type (P = 0.0222), while staining of pSTAT1 was positively correlated with the area of mucinous collagen in palisading GA (R = 0.5356, P = 0.0484). In sarcoidosis patients, MMP-9 (R = -0.7127, P = 0.0009) and pSTAT1 (R = -0.5604, P = 0.0067) were found to show stronger expressions in lesions with less lymphocyte infiltration. The predictive model demonstrated an AUC of 0.9675. Conclusion These results indicate that MMP-9 and pSTAT1 might exert roles in granulomatous inflammation in different modes, and the presence of more robust MMP-9 staining in EFs appears to be more suggestive of GA.
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Affiliation(s)
- Ze Wu
- 1Department of Dermatology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, 110016 Shenyang, China
| | - Linghui Li
- 1Department of Dermatology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, 110016 Shenyang, China
| | - Hui Qu
- 2College of Medicine and Biological Information Engineering, Northeastern University, No. 3-11, Wenhua Road, Heping District, 110819 Shenyang, China
| | - Rui-Qun Qi
- 3Department of Dermatology, The First Hospital of China Medical University, No. 155 Nanjing Bei Street, Heping District, 110001 Shenyang, China
- 4Key Laboratory of Immunodermatology, Ministry of Education and NHC, National Joint Engineering Research Center for Theranostics of Immunological Skin Diseases, No. 155 Nanjing Bei Street, Heping District, 110001 Shenyang, China
| | - Jun Niu
- 1Department of Dermatology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, 110016 Shenyang, China
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11
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Jiang Y, Jiang D, Costabel U, Dai H, Wang C. A transcriptomics-based meta-analysis identifies a cross-tissue signature for sarcoidosis. Front Med (Lausanne) 2022; 9:960266. [PMID: 36203777 PMCID: PMC9530451 DOI: 10.3389/fmed.2022.960266] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 08/30/2022] [Indexed: 11/22/2022] Open
Abstract
Sarcoidosis is a granulomatous disease of unknown etiology, immunologically characterized by a Th1 immune response. Transcriptome-wide expression studies in various types of sarcoid tissues contributed to better understanding of disease mechanisms. We performed a systematic database search on Gene Expression Omnibus (GEO) and utilized transcriptomic data from blood and sarcoidosis-affected tissues in a meta-analysis to identify a cross-tissue, cross-platform signature. Datasets were further separated into training and testing sets for development of a diagnostic classifier for sarcoidosis. A total of 690 differentially expressed genes were identified in the analysis among various tissues. 29 of the genes were robustly associated with sarcoidosis in the meta-analysis both in blood and in lung-associated tissues. Top genes included LINC01278 (P = 3.11 × 10–13), GBP5 (P = 5.56 × 10–07), and PSMB9 (P = 1.11 × 10–06). Pathway enrichment analysis revealed activated IFN-γ, IL-1, and IL-18, autophagy, and viral infection response. IL-17 was observed to be enriched in peripheral blood specific signature genes. A 16-gene classifier achieved excellent performance in the independent validation data (AUC 0.711–0.964). This study provides a cross-tissue meta-analysis for expression profiles of sarcoidosis and identifies a diagnostic classifier that potentially can complement more invasive procedures.
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Affiliation(s)
- Yale Jiang
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital, Beijing, China
- Clinical Trial Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
- School of Medicine, Tsinghua University, Beijing, China
| | - Dingyuan Jiang
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital, Beijing, China
- National Center for Respiratory Medicine, Institute of Respiratory Medicine, National Clinical Research Center for Respiratory Disease, Chinese Academy of Medical Sciences, Beijing, China
| | - Ulrich Costabel
- Department of Pneumology, Center for Interstitial and Rare Lung Diseases, Ruhrlandklinik, University Hospital, Essen, Germany
| | - Huaping Dai
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital, Beijing, China
- National Center for Respiratory Medicine, Institute of Respiratory Medicine, National Clinical Research Center for Respiratory Disease, Chinese Academy of Medical Sciences, Beijing, China
- *Correspondence: Huaping Dai,
| | - Chen Wang
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital, Beijing, China
- National Center for Respiratory Medicine, Institute of Respiratory Medicine, National Clinical Research Center for Respiratory Disease, Chinese Academy of Medical Sciences, Beijing, China
- Tsinghua University-Peking University Joint Center for Life Sciences, Beijing, China
- Peking Union Medical College, Beijing, China
- Chen Wang,
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12
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Damsky W, Wang A, Kim DJ, Young BD, Singh K, Murphy MJ, Daccache J, Clark A, Ayasun R, Ryu C, McGeary MK, Odell ID, Fazzone-Chettiar R, Pucar D, Homer R, Gulati M, Miller EJ, Bosenberg M, Flavell RA, King B. Inhibition of type 1 immunity with tofacitinib is associated with marked improvement in longstanding sarcoidosis. Nat Commun 2022; 13:3140. [PMID: 35668129 PMCID: PMC9170782 DOI: 10.1038/s41467-022-30615-x] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 05/05/2022] [Indexed: 01/05/2023] Open
Abstract
Sarcoidosis is an idiopathic inflammatory disorder that is commonly treated with glucocorticoids. An imprecise understanding of the immunologic changes underlying sarcoidosis has limited therapeutic progress. Here in this open-label trial (NCT03910543), 10 patients with cutaneous sarcoidosis are treated with tofacitinib, a Janus kinase inhibitor. The primary outcome is the change in the cutaneous sarcoidosis activity and morphology instrument (CSAMI) activity score after 6 months of treatment. Secondary outcomes included change in internal organ involvement, molecular parameters, and safety. All patients experience improvement in their skin with 6 patients showing a complete response. Improvement in internal organ involvement is also observed. CD4+ T cell-derived IFN-γ is identified as a central cytokine mediator of macrophage activation in sarcoidosis. Additional type 1 cytokines produced by distinct cell types, including IL-6, IL-12, IL-15 and GM-CSF, also associate with pathogenesis. Suppression of the activity of these cytokines, especially IFN-γ, correlates with clinical improvement. Our results thus show that tofacitinib treatment is associated with improved sarcoidosis symptoms, and predominantly acts by inhibiting type 1 immunity.
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Affiliation(s)
- William Damsky
- Department of Dermatology, Yale School of Medicine, New Haven, CT, USA. .,Department of Pathology, Yale School of Medicine, New Haven, CT, USA.
| | - Alice Wang
- grid.47100.320000000419368710Department of Dermatology, Yale School of Medicine, New Haven, CT USA
| | - Daniel J. Kim
- grid.47100.320000000419368710Department of Dermatology, Yale School of Medicine, New Haven, CT USA
| | - Bryan D. Young
- grid.47100.320000000419368710Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, CT USA
| | - Katelyn Singh
- grid.47100.320000000419368710Department of Dermatology, Yale School of Medicine, New Haven, CT USA
| | - Michael J. Murphy
- grid.47100.320000000419368710Department of Dermatology, Yale School of Medicine, New Haven, CT USA
| | - Joseph Daccache
- grid.47100.320000000419368710Department of Dermatology, Yale School of Medicine, New Haven, CT USA
| | - Abigale Clark
- grid.258405.e0000 0004 0539 5056Kansas City University of Medicine and Biosciences, Kansas City, MO USA
| | - Ruveyda Ayasun
- grid.240324.30000 0001 2109 4251Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY USA
| | - Changwan Ryu
- grid.47100.320000000419368710Seciton of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, CT USA
| | - Meaghan K. McGeary
- grid.47100.320000000419368710Department of Pathology, Yale School of Medicine, New Haven, CT USA
| | - Ian D. Odell
- grid.47100.320000000419368710Department of Dermatology, Yale School of Medicine, New Haven, CT USA ,grid.47100.320000000419368710Department of Immunobiology, Yale School of Medicine, New Haven, CT USA
| | - Ramesh Fazzone-Chettiar
- grid.47100.320000000419368710Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, CT USA
| | - Darko Pucar
- grid.47100.320000000419368710Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT USA
| | - Robert Homer
- grid.47100.320000000419368710Department of Pathology, Yale School of Medicine, New Haven, CT USA
| | - Mridu Gulati
- grid.47100.320000000419368710Seciton of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, CT USA
| | - Edward J. Miller
- grid.47100.320000000419368710Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, CT USA
| | - Marcus Bosenberg
- grid.47100.320000000419368710Department of Dermatology, Yale School of Medicine, New Haven, CT USA ,grid.47100.320000000419368710Department of Pathology, Yale School of Medicine, New Haven, CT USA ,grid.47100.320000000419368710Department of Immunobiology, Yale School of Medicine, New Haven, CT USA
| | - Richard A. Flavell
- grid.47100.320000000419368710Department of Immunobiology, Yale School of Medicine, New Haven, CT USA ,grid.47100.320000000419368710Howard Hughes Medical Institute, Yale University School of Medicine, New Haven, CT USA
| | - Brett King
- Department of Dermatology, Yale School of Medicine, New Haven, CT, USA.
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13
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McKee AS, Atif SM, Falta MT, Fontenot AP. Innate and Adaptive Immunity in Noninfectious Granulomatous Lung Disease. THE JOURNAL OF IMMUNOLOGY 2022; 208:1835-1843. [PMID: 35418504 PMCID: PMC9106315 DOI: 10.4049/jimmunol.2101159] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 02/08/2022] [Indexed: 11/19/2022]
Abstract
Sarcoidosis and chronic beryllium disease are noninfectious lung diseases that are characterized by the presence of noncaseating granulomatous inflammation. Chronic beryllium disease is caused by occupational exposure to beryllium containing particles, whereas the etiology of sarcoidosis is not known. Genetic susceptibility for both diseases is associated with particular MHC class II alleles, and CD4+ T cells are implicated in their pathogenesis. The innate immune system plays a critical role in the initiation of pathogenic CD4+ T cell responses as well as the transition to active lung disease and disease progression. In this review, we highlight recent insights into Ag recognition in chronic beryllium disease and sarcoidosis. In addition, we discuss the current understanding of the dynamic interactions between the innate and adaptive immune systems and their impact on disease pathogenesis.
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Affiliation(s)
- Amy S McKee
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO; and
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Shaikh M Atif
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO; and
| | - Michael T Falta
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO; and
| | - Andrew P Fontenot
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO; and
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO
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14
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Futami Y, Takeda Y, Koba T, Narumi R, Nojima Y, Ito M, Nakayama M, Ishida M, Yoshimura H, Naito Y, Fukushima K, Takimoto T, Edahiro R, Matsuki T, Nojima S, Hirata H, Koyama S, Iwahori K, Nagatomo I, Shirai Y, Suga Y, Satoh S, Futami S, Miyake K, Shiroyama T, Inoue Y, Adachi J, Tomonaga T, Ueda K, Kumanogoh A. CD14 and lipopolysaccharide-binding protein as novel biomarkers for sarcoidosis by proteomics of serum extracellular vesicles. Int Immunol 2022; 34:327-340. [PMID: 35294531 PMCID: PMC9166566 DOI: 10.1093/intimm/dxac009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 03/15/2022] [Indexed: 11/14/2022] Open
Abstract
Sarcoidosis is a complex, polygenic, inflammatory granulomatous multi-organ disease of unknown cause. The granulomatous inflammation in sarcoidosis is driven by the interplay between T cells and macrophages. Extracellular vesicles (EVs) play important roles in intercellular communication. We subjected serum EVs, isolated by size exclusion chromatography, from seven patients with sarcoidosis and five control subjects to non-targeted proteomics analysis. Non-targeted, label-free proteomics analysis detected 2292 proteins in serum EVs; 42 proteins were up-regulated in patients with sarcoidosis relative to control subjects; and 324 proteins were down-regulated. The protein signature of EVs from patients with sarcoidosis reflected disease characteristics such as antigen presentation and immunological disease. Candidate biomarkers were further verified by targeted proteomics analysis (selected reaction monitoring) in 46 patients and 10 control subjects. Notably, CD14 and lipopolysaccharide-binding protein (LBP) were validated by targeted proteomics analysis. Up-regulation of these proteins was further confirmed by immunoblotting, and their expression was strongly increased in macrophages of lung granulomatous lesions. Consistent with these findings, CD14 levels were increased in lipopolysaccharide-stimulated macrophages during multinucleation, concomitant with increased levels of CD14 and LBP in EVs. The area under the curve values of CD14 and LBP were 0.81 and 0.84, respectively, and further increased to 0.98 in combination with angiotensin-converting enzyme and soluble interleukin-2 receptor. These findings suggest that CD14 and LBP in serum EVs, which are associated with granulomatous pathogenesis, can improve the diagnostic accuracy in patients with sarcoidosis.
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Affiliation(s)
- Yu Futami
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Yoshito Takeda
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Taro Koba
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Ryohei Narumi
- Laboratory of Proteome Research, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Osaka, Japan
| | - Yosui Nojima
- Laboratory of Bioinformatics, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Osaka, Japan
| | - Mari Ito
- Laboratory of Bioinformatics, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Osaka, Japan
| | - Mana Nakayama
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Mimiko Ishida
- Laboratory of Proteome Research, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Osaka, Japan
| | - Hanako Yoshimura
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Yujiro Naito
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Kiyoharu Fukushima
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Takayuki Takimoto
- Department of Respiratory Internal Medicine, National Hospital Organization Kinki-Chuo Chest Medical Centre, Kita-Ku, Sakai, Osaka, Japan
| | - Ryuya Edahiro
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Tomonori Matsuki
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Satoshi Nojima
- Department of Pathology, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Haruhiko Hirata
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Shohei Koyama
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Kota Iwahori
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Izumi Nagatomo
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Yuya Shirai
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Yasuhiko Suga
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Shingo Satoh
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Shinji Futami
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Kotaro Miyake
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Takayuki Shiroyama
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan
| | - Yoshikazu Inoue
- Clinical Research Centre, National Hospital Organization Kinki-Chuo Chest Medical Centre, Nagasone-Cho, Kita-Ku, Osaka, Japan
| | - Jun Adachi
- Laboratory of Proteome Research, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Osaka, Japan
| | - Takeshi Tomonaga
- Laboratory of Proteome Research, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Osaka, Japan
| | - Koji Ueda
- Cancer Proteomics Group, Cancer Precision Medicine Centre, Japanese Foundation for Cancer Research, Ariake, Koto, Tokyo, Japan
| | - Atsushi Kumanogoh
- Department of Respiratory Medicine and Clinical Immunology, Osaka University, Graduate School of Medicine, Suita, Osaka, Japan.,Laboratory of Immunopathology, World Premier International Immunology Frontier Research Centre, Osaka University, Suita, Osaka, Japan.,Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives (OTRI), Osaka University, Suita, Osaka, Japan
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15
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Nienhuis WA, Grutters JC. Potential therapeutic targets to prevent organ damage in chronic pulmonary sarcoidosis. Expert Opin Ther Targets 2021; 26:41-55. [PMID: 34949145 DOI: 10.1080/14728222.2022.2022123] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Sarcoidosis is a granulomatous inflammatory disease with high chances of reduced quality of life, irreversible organ damage, and reduced life expectancy when vital organs are involved. Any organ system can be affected, and the lungs are most often affected. There is no preventive strategy as the exact etiology is unknown, and complex immunogenetic and environmental factors determine disease susceptibility and phenotype. Present-day treatment options originated from clinical practice and are effective in many patients. However, a substantial percentage of patients suffer from unacceptable side effects or still develop refractory, threatening pulmonary or extrapulmonary disease. AREAS COVERED As non-caseating granulomas, the pathological hallmark of disease, are assigned to divergent activation and regulation of the immune system, targets in relation to the possible triggers of granuloma formation and their sequelae were searched and reviewed. EXPERT OPINION :The immunopathogenesis underlying sarcoidosis has been a dynamic field of study. Several recent new insights give way to promising new therapeutic targets, such as certain antigenic triggers (e.g. from Aspergillus nidulans), mTOR, JAK-STAT and PPARγ pathways, the NRP2 receptor and MMP-12, which await further exploration. Clinical and trigger related phenotyping, and molecular endotyping in sarcoidosis will likely hold the key for precision medicine in the future.
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Affiliation(s)
- W A Nienhuis
- ILD Center of Excellence, Department of Pulmonology, St Antonius Hospital, Nieuwegein, The Netherlands
| | - J C Grutters
- ILD Center of Excellence, Department of Pulmonology, St Antonius Hospital, Nieuwegein, The Netherlands.,Division of Hearth and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
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16
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Bhargava M, Liao SY, Crouser ED, Maier LA, Leach SM. The landscape of transcriptomic and proteomic studies in sarcoidosis. ERJ Open Res 2021; 8:00621-2021. [PMID: 35237683 PMCID: PMC8883173 DOI: 10.1183/23120541.00621-2021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 11/16/2021] [Indexed: 11/05/2022] Open
Abstract
Sarcoidosis is a systemic disease with gene/protein expression patterns that may be different among different tissues, based on the presence or absence of granulomas, and on subphenotypes with progressive or nonprogressive disease manifestations. There is a growing body of data evaluating global transcriptomic changes across multiple tissue compartments in sarcoidosis. However, whether similar biological pathways are involved is unknown. Furthermore, an understanding of the transcriptional impact on the proteome is required to validate molecular pathways driving heterogeneity in sarcoidosis. The purpose of this study was to compare biological inferences from published datasets and explore the compartment specificity of these responses in sarcoidosis. Common pathways identified across datasets or tissue types may serve as convenient biomarkers and could lead to the discovery of novel therapeutic targets. Multiple overlapping pathways are identified in tissue, BAL cells, PBMCs and a sarcoidosis in vitro granuloma model. Inferences from omic studies are constrained by small sample sizes. Studies comparing differences between sarcoidosis phenotypes are needed.https://bit.ly/30NaHz4
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17
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Vukmirovic M, Yan X, Gibson KF, Gulati M, Schupp JC, DeIuliis G, Adams TS, Hu B, Mihaljinec A, Woolard TN, Lynn H, Emeagwali N, Herzog EL, Chen ES, Morris A, Leader JK, Zhang Y, Garcia JGN, Maier LA, Collman RG, Drake WP, Becich MJ, Hochheiser H, Wisniewski SR, Benos PV, Moller DR, Prasse A, Koth LL, Kaminski N. Transcriptomics of bronchoalveolar lavage cells identifies new molecular endotypes of sarcoidosis. Eur Respir J 2021; 58:2002950. [PMID: 34083402 PMCID: PMC9759791 DOI: 10.1183/13993003.02950-2020] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 04/20/2021] [Indexed: 11/05/2022]
Abstract
BACKGROUND Sarcoidosis is a multisystem granulomatous disease of unknown origin with a variable and often unpredictable course and pattern of organ involvement. In this study we sought to identify specific bronchoalveolar lavage (BAL) cell gene expression patterns indicative of distinct disease phenotypic traits. METHODS RNA sequencing by Ion Torrent Proton was performed on BAL cells obtained from 215 well-characterised patients with pulmonary sarcoidosis enrolled in the multicentre Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Weighted gene co-expression network analysis and nonparametric statistics were used to analyse genome-wide BAL transcriptome. Validation of results was performed using a microarray expression dataset of an independent sarcoidosis cohort (Freiburg, Germany; n=50). RESULTS Our supervised analysis found associations between distinct transcriptional programmes and major pulmonary phenotypic manifestations of sarcoidosis including T-helper type 1 (Th1) and Th17 pathways associated with hilar lymphadenopathy, transforming growth factor-β1 (TGFB1) and mechanistic target of rapamycin (MTOR) signalling with parenchymal involvement, and interleukin (IL)-7 and IL-2 with airway involvement. Our unsupervised analysis revealed gene modules that uncovered four potential sarcoidosis endotypes including hilar lymphadenopathy with increased acute T-cell immune response; extraocular organ involvement with PI3K activation pathways; chronic and multiorgan disease with increased immune response pathways; and multiorgan involvement, with increased IL-1 and IL-18 immune and inflammatory responses. We validated the occurrence of these endotypes using gene expression, pulmonary function tests and cell differentials from Freiburg. CONCLUSION Taken together, our results identify BAL gene expression programmes that characterise major pulmonary sarcoidosis phenotypes and suggest the presence of distinct disease molecular endotypes.
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Affiliation(s)
- Milica Vukmirovic
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
- Dept of Medicine, Division of Respirology, McMaster University, Hamilton, ON, Canada
- Equally contributing authors
| | - Xiting Yan
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
- Dept of Biostatistics, Yale School of Public Health, New Haven, CT, USA
- Equally contributing authors
| | - Kevin F Gibson
- Dept of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, US
| | - Mridu Gulati
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Jonas C Schupp
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Giuseppe DeIuliis
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Taylor S Adams
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Buqu Hu
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Antun Mihaljinec
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Tony N Woolard
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Heather Lynn
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
- University of Arizona Health Sciences, Tucson, AZ, USA
| | - Nkiruka Emeagwali
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Erica L Herzog
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
| | | | - Alison Morris
- Dept of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, US
| | - Joseph K Leader
- Dept of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Yingze Zhang
- Dept of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, US
| | | | | | | | | | - Michael J Becich
- Dept of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Harry Hochheiser
- Dept of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Steven R Wisniewski
- Dept of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, US
| | - Panayiotis V Benos
- Dept of Computational and Systems Biology and Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Antje Prasse
- Hannover Medical School (MHH), Hannover, Germany
- Fraunhofer ITEM, Hannover, Germany
| | - Laura L Koth
- University of California San Francisco, San Francisco, CA, USA
| | - Naftali Kaminski
- Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA
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18
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Affiliation(s)
- Marjolein Drent
- From the Interstitial Lung Diseases (ILD) Center of Excellence, Department of Pulmonology, St. Antonius Hospital, Nieuwegein, the Department of Pharmacology and Toxicology, Faculty of Health and Life Sciences, Maastricht University, Maastricht, and the ILD Care Foundation Research Team, Ede - all in the Netherlands (M.D.); the Division of Pulmonary, Critical Care, and Sleep Medicine, Ohio State University, Columbus (E.D.C.); and the Respiratory Medicine Division, Department of Medicine Solna, and the Center for Molecular Medicine, Karolinska Institutet, and Respiratory Medicine, Theme Inflammation and Aging, Karolinska University Hospital - both in Stockholm (J.G.)
| | - Elliott D Crouser
- From the Interstitial Lung Diseases (ILD) Center of Excellence, Department of Pulmonology, St. Antonius Hospital, Nieuwegein, the Department of Pharmacology and Toxicology, Faculty of Health and Life Sciences, Maastricht University, Maastricht, and the ILD Care Foundation Research Team, Ede - all in the Netherlands (M.D.); the Division of Pulmonary, Critical Care, and Sleep Medicine, Ohio State University, Columbus (E.D.C.); and the Respiratory Medicine Division, Department of Medicine Solna, and the Center for Molecular Medicine, Karolinska Institutet, and Respiratory Medicine, Theme Inflammation and Aging, Karolinska University Hospital - both in Stockholm (J.G.)
| | - Johan Grunewald
- From the Interstitial Lung Diseases (ILD) Center of Excellence, Department of Pulmonology, St. Antonius Hospital, Nieuwegein, the Department of Pharmacology and Toxicology, Faculty of Health and Life Sciences, Maastricht University, Maastricht, and the ILD Care Foundation Research Team, Ede - all in the Netherlands (M.D.); the Division of Pulmonary, Critical Care, and Sleep Medicine, Ohio State University, Columbus (E.D.C.); and the Respiratory Medicine Division, Department of Medicine Solna, and the Center for Molecular Medicine, Karolinska Institutet, and Respiratory Medicine, Theme Inflammation and Aging, Karolinska University Hospital - both in Stockholm (J.G.)
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19
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Autophagy and Mitophagy-Related Pathways at the Crossroads of Genetic Pathways Involved in Familial Sarcoidosis and Host-Pathogen Interactions Induced by Coronaviruses. Cells 2021; 10:cells10081995. [PMID: 34440765 PMCID: PMC8393644 DOI: 10.3390/cells10081995] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 07/16/2021] [Accepted: 07/29/2021] [Indexed: 12/12/2022] Open
Abstract
Sarcoidosis is a multisystem disease characterized by the development and accumulation of granulomas, the hallmark of an inflammatory process induced by environmental and/or infectious and or genetic factors. This auto-inflammatory disease mainly affects the lungs, the gateway to environmental aggressions and viral infections. We have shown previously that genetic predisposition to sarcoidosis occurring in familial cases is related to a large spectrum of pathogenic variants with, however, a clustering around mTOR (mammalian Target Of Rapamycin)-related pathways and autophagy regulation. The context of the COVID-19 pandemic led us to evaluate whether such genetic defects may increase the risk of a severe course of SARS-CoV2 infection in patients with sarcoidosis. We extended a whole exome screening to 13 families predisposed to sarcoidosis and crossed the genes sharing mutations with the list of genes involved in the SARS-CoV2 host-pathogen protein-protein interactome. A similar analysis protocol was applied to a series of 100 healthy individuals. Using ENRICH.R, a comprehensive gene set enrichment web server, we identified the functional pathways represented in the set of genes carrying deleterious mutations and confirmed the overrepresentation of autophagy- and mitophagy-related functions in familial cases of sarcoidosis. The same protocol was applied to the set of genes common to sarcoidosis and the SARS-CoV2-host interactome and found a significant enrichment of genes related to mitochondrial factors involved in autophagy, mitophagy, and RIG-I-like (Retinoic Acid Inducible Gene 1) Receptor antiviral response signaling. From these results, we discuss the hypothesis according to which sarcoidosis is a model for studying genetic abnormalities associated with host response to viral infections as a consequence of defects in autophagy and mitophagy processes.
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20
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Tofacitinib as a Steroid-Sparing Therapy in Pulmonary Sarcoidosis, an Open-Label Prospective Proof-of-Concept Study. Lung 2021; 199:147-153. [PMID: 33825964 DOI: 10.1007/s00408-021-00436-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 03/04/2021] [Indexed: 12/12/2022]
Abstract
This is a prospective, open-label, proof-of-concept study of tofacitinib, a Janus kinase inhibitor, as a steroid-sparing therapy in corticosteroid-dependent pulmonary sarcoidosis. Five patients with corticosteroid-dependent pulmonary sarcoidosis were treated with tofacitinib 5 mg twice daily. The primary endpoint was a ≥ 50% reduction in corticosteroids at week 16 with no worsening in pulmonary function or respiratory symptoms. 60% of patients (3/5) met the primary endpoint. One patient was lost to follow up prior to steroid taper, and another was withdrawn due to worsening of known neurosarcoidosis. The three patients who met the primary endpoint each tapered to ≤ 5 mg/day prednisone, respiratory symptoms improved, and spirometry remained stable. In this proof-of-concept study, the addition of a JAK-inhibitor allowed 60% of patients with pulmonary sarcoidosis to successfully taper corticosteroids. JAK-inhibitors are a promising therapy for pulmonary sarcoidosis, which require further investigation in randomized trials.Trial Registration clinicaltrials.gov NCT03793439; registered Jan 4, 2019.
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21
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Crouser ED, Locke LW, Julian MW, Bicer S, Sadee W, White P, Schlesinger LS. Phagosome-regulated mTOR signalling during sarcoidosis granuloma biogenesis. Eur Respir J 2021; 57:13993003.02695-2020. [PMID: 32943400 DOI: 10.1183/13993003.02695-2020] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 09/03/2020] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Sarcoidosis and tuberculosis are granulomatous pulmonary diseases characterised by heightened immune reactivity to Mycobacterium tuberculosis antigens. We hypothesised that an unsupervised analysis comparing the molecular characteristics of granulomas formed in response to M. tuberculosis antigens in patients with sarcoidosis or latent tuberculosis infection (LTBI) would provide novel insights into the pathogenesis of sarcoidosis. METHODS A genomic analysis identified differentially expressed genes in granuloma-like cell aggregates formed by sarcoidosis (n=12) or LTBI patients (n=5) in an established in vitro human granuloma model wherein peripheral blood mononuclear cells were exposed to M. tuberculosis antigens (beads coated with purified protein derivative) and cultured for 7 days. Pathway analysis of differentially expressed genes identified canonical pathways, most notably antigen processing and presentation via phagolysosomes, as a prominent pathway in sarcoidosis granuloma formation. The phagolysosomal pathway promoted mechanistic target of rapamycin complex 1 (mTORc1)/STAT3 signal transduction. Thus, granuloma formation and related immune mediators were evaluated in the absence or presence of various pre-treatments known to prevent phagolysosome formation (chloroquine) or phagosome acidification (bafilomycin A1) or directly inhibit mTORc1 activation (rapamycin). RESULTS In keeping with genomic analyses indicating enhanced phagolysosomal activation and predicted mTORc1 signalling, it was determined that sarcoidosis granuloma formation and related inflammatory mediator release was dependent upon phagolysosome assembly and acidification and mTORc1/S6/STAT3 signal transduction. CONCLUSIONS Sarcoidosis granulomas exhibit enhanced and sustained intracellular antigen processing and presentation capacities, and related phagolysosome assembly and acidification are required to support mTORc1 signalling to promote sarcoidosis granuloma formation.
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Affiliation(s)
- Elliott D Crouser
- Division of Pulmonary, Critical Care, and Sleep Medicine, The Dorothy M. Davis Heart and Lung Research Institute, Columbus, OH, USA
| | - Landon W Locke
- Dept of Microbial Infection and Immunity, Center for Microbial Interface Biology, Columbus, OH, USA
| | - Mark W Julian
- Division of Pulmonary, Critical Care, and Sleep Medicine, The Dorothy M. Davis Heart and Lung Research Institute, Columbus, OH, USA
| | - Sabahattin Bicer
- Division of Pulmonary, Critical Care, and Sleep Medicine, The Dorothy M. Davis Heart and Lung Research Institute, Columbus, OH, USA
| | - Wolfgang Sadee
- Dept of Cancer Biology and Genetics, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Peter White
- The Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA.,Dept of Pediatrics, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
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22
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Rosenbaum JT, Harrington CA, Searles RP, Fei SS, Zaki A, Arepalli S, Paley MA, Hassman LM, Vitale AT, Conrady CD, Keath P, Mitchell C, Watson L, Planck SR, Martin TM, Choi D. Revising the Diagnosis of Idiopathic Uveitis by Peripheral Blood Transcriptomics. Am J Ophthalmol 2021; 222:15-23. [PMID: 32941857 DOI: 10.1016/j.ajo.2020.09.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 09/03/2020] [Accepted: 09/04/2020] [Indexed: 12/20/2022]
Abstract
PURPOSE To test the hypothesis that idiopathic uveitis can be categorized into subtypes based on gene expression from blood. DESIGN Case control study. METHODS We applied RNA-Seq to peripheral blood from patients with uveitis associated with 1 of 4 systemic diseases, including axial spondyloarthritis (n = 17), sarcoidosis (n = 13), inflammatory bowel disease (n = 12), tubulo-interstitial nephritis with uveitis (n = 10), or idiopathic uveitis (n = 38) as well as 18 healthy control subjects evaluated predominantly at Oregon Health and Science University. A high-dimensional negative binomial regression model implemented in the edgeR R package compared each disease group with the control subjects. The 20 most distinctive genes for each diagnosis were extracted. Of 80 genes, there were 75 unique genes. A classification algorithm was developed by fitting a gradient boosting tree with 5-fold cross-validation. Messenger RNA from subjects with idiopathic uveitis were analyzed to see if any fit clinically and by gene expression pattern with one of the diagnosable entities. RESULTS For uveitis associated with a diagnosable systemic disease, gene expression profiling achieved an overall accuracy of 85% (balanced average of sensitivity plus specificity, P < .001). Although most patients with idiopathic uveitis presumably have none of these 4 associated systemic diseases, gene expression profiles helped to reclassify 11 of 38 subjects. CONCLUSIONS Peripheral blood gene expression profiling is a potential adjunct in accurate differential diagnosis of the cause of uveitis. Validation of these results and characterization of the gene expression profile from additional discrete diagnoses could enhance the value of these observations.
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Affiliation(s)
- James T Rosenbaum
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA; Department of Medicine, Oregon Health and Science University, Portland, Oregon, USA; Department of Cell Biology, Oregon Health and Science University, Portland, Oregon, USA; Legacy Devers Eye Institute, Portland, Oregon, USA.
| | - Christina A Harrington
- Integrated Genomics Laboratory, Oregon Health and Science University, Portland, Oregon, USA; Department of Molecular and Medical Genetics, Oregon Health and Science University, Portland, Oregon, USA
| | - Robert P Searles
- Integrated Genomics Laboratory, Oregon Health and Science University, Portland, Oregon, USA
| | - Suzanne S Fei
- Bioinformatics and Biostatistics Core, Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, Oregon, USA
| | - Amr Zaki
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Sruthi Arepalli
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Michael A Paley
- Division of Rheumatology, Department of Medicine, Washington University School of Medicine, St Louis, Missouri, USA
| | - Lynn M Hassman
- Department of Ophthalmology, Washington University, St Louis, Missouri, USA
| | - Albert T Vitale
- Department of Ophthalmology and Visual Sciences, John A. Moran Eye Center, University of Utah, Salt Lake City, Utah, USA
| | - Christopher D Conrady
- Department of Ophthalmology and Visual Sciences, John A. Moran Eye Center, University of Utah, Salt Lake City, Utah, USA
| | - Puthyda Keath
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Claire Mitchell
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Lindsey Watson
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Stephen R Planck
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Tammy M Martin
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA; Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, Oregon, USA
| | - Dongseok Choi
- Department of Ophthalmology/Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA; Department of Medicine, Oregon Health and Science University, Portland, Oregon, USA; Oregon Health and Science University-Portland State University School of Public Health, Oregon Health and Science University, Portland, Oregon, USA; Graduate School of Dentistry, Kyung Hee University, Seoul, Korea
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23
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Obi ON, Lower EE, Baughman RP. Biologic and advanced immunomodulating therapeutic options for sarcoidosis: a clinical update. Expert Rev Clin Pharmacol 2021; 14:179-210. [PMID: 33487042 DOI: 10.1080/17512433.2021.1878024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Introduction: Sarcoidosis is a multi-organ disease with a wide range of clinical manifestations and outcomes. A quarter of sarcoidosis patients require long-term treatment for chronic disease. In this group, corticosteroids and cytotoxic agents be insufficient to control diseaseAreas covered: Several biologic agents have been studied for treatment of chronic pulmonary and extra-pulmonary disease. A review of the available literature was performed searching PubMed and an expert opinion regarding specific therapy was developed.Expert opinion: These agents have the potential of treating patients who have progressive disease. Many of these agents have different mechanisms of action, response rates, and toxicity profiles.
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Affiliation(s)
- Ogugua Ndili Obi
- Division of Pulmonary Critical Care and Sleep Medicine, Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Elyse E Lower
- Department of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Robert P Baughman
- Department of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
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24
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Boleto G, Vieira M, Desbois AC, Saadoun D, Cacoub P. Emerging Molecular Targets for the Treatment of Refractory Sarcoidosis. Front Med (Lausanne) 2020; 7:594133. [PMID: 33330556 PMCID: PMC7732552 DOI: 10.3389/fmed.2020.594133] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 11/02/2020] [Indexed: 12/19/2022] Open
Abstract
Sarcoidosis is a multisystem granulomatous disease of unknown origin that has variable clinical course and can affect nearly any organ. It has a chronic course in about 25% of patients. Corticosteroids (CS) are the cornerstone of therapy but their long-term use is associated with cumulative toxicity. Commonly used CS-sparing agents include methotrexate, cyclophosphamide, azathioprine, and mycophenolate mofetil. Twenty to forty percentage of sarcoidosis patients are refractory to these therapies or develop severe adverse events. Therefore, additional and targeted CS-sparing agents are needed for chronic sarcoidosis. Macrophage activation, interferon response, and formation of the granuloma are mainly mediated by T helper-1 responses. Different pro-inflammatory cytokines such as interleukin (IL)-8, IL-12, IL-6, and tumor necrosis factor-alpha (TNF-α) have been shown to be highly expressed in sarcoidosis-affected tissues. As a result of increased production of these cytokines, Janus kinase-signal transducer and activator of transcription (JAK-STAT) signaling is constitutively active in sarcoidosis. Several studies of biological agents that target TNF-α have reported their efficacy and appear today as a second line option in refractory sarcoidosis. Some case series report a positive effect of tocilizumab an anti-IL-6 monoclonal antibody in this setting. More recently, JAK inhibition appears as a new promising strategy. This review highlights key advances on the management of chronic refractory sarcoidosis. Novel therapeutic strategies and treatment agents to manage the disease are described.
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Affiliation(s)
- Gonçalo Boleto
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Department of Internal Medicine and Clinical Immunology, Paris, France.,Centre de Référence des Maladies Auto-Immunes et Systémiques Rares, Centre de Référence des Maladies Auto-Inflammatoires et de l'Amylose, Bordeaux, France
| | - Matheus Vieira
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Department of Internal Medicine and Clinical Immunology, Paris, France.,Centre de Référence des Maladies Auto-Immunes et Systémiques Rares, Centre de Référence des Maladies Auto-Inflammatoires et de l'Amylose, Bordeaux, France
| | - Anne Claire Desbois
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Department of Internal Medicine and Clinical Immunology, Paris, France.,Centre de Référence des Maladies Auto-Immunes et Systémiques Rares, Centre de Référence des Maladies Auto-Inflammatoires et de l'Amylose, Bordeaux, France.,Sorbonne Université, UPMC Univ Paris 06, UMR 7211, Inflammation-Immunopathology-Biotherapy Department (DHU i2B), Paris, France.,INSERM, UMR_S 959, Paris, France.,CNRS, FRE3632, Paris, France
| | - David Saadoun
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Department of Internal Medicine and Clinical Immunology, Paris, France.,Centre de Référence des Maladies Auto-Immunes et Systémiques Rares, Centre de Référence des Maladies Auto-Inflammatoires et de l'Amylose, Bordeaux, France.,Sorbonne Université, UPMC Univ Paris 06, UMR 7211, Inflammation-Immunopathology-Biotherapy Department (DHU i2B), Paris, France.,INSERM, UMR_S 959, Paris, France.,CNRS, FRE3632, Paris, France
| | - Patrice Cacoub
- AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Department of Internal Medicine and Clinical Immunology, Paris, France.,Centre de Référence des Maladies Auto-Immunes et Systémiques Rares, Centre de Référence des Maladies Auto-Inflammatoires et de l'Amylose, Bordeaux, France.,Sorbonne Université, UPMC Univ Paris 06, UMR 7211, Inflammation-Immunopathology-Biotherapy Department (DHU i2B), Paris, France.,INSERM, UMR_S 959, Paris, France.,CNRS, FRE3632, Paris, France
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25
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Guerrero CR, Maier LA, Griffin TJ, Higgins L, Najt CP, Perlman DM, Bhargava M. Application of Proteomics in Sarcoidosis. Am J Respir Cell Mol Biol 2020; 63:727-738. [PMID: 32804537 DOI: 10.1165/rcmb.2020-0070ps] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 08/17/2020] [Indexed: 02/03/2023] Open
Abstract
Sarcoidosis is a multisystem disease with heterogeneity in manifestations and outcomes. System-level studies leveraging "omics" technologies are expected to define mechanisms contributing to sarcoidosis heterogeneous manifestations and course. With improvements in mass spectrometry (MS) and bioinformatics, it is possible to study protein abundance for a large number of proteins simultaneously. Contemporary fast-scanning MS enables the acquisition of spectral data for deep coverage of the proteins with data-dependent or data-independent acquisition MS modes. Studies leveraging MS-based proteomics in sarcoidosis have characterized BAL fluid (BALF), alveolar macrophages, plasma, and exosomes. These studies identified several differentially expressed proteins, including protocadherin-2 precursor, annexin A2, pulmonary surfactant A2, complement factors C3, vitamin-D-binding protein, cystatin B, and amyloid P, comparing subjects with sarcoidosis with control subjects. Other studies identified ceruloplasmin, complement factors B, C3, and 1, and others with differential abundance in sarcoidosis compared with other interstitial lung diseases. Using quantitative proteomics, most recent studies found differences in PI3K/Akt/mTOR, MAP kinase, pluripotency-associated transcriptional factor, and hypoxia response pathways. Other studies identified increased clathrin-mediated endocytosis and Fcγ receptor-mediated phagocytosis pathways in sarcoidosis alveolar macrophages. Although studies in mixed BAL and blood cells or plasma are limited, some of the changes in lung compartment are detected in the blood cells and plasma. We review proteomics for sarcoidosis with a focus on the existing MS data acquisition strategies, bioinformatics for spectral data analysis to infer protein identity and quantity, unique aspects about biospecimen collection and processing for lung-related proteomics, and proteomics studies conducted to date in sarcoidosis.
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Affiliation(s)
- Candance R Guerrero
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences and
| | - Lisa A Maier
- Division of Environmental and Occupational Health Sciences, National Jewish Health, Denver, Colorado
| | - Timothy J Griffin
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences and
| | - LeeAnn Higgins
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences and
| | - Charles P Najt
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences and
| | - David M Perlman
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Minnesota, Minneapolis, Minnesota; and
| | - Maneesh Bhargava
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Minnesota, Minneapolis, Minnesota; and
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26
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Abstract
PURPOSE OF REVIEW Sarcoidosis is a systemic disease characterized by granulomatous inflammation of unknown cause. There is extensive heterogeneity between patients with respect to the number and types of organs involved, disease course, and response to therapy. Recent research in the field has leveraged 'omics' techniques such as transcriptomics to identify important 'molecular profiles' in the disease. These tools may help in identifying clinically useful biomarkers and targets for therapy. RECENT FINDINGS Several studies have used gene expression profiling of predesignated lists or the entire genome to find genes and markers that differentiate sarcoidosis from healthy controls, but only a few have compared sarcoidosis patients based on disease phenotypes and organ involvement. The common gene pathways that have been repeatedly identified include those related to the interferon response, T-cell receptor signaling, and the major histocompatibility complex. SUMMARY While the molecular profiling studies to date offer the ability to compare sarcoidosis and health as well as across tissues, further longitudinal studies that include sarcoidosis patients with varying outcomes with respect to organ involvement and response to treatment are needed to identify clinically important phenotypes in the disease that can then be differentiated based on molecular features.
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Affiliation(s)
- Nicholas K. Arger
- University of California, San Francisco, Division of Pulmonary and Critical Care, 505 Parnassus Ave, San Francisco, CA 94143, USA
| | - Brian O’Connor
- National Jewish Health, Center for Genes, Environment, & Health, 1400 Jackson St, Denver, CO 80206, USA
| | - Laura L. Koth
- University of California, San Francisco, Division of Pulmonary and Critical Care, 505 Parnassus Ave, San Francisco, CA 94143, USA
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27
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Garman L, Montgomery CG, Rivera NV. Recent advances in sarcoidosis genomics: epigenetics, gene expression, and gene by environment (G × E) interaction studies. Curr Opin Pulm Med 2020; 26:544-553. [PMID: 32701681 PMCID: PMC7735660 DOI: 10.1097/mcp.0000000000000719] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
PURPOSE OF REVIEW We aim to review the most recent findings in genomics of sarcoidosis and highlight the gaps in the field. RECENT FINDINGS Original explorations of sarcoidosis subphenotypes, including cases associated with the World Trade Center and ocular sarcoidosis, have identified novel risk loci. Innovative gene--environment interaction studies utilizing modern analytical techniques have discovered risk loci associated with smoking and insecticide exposure. The application of whole-exome sequencing has identified genetic variants associated with persistent sarcoidosis and rare functional variations. A single epigenomics study has provided background knowledge of DNA methylation mechanisms in comparison with gene expression data. The application of machine-learning techniques has suggested new drug repositioning for the treatment of sarcoidosis. Several gene expression studies have identified prominent inflammatory pathways enriched in the affected tissue. SUMMARY Certainly, sarcoidosis research has recently advanced in the exploration of disease subphenotypes, utilizing novel analytical techniques, and including measures of clinical variation. Nevertheless, large-scale and diverse cohorts investigated with advanced sequencing methods, such as whole-genome and single-cell RNA sequencing, epigenomics, and meta-analysis coupled with cutting-edge analytic approaches, when employed, will broaden and translate genomics findings into clinical applications, and ultimately open venues for personalized medicine.
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Affiliation(s)
- Lori Garman
- Department of Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK
| | - Courtney G. Montgomery
- Department of Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK
| | - Natalia V. Rivera
- Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
- Rheumatology Division, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
- Center of Molecular Medicine (CMM), Karolinska Institutet, Stockholm, Sweden
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28
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Kraaijvanger R, Janssen Bonás M, Vorselaars ADM, Veltkamp M. Biomarkers in the Diagnosis and Prognosis of Sarcoidosis: Current Use and Future Prospects. Front Immunol 2020; 11:1443. [PMID: 32760396 PMCID: PMC7372102 DOI: 10.3389/fimmu.2020.01443] [Citation(s) in RCA: 78] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 06/03/2020] [Indexed: 12/15/2022] Open
Abstract
Sarcoidosis is a heterogeneous disease in terms of presentation, duration, and severity. Due to this heterogeneity, it is difficult to align treatment decisions. Biomarkers have proved to be useful for the diagnosis and prognosis of many diseases, and over the years, many biomarkers have been proposed to facilitate diagnosis, prognosis, and treatment decisions. Unfortunately, the ideal biomarker for sarcoidosis has not yet been discovered. The most commonly used biomarkers are serum and bronchoalveolar lavage biomarkers, but these lack the necessary specificity and sensitivity. In sarcoidosis, therefore, a combination of these biomarkers is often used to establish a proper diagnosis or detect possible progression. Other potential biomarkers include imaging tools and cell signaling pathways. Fluor-18-deoxyglucose positron emission tomography and high-resolution computed tomography have been proven to be more sensitive for the diagnosis and prognosis of both pulmonary and cardiac sarcoidosis than the serum biomarkers ACE and sIL-2R. There is an upcoming role for exploration of signaling pathways in sarcoidosis pathogenesis. The JAK/STAT and mTOR pathways in particular have been investigated because of their role in granuloma formation. The activation of these signaling pathways also proved to be a specific biomarker for the prognosis of sarcoidosis. Furthermore, both imaging and cell signaling biomarkers also enable patients who might benefit from a particular type of treatment to be distinguished from those who will not. In conclusion, the diagnostic and prognostic path of sarcoidosis involves many different types of existing and new biomarker. Research addressing biomarkers and disease pathology is ongoing in order to find the ideal sensitive and specific biomarker for this disease.
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Affiliation(s)
- Raisa Kraaijvanger
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Nieuwegein, Netherlands
| | - Montse Janssen Bonás
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Nieuwegein, Netherlands
| | - Adriane D. M. Vorselaars
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Nieuwegein, Netherlands
| | - Marcel Veltkamp
- Department of Pulmonology, ILD Center of Excellence, St. Antonius Hospital, Nieuwegein, Netherlands
- Department of Pulmonology, University Medical Center, Utrecht, Netherlands
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29
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Wang A, Singh K, Ibrahim W, King B, Damsky W. The Promise of JAK Inhibitors for Treatment of Sarcoidosis and Other Inflammatory Disorders with Macrophage Activation: A Review of the Literature. THE YALE JOURNAL OF BIOLOGY AND MEDICINE 2020; 93:187-195. [PMID: 32226347 PMCID: PMC7087061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Certain inflammatory disorders are characterized by macrophage activation and accumulation in tissue; sometimes leading to the formation of granulomas, as in sarcoidosis. These disorders are often difficult to treat and more effective, molecularly targeted therapies are needed. Recent work has shown that overproduction of inflammatory cytokines, such as interferon gamma (IFN-γ) leading to constitutive activation of the JAK-STAT pathway may be a conserved feature of these disorders. Use of JAK inhibitors, which can block these signals, has resulted in dramatic improvement in several patients with sarcoidosis. JAK inhibitors also appear to have activity in other inflammatory disorders with macrophage activation including hemophagocytic lymphohistiocystosis, Crohn's disease, granuloma annulare, and necrobiosis lipoidica. Here, we review the role of JAK dependent cytokines in macrophage activation and granuloma formation and the clinical evidence supporting the use of JAK inhibition in these disorders. Ongoing efforts to evaluate role of JAK inhibitors in these disorders is also discussed.
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Affiliation(s)
- Alice Wang
- Department of Dermatology, Yale School of Medicine, New Haven, CT
| | - Katelyn Singh
- Department of Dermatology, Yale School of Medicine, New Haven, CT
| | - Wael Ibrahim
- Department of Pathology, Yale School of Medicine, New Haven, CT
| | - Brett King
- Department of Dermatology, Yale School of Medicine, New Haven, CT
| | - William Damsky
- Department of Dermatology, Yale School of Medicine, New Haven, CT
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30
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Pacheco Y, Lim CX, Weichhart T, Valeyre D, Bentaher A, Calender A. Sarcoidosis and the mTOR, Rac1, and Autophagy Triad. Trends Immunol 2020; 41:286-299. [PMID: 32122794 DOI: 10.1016/j.it.2020.01.007] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 01/21/2020] [Accepted: 01/23/2020] [Indexed: 12/16/2022]
Abstract
Sarcoidosis is an enigmatic multisystem disease characterized by the development and accumulation of granulomas: a compact collection of macrophages that have differentiated into epithelioid cells and which are associated with T helper (Th)1 and Th17 cells. Although no single causative factor has been shown to underlie sarcoidosis in humans, its etiology has been related to microbial, environmental, and genetic factors. We examine how these factors play a role in sarcoidosis pathogenesis. Specifically, we propose that dysfunction of mTOR, Rac1, and autophagy-related pathways not only hampers pathogen or nonorganic particle clearance but also participates in T cell and macrophage dysfunction, driving granuloma formation. This concept opens new avenues for potentially treating sarcoidosis and may serve as a blueprint for other granulomatous disorders.
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Affiliation(s)
- Yves Pacheco
- Inflammation and Immunity of the Respiratory Epithelium - EA7426 (PI3) - South Medical University Hospital - Lyon 1 Claude Bernard University, Pierre-Bénite, France
| | - Clarice X Lim
- Center for Pathobiochemistry and Genetics, Institute of Medical Genetics, Medical University of Vienna, Vienna, Austria
| | - Thomas Weichhart
- Center for Pathobiochemistry and Genetics, Institute of Medical Genetics, Medical University of Vienna, Vienna, Austria
| | - Dominique Valeyre
- Department of Pulmonology, Avicenne Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), EA-2363, Université Paris 13, Bobigny, France
| | - Abderrazzak Bentaher
- Inflammation and Immunity of the Respiratory Epithelium - EA7426 (PI3) - South Medical University Hospital - Lyon 1 Claude Bernard University, Pierre-Bénite, France
| | - Alain Calender
- Inflammation and Immunity of the Respiratory Epithelium - EA7426 (PI3) - South Medical University Hospital - Lyon 1 Claude Bernard University, Pierre-Bénite, France; Department of Molecular and Medical Genetics, Hospices Civils de Lyon, University Hospital, Bron, France.
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31
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Jamilloux Y, El Jammal T, Vuitton L, Gerfaud-Valentin M, Kerever S, Sève P. JAK inhibitors for the treatment of autoimmune and inflammatory diseases. Autoimmun Rev 2019; 18:102390. [PMID: 31520803 DOI: 10.1016/j.autrev.2019.102390] [Citation(s) in RCA: 161] [Impact Index Per Article: 32.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 06/04/2019] [Indexed: 02/07/2023]
Abstract
Cytokines play a central role in the pathophysiology of autoimmune and inflammatory diseases. Several cytokines signal through the JAK-STAT pathway, which is now recognized as a major target to inhibit the effect of a wide array of cytokines. JAK inhibitors are increasingly used in the setting of inflammatory and autoimmune diseases. While the currently approved drugs are panJAK inhibitors, more selective small molecules are being developed and tested in various rheumatic disorders. In this extensive review, we present evidence- or hypothesis-based perspectives for these drugs in various rheumatologic conditions, such as rheumatoid arthritis, systemic lupus erythematosus, giant cell arteritis, and autoinflammatory diseases.
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Affiliation(s)
- Yvan Jamilloux
- Department of Internal Medicine, Lyon University Hospital, Lyon, France.
| | - Thomas El Jammal
- Department of Internal Medicine, Lyon University Hospital, Lyon, France
| | - Lucine Vuitton
- Department of Gastroenterology, Besancon University Hospital, Besancon, France
| | | | - Sébastien Kerever
- Department of Anesthesiology and Critical Care, Lariboisière University Hospital, AP-HP, ECSTRA Team, CRESS, Epidemiology and Statistics Center, Sorbonne Paris Cité, UMR 1153, INSERM, University Denis Diderot - Paris VII, Paris, France
| | - Pascal Sève
- Department of Internal Medicine, Lyon University Hospital, Lyon, France
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32
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Bennett D, Bargagli E, Refini RM, Rottoli P. New concepts in the pathogenesis of sarcoidosis. Expert Rev Respir Med 2019; 13:981-991. [DOI: 10.1080/17476348.2019.1655401] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- David Bennett
- Respiratory Diseases and Lung Transplantation Unit, Azienda Ospedaliera Universitaria Senese, Siena, Italy
| | - Elena Bargagli
- Respiratory Diseases and Lung Transplantation Unit, Azienda Ospedaliera Universitaria Senese, Siena, Italy
- Department of Medical and Surgical Sciences & Neurosciences, University of Siena, Siena, Italy
| | - Rosa Metella Refini
- Respiratory Diseases and Lung Transplantation Unit, Azienda Ospedaliera Universitaria Senese, Siena, Italy
- Department of Medical and Surgical Sciences & Neurosciences, University of Siena, Siena, Italy
| | - Paola Rottoli
- Department of Medical and Surgical Sciences & Neurosciences, University of Siena, Siena, Italy
- Regional Coordinator for Rare Respiratory Diseases for Tuscany, Azienda Ospedaliera Universitaria Senese, Siena, Italy
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Abstract
Sarcoidosis is an inflammatory disorder of unknown cause that is characterized by granuloma formation in affected organs, most often in the lungs. Patients frequently suffer from cough, shortness of breath, chest pain and pronounced fatigue and are at risk of developing lung fibrosis or irreversible damage to other organs. The disease develops in genetically predisposed individuals with exposure to an as-yet unknown antigen. Genetic factors affect not only the risk of developing sarcoidosis but also the disease course, which is highly variable and difficult to predict. The typical T cell accumulation, local T cell immune response and granuloma formation in the lungs indicate that the inflammatory response in sarcoidosis is induced by specific antigens, possibly including self-antigens, which is consistent with an autoimmune involvement. Diagnosis can be challenging for clinicians because of the potential for almost any organ to be affected. As the aetiology of sarcoidosis is unknown, no specific treatment and no pathognomic markers exist. Thus, improved biomarkers to determine disease activity and to identify patients at risk of developing fibrosis are needed. Corticosteroids still constitute the first-line treatment, but new treatment strategies, including those targeting quality-of-life issues, are being evaluated and should yield appropriate, personalized and more effective treatments.
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Damsky W, Thakral D, McGeary MK, Leventhal J, Galan A, King B. Janus kinase inhibition induces disease remission in cutaneous sarcoidosis and granuloma annulare. J Am Acad Dermatol 2019; 82:612-621. [PMID: 31185230 DOI: 10.1016/j.jaad.2019.05.098] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 05/20/2019] [Accepted: 05/24/2019] [Indexed: 12/17/2022]
Abstract
BACKGROUND Sarcoidosis and granuloma annulare (GA) are cutaneous granulomatous disorders that can be difficult to treat. There is evidence of underlying Janus kinase (JAK)-signal transducer and activator of transcription (STAT) pathway activation in sarcoidosis, suggesting that JAK inhibition might be effective. OBJECTIVE To evaluate treatment with tofacitinib, a JAK inhibitor, in patients with recalcitrant sarcoidosis and GA. METHODS A prospective evaluation of tofacitinib in 4 consecutive patients with recalcitrant cutaneous sarcoidosis (n = 3) and generalized GA (n = 1) was conducted. Immunohistochemical analysis of skin biopsy specimens from other patients with sarcoidosis (n = 21) and GA (n = 17) was performed to characterize patterns of JAK-STAT pathway activation. RESULTS Tofacitinib resulted in a mean improvement in the baseline Cutaneous Sarcoidosis Activity and Morphology Instrument and Granuloma Annulare Scoring Index scores of 96% (standard deviation, 2%). Histologic resolution of disease was documented in all patients (3 out of 3) who had skin biopsies while receiving therapy. Constitutive STAT1 and STAT3 activation was observed in both sarcoidosis and GA, albeit in different patterns. Signal regulatory protein α may explain the differences in JAK-STAT signaling between sarcoidosis and GA. LIMITATIONS The study is limited by the small number of participants. CONCLUSIONS Tofacitinib resulted in dramatic improvement in 4 patients with cutaneous sarcoidosis and GA. Larger studies are underway to better understand this effect.
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Affiliation(s)
- William Damsky
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut.
| | - Durga Thakral
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut
| | - Meaghan K McGeary
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
| | - Jonathan Leventhal
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut
| | - Anjela Galan
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut
| | - Brett King
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut.
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Damsky W, Thakral D, Emeagwali N, Galan A, King B. Tofacitinib Treatment and Molecular Analysis of Cutaneous Sarcoidosis. N Engl J Med 2018; 379:2540-2546. [PMID: 30586518 PMCID: PMC6351852 DOI: 10.1056/nejmoa1805958] [Citation(s) in RCA: 118] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
There is evidence that Janus kinase (JAK)-signal transducer and activator of transcription (STAT) signaling plays a role in the pathogenesis of sarcoidosis. We treated a patient with cutaneous sarcoidosis with the JAK inhibitor tofacitinib; the patient had not previously had a response to medications and had not received systemic glucocorticoids. This treatment resulted in clinical and histologic remission of her skin disease. Sequencing of RNA and immunohistochemical examination of skin-lesion samples obtained from the patient before and during therapy and immunohistochemical testing of lesion samples obtained from other patients with cutaneous sarcoidosis support a role for JAK-STAT signaling in cutaneous sarcoidosis. (Funded by the Ranjini and Ajay Poddar Resource Fund for Dermatologic Diseases Research and others.).
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Affiliation(s)
- William Damsky
- From the Departments of Dermatology (W.D., D.T., A.G., B.K.), Immunobiology (W.D.), and Pathology (A.G.) and the Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine (N.E.), Yale School of Medicine, New Haven, CT
| | - Durga Thakral
- From the Departments of Dermatology (W.D., D.T., A.G., B.K.), Immunobiology (W.D.), and Pathology (A.G.) and the Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine (N.E.), Yale School of Medicine, New Haven, CT
| | - Nkiruka Emeagwali
- From the Departments of Dermatology (W.D., D.T., A.G., B.K.), Immunobiology (W.D.), and Pathology (A.G.) and the Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine (N.E.), Yale School of Medicine, New Haven, CT
| | - Anjela Galan
- From the Departments of Dermatology (W.D., D.T., A.G., B.K.), Immunobiology (W.D.), and Pathology (A.G.) and the Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine (N.E.), Yale School of Medicine, New Haven, CT
| | - Brett King
- From the Departments of Dermatology (W.D., D.T., A.G., B.K.), Immunobiology (W.D.), and Pathology (A.G.) and the Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine (N.E.), Yale School of Medicine, New Haven, CT
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Hočevar K, Maver A, Kunej T, Peterlin B. Sarcoidosis Related Novel Candidate Genes Identified by Multi-Omics Integrative Analyses. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2018; 22:322-331. [PMID: 29688803 DOI: 10.1089/omi.2018.0027] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Sarcoidosis is a multifactorial systemic disease characterized by granulomatous inflammation and greatly impacting on global public health. The etiology and mechanisms of sarcoidosis are not fully understood. Recent high-throughput biological research has generated vast amounts of multi-omics big data on sarcoidosis, but their significance remains to be determined. We sought to identify novel candidate regions, and genes consistently altered in heterogeneous omics studies so as to reveal the underlying molecular mechanisms. We conducted a comprehensive integrative literature analysis on global data on sarcoidosis, including genomic, transcriptomic, proteomic, and phenomic studies. We performed positional integration analysis of 38 eligible datasets originating from 17 different biological layers. Using the integration interval length of 50 kb, we identified 54 regions reaching significance value p ≤ 0.0001 and 15 regions with significance value p ≤ 0.00001, when applying more stringent criteria. Secondary literature analysis of the top 20 regions, with the most significant accumulation of signals, revealed several novel candidate genes for which associations with sarcoidosis have not yet been established, but have considerable support for their involvement based on omic data. These new plausible candidate genes include NELFE, CFB, EGFL7, AGPAT2, FKBPL, NRC3, and NEU1. Furthermore, annotated data were prepared to enable custom visualization and browsing of these sarcoidosis related omics evidence in the University of California Santa Cruz (UCSC) Genome Browser. Further multi-omics approaches are called for sarcoidosis biomarkers and diagnostic and therapeutic innovation. Our approach for harnessing multi-omics data and the findings presented herein reflect important steps toward understanding the etiology and underlying pathological mechanisms of sarcoidosis.
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Affiliation(s)
- Keli Hočevar
- 1 Clinical Institute of Medical Genetics, University Medical Centre Ljubljana , Ljubljana, Slovenia
| | - Aleš Maver
- 1 Clinical Institute of Medical Genetics, University Medical Centre Ljubljana , Ljubljana, Slovenia
| | - Tanja Kunej
- 2 Biotechnical Faculty, Department of Animal Science, University of Ljubljana , Jamnikarjeva 101, Ljubljana, Slovenia
| | - Borut Peterlin
- 1 Clinical Institute of Medical Genetics, University Medical Centre Ljubljana , Ljubljana, Slovenia
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37
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Transcriptome profiles in sarcoidosis and their potential role in disease prediction. Curr Opin Pulm Med 2018; 23:487-492. [PMID: 28590292 DOI: 10.1097/mcp.0000000000000403] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
PURPOSE OF REVIEW Sarcoidosis is a systemic disease defined by the presence of nonnecrotizing granuloma in the absence of any known cause. Although the heterogeneity of sarcoidosis is well characterized clinically, the transcriptome of sarcoidosis and underlying molecular mechanisms are not. The signal of all transcripts, small and long noncoding RNAs, can be detected using microarrays or RNA-Sequencing. Analyzing the transcriptome of tissues that are directly affected by granulomas is of great importance to understand biology of the disease and may be predictive of disease and treatment outcome. RECENT FINDINGS Multiple genome wide expression studies performed on sarcoidosis affected tissues were published in the last 11 years. Published studies focused on differences in gene expression between sarcoidosis vs. control tissues, stable vs. progressive sarcoidosis, as well as sarcoidosis vs. other diseases. Strikingly, all these transcriptomics data confirm the key role of TH1 immune response in sarcoidosis and particularly of interferon-γ (IFN-γ) and type I IFN-driven signaling pathways. SUMMARY The steps toward transcriptomics of sarcoidosis in precision medicine highlight the potentials of this approach. Large prospective follow-up studies are required to identify signatures predictive of disease progression and outcome.
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38
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Calender A, Rollat Farnier PA, Buisson A, Pinson S, Bentaher A, Lebecque S, Corvol H, Abou Taam R, Houdouin V, Bardel C, Roy P, Devouassoux G, Cottin V, Seve P, Bernaudin JF, Lim CX, Weichhart T, Valeyre D, Pacheco Y, Clement A, Nathan N. Whole exome sequencing in three families segregating a pediatric case of sarcoidosis. BMC Med Genomics 2018; 11:23. [PMID: 29510755 PMCID: PMC5839022 DOI: 10.1186/s12920-018-0338-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2017] [Accepted: 02/19/2018] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Sarcoidosis (OMIM 181000) is a multi-systemic granulomatous disorder of unknown origin. Despite multiple genome-wide association (GWAS) studies, no major pathogenic pathways have been identified to date. To find out relevant sarcoidosis predisposing genes, we searched for de novo and recessive mutations in 3 young probands with sarcoidosis and their healthy parents using a whole-exome sequencing (WES) methodology. METHODS From the SARCFAM project based on a national network collecting familial cases of sarcoidosis, we selected three families (trios) in which a child, despite healthy parents, develop the disease before age 15 yr. Each trio was genotyped by WES (Illumina HiSEQ 2500) and we selected the gene variants segregating as 1) new mutations only occurring in affected children and 2) as recessive traits transmitted from each parents. The identified coding variants were compared between the three families. Allelic frequencies and in silico functional results were analyzed using ExAC, SIFT and Polyphenv2 databases. The clinical and genetic studies were registered by the ClinicalTrials.gov - Protocol Registration and Results System (PRS) ( https://clinicaltrials.gov ) receipt under the reference NCT02829853 and has been approved by the ethical committee (CPP LYON SUD EST - 2 - REF IRB 00009118 - September 21, 2016). RESULTS We identified 37 genes sharing coding variants occurring either as recessive mutations in at least 2 trios or de novo mutations in one of the three affected children. The genes were classified according to their potential roles in immunity related pathways: 9 to autophagy and intracellular trafficking, 6 to G-proteins regulation, 4 to T-cell activation, 4 to cell cycle and immune synapse, 2 to innate immunity. Ten of the 37 genes were studied in a bibliographic way to evaluate the functional link with sarcoidosis. CONCLUSIONS Whole exome analysis of case-parent trios is useful for the identification of genes predisposing to complex genetic diseases as sarcoidosis. Our data identified 37 genes that could be putatively linked to a pediatric form of sarcoidosis in three trios. Our in-depth focus on 10 of these 37 genes may suggest that the formation of the characteristic lesion in sarcoidosis, granuloma, results from combined deficits in autophagy and intracellular trafficking (ex: Sec16A, AP5B1 and RREB1), G-proteins regulation (ex: OBSCN, CTTND2 and DNAH11), T-cell activation (ex: IDO2, IGSF3), mitosis and/or immune synapse (ex: SPICE1 and KNL1). The significance of these findings needs to be confirmed by functional tests on selected gene variants.
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Affiliation(s)
- Alain Calender
- Genetics Department, Hospices Civils de LYON (HCL), University Hospital, East Pathology Center, LYON, B-A3, 59 Bld Pinel, 69677 BRON Cedex, France
- Inflammation & Immunity of the Respiratory Epithelium - EA7426 (PI3) – South Medical University Hospital – Lyon 1 Claude Bernard University, 165 Chemin du Grand Revoyet, 69310 Pierre-Bénite, France
| | | | - Adrien Buisson
- Genetics Department, Hospices Civils de LYON (HCL), University Hospital, East Pathology Center, LYON, B-A3, 59 Bld Pinel, 69677 BRON Cedex, France
| | - Stéphane Pinson
- Genetics Department, Hospices Civils de LYON (HCL), University Hospital, East Pathology Center, LYON, B-A3, 59 Bld Pinel, 69677 BRON Cedex, France
| | - Abderrazzaq Bentaher
- Inflammation & Immunity of the Respiratory Epithelium - EA7426 (PI3) – South Medical University Hospital – Lyon 1 Claude Bernard University, 165 Chemin du Grand Revoyet, 69310 Pierre-Bénite, France
| | - Serge Lebecque
- Cancer Research Center, INSERM U-1052, CNRS 5286, 69008 Lyon, France
| | - Harriet Corvol
- Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Trousseau, AP-HP, INSERM UMR-S938, Sorbonne University, Paris, France
| | - Rola Abou Taam
- Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Necker, Paris, France
| | - Véronique Houdouin
- Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Robert Debré, INSERM U-1142, University Paris Diderot VII, Paris, France
| | - Claire Bardel
- Department of biostatistics, University Hospital, Hospices Civils de LYON (HCL), Lyon, France
| | - Pascal Roy
- Department of biostatistics, University Hospital, Hospices Civils de LYON (HCL), Lyon, France
| | - Gilles Devouassoux
- Department of Pulmonology, University Hospital, Hôpital Croix Rousse, Lyon, France
| | - Vincent Cottin
- Department of Pulmonology, University Hospital, Hôpital Louis Pradel, Lyon, France
| | - Pascal Seve
- Department of Internal medicine, University Hospital, Hôpital Croix Rousse, Lyon, France
| | | | - Clarice X. Lim
- Medical University of Vienna, Center for Pathobiochemistry and Genetics, Institute of Medical Genetics, Währinger Straße 10, 1090 Vienna, Austria
| | - Thomas Weichhart
- Medical University of Vienna, Center for Pathobiochemistry and Genetics, Institute of Medical Genetics, Währinger Straße 10, 1090 Vienna, Austria
| | - Dominique Valeyre
- EA2363, University Paris 13, COMUE Sorbonne-Paris-Cité, 74 rue Marcel Cachin, 93009 Bobigny, France
- Assistance Publique Hôpitaux de Paris, Department of Pulmonology, Avicenne University Hospital, 93009 Bobigny, France
| | - Yves Pacheco
- Inflammation & Immunity of the Respiratory Epithelium - EA7426 (PI3) – South Medical University Hospital – Lyon 1 Claude Bernard University, 165 Chemin du Grand Revoyet, 69310 Pierre-Bénite, France
| | - Annick Clement
- AP-HP Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Trousseau, INSERM UMR-S933, Sorbonne University, Paris, France
| | - Nadia Nathan
- AP-HP Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Trousseau, INSERM UMR-S933, Sorbonne University, Paris, France
| | - in the frame of GSF (Groupe Sarcoïdose France)
- Genetics Department, Hospices Civils de LYON (HCL), University Hospital, East Pathology Center, LYON, B-A3, 59 Bld Pinel, 69677 BRON Cedex, France
- Department of biostatistics, University Hospital, Hospices Civils de LYON (HCL), Lyon, France
- Inflammation & Immunity of the Respiratory Epithelium - EA7426 (PI3) – South Medical University Hospital – Lyon 1 Claude Bernard University, 165 Chemin du Grand Revoyet, 69310 Pierre-Bénite, France
- Cancer Research Center, INSERM U-1052, CNRS 5286, 69008 Lyon, France
- Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Trousseau, AP-HP, INSERM UMR-S938, Sorbonne University, Paris, France
- Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Necker, Paris, France
- Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Robert Debré, INSERM U-1142, University Paris Diderot VII, Paris, France
- Department of Pulmonology, University Hospital, Hôpital Croix Rousse, Lyon, France
- Department of Pulmonology, University Hospital, Hôpital Louis Pradel, Lyon, France
- Department of Internal medicine, University Hospital, Hôpital Croix Rousse, Lyon, France
- Histology and Tumor Biology, ER2 UPMC, Hôpital Tenon, Paris, France
- Medical University of Vienna, Center for Pathobiochemistry and Genetics, Institute of Medical Genetics, Währinger Straße 10, 1090 Vienna, Austria
- EA2363, University Paris 13, COMUE Sorbonne-Paris-Cité, 74 rue Marcel Cachin, 93009 Bobigny, France
- Assistance Publique Hôpitaux de Paris, Department of Pulmonology, Avicenne University Hospital, 93009 Bobigny, France
- AP-HP Pediatric pulmonology and Reference Center for rare lung diseases RespiRare, Hôpital Trousseau, INSERM UMR-S933, Sorbonne University, Paris, France
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Th17-lineage cells in pulmonary sarcoidosis and Löfgren's syndrome: Friend or foe? J Autoimmun 2018; 87:82-96. [DOI: 10.1016/j.jaut.2017.12.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 12/12/2017] [Indexed: 01/17/2023]
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40
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Mohan A, Malur A, McPeek M, Barna BP, Schnapp LM, Thomassen MJ, Gharib SA. Transcriptional survey of alveolar macrophages in a murine model of chronic granulomatous inflammation reveals common themes with human sarcoidosis. Am J Physiol Lung Cell Mol Physiol 2017; 314:L617-L625. [PMID: 29212802 DOI: 10.1152/ajplung.00289.2017] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Mohan A, Malur A, McPeek M, Barna BP, Schnapp LM, Thomassen MJ, Gharib SA. Transcriptional survey of alveolar macrophages in a murine model of chronic granulomatous inflammation reveals common themes with human sarcoidosis. Am J Physiol Lung Cell Mol Physiol 314: L617-L625, 2018. First published December 6, 2017; doi: 10.1152/ajplung.00289.2017 . To advance our understanding of the pathobiology of sarcoidosis, we developed a multiwall carbon nanotube (MWCNT)-based murine model that shows marked histological and inflammatory signal similarities to this disease. In this study, we compared the alveolar macrophage transcriptional signatures of our animal model with human sarcoidosis to identify overlapping molecular programs. Whole genome microarrays were used to assess gene expression of alveolar macrophages in six MWCNT-exposed and six control animals. The results were compared with the transcriptional profiles of alveolar immune cells in 15 sarcoidosis patients and 12 healthy humans. Rigorous statistical methods were used to identify differentially expressed genes. To better elucidate activated pathways, integrated network and gene set enrichment analysis (GSEA) was performed. We identified over 1,000 differentially expressed between control and MWCNT mice. Gene ontology functional analysis showed overrepresentation of processes primarily involved in immunity and inflammation in MCWNT mice. Applying GSEA to both mouse and human samples revealed upregulation of 92 gene sets in MWCNT mice and 142 gene sets in sarcoidosis patients. Commonly activated pathways in both MWCNT mice and sarcoidosis included adaptive immunity, T-cell signaling, IL-12/IL-17 signaling, and oxidative phosphorylation. Differences in gene set enrichment between MWCNT mice and sarcoidosis patients were also observed. We applied network analysis to differentially expressed genes common between the MWCNT model and sarcoidosis to identify key drivers of disease. In conclusion, an integrated network and transcriptomics approach revealed substantial functional similarities between a murine model and human sarcoidosis particularly with respect to activation of immune-specific pathways.
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Affiliation(s)
- Arjun Mohan
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Brody School of Medicine, East Carolina University , Greenville, North Carolina
| | - Anagha Malur
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Brody School of Medicine, East Carolina University , Greenville, North Carolina
| | - Matthew McPeek
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Brody School of Medicine, East Carolina University , Greenville, North Carolina
| | - Barbara P Barna
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Brody School of Medicine, East Carolina University , Greenville, North Carolina
| | - Lynn M Schnapp
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine, Medical University of South Carolina , Charleston, South Carolina
| | - Mary Jane Thomassen
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Brody School of Medicine, East Carolina University , Greenville, North Carolina
| | - Sina A Gharib
- Division of Pulmonary, Critical Care and Sleep Medicine, Computational Medicine Core, Center for Lung Biology, Department of Medicine, University of Washington , Seattle, Washington
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Rosenbaum JT, Choi D, Harrington CA, Wilson DJ, Grossniklaus HE, Sibley CH, Salek SS, Ng JD, Dailey RA, Steele EA, Hayek B, Craven CM, Edward DP, Maktabi AMY, Al Hussain H, White VA, Dolman PJ, Czyz CN, Foster JA, Harris GJ, Bee YS, Tse DT, Alabiad CR, Dubovy SR, Kazim M, Selva D, Yeatts RP, Korn BS, Kikkawa DO, Silkiss RZ, Sivak-Callcott JA, Stauffer P, Planck SR. Gene Expression Profiling and Heterogeneity of Nonspecific Orbital Inflammation Affecting the Lacrimal Gland. JAMA Ophthalmol 2017; 135:1156-1162. [PMID: 28975236 DOI: 10.1001/jamaophthalmol.2017.3458] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Importance Although a variety of well-characterized diseases, such as sarcoidosis and granulomatosis with polyangiitis, affect the lacrimal gland, many patients with dacryoadenitis are diagnosed as having nonspecific orbital inflammation (NSOI) on the basis of histology and systemic disease evaluation. The ability to further classify the disease in these patients should facilitate selection of effective therapies. Objective To test the a priori hypothesis that gene expression profiles would complement clinical and histopathologic evaluations in identifying well-characterized diseases and in subdividing NSOI into clinically relevant groups. Design, Setting, and Participants In this cohort study, gene expression levels in biopsy specimens of inflamed and control lacrimal glands were measured with microarrays. Stained sections of the same biopsy specimens were used for evaluation of histopathology. Tissue samples of patients were obtained from oculoplastic surgeons at 7 international centers representing 4 countries (United States, Saudi Arabia, Canada, and Taiwan). Gene expression analysis was done at Oregon Health & Science University. Participants were 48 patients, including 3 with granulomatosis with polyangiitis, 28 with NSOI, 7 with sarcoidosis, 4 with thyroid eye disease, and 6 healthy controls. The study dates were March 2012 to April 2017. Main Outcomes and Measures The primary outcome was subdivision of biopsy specimens based on gene expression of a published list of approximately 40 differentially expressed transcripts in blood, lacrimal gland, and orbital adipose tissue from patients with sarcoidosis. Stained sections were evaluated for inflammation (none, mild, moderate, or marked), granulomas, nodules, or fibrosis by 2 independent ocular pathologists masked to the clinical diagnosis. Results Among 48 patients (mean [SD] age, 41.6 [19.0] years; 32 [67%] female), the mclust algorithm segregated the biopsy specimens into 4 subsets, with the differences illustrated by a heat map and multidimensional scaling plots. Most of the sarcoidosis biopsy specimens were in subset 1, which had the highest granuloma score. Three NSOI biopsy specimens in subset 1 had no apparent granulomas. Thirty-two percent (9 of 28) of the NSOI biopsy specimens could not be distinguished from biopsy specimens of healthy controls in subset 4, while other examples of NSOI tended to group with gene expression resembling granulomatosis with polyangiitis or thyroid eye disease. The 4 subsets could also be partially differentiated by their fibrosis, granulomas, and inflammation pathology scores but not their lymphoid nodule scores. Conclusions and Relevance Gene expression profiling discloses clear heterogeneity among patients with lacrimal inflammatory disease. Comparison of the expression profiles suggests that a subset of patients with nonspecific dacryoadenitis might have a limited form of sarcoidosis, while other patients with NSOI cannot be distinguished from healthy controls.
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Affiliation(s)
- James T Rosenbaum
- Casey Eye Institute, Oregon Health & Science University, Portland.,Devers Eye Institute, Legacy Health System, Portland, Oregon.,Department of Medicine, Oregon Health & Science University, Portland
| | - Dongseok Choi
- Casey Eye Institute, Oregon Health & Science University, Portland.,Oregon Health and Science University-Portland State University School of Public Health, Oregon Health & Science University, Portland.,Graduate School of Dentistry, Kyung Hee University, Seoul, Korea
| | | | - David J Wilson
- Casey Eye Institute, Oregon Health & Science University, Portland
| | | | - Cailin H Sibley
- Department of Medicine, Oregon Health & Science University, Portland
| | - Sherveen S Salek
- Casey Eye Institute, Oregon Health & Science University, Portland.,Devers Eye Institute, Legacy Health System, Portland, Oregon
| | - John D Ng
- Casey Eye Institute, Oregon Health & Science University, Portland
| | - Roger A Dailey
- Casey Eye Institute, Oregon Health & Science University, Portland
| | - Eric A Steele
- Casey Eye Institute, Oregon Health & Science University, Portland
| | - Brent Hayek
- Department of Ophthalmology, Emory University, Atlanta, Georgia
| | | | - Deepak P Edward
- Research Department, King Khaled Eye Specialist Hospital, Riyadh, Saudi Arabia
| | - Azza M Y Maktabi
- Research Department, King Khaled Eye Specialist Hospital, Riyadh, Saudi Arabia
| | - Hailah Al Hussain
- Research Department, King Khaled Eye Specialist Hospital, Riyadh, Saudi Arabia
| | - Valerie A White
- Department of Ophthalmology and Visual Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Peter J Dolman
- Department of Ophthalmology and Visual Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Craig N Czyz
- Department of Ophthalmology, Ohio University, Columbus.,Ophthalmic Surgeons and Consultants of Ohio, Columbus
| | - Jill A Foster
- Ophthalmic Surgeons and Consultants of Ohio, Columbus.,Department of Ophthalmology, The Ohio State University, Columbus
| | - Gerald J Harris
- Department of Ophthalmology, Medical College of Wisconsin, Milwaukee
| | - Youn-Shen Bee
- Department of Ophthalmology, Kaohsiung Veteran's General Hospital, Kaohsiung City, Taiwan
| | - David T Tse
- Department of Ophthalmology, University of Miami, Miami, Florida
| | | | - Sander R Dubovy
- Department of Ophthalmology, University of Miami, Miami, Florida
| | - Michael Kazim
- Department of Ophthalmology, Columbia University, New York, New York
| | - Dinesh Selva
- Ophthalmology Network, Royal Adelaide Hospital, Adelaide, Australia
| | - R Patrick Yeatts
- Department of Ophthalmology, Wake Forest University, Winston-Salem, North Carolina
| | - Bobby S Korn
- Department of Ophthalmology, University of California, San Diego
| | - Don O Kikkawa
- Department of Ophthalmology, University of California, San Diego
| | | | | | - Patrick Stauffer
- Casey Eye Institute, Oregon Health & Science University, Portland
| | - Stephen R Planck
- Casey Eye Institute, Oregon Health & Science University, Portland.,Devers Eye Institute, Legacy Health System, Portland, Oregon.,Department of Medicine, Oregon Health & Science University, Portland
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Abstract
PURPOSE OF REVIEW The pathogenesis of genetically complex granulomatous diseases, such as sarcoidosis and latent tuberculosis, remains largely unknown. With the recent advent of more powerful research tools, such as genome-wide expression platforms, comes the challenge of making sense of the enormous data sets so generated. This manuscript will provide demonstrations of how in-silico (computer) analysis of large research data sets can lead to novel discoveries in the field of granulomatous lung disease. RECENT FINDINGS The application of in-silico research tools has led to novel discoveries in the fields of noninfectious (e.g., sarcoidosis) and infectious granulomatous diseases. Computer models have identified novel disease mechanisms and can be used to perform 'virtual' experiments rapidly and at low cost compared with conventional laboratory techniques. SUMMARY Granulomatous lung diseases are extremely complex, involving dynamic interactions between multiple genes, cells, and molecules. In-silico interpretation of large data sets generated from new research platforms that are capable of comprehensively characterizing and quantifying pools of biological molecules promises to rapidly accelerate the rate of scientific discovery in the field of granulomatous lung disorders.
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Non-receptor type, proline-rich protein tyrosine kinase 2 (Pyk2) is a possible therapeutic target for Kawasaki disease. Clin Immunol 2017; 179:17-24. [DOI: 10.1016/j.clim.2017.01.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Revised: 12/26/2016] [Accepted: 01/30/2017] [Indexed: 01/10/2023]
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Lu S, Yan Y, Li Z, Chen L, Yang J, Zhang Y, Wang S, Liu L. Determination of Genes Related to Uveitis by Utilization of the Random Walk with Restart Algorithm on a Protein-Protein Interaction Network. Int J Mol Sci 2017; 18:ijms18051045. [PMID: 28505077 PMCID: PMC5454957 DOI: 10.3390/ijms18051045] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Revised: 05/08/2017] [Accepted: 05/09/2017] [Indexed: 12/14/2022] Open
Abstract
Uveitis, defined as inflammation of the uveal tract, may cause blindness in both young and middle-aged people. Approximately 10–15% of blindness in the West is caused by uveitis. Therefore, a comprehensive investigation to determine the disease pathogenesis is urgent, as it will thus be possible to design effective treatments. Identification of the disease genes that cause uveitis is an important requirement to achieve this goal. To begin to answer this question, in this study, a computational method was proposed to identify novel uveitis-related genes. This method was executed on a large protein–protein interaction network and employed a popular ranking algorithm, the Random Walk with Restart (RWR) algorithm. To improve the utility of the method, a permutation test and a procedure for selecting core genes were added, which helped to exclude false discoveries and select the most important candidate genes. The five-fold cross-validation was adopted to evaluate the method, yielding the average F1-measure of 0.189. In addition, we compared our method with a classic GBA-based method to further indicate its utility. Based on our method, 56 putative genes were chosen for further assessment. We have determined that several of these genes (e.g., CCL4, Jun, and MMP9) are likely to be important for the pathogenesis of uveitis.
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Affiliation(s)
- Shiheng Lu
- Department of Ophthalmology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.
| | - Yan Yan
- Department of Ophthalmology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.
| | - Zhen Li
- Department of Ophthalmology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.
| | - Lei Chen
- College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China.
| | - Jing Yang
- School of Life Sciences, Shanghai University, Shanghai 200444, China.
| | - Yuhang Zhang
- Institute of Health Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
| | - Shaopeng Wang
- School of Life Sciences, Shanghai University, Shanghai 200444, China.
| | - Lin Liu
- Department of Ophthalmology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.
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Bioinformatics analysis of gene expression profile data to screen key genes involved in pulmonary sarcoidosis. Gene 2016; 596:98-104. [PMID: 27682024 DOI: 10.1016/j.gene.2016.09.037] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 08/29/2016] [Accepted: 09/24/2016] [Indexed: 01/18/2023]
Abstract
BACKGROUND Sarcoidosis is a multisystemic inflammatory and granulomatous disease that occurs in almost all populations and affects multiple organs. Meanwhile, its most common manifestation is pulmonary sarcoidosis. This study aimed to identify effective biomarkers for the diagnosis and therapy of pulmonary sarcoidosis. METHODS GSE16538 was downloaded from Gene Expression Omnibus, including 6 pulmonary sarcoidosis samples and 6 normal lung samples. Then, differentially expressed genes (DEGs) were identified by limma package in R. After the expression values of the DEGs were extracted, hierarchical clustering analysis was performed for the DEGs using the pheatmap package in R. Subsequently, protein-protein interaction (PPI) pairs among the DEGs were searched by STRING or REACTOME databases, and then PPI networks were visualized by Cytoscape software. Using DAVID and KOBAS, functional and pathway enrichment analyses separately were performed for the DEGs involved in the PPI network. RESULTS Total 208 DEGs were identified in pulmonary sarcoidosis samples, including 179 up-regulated genes and 29 down-regulated genes. Hierarchical clustering showed that the DEGs could clearly distinguish the pulmonary sarcoidosis samples from the normal lung samples. In the PPI network constructed by STRING database, CXCL9, STAT1, CCL5, CXCL11 and GBP1 had higher degrees and betweenness values, and could interact with each other. Functional enrichment showed that CXCL9, CXCL11 and CCL5 were enriched in immune response. Moreover, STAT1 was enriched in pathways of chemokine signaling pathway and JAK-STAT signaling pathway. CONCLUSION CXCL9, CXCL11, STAT1, CCL5 and GBP1 might be implicated in pulmonary sarcoidosis through interacting with each other.
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Abstract
Sarcoidosis is one of the leading causes of inflammatory eye disease. Ocular sarcoidosis can involve any part of the eye and its adnexal tissues and may cause uveitis, episcleritis/scleritis, eyelid abnormalities, conjunctival granuloma, optic neuropathy, lacrimal gland enlargement, and orbital inflammation. Glaucoma and cataract can be complications from inflammation itself or adverse effects from therapy. Ophthalmic manifestations can be isolated or associated with other organ involvement. Patients with ocular sarcoidosis can present with a wide range of clinical presentations and severity. Multidisciplinary approaches are required to achieve the best treatment outcomes for both ocular and systemic manifestations.
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Affiliation(s)
- Sirichai Pasadhika
- Vitreoretinal and Uveitis Service, Legacy Devers Eye Institute, 1040 Northwest 22nd Avenue Suite 168, Portland, OR 97210, USA.
| | - James T Rosenbaum
- Legacy Devers Eye Institute, 1040 Northwest 22nd Avenue Suite 168, Portland, OR 97210, USA
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47
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Culver DA. Beryllium disease and sarcoidosis: still besties after all these years? Eur Respir J 2016; 47:1625-8. [DOI: 10.1183/13993003.00805-2016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2016] [Accepted: 04/26/2016] [Indexed: 12/26/2022]
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Li L, Silveira LJ, Hamzeh N, Gillespie M, Mroz PM, Mayer AS, Fingerlin TE, Maier LA. Beryllium-induced lung disease exhibits expression profiles similar to sarcoidosis. Eur Respir J 2016; 47:1797-808. [PMID: 27103383 DOI: 10.1183/13993003.01469-2015] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 02/07/2016] [Indexed: 12/21/2022]
Abstract
A subset of beryllium-exposed workers develop beryllium sensitisation (BeS) which precedes chronic beryllium disease (CBD). We conducted an in-depth analysis of differentially expressed candidate genes in CBD.We performed Affymetrix GeneChip 1.0 ST array analysis on peripheral blood mononuclear cells (PBMCs) from 10 CBD, 10 BeS and 10 beryllium-exposed, nondiseased controls stimulated with BeSO4 or medium. The differentially expressed genes were validated by high-throughput real-time PCR in this group and in an additional group of cases and nonexposed controls. The functional roles of the top candidate genes in CBD were assessed using a pharmacological inhibitor. CBD gene expression data were compared with whole blood and lung tissue in sarcoidosis from the Gene Expression Omnibus.We confirmed almost 450 genes that were significantly differentially expressed between CBD and controls. The top enrichment of genes was for JAK (Janus kinase)-STAT (signal transducer and activator of transcription) signalling. A JAK2 inhibitor significantly decreased tumour necrosis factor-α and interferon-γ production. Furthermore, we found 287 differentially expressed genes overlapped in CBD/sarcoidosis. The top shared pathways included cytokine-cytokine receptor interactions, and Toll-like receptor, chemokine and JAK-STAT signalling pathways.We show that PBMCs demonstrate differentially expressed gene profiles relevant to the immunnopathogenesis of CBD. CBD and sarcoidosis share similar differential expression of pathogenic genes and pathways.
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Affiliation(s)
- Li Li
- Dept of Medicine, National Jewish Health, Denver, CO, USA Division of Pulmonary and Critical Care Sciences, Dept of Medicine, School of Medicine, Denver, CO, USA
| | | | - Nabeel Hamzeh
- Dept of Medicine, National Jewish Health, Denver, CO, USA Division of Pulmonary and Critical Care Sciences, Dept of Medicine, School of Medicine, Denver, CO, USA
| | - May Gillespie
- Dept of Medicine, National Jewish Health, Denver, CO, USA
| | - Peggy M Mroz
- Dept of Medicine, National Jewish Health, Denver, CO, USA
| | - Annyce S Mayer
- Dept of Medicine, National Jewish Health, Denver, CO, USA Division of Pulmonary and Critical Care Sciences, Dept of Medicine, School of Medicine, Denver, CO, USA Environmental Occupational Health Dept, School of Public Health, University of Colorado, Denver, CO, USA
| | | | - Lisa A Maier
- Dept of Medicine, National Jewish Health, Denver, CO, USA Division of Pulmonary and Critical Care Sciences, Dept of Medicine, School of Medicine, Denver, CO, USA Environmental Occupational Health Dept, School of Public Health, University of Colorado, Denver, CO, USA
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Mormile R. Sarcoidosis in celiac disease: A page written by genetic variants in IL-18 miRNAs target site? Med Hypotheses 2016; 90:51-2. [PMID: 27063085 DOI: 10.1016/j.mehy.2016.03.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Revised: 02/26/2016] [Accepted: 03/05/2016] [Indexed: 12/26/2022]
Abstract
Sarcoidosis is a chronic idiopathic granulomatous disease. Interleukin-18 (IL-18) has been strongly implicated in the pathogenesis of sarcoidosis. Sarcoidosis shows characteristic microRNAs (miRNAs) profiles. MiRNAs have recently emerged as a new class of modulators of gene expression. MiRNAs are involved in susceptibility to a number of autoimmune diseases promoting and inhibiting the gene expression of different Th1 pro-inflammatory cytokines including IL18. Sarcoidosis has been connected with a variety of autoimmune disorders including celiac disease (CD). CD is a chronic, immune-mediated condition of the small intestine caused by permanent intolerance to dietary gluten. IL-18 has been reported to play an important role in inducing and maintaining inflammation after gluten exposure. MiRNAs expression is significantly altered in CD patients. We hypothesize that sarcoidosis and CD may be the result of common genetic variants in IL-18 miRNA target site.
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Affiliation(s)
- Raffaella Mormile
- Division of Pediatrics and Neonatology, Moscati Hospital, Aversa, Italy.
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50
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Rosenbaum JT, Sibley CH, Choi D, Harrington CA, Planck SR. Molecular diagnosis: Implications for ophthalmology. Prog Retin Eye Res 2015; 50:25-33. [PMID: 26608807 DOI: 10.1016/j.preteyeres.2015.11.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Revised: 11/11/2015] [Accepted: 11/13/2015] [Indexed: 12/21/2022]
Abstract
The effort to subdivide diseases and to individualize therapies based on characteristics of the patient has been labeled precision medicine. Jameson and Longo define precision medicine as "treatments targeted to the needs of individual patients on the basis of genetic, biomarker, phenotypic or psychosocial characteristics that distinguish a given patient from other patients with similar clinical presentations" (Jameson and Longo, 2015). We illustrate how molecular diagnosis can be applied to orbital inflammatory disease to achieve the goals of precision medicine.
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Affiliation(s)
- James T Rosenbaum
- Devers Eye Institute, Legacy Health Systems, 1040 NW 22nd Avenue, Portland, OR 97210, USA; Department of Ophthalmology, Casey Eye Institute, Oregon Health & Science University, 3375 SW Terwilliger Blvd, Portland, OR 97239, USA; Department of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, USA.
| | - Cailin H Sibley
- Department of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, USA.
| | - Dongseok Choi
- Department of Ophthalmology, Casey Eye Institute, Oregon Health & Science University, 3375 SW Terwilliger Blvd, Portland, OR 97239, USA; Department of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, USA; OHSU-PSU School of Public Health, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA.
| | - Christina A Harrington
- Integrated Genomics Laboratory, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, USA.
| | - Stephen R Planck
- Devers Eye Institute, Legacy Health Systems, 1040 NW 22nd Avenue, Portland, OR 97210, USA; Department of Ophthalmology, Casey Eye Institute, Oregon Health & Science University, 3375 SW Terwilliger Blvd, Portland, OR 97239, USA; Department of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, USA.
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