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Cozier YC, Arkema EV. Epidemiology of Sarcoidosis. Clin Chest Med 2024; 45:1-13. [PMID: 38245359 DOI: 10.1016/j.ccm.2023.06.004] [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] [Indexed: 01/22/2024]
Abstract
Sarcoidosis is a systemic, granulomatous disease with variable presentation earning it the term "the great mimicker." The current epidemiology confirms that the disease occurs worldwide, affecting both sexes, and all races, ethnicities, and ages. To date, no causal exposure or agent has been identified. The organ systems most frequently affected by sarcoidosis are also those with greatest exposure to the natural world suggesting environmental and lifestyle contributions to the disease. These include particulate matter, microorganisms, nicotine, and obesity. In this article, we review the epidemiology of sarcoidosis and discuss these non-genetic risk factors in the hope of providing important insight into sarcoidosis and stimulating future research.
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Affiliation(s)
- Yvette C Cozier
- Department of Epidemiology, Boston University School of Public Health, 715 Albany Street, Talbot 3-East, Boston, MA 02118-2526, USA.
| | - Elizabeth V Arkema
- Department of Medicine Solna, Division of Clinical Epidemiology, Karolinska Institutet, T2, Stockholm 17176, Sweden
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2
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Garman L, Pezant N, Dawkins BA, Rasmussen A, Levin AM, Rybicki BA, Iannuzzi MC, Bagavant H, Deshmukh US, Montgomery CG. Inclusivity in Research Matters: Variants in PVT1 Specific to Persons of African Descent Are Associated with Pulmonary Fibrosis. Am J Respir Crit Care Med 2024; 209:106-109. [PMID: 37348127 PMCID: PMC10870883 DOI: 10.1164/rccm.202210-1969le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 06/22/2023] [Indexed: 06/24/2023] Open
Affiliation(s)
| | | | | | | | - Albert M. Levin
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan
| | - Benjamin A. Rybicki
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan
| | - Michael C. Iannuzzi
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan
| | - Harini Bagavant
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma; and
| | - Umesh S. Deshmukh
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma; and
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3
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Casanova NG, Camp SM, Gonzalez-Garay ML, Batai K, Garman L, Montgomery CG, Ellis N, Kittles R, Bime C, Hsu AP, Holland S, Lussier YA, Karnes J, Sweiss N, Maier LA, Koth L, Moller DR, Kaminski N, Garcia JGN. Examination of eQTL Polymorphisms Associated with Increased Risk of Progressive Complicated Sarcoidosis in European and African Descent Subjects. EUROPEAN JOURNAL OF RESPIRATORY MEDICINE 2023; 5:359-371. [PMID: 38390497 PMCID: PMC10883688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
Abstract
Background A limited pool of SNPs are linked to the development and severity of sarcoidosis, a systemic granulomatous inflammatory disease. By integrating genome-wide association studies (GWAS) data and expression quantitative trait loci (eQTL) single nuclear polymorphisms (SNPs), we aimed to identify novel sarcoidosis SNPs potentially influencing the development of complicated sarcoidosis. Methods A GWAS (Affymetrix 6.0) involving 209 African-American (AA) and 193 European-American (EA, 75 and 51 complicated cases respectively) and publicly-available GWAS controls (GAIN) was utilized. Annotation of multi-tissue eQTL SNPs present on the GWAS created a pool of ~46,000 eQTL SNPs examined for association with sarcoidosis risk and severity (Logistic Model, Plink). The most significant EA/AA eQTL SNPs were genotyped in a sarcoidosis validation cohort (n=1034) and cross-validated in two independent GWAS cohorts. Results No single GWAS SNP achieved significance (p<1x10-8), however, analysis of the eQTL/GWAS SNP pool yielded 621 eQTL SNPs (p<10-4) associated with 730 genes that highlighted innate immunity, MHC Class II, and allograft rejection pathways with multiple SNPs validated in an independent sarcoidosis cohort (105 SNPs analyzed) (NOTCH4, IL27RA, BTNL2, ANXA11, HLA-DRB1). These studies confirm significant association of eQTL/GWAS SNPs in EAs and AAs with sarcoidosis risk and severity (complicated sarcoidosis) involving HLA region and innate immunity. Conclusion Despite the challenge of deciphering the genetic basis for sarcoidosis risk/severity, these results suggest that integrated eQTL/GWAS approaches may identify novel variants/genes and support the contribution of dysregulated innate immune responses to sarcoidosis severity.
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Affiliation(s)
- Nancy G Casanova
- Department of Molecular Medicine, Univeristy of Florida, Scripps, Jupiter FL, USA
| | - Sara M Camp
- Center for Inflammation Science and Systems Medicine, University of Florida, Wertheim Scripps Research Institute, Jupiter FL, USA
| | - Manuel L Gonzalez-Garay
- Division of Health Equities, Department of Population Sciences, City of Hope, Duarte, California, USA
| | - Ken Batai
- Cancer Prevention & Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Lori Garman
- Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | | | - Nathan Ellis
- University of Arizona Cancer Center, Tucson, AZ, USA
| | - Rick Kittles
- Division of Health Equities, Department of Population Sciences, City of Hope, Duarte, California, USA
| | - Christian Bime
- Department of Medicine University of Arizona, Tucson, AZ, USA
| | - Amy P Hsu
- National Institute of Allergy and Infectious Diseases. National Institutes of Health, USA
| | - Steven Holland
- National Institute of Allergy and Infectious Diseases. National Institutes of Health, USA
| | - Yves A Lussier
- Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, USA
| | - Jason Karnes
- Department of Pharmacology, University of Arizona, College of Pharmacy, Tucson, AZ, USA
| | - Nadera Sweiss
- Department of Medicine University of Illinois, Chicago, IL, USA
| | - Lisa A Maier
- Department of Medicine National Jewish Health, University of Colorado, Denver, CO, USA
| | - Laura Koth
- Department of Medicine University of California San Francisco, San Francisco, CA, US, USA
| | - David R Moller
- Department of Medicine Johns Hopkins University School of Medicine, Baltimore Maryland, USA
| | - Naftali Kaminski
- Department of Medicine Yale University School of Medicine, New Haven, CT, USA
| | - Joe G N Garcia
- Center for Inflammation Science and Systems Medicine, University of Florida, Wertheim Scripps Research Institute, Jupiter FL, USA
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Liao SY, Fingerlin T, Maier L. Genetic predisposition to sarcoidosis. J Autoimmun 2023:103122. [PMID: 37865580 DOI: 10.1016/j.jaut.2023.103122] [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: 08/22/2023] [Accepted: 10/04/2023] [Indexed: 10/23/2023]
Abstract
Sarcoidosis is a complex systemic disease with clinical heterogeneity based on varying phenotypes and natural history. The detailed etiology of sarcoidosis remains unknown, but genetic predisposition as well as environmental exposures play a significant role in disease pathogenesis. We performed a comprehensive review of germline genetic (DNA) and transcriptomic (RNA) studies of sarcoidosis, including both previous studies and more recent findings. In this review, we provide an assessment of the following: genetic variants in sarcoidosis susceptibility and phenotypes, ancestry- and sex-specific genetic variants in sarcoidosis, shared genetic architecture between sarcoidosis and other diseases, and gene-environment interactions in sarcoidosis. We also highlight the unmet needs in sarcoidosis genetic studies, including the pressing requirement to include diverse populations and have consistent definitions of phenotypes in the sarcoidosis research community to help advance the application of genetic predisposition to sarcoidosis disease risk and manifestations.
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Affiliation(s)
- Shu-Yi Liao
- National Jewish Health, Department of Medicine, Denver, CO, USA; University of Colorado Anschutz Medical Campus, Department of Medicine, Aurora, CO, USA; Colorado School of Public Health, University of Colorado Denver - Anschutz Medical Campus, Aurora, CO, USA
| | - Tasha Fingerlin
- National Jewish Health, Department of Medicine, Denver, CO, USA; University of Colorado Anschutz Medical Campus, Department of Medicine, Aurora, CO, USA; Colorado School of Public Health, University of Colorado Denver - Anschutz Medical Campus, Aurora, CO, USA; National Jewish Health, Department of Immunology and Genomic Medicine, Denver, CO, USA
| | - Lisa Maier
- National Jewish Health, Department of Medicine, Denver, CO, USA; University of Colorado Anschutz Medical Campus, Department of Medicine, Aurora, CO, USA; Colorado School of Public Health, University of Colorado Denver - Anschutz Medical Campus, Aurora, CO, USA.
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5
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Liao SY, Jacobson S, Hamzeh NY, Culver DA, Barkes BQ, Mroz M, Macphail K, Pacheco K, Patel DC, Wasfi YS, Koth LL, Langefeld CD, Leach SM, White E, Montgomery C, Maier LA, Fingerlin TE. Genome-wide association study identifies multiple HLA loci for sarcoidosis susceptibility. Hum Mol Genet 2023; 32:2669-2678. [PMID: 37399103 PMCID: PMC10407706 DOI: 10.1093/hmg/ddad067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 03/30/2023] [Accepted: 04/19/2023] [Indexed: 07/05/2023] Open
Abstract
Sarcoidosis is a complex systemic disease. Our study aimed to (1) identify novel alleles associated with sarcoidosis susceptibility; (2) provide an in-depth evaluation of HLA alleles and sarcoidosis susceptibility and (3) integrate genetic and transcription data to identify risk loci that may more directly impact disease pathogenesis. We report a genome-wide association study of 1335 sarcoidosis cases and 1264 controls of European descent (EA) and investigate associated alleles in a study of African Americans (AA: 1487 cases and 1504 controls). The EA and AA cohort was recruited from multiple United States sites. HLA alleles were imputed and tested for association with sarcoidosis susceptibility. Expression quantitative locus and colocalization analysis were performed using a subset of subjects with transcriptome data. Forty-nine SNPs in the HLA region in HLA-DRA, -DRB9, -DRB5, -DQA1 and BRD2 genes were significantly associated with sarcoidosis susceptibility in EA, rs3129888 was also a risk variant for sarcoidosis in AA. Classical HLA alleles DRB1*0101, DQA1*0101 and DQB1*0501, which are highly correlated, were also associated with sarcoidosis. rs3135287 near HLA-DRA was associated with HLA-DRA expression in peripheral blood mononuclear cells and bronchoalveolar lavage from subjects and lung tissue and whole blood from GTEx. We identified six novel SNPs (out of the seven SNPs representing the 49 significant SNPs) and nine HLA alleles associated with sarcoidosis susceptibility in the largest EA population. We also replicated our findings in an AA population. Our study reiterates the potential role of antigen recognition and/or presentation HLA class II genes in sarcoidosis pathogenesis.
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Affiliation(s)
- Shu-Yi Liao
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Colorado School of Public Health, University of Colorado Denver–Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Sean Jacobson
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
| | - Nabeel Y Hamzeh
- Department of Medicine, University of Iowa, Iowa City, IA 52242, USA
| | - Daniel A Culver
- Department of Medicine, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Briana Q Barkes
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
| | - Margarita Mroz
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
| | - Kristyn Macphail
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
| | - Karin Pacheco
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Colorado School of Public Health, University of Colorado Denver–Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Divya C Patel
- Department of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, University of Florida, Gainesville, FL 32610, USA
| | | | - Laura L Koth
- Department of Medicine, University of California-San Fransisco, San Fransisco, CA 94143, USA
| | - Carl D Langefeld
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
- Wake Forest University School of Medicine, Center for Precision Medicine, Winston-Salem, NC 27101, USA
| | - Sonia M Leach
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
| | - Elizabeth White
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
| | | | - Lisa A Maier
- Department of Medicine, National Jewish Health, Denver, CO 80206, USA
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Colorado School of Public Health, University of Colorado Denver–Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Tasha E Fingerlin
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Colorado School of Public Health, University of Colorado Denver–Anschutz Medical Campus, Aurora, CO 80045, USA
- Department of Immunology and Genomic Medicine, National Jewish Health, Denver, CO 80206, USA
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Lee EY, Choi W, Burkholder AB, Perera L, Mack JA, Miller FW, Fessler MB, Cook DN, Karmaus PWF, Nakano H, Garantziotis S, Madenspacher JH, House JS, Akhtari FS, Schmitt CS, Fargo DC, Hall JE, Motsinger-Reif AA. Race/ethnicity-stratified fine-mapping of the MHC locus reveals genetic variants associated with late-onset asthma. Front Genet 2023; 14:1173676. [PMID: 37415598 PMCID: PMC10321602 DOI: 10.3389/fgene.2023.1173676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 06/09/2023] [Indexed: 07/08/2023] Open
Abstract
Introduction: Asthma is a chronic disease of the airways that impairs normal breathing. The etiology of asthma is complex and involves multiple factors, including the environment and genetics, especially the distinct genetic architecture associated with ancestry. Compared to early-onset asthma, little is known about genetic predisposition to late-onset asthma. We investigated the race/ethnicity-specific relationship among genetic variants within the major histocompatibility complex (MHC) region and late-onset asthma in a North Carolina-based multiracial cohort of adults. Methods: We stratified all analyses by self-reported race (i.e., White and Black) and adjusted all regression models for age, sex, and ancestry. We conducted association tests within the MHC region and performed fine-mapping analyses conditioned on the race/ethnicity-specific lead variant using whole-genome sequencing (WGS) data. We applied computational methods to infer human leukocyte antigen (HLA) alleles and residues at amino acid positions. We replicated findings in the UK Biobank. Results: The lead signals, rs9265901 on the 5' end of HLA-B, rs55888430 on HLA-DOB, and rs117953947 on HCG17, were significantly associated with late-onset asthma in all, White, and Black participants, respectively (OR = 1.73, 95%CI: 1.31 to 2.14, p = 3.62 × 10-5; OR = 3.05, 95%CI: 1.86 to 4.98, p = 8.85 × 10-6; OR = 19.5, 95%CI: 4.37 to 87.2, p = 9.97 × 10-5, respectively). For the HLA analysis, HLA-B*40:02 and HLA-DRB1*04:05, HLA-B*40:02, HLA-C*04:01, and HLA-DRB1*04:05, and HLA-DRB1*03:01 and HLA-DQB1 were significantly associated with late-onset asthma in all, White, and Black participants. Conclusion: Multiple genetic variants within the MHC region were significantly associated with late-onset asthma, and the associations were significantly different by race/ethnicity group.
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Affiliation(s)
- Eunice Y. Lee
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Wonson Choi
- Genomics and Bioinformatics Laboratory, Seoul National University, Seoul, Republic of Korea
| | - Adam B. Burkholder
- National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Lalith Perera
- Genomic Integrity and Structural Biology Laboratory, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Jasmine A. Mack
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
- Department of Obstetrics and Gynecology, University of Cambridge, Cambridge, United Kingdom
| | - Frederick W. Miller
- Environmental Autoimmunity Group, Clinical Research Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Michael B. Fessler
- Immunity, Inflammation and Disease Laboratory, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Donald N. Cook
- Immunity, Inflammation and Disease Laboratory, National Institute of Environmental Health Sciences, Durham, NC, United States
- Immunogenetics Group, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Peer W. F. Karmaus
- Immunity, Inflammation and Disease Laboratory, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Hideki Nakano
- Immunity, Inflammation and Disease Laboratory, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Stavros Garantziotis
- Clinical Research Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Jennifer H. Madenspacher
- Clinical Research Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - John S. House
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Farida S. Akhtari
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
- Clinical Research Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Charles S. Schmitt
- Division of Translational Toxicology, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - David C. Fargo
- National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Janet E. Hall
- Clinical Research Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
| | - Alison A. Motsinger-Reif
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC, United States
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Kishore A, Sikorova K, Kocourkova L, Petrkova J, Doubkova M, Jakubec P, Rębała K, Dubaniewicz A, Petrek M. Evaluation of genetic risk, its clinical manifestation and disease management based on 18 susceptibility gene markers among West-Slavonic patients with sarcoidosis. Gene 2023:147577. [PMID: 37336276 DOI: 10.1016/j.gene.2023.147577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/08/2023] [Accepted: 06/14/2023] [Indexed: 06/21/2023]
Abstract
Sarcoidosis is a heterogenous, multisystemic inflammatory disease that primarily affects lungs. In this study, we multiplex genotyped 18 single-nucleotide polymorphisms (SNPs) to replicate the findings from previous genome-wide association studies (GWAS) and candidate gene studies, and extended analyses to different clinical manifestations (Lofgren syndrome and chest X-ray [CXR] stages) including treatment response among West-Slavonic subjects (564 sarcoidosis patients and 301 healthy controls). We confirm the replication (with Bonferroni correction) of ANXA11 rs1049550 as protective variant for sarcoidosis (odds ratio [OR]=0.71, p=1.33×10-3), non-LS (OR=0.66, p=2.71×10-4) and CXR stages 2-4 (OR=0.62, p=7.48×10-5) compared to controls in West-Slavonic population. We also validate the association of risk variants C6orf10 rs3129927 (OR=2.61, p=2.60×10-8), TNFA rs1800629 (OR=1.56, p=6.65×10-4), ATF6B rs3130288 (OR=2.75, p=1.06×10-9) and HLA-DQA1 rs2187668 (OR=1.74, p=8.83×10-4) with sarcoidosis compared to controls. For sub-phenotypes compared to controls, risk variants C6orf10 rs3129927 (OR=5.35, p=1.07×10-12), TNFA rs1800629 (OR=2.66, p=5.94×10-7), ATF6B rs3130288 (OR=5.24, p=5.21×10-13), LRRC16A rs9295661 (OR=2.97, p=4.29×10-4), HLA-DQA1 rs2187668 (OR=3.14, p=1.09×10-6) and HLA-DRA rs3135394 (OR=5.23, p=8.25×10-13) were associated with LS while C6orf10 rs3129927 (OR=1.96, p=4.27×10-4) and ATF6B rs3130288 (OR=2.15, p=3.36×10-5) were associated with non-LS. For CXR stages compared to controls, C6orf10 rs3129927 (OR=3.67, p=3.63×10-11), TNFA rs1800629 (OR=1.84, p=1.32×10-4), ATF6B rs3129927 (OR=3.63, p=1.82×10-11), HLA-DQA1 rs2187668 (OR=2.13, p=9.59×10-5) and HLA-DRA rs3135394 (OR=3.42, p=3.45×10-10) were risk variants for early CXR stages 0-1 while C6orf10 rs3129927 (OR=1.99, p=5.51×10-4), ATF6B rs3129927 (OR=2.23, p=3.52×10-5) and HLA-DRA rs3135394 (OR=1.85, p=2.00×10-3) were risk variants for advanced CXR stages 2-4. The present findings nominate gene variants as plausible prognostic markers for clinical phenotypes, treatment response and disease resolution/progression and may form the basis for establishing genotype-phenotype relationships in patients with sarcoidosis among West-Slavonic population.
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Affiliation(s)
- Amit Kishore
- Department of Pathological Physiology, Faculty of Medicine and Dentistry, Palacký University, Olomouc, Czech Republic; AccuScript Consultancy, Ludhiana, Punjab, India
| | - Katerina Sikorova
- Department of Pathological Physiology, Faculty of Medicine and Dentistry, Palacký University, Olomouc, Czech Republic
| | - Lenka Kocourkova
- Department of Pathological Physiology, Faculty of Medicine and Dentistry, Palacký University, Olomouc, Czech Republic; Laboratory of Cardiogenomics LEM, University Hospital Olomouc, Czech Republic
| | - Jana Petrkova
- Department of Pathological Physiology, Faculty of Medicine and Dentistry, Palacký University, Olomouc, Czech Republic; Laboratory of Cardiogenomics LEM, University Hospital Olomouc, Czech Republic
| | - Martina Doubkova
- Department of Pulmonary Diseases and Tuberculosis, Masaryk University and University Hospital Brno, Czech Republic
| | - Petr Jakubec
- Department of Respiratory Medicine, Faculty of Medicine and Dentistry, Palacký University and University Hospital Olomouc, Czech Republic
| | - Krzysztof Rębała
- Department of Forensic Medicine, Medical University of Gdansk, Gdansk, Poland
| | - Anna Dubaniewicz
- Department of Pulmonology, Medical University of Gdansk, Poland.
| | - Martin Petrek
- Department of Pathological Physiology, Faculty of Medicine and Dentistry, Palacký University, Olomouc, Czech Republic.
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Rasmussen A, Dawkins BA, Li C, Pezant N, Levin AM, Rybicki BA, Iannuzzi MC, Montgomery CG. Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis. Lung 2023; 201:297-302. [PMID: 37322162 PMCID: PMC10284928 DOI: 10.1007/s00408-023-00626-6] [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: 05/02/2023] [Accepted: 06/02/2023] [Indexed: 06/17/2023]
Abstract
Sarcoidosis is a systemic granulomatous disease with predominant pulmonary involvement and vast heterogeneity of clinical manifestations and disease outcomes. African American (AA) patients suffer greater morbidity and mortality. Using Multiple Correspondence Analysis, we identified seven clusters of organ involvement in European American (EA; n = 385) patients which were similar to those previously described in a Pan-European (GenPhenReSa) and a Spanish cohort (SARCOGEAS). In contrast, AA (n = 987) had six, less well-defined and overlapping clusters with little similarity to the cluster identified in the EA cohort evaluated at the same U.S. institutions. Association of cluster membership with two-digit HLA-DRB1 alleles demonstrated ancestry-specific patterns of association and replicated known HLA effects.These results further support the notion that genetically influenced immune risk profiles, which differ based on ancestry, play a role in phenotypic heterogeneity. Dissecting such risk profiles will move us closer to personalized medicine for this complex disease.
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Affiliation(s)
- Astrid Rasmussen
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th, Research Tower, Suite 2202, Oklahoma City, Ok, 73104, USA
| | - Bryan A Dawkins
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th, Research Tower, Suite 2202, Oklahoma City, Ok, 73104, USA
| | - Chuang Li
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th, Research Tower, Suite 2202, Oklahoma City, Ok, 73104, USA
| | - Nathan Pezant
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th, Research Tower, Suite 2202, Oklahoma City, Ok, 73104, USA
| | - Albert M Levin
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA
| | - Benjamin A Rybicki
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA
| | - Michael C Iannuzzi
- Department of Medical Education, City University of New York School of Medicine, New York, NY, USA
| | - Courtney G Montgomery
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th, Research Tower, Suite 2202, Oklahoma City, Ok, 73104, USA.
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9
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Xiong Y, Kullberg S, Garman L, Pezant N, Ellinghaus D, Vasila V, Eklund A, Rybicki BA, Iannuzzi MC, Schreiber S, Müller-Quernheim J, Montgomery CG, Grunewald J, Padyukov L, Rivera NV. Sex differences in the genetics of sarcoidosis across European and African ancestry populations. Front Med (Lausanne) 2023; 10:1132799. [PMID: 37250650 PMCID: PMC10213734 DOI: 10.3389/fmed.2023.1132799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 04/10/2023] [Indexed: 05/31/2023] Open
Abstract
Background Sex differences in the susceptibility of sarcoidosis are unknown. The study aims to identify sex-dependent genetic variations in two clinical sarcoidosis phenotypes: Löfgren's syndrome (LS) and non-Löfgren's syndrome (non-LS). Methods A meta-analysis of genome-wide association studies was conducted on Europeans and African Americans, totaling 10,103 individuals from three population-based cohorts, Sweden (n = 3,843), Germany (n = 3,342), and the United States (n = 2,918), followed by an SNP lookup in the UK Biobank (UKB, n = 387,945). A genome-wide association study based on Immunochip data consisting of 141,000 single nucleotide polymorphisms (SNPs) was conducted in the sex groups. The association test was based on logistic regression using the additive model in LS and non-LS sex groups independently. Additionally, gene-based analysis, gene expression, expression quantitative trait loci (eQTL) mapping, and pathway analysis were performed to discover functionally relevant mechanisms related to sarcoidosis and biological sex. Results We identified sex-dependent genetic variations in LS and non-LS sex groups. Genetic findings in LS sex groups were explicitly located in the extended Major Histocompatibility Complex (xMHC). In non-LS, genetic differences in the sex groups were primarily located in the MHC class II subregion and ANXA11. Gene-based analysis and eQTL enrichment revealed distinct sex-specific gene expression patterns in various tissues and immune cell types. In LS sex groups, a pathway map related to antigen presentation machinery by IFN-gamma. In non-LS, pathway maps related to immune response lectin-induced complement pathway in males and related to maturation and migration of dendritic cells in skin sensitization in females were identified. Conclusion Our findings provide new evidence for a sex bias underlying sarcoidosis genetic architecture, particularly in clinical phenotypes LS and non-LS. Biological sex likely plays a role in disease mechanisms in sarcoidosis.
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Affiliation(s)
- Ying Xiong
- Respiratory Medicine Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Susanna Kullberg
- Respiratory Medicine Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- Department of Respiratory Medicine and Allergy, Theme Inflammation and Ageing, Karolinska University Hospital, Stockholm, Sweden
| | - Lori Garman
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Nathan Pezant
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Vasiliki Vasila
- Respiratory Medicine Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Anders Eklund
- Department of Respiratory Medicine and Allergy, Theme Inflammation and Ageing, Karolinska University Hospital, Stockholm, Sweden
| | - Benjamin A. Rybicki
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, United States
| | - Michael C. Iannuzzi
- Zucker School of Medicine, Staten Island University Hospital, Northwell/Hofstra University, Staten Island, NY, United States
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
- Clinic for Internal Medicine I, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Joachim Müller-Quernheim
- Department of Pneumology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Courtney G. Montgomery
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Johan Grunewald
- Respiratory Medicine Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- Department of Respiratory Medicine and Allergy, Theme Inflammation and Ageing, Karolinska University Hospital, Stockholm, Sweden
- Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Leonid Padyukov
- Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Natalia V. Rivera
- Respiratory Medicine Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
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10
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Starshinova A, Zinchenko Y, Malkova A, Kudlay D, Kudryavtsev I, Yablonskiy P. Sarcoidosis and Autoimmune Inflammatory Syndrome Induced by Adjuvants. Life (Basel) 2023; 13:life13041047. [PMID: 37109576 PMCID: PMC10145559 DOI: 10.3390/life13041047] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 04/16/2023] [Accepted: 04/17/2023] [Indexed: 04/29/2023] Open
Abstract
Currently, sarcoidosis remains one of the diseases with unknown etiology, which significantly complicates its diagnosis and treatment. Various causes of sarcoidosis have been studied for many years. Both organic and inorganic trigger factors, provoking the development of granulomatous inflammation are considered. However, the most promising and evidence-based hypothesis is the development of sarcoidosis as an autoimmune disease, provoked by various adjuvants in genetic predisposed individuals. This concept fits into the structure of the autoimmune/inflammatory syndrome, induced by adjuvants (ASIA) that was proposed in 2011 by Professor Shoenfeld Y. In this paper, the authors reveal the presence of major and minor ASIA criteria for sarcoidosis, propose a new concept of the course of sarcoidosis within the framework of ASIA, and point out the difficulties in creating a model of the disease and the selection of therapy. It is obvious that the data obtained not only bring us closer to understanding the nature of sarcoidosis, but also potentiate new studies confirming this hypothesis by obtaining a model of the disease.
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Affiliation(s)
- Anna Starshinova
- Almazov National Medical Research Centre, 197341 Saint-Petersburg, Russia
| | - Yulia Zinchenko
- Saint-Petersburg Research Institute of Phthisiopulmonology, 194064 Saint-Petersburg, Russia
| | - Anna Malkova
- Laboratory of the Mosaic of Autoimmunity, Saint-Petersburg State University, 199034 Saint-Petersburg, Russia
| | - Dmitriy Kudlay
- Medical Department, Sechenov First Moscow State Medical University, 119435 Moscow, Russia
- Institute of Immunology, 115478 Moscow, Russia
| | - Igor Kudryavtsev
- Almazov National Medical Research Centre, 197341 Saint-Petersburg, Russia
- Department of Immunology, Institution of Experimental Medicine, 197022 Saint-Petersburg, Russia
| | - Piotr Yablonskiy
- Saint-Petersburg Research Institute of Phthisiopulmonology, 194064 Saint-Petersburg, Russia
- Laboratory of the Mosaic of Autoimmunity, Saint-Petersburg State University, 199034 Saint-Petersburg, Russia
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11
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Rosario KF, Brezitski K, Arps K, Milne M, Doss J, Karra R. Cardiac Sarcoidosis: Current Approaches to Diagnosis and Management. Curr Allergy Asthma Rep 2022; 22:171-182. [PMID: 36308680 DOI: 10.1007/s11882-022-01046-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2022] [Indexed: 12/13/2022]
Abstract
PURPOSE OF REVIEW Cardiac sarcoidosis (CS) is an important cause of non-ischemic cardiomyopathy and has specific diagnostic and therapeutic considerations. With advances in imaging techniques and treatment approaches, the approach to monitoring disease progression and management of CS continues to evolve. The purpose of this review is to highlight advances in CS diagnosis and treatment and present a center's multidisciplinary approach to CS care. RECENT FINDINGS In this review, we highlight advances in granuloma biology along with contemporary diagnostic approaches. Moreover, we expand on current targets of immunosuppression focused on granuloma biology and concurrent advances in the cardiovascular care of CS in light of recent guideline recommendations. Here, we review advances in the understanding of the sarcoidosis granuloma along with contemporary diagnostic and therapeutic considerations for CS. Additionally, we highlight knowledge gaps and areas for future research in CS treatment.
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Affiliation(s)
- Karen Flores Rosario
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Kyla Brezitski
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Kelly Arps
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Megan Milne
- Division of Rheumatology, Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Jayanth Doss
- Division of Rheumatology, Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Ravi Karra
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA.
- Department of Pathology, Duke University Medical Center, Box 102152 DUMC, Durham, NC, 27710, USA.
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12
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Tuo S, Li C, Liu F, Zhu Y, Chen T, Feng Z, Liu H, Li A. A Novel Multitasking Ant Colony Optimization Method for Detecting Multiorder SNP Interactions. Interdiscip Sci 2022; 14:814-832. [PMID: 35788965 DOI: 10.1007/s12539-022-00530-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 05/29/2022] [Accepted: 06/01/2022] [Indexed: 06/15/2023]
Abstract
MOTIVATION Linear or nonlinear interactions of multiple single-nucleotide polymorphisms (SNPs) play an important role in understanding the genetic basis of complex human diseases. However, combinatorial analytics in high-dimensional space makes it extremely challenging to detect multiorder SNP interactions. Most classic approaches can only perform one task (for detecting k-order SNP interactions) in each run. Since prior knowledge of a complex disease is usually not available, it is difficult to determine the value of k for detecting k-order SNP interactions. METHODS A novel multitasking ant colony optimization algorithm (named MTACO-DMSI) is proposed to detect multiorder SNP interactions, and it is divided into two stages: searching and testing. In the searching stage, multiple multiorder SNP interaction detection tasks (from 2nd-order to kth-order) are executed in parallel, and two subpopulations that separately adopt the Bayesian network-based K2-score and Jensen-Shannon divergence (JS-score) as evaluation criteria are generated for each task to improve the global search capability and the discrimination ability for various disease models. In the testing stage, the G test statistical test is adopted to further verify the authenticity of candidate solutions to reduce the error rate. RESULT Three multiorder simulated disease models with different interaction effects and three real age-related macular degeneration (AMD), rheumatoid arthritis (RA) and type 1 diabetes (T1D) datasets were used to investigate the performance of the proposed MTACO-DMSI. The experimental results show that the MTACO-DMSI has a faster search speed and higher discriminatory power for diverse simulation disease models than traditional single-task algorithms. The results on real AMD data and RA and T1D datasets indicate that MTACO-DMSI has the ability to detect multiorder SNP interactions at a genome-wide scale. Availability and implementation: https://github.com/shouhengtuo/MTACO-DMSI/.
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Affiliation(s)
- Shouheng Tuo
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China.
- Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an, 710121, Shaanxi, China.
- Xi'an Key Laboratory of Big Data and Intelligent Computing, Xi'an, 710121, Shaanxi, China.
| | - Chao Li
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China
- Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an, 710121, Shaanxi, China
- Xi'an Key Laboratory of Big Data and Intelligent Computing, Xi'an, 710121, Shaanxi, China
| | - Fan Liu
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China
- Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an, 710121, Shaanxi, China
- Xi'an Key Laboratory of Big Data and Intelligent Computing, Xi'an, 710121, Shaanxi, China
| | - YanLing Zhu
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China
- Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an, 710121, Shaanxi, China
- Xi'an Key Laboratory of Big Data and Intelligent Computing, Xi'an, 710121, Shaanxi, China
| | - TianRui Chen
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China
- Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an, 710121, Shaanxi, China
- Xi'an Key Laboratory of Big Data and Intelligent Computing, Xi'an, 710121, Shaanxi, China
| | - ZengYu Feng
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China
- Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an, 710121, Shaanxi, China
- Xi'an Key Laboratory of Big Data and Intelligent Computing, Xi'an, 710121, Shaanxi, China
| | - Haiyan Liu
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China
- Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an, 710121, Shaanxi, China
- Xi'an Key Laboratory of Big Data and Intelligent Computing, Xi'an, 710121, Shaanxi, China
| | - Aimin Li
- School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, 710048, Shaanxi, China
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13
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Hardin A, Dawkins B, Pezant N, Rasmussen A, Montgomery C. Genetics of neurosarcoidosis. J Neuroimmunol 2022; 372:577957. [PMID: 36054933 PMCID: PMC10865996 DOI: 10.1016/j.jneuroim.2022.577957] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 08/03/2022] [Accepted: 08/25/2022] [Indexed: 12/31/2022]
Abstract
Sarcoidosis is a systemic, inflammatory, granulomatous disease characterized by great variability in organ involvement, clinical course, and severity. While pulmonary manifestations are almost universal, the central and peripheral nervous systems can also be affected. Neurosarcoidosis occurs in ∼5-15% of cases and is among the manifestations with the highest morbidity and mortality. It is known that sarcoidosis has genetic underpinnings and while multiple studies aimed at identifying associations to sarcoidosis susceptibility and prognosis, very few studies have focused on neurosarcoidosis. This review summarizes the genetic studies to date, compares and contrasts those findings with other genetic effects in sarcoidosis, and offers ideas for moving the field forward.
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Affiliation(s)
- Abigail Hardin
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, 825 NE 13(th), Research Tower, Suite 2202, Oklahoma City, OK 73104, USA
| | - Bryan Dawkins
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, 825 NE 13(th), Research Tower, Suite 2202, Oklahoma City, OK 73104, USA
| | - Nathan Pezant
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, 825 NE 13(th), Research Tower, Suite 2202, Oklahoma City, OK 73104, USA
| | - Astrid Rasmussen
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, 825 NE 13(th), Research Tower, Suite 2202, Oklahoma City, OK 73104, USA
| | - Courtney Montgomery
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, 825 NE 13(th), Research Tower, Suite 2202, Oklahoma City, OK 73104, USA.
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14
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Casanova NG, Reyes-Hernon V, Gregory T, Sun B, Bermudez T, Hufford MK, Oita RC, Camp SM, Hernandez-Molina G, Serrano JR, Sun X, Fimbres J, Mirsaeidi M, Sammani S, Bime C, Garcia JGN. Biochemical and genomic identification of novel biomarkers in progressive sarcoidosis: HBEGF, eNAMPT, and ANG-2. Front Med (Lausanne) 2022; 9:1012827. [PMID: 36388923 PMCID: PMC9640603 DOI: 10.3389/fmed.2022.1012827] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 10/07/2022] [Indexed: 11/29/2022] Open
Abstract
Background Progressive pulmonary fibrosis is a serious complication in subjects with sarcoidosis. The absence of reliable, non-invasive biomarkers that detect early progression exacerbates the difficulty in predicting sarcoidosis severity. To potentially address this unmet need, we evaluated a panel of markers for an association with sarcoidosis progression (HBEGF, NAMPT, IL1-RA, IL-6, IL-8, ANG-2). This panel encompasses proteins related to inflammation, vascular injury, cell proliferation, and fibroblast mitogenesis processes. Methods Plasma biomarker levels and biomarker protein expression in lung and lymph nodes tissues (immunohistochemical studies) from sarcoidosis subjects with limited disease and progressive (complicated) sarcoidosis were performed. Gene expression of the protein-coding genes included in this panel was analyzed using RNAseq in sarcoidosis granulomatous tissues from lung and lymph nodes. Results Except for IL-8, plasma levels of each biomarker—eNAMPT, IL-1RA, IL-6, ANG-2, and HBEGF—were significantly elevated in sarcoidosis subjects compared to controls. In addition, plasma levels of HBEGF were elevated in complicated sarcoidosis, while eNAMPT and ANG-2 were observed to serve as markers of lung fibrosis in a subgroup of complicated sarcoidosis. Genomic studies corroborated HBEGF and NAMPT among the top dysregulated genes and identified cytokine-related and fibrotic pathways in lung granulomatous tissues from sarcoidosis. Conclusion These findings suggest HBEGF, eNAMPT, and ANG-2 may serve as potential novel indicators of the clinical severity of sarcoidosis disease.
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Affiliation(s)
- Nancy G. Casanova
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Vivian Reyes-Hernon
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Taylor Gregory
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Belinda Sun
- Department of Pathology, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Tadeo Bermudez
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Matthew K. Hufford
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Radu C. Oita
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Sara M. Camp
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | | | | | - Xiaoguang Sun
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Jocelyn Fimbres
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, Mexico
| | - Mehdi Mirsaeidi
- Department of Medicine, College of Medicine, University of Florida, Jacksonville, FL, United States
| | - Saad Sammani
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Christian Bime
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
| | - Joe G. N. Garcia
- Department of Medicine, University of Arizona Health Sciences, Tucson, AZ, United States
- *Correspondence: Joe G. N. Garcia,
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15
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Wang X, Liu Y. Offense and Defense in Granulomatous Inflammation Disease. Front Cell Infect Microbiol 2022; 12:797749. [PMID: 35846773 PMCID: PMC9277142 DOI: 10.3389/fcimb.2022.797749] [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: 10/19/2021] [Accepted: 05/30/2022] [Indexed: 11/13/2022] Open
Abstract
Granulomatous inflammation (GI) diseases are a group of chronic inflammation disorders characterized by focal collections of multinucleated giant cells, epithelioid cells and macrophages, with or without necrosis. GI diseases are closely related to microbes, especially virulent intracellular bacterial infections are important factors in the progression of these diseases. They employ a range of strategies to survive the stresses imposed upon them and persist in host cells, becoming the initiator of the fighting. Microbe-host communication is essential to maintain functions of a healthy host, so defense capacity of hosts is another influence factor, which is thought to combine to determine the result of the fighting. With the development of gene research technology, many human genetic loci were identified to be involved in GI diseases susceptibility, providing more insights into and knowledge about GI diseases. The current review aims to provide an update on the most recent progress in the identification and characterization of bacteria in GI diseases in a variety of organ systems and clinical conditions, and examine the invasion and escape mechanisms of pathogens that have been demonstrated in previous studies, we also review the existing data on the predictive factors of the host, mainly on genetic findings. These strategies may improve our understanding of the mechanisms underlying GI diseases, and open new avenues for the study of the associated conditions in the future.
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Affiliation(s)
- Xinwen Wang
- Shaanxi Clinical Research Center for Oral Diseases, National Clinical Research Center for Oral Diseases, State Key Laboratory of Military Stomatology, Department of Oral Medicine, School of Stomatology, The Fourth Military Medical University, Xi'an, China
| | - Yuan Liu
- Shaanxi International Joint Research Center for Oral Diseases, State Key Laboratory of Military Stomatology, Department of Histology and Pathology, School of Stomatology, The Fourth Military Medical University, Xi'an, China
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16
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Dawkins BA, Garman L, Cejda N, Pezant N, Rasmussen A, Rybicki BA, Levin AM, Benchek P, Seshadri C, Mayanja-Kizza H, Iannuzzi MC, Stein CM, Montgomery CG. Novel HLA associations with outcomes of Mycobacterium tuberculosis exposure and sarcoidosis in individuals of African ancestry using nearest-neighbor feature selection. Genet Epidemiol 2022; 46:463-474. [PMID: 35702824 DOI: 10.1002/gepi.22490] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 05/20/2022] [Accepted: 05/25/2022] [Indexed: 11/07/2022]
Abstract
Tuberculosis and sarcoidosis are inflammatory diseases characterized by granulomas that may occur in any organ but are often found in the lung. The panoply of classical human leukocyte antigen (HLA) alleles associated with occurrence and/or severity of both diseases varies considerably across studies. This heterogeneity of results, due to variation in factors like ancestry and disease subphenotype, as well as the use of simple modeling strategies to elucidate likely complex relationships, has made conclusions about underlying commonalities difficult. Here we perform HLA association analyses in individuals of African ancestry, using a greater resolution to include subphenotypes of disease and employing more comprehensive analytical techniques. Using a novel application of nearest-neighbor feature selection to score allelic importance, we investigated HLA allele association with Mycobacterium tuberculosis exposure outcomes in the first analysis of both latent Mycobacterium tuberculosis infection and active disease compared with those who, despite long-term exposure to active index cases, have neither positive diagnostic tests nor display clinical symptoms. We also compared persistent to resolved sarcoidosis. This led to the identification of novel HLA associations and evidence of main effects and interaction effects. We found strikingly similar main effects and interaction effects at HLA-DRB1, -DQB1, and -DPB1 in those resistant to tuberculosis (either latent or active) and persistent sarcoidosis.
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Affiliation(s)
- Bryan A Dawkins
- Department of Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Lori Garman
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Nicholas Cejda
- Department of Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Nathan Pezant
- Department of Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Astrid Rasmussen
- Department of Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Benjamin A Rybicki
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA
| | - Albert M Levin
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA.,Center for Bioinformatics, Henry Ford Health System, Detroit, Michigan, USA
| | - Penelope Benchek
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Chetan Seshadri
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | | | - Michael C Iannuzzi
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA
| | - Catherine M Stein
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA.,Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Courtney G Montgomery
- Department of Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
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17
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Huang XF, Brown MA. Progress in the genetics of uveitis. Genes Immun 2022; 23:57-65. [PMID: 35379982 PMCID: PMC9042703 DOI: 10.1038/s41435-022-00168-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 03/14/2022] [Accepted: 03/16/2022] [Indexed: 11/29/2022]
Abstract
Uveitis is the most common form of intraocular inflammatory disease and is a significant cause of visual impairment worldwide. Aetiologically, uveitis can also be classified into infectious uveitis and non-infectious uveitis. The common non-infectious forms of uveitis include acute anterior uveitis (AAU), Behçet’s disease (BD), Vogt-Koyanagi-Harada (VKH) disease, birdshot chorioretinopathy (BSCR), sarcoid uveitis. In addition, a few monogenic autoinflammatory disorders can also cause uveitis, such as Blau Syndrome and haploinsufficiency of A20 (HA20). Although the exact pathogenesis of non-infectious uveitis is still unclear, it is well-recognised that it involves both genetic and environmental risk factors. A hallmark of uveitis is its strong associations with human leucocyte antigens (HLA). For examples, AAU, BD and BSCR are strongly associated with HLA-B27, HLA-B51, and HLA-A29, respectively. In uveitis studies, multiple GWAS have successfully been conducted and led to identification of novel susceptibility loci, for example, IL23R has been identified in BD, VKH and AAU. In this review, we summarize the latest progress on the genetic associations of both HLA and non-HLA genes with major forms of uveitis, including AAU, BD, VKH, BSCR, sarcoid uveitis, Blau Syndrome and HA20, and potential future research directions.
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Affiliation(s)
- Xiu-Feng Huang
- The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.,Queensland University of Technology, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Faculty of Health, Translational Research Institute, Woolloongabba, Qld, Australia
| | - Matthew A Brown
- Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London, England. .,Genomics England, London, UK.
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18
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Kök GF, Türsen Ü. The Immunogenetics of Granulomatous Diseases. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1367:349-368. [DOI: 10.1007/978-3-030-92616-8_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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19
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Innabi A, Alzghoul BN, Kalra S, Al-Hakim T, Buchanan M, Shivas T, Xue W, Gomez-Manjarres D, Patel DC. Sarcoidosis among US Hispanics in a Nationwide Registry. Respir Med 2021; 190:106682. [PMID: 34788736 DOI: 10.1016/j.rmed.2021.106682] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 10/14/2021] [Accepted: 11/08/2021] [Indexed: 01/20/2023]
Abstract
BACKGROUND Sarcoidosis has been well studied in multiple races and ethnic groups. However, there is a paucity of data that describes sarcoidosis in Hispanics. We aimed to determine the prevalence of Hispanic ethnicity, clinical characteristics and impact of sarcoidosis among Hispanics from a US based national registry. METHODS We conducted a national registry-based study investigating 3835 respondents to the Sarcoidosis Advanced Registry for Cures questionnaire. This registry is a web-based, self-reported questionnaire that provides data related to demographics, diagnostics, organ involvement, treatment modalities, and the physical and psychosocial impact of sarcoidosis. We compared Hispanic patients to non-Hispanics. We performed multivariate logistic regression analysis adjusting for age, gender, education, income and insurance status and looked at the association between Hispanic ethnicity with depression, chronic pain syndrome, chronic fatigue syndrome, impact on family finances, employment-based disability and job termination. RESULTS Nine percent of the patients reported a Hispanic ethnicity and the majority of these patients self-identified as white women. The most common organs involved were the lungs (74.9%), central lymph nodes (53.8%), and peripheral lymph nodes (37.1%). Hispanics reported more peripheral nerves and peripheral lymph nodes involvement than non-Hispanics. Hispanics experienced more depression, sleep apnea, and chronic pain syndrome than non-Hispanics. The use of mobility assistive devices was more common among Hispanics, as well as employment-based disability, and disease-related job termination compared to non-Hispanics. The majority of Hispanics reported significantly more pain that interfered with the enjoyment of life than non-Hispanics. On multivariate logistic regression analysis, Hispanic ethnicity was associated with depression (adjusted odds ratio (aOR) = 1.5; 95% CI: 1.01-2.2), chronic pain syndrome (aOR = 1.7; 1.1-2.6), job termination due to sarcoidosis (aOR = 1.7; 1.1-2.7) and higher impact on family finances (aOR = 1.7; 1.1-2.5). CONCLUSION The clinical presentation of sarcoidosis in Hispanic patients differs from that in non-Hispanic patients living in the United States. These differences should be considered when managing Hispanic patients with sarcoidosis. We encourage more studies that investigate phenotyping among Hispanics with sarcoidosis.
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Affiliation(s)
- Ayoub Innabi
- Division of Pulmonary, Critical Care and Sleep Medicine; University of Florida; Gainesville, Florida, USA
| | - Bashar N Alzghoul
- Division of Pulmonary, Critical Care and Sleep Medicine; University of Florida; Gainesville, Florida, USA
| | - Saminder Kalra
- Division of Pulmonary, Critical Care and Sleep Medicine; University of Florida; Gainesville, Florida, USA
| | | | - Mindy Buchanan
- Foundation for Sarcoidosis Research; Chicago, Illinois, USA
| | - Tricha Shivas
- Foundation for Sarcoidosis Research; Chicago, Illinois, USA
| | - Wei Xue
- Department of Biostatistics, College of Public Health and Health Professions and College of Medicine; University of Florida; Gainesville, FL, USA
| | - Diana Gomez-Manjarres
- Division of Pulmonary, Critical Care and Sleep Medicine; University of Florida; Gainesville, Florida, USA
| | - Divya C Patel
- Division of Pulmonary, Critical Care and Sleep Medicine; University of Florida; Gainesville, Florida, USA.
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20
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Abstract
Sarcoidosis is a chronic inflammatory disease of unknown etiology that affects many systemic organs, including the eye. The eye is the second most frequently affected organ in patients with sarcoidosis after lung disease. Approximately 30-50% of patients with systemic sarcoidosis develop uveitis, which is a sight-threatening intraocular inflammatory disorder. Sarcoidosis is the leading cause of uveitis in Japan and is one of the major clinical entities in many countries. Therefore, uveitis in association with sarcoidosis (ocular sarcoidosis) is considered essential in clinical practice in ophthalmology. The current review focuses on distinguishing features of ocular sarcoidosis, diagnosis, management, and discussion of the etiology of ocular sarcoidosis.
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Affiliation(s)
- Hiroshi Takase
- Department of Ophthalmology and Visual Science, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
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21
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Abstract
Epigenetic modifications are emerging as important regulatory mechanisms of gene expression in lung disease, given that they are influenced by environmental exposures and genetic variants, and that they regulate immune and fibrotic processes. In this review, we introduce these concepts with a focus on the study of DNA methylation and histone modifications and discuss how they have been applied to lung disease, and how they can be applied to sarcoidosis. This information has implications for other exposure and immunologically mediated lung diseases, such as chronic beryllium disease, hypersensitivity pneumonitis, and asbestosis.
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Affiliation(s)
- Iain R Konigsberg
- Human Medical Genetics and Genomics Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Dept of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Lisa A Maier
- Dept of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Dept of Medicine, National Jewish Health, Denver, CO, USA
- Dept of Environmental and Occupational Health, Colorado School of Public Health, Aurora, CO, USA
| | - Ivana V Yang
- Human Medical Genetics and Genomics Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Dept of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Dept of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
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22
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A Primer on the Clinical Aspects of Sarcoidosis for the Basic and Translational Scientist. J Clin Med 2021; 10:jcm10132857. [PMID: 34203188 PMCID: PMC8268437 DOI: 10.3390/jcm10132857] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 06/21/2021] [Indexed: 12/19/2022] Open
Abstract
The immunopathogenesis of sarcoidosis remains unclear. This failure in understanding has been clinically impactful, as it has impeded the accurate diagnosis, treatment, and prevention of this disease. Unraveling the mechanisms of sarcoidosis will require input from basic and translational scientists. In order to reach this goal, scientists must have a firm grasp of the clinical aspects of the disease, including its diagnostic criteria, the immunologic defects, clinical presentations, response to therapy, risk factors, and clinical course. This manuscript will provide an overview of the clinical aspects of sarcoidosis that are particularly relevant for the basic and translational scientist. The variable phenotypic expression of the disease will be described, which may be integral in identifying immunologic disease mechanisms that may be relevant to subgroups of sarcoidosis patients. Data concerning treatment and risk factors may yield important insights concerning germane immunologic pathways involved in the development of disease. It is hoped that this manuscript will stimulate communication between scientists and clinicians that will eventually lead to improved care of sarcoidosis patients.
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23
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Takeuchi M, Mizuki N, Ohno S. Pathogenesis of Non-Infectious Uveitis Elucidated by Recent Genetic Findings. Front Immunol 2021; 12:640473. [PMID: 33912164 PMCID: PMC8072111 DOI: 10.3389/fimmu.2021.640473] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 03/22/2021] [Indexed: 01/01/2023] Open
Abstract
Uveitis is a generic term for inflammation of the uvea, which includes the iris, ciliary body, and choroid. Prevalence of underlying non-infectious uveitis varies by race and region and is a major cause of legal blindness in developed countries. Although the etiology remains unclear, the involvement of both genetic and environmental factors is considered important for the onset of many forms of non-infectious uveitis. Major histocompatibility complex (MHC) genes, which play a major role in human immune response, have been reported to be strongly associated as genetic risk factors in several forms of non-infectious uveitis. Behçet’s disease, acute anterior uveitis (AAU), and chorioretinopathy are strongly correlated with MHC class I-specific alleles. Moreover, sarcoidosis and Vogt-Koyanagi-Harada (VKH) disease are associated with MHC class II-specific alleles. These correlations can help immunogenetically classify the immune pathway involved in each form of non-infectious uveitis. Genetic studies, including recent genome-wide association studies, have identified several susceptibility genes apart from those in the MHC region. These genetic findings help define the common or specific pathogenesis of ocular inflammatory diseases by comparing the susceptibility genes of each form of non-infectious uveitis. Interestingly, genome-wide association of the interleukin (IL)23R region has been identified in many of the major forms of non-infectious uveitis, such as Behçet’s disease, ocular sarcoidosis, VKH disease, and AAU. The interleukin-23 (IL-23) receptor, encoded by IL23R, is expressed on the cell surface of Th17 cells. IL-23 is involved in the homeostasis of Th17 cells and the production of IL-17, which is an inflammatory cytokine, indicating that a Th17 immune response is a common key in the pathogenesis of non-infectious uveitis. Based on the findings from the immunogenetics of non-infectious uveitis, a personalized treatment approach based on the patient’s genetic make-up is expected.
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Affiliation(s)
- Masaki Takeuchi
- Department of Ophthalmology and Visual Science, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Nobuhisa Mizuki
- Department of Ophthalmology and Visual Science, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Shigeaki Ohno
- Department of Ophthalmology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
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24
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Garman L, Pezant N, Pastori A, Savoy KA, Li C, Levin AM, Iannuzzi MC, Rybicki BA, Adrianto I, Montgomery CG. Genome-Wide Association Study of Ocular Sarcoidosis Confirms HLA Associations and Implicates Barrier Function and Autoimmunity in African Americans. Ocul Immunol Inflamm 2021; 29:244-249. [PMID: 32141793 PMCID: PMC7483204 DOI: 10.1080/09273948.2019.1705985] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 12/11/2019] [Accepted: 12/13/2019] [Indexed: 12/18/2022]
Abstract
Purpose: Identify genes associated with ocular sarcoidosis (OS).Methods: We genotyped 1.1 million genetic variants to identify significant OS associations, defined as those that achieved p < 5 × 10-8 in a genome-wide comparison of OS cases to healthy controls in our European- or African-American cohorts (EA, AA). Potential functional roles of all associated variants were assessed.Results: Eight significant non-HLA variants were found in AA OS cases compared to healthy controls and confirmed as at least suggestive when comparing OS to non-OS cases. Seven of these were within MAGI1 and include transcription factor binding sites and expression quantitative trait loci. Our EA cohort, while showing similar effect sizes at variants within MAGI1, had no significant variants. Association analysis of HLA-DRB1 alleles confirmed association to OS in EA to *04:01.Conclusion: Our results support organ-specific genetic risk in OS in a compelling candidate, MAGI1, known to be associated with barrier function and autoimmunity.
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Affiliation(s)
- Lori Garman
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Nathan Pezant
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Ambra Pastori
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Kathryn A. Savoy
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Chuang Li
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Albert M. Levin
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA
| | - Michael C. Iannuzzi
- Department of Internal Medicine, State University of New York, Upstate Medical University Hospital, Syracuse, NY, USA
| | - Benjamin A. Rybicki
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA
| | - Indra Adrianto
- Genes and Human Disease, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA
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25
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Kaufman KP, Becker ML. Distinguishing Blau Syndrome from Systemic Sarcoidosis. Curr Allergy Asthma Rep 2021; 21:10. [PMID: 33560445 DOI: 10.1007/s11882-021-00991-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2021] [Indexed: 12/15/2022]
Abstract
PURPOSE OF REVIEW The purpose of this review is to provide a framework to distinguish Blau syndrome/Early Onset Sarcoidosis and Sarcoidosis clinically. We also discuss relevant differences in genetics, pathogenesis, and management of these diseases. RECENT FINDINGS Blau syndrome and Sarcoidosis share the characteristic histologic finding of noncaseating granulomas as well as some similar clinical characteristics; nevertheless, they are distinct entities with important differences between them. Blau syndrome and Early Onset Sarcoidosis are due to one of numerous possible gain-of-function mutations in NOD2, commonly presenting before age 5 with a triad of skin rash, arthritis, and uveitis. However, as more cases are reported, expanded clinical manifestations have been described. In systemic Sarcoidosis, there are numerous susceptibility genes that have been identified, and disease is thought to result from an environmental exposure in a genetically susceptible host. It most often presents with constitutional symptoms and pulmonary involvement and typically affects adolescents and adults. This paper reviews the similarities and differences between Blau syndrome and Sarcoidosis. We also discuss the importance of distinguishing between them, particularly with regard to prognosis and outcomes.
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Affiliation(s)
- Katherine P Kaufman
- Department of Pediatrics, Division of Rheumatology and Nephrology, Duke University Medical Center, Durham, NC, USA.
- CarolinaEast Internal Medicine, Pollocksville, NC, USA.
| | - Mara L Becker
- Department of Pediatrics, Division of Rheumatology and Nephrology, Duke University Medical Center, Durham, NC, USA
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26
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Mousapasandi A, Herbert C, Thomas P. Potential use of biomarkers for the clinical evaluation of sarcoidosis. J Investig Med 2021; 69:jim-2020-001659. [PMID: 33452128 DOI: 10.1136/jim-2020-001659] [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] [Accepted: 12/29/2020] [Indexed: 12/20/2022]
Abstract
Sarcoidosis is a systemic granulomatous disease of unknown etiology and pathogenesis with a heterogeneous clinical presentation. In the appropriate clinical and radiological context and with the exclusion of other diagnoses, the disease is characterized by the pathological presence of non-caseating epithelioid cell granulomas. Sarcoidosis is postulated to be a multifactorial disease caused by chronic antigenic stimulation. The immunopathogenesis of sarcoidosis encompasses a complex interaction between the host, genetic factors and postulated environmental and infectious triggers, which result in granuloma development.The exact pathogenesis of the disease has yet to be elucidated, but some of the inflammatory pathways that play a key role in disease progression and outcomes are becoming apparent, and these may form the logical basis for selecting potential biomarkers.Biomarkers are biological molecules that are altered pathologically. To date, there exists no single reliable biomarker for the evaluation of sarcoidosis, either diagnostically or prognostically but new candidates are emerging. A diagnosis of sarcoidosis ideally requires a biopsy confirming non-caseating granulomas, but the likelihood of progression that requires intervention remains unpredictable. These challenging aspects could be potentially resolved by incorporating biomarkers into clinical practice for both diagnosis and monitoring disease activity.This review outlines the current knowledge on sarcoidosis with an emphasis on pulmonary sarcoidosis, and delineates the understanding surrounding the implication of biomarkers for the clinical evaluation of sarcoidosis.
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Affiliation(s)
- Amir Mousapasandi
- School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Cristan Herbert
- School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Paul Thomas
- School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
- Department of Respiratory Medicine, Prince of Wales' Hospital and Prince of Wales' Clinical School, University of New South Wales, Sydney, New South Wales, Australia
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27
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Gerke AK. Treatment of Sarcoidosis: A Multidisciplinary Approach. Front Immunol 2020; 11:545413. [PMID: 33329511 PMCID: PMC7732561 DOI: 10.3389/fimmu.2020.545413] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 10/22/2020] [Indexed: 12/12/2022] Open
Abstract
Sarcoidosis is a systemic disease of unknown etiology defined by the presence of noncaseating granulomatous inflammation that can cause organ damage and diminished quality of life. Treatment is indicated to protect organ function and decrease symptomatic burden. Current treatment options focus on interruption of granuloma formation and propagation. Clinical trials guiding evidence for treatment are lacking due to the rarity of disease, heterogeneous clinical course, and lack of prognostic biomarkers, all of which contribute to difficulty in clinical trial design and implementation. In this review, a multidisciplinary treatment approach is summarized, addressing immunuosuppressive drugs, managing complications of chronic granulomatous inflammation, and assessing treatment toxicity. Discovery of new therapies will depend on research into pathogenesis of antigen presentation and granulomatous inflammation. Future treatment approaches may also include personalized decisions based on pharmacogenomics and sarcoidosis phenotype, as well as patient-centered approaches to manage immunosuppression, symptom control, and treatment of comorbid conditions.
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Affiliation(s)
- Alicia K Gerke
- Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Iowa, Iowa City, IA, United States
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28
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Chopra A, Avadhani V, Tiwari A, Riemer EC, Sica G, Judson MA. Granulomatous lung disease: clinical aspects. Expert Rev Respir Med 2020; 14:1045-1063. [PMID: 32662705 DOI: 10.1080/17476348.2020.1794827] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Granulomatous lung diseases (GLD) are heterogeneous group of diseases that can be broadly categorized as infectious or noninfectious. This distinction is extremely important, as the misdiagnosis of a GLD can have serious consequences. In this manuscript, we describe the clinical manifestations, histopathology, and diagnostic approach to GLD. We propose an algorithm to distinguish infectious from noninfectious GLD. AREAS COVERED We have searched PubMed and Medline database from 1950 to December 2019, using multiple keywords as described below. Major GLDs covered include those caused by mycobacteria and fungi, sarcoidosis, hypersensitivity pneumonitis, and vasculidities. EXPERT OPINION The cause of infectious GLD is usually identified through microbiological culture and molecular techniques. Most noninfectious GLD are diagnosed by clinical and laboratory criteria, often with exclusion of infectious pathogens. Further understanding of the immunopathogenesis of the granulomatous response may allow improved diagnosis and treatment of GLD.
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Affiliation(s)
- Amit Chopra
- Department of Medicine, Pulmonary and Critical Care Medicine, Albany Medical Center , NY, USA
| | - Vaidehi Avadhani
- Department of Pathology and Laboratory Medicine, Emory University , Atlanta, USA
| | - Anupama Tiwari
- Department of Medicine, Pulmonary and Critical Care Medicine, Albany Medical Center , NY, USA
| | - Ellen C Riemer
- Department of Pathology, Medical University of South Carolina , SC, USA
| | - Gabriel Sica
- Department of Pathology and Laboratory Medicine, Emory University , Atlanta, USA
| | - Marc A Judson
- Department of Medicine, Pulmonary and Critical Care Medicine, Albany Medical Center , NY, USA
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29
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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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30
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Calender A, Weichhart T, Valeyre D, Pacheco Y. Current Insights in Genetics of Sarcoidosis: Functional and Clinical Impacts. J Clin Med 2020; 9:E2633. [PMID: 32823753 PMCID: PMC7465171 DOI: 10.3390/jcm9082633] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/05/2020] [Accepted: 08/11/2020] [Indexed: 12/17/2022] Open
Abstract
Sarcoidosis is a complex disease that belongs to the vast group of autoinflammatory disorders, but the etiological mechanisms of which are not known. At the crosstalk of environmental, infectious, and genetic factors, sarcoidosis is a multifactorial disease that requires a multidisciplinary approach for which genetic research, in particular, next generation sequencing (NGS) tools, has made it possible to identify new pathways and propose mechanistic hypotheses. Codified treatments for the disease cannot always respond to the most progressive forms and the identification of new genetic and metabolic tracks is a challenge for the future management of the most severe patients. Here, we review the current knowledge regarding the genes identified by both genome wide association studies (GWAS) and whole exome sequencing (WES), as well the connection of these pathways with the current research on sarcoidosis immune-related disorders.
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Affiliation(s)
- Alain Calender
- Department of Molecular and Medical genetics, Hospices Civils de Lyon, University Hospital, 69500 Bron, France;
- CNRS UMR 5305, Tissue Biology and Therapeutic Engineering Laboratory, University Claude Bernard Lyon 1, 69007 Lyon, France
| | - Thomas Weichhart
- Center for Pathobiochemistry and Genetics, Institute of Medical Genetics, Medical University of Vienna, 1090 Vienna, Austria;
| | - Dominique Valeyre
- INSERM UMR 1272, Department of Pulmonology, Avicenne Hospital, University Sorbonne Paris Nord, Saint Joseph Hospital, AP-HP, 75014 Paris, France;
| | - Yves Pacheco
- Department of Molecular and Medical genetics, Hospices Civils de Lyon, University Hospital, 69500 Bron, France;
- CNRS UMR 5305, Tissue Biology and Therapeutic Engineering Laboratory, University Claude Bernard Lyon 1, 69007 Lyon, France
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31
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Abstract
Sarcoidosis is a multisystem granulomatous disease that may affect any body organ. Sarcoidosis is associated with many environmental and occupational exposures. Because the exact immunopathogenesis of sarcoidosis is unknown, it is not known whether these exposures are truly causing sarcoidosis, rendering the immune system more susceptible to the development of sarcoidosis, exacerbating subclinical cases of sarcoidosis, or causing a granulomatous condition distinct from sarcoidosis. This manuscript outlines what is known about the immunopathogenesis of sarcoidosis and postulates mechanisms whereby these exposures could cause or exacerbate the disease. We also describe the varied environmental and occupational exposures that have been associated with sarcoidosis. This includes potential infectious exposures such as mycobacteria and Propionibacterium acnes, a skin commensal bacterium, as well as non-infectious environmental exposures including inhaled bioaerosols, metal dusts and products of combustion. Further insights concerning the relationship of environmental exposures to the development of sarcoidosis may have a major impact on the prevention and treatment of this enigmatic disease.
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32
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Abstract
Sarcoidosis is a highly variable granulomatous multisystem syndrome. It affects individuals in the prime years of life; both the frequency and severity of sarcoidosis are greater in economically disadvantaged populations. The diagnosis, assessment, and management of pulmonary sarcoidosis have evolved as new technologies and therapies have been adopted. Transbronchial needle aspiration guided by endobronchial ultrasound has replaced mediastinoscopy in many centers. Advanced imaging modalities, such as fluorodeoxyglucose positron emission tomography scanning, and the widespread availability of magnetic resonance imaging have led to more sensitive assessment of organ involvement and disease activity. Although several new insights about the pathogenesis of sarcoidosis exist, no new therapies have been specifically developed for use in the disease. The current or proposed use of immunosuppressive medications for sarcoidosis has been extrapolated from other disease states; various novel pathways are currently under investigation as therapeutic targets. Coupled with the growing recognition of corticosteroid toxicities for managing sarcoidosis, the use of corticosteroid sparing anti-sarcoidosis medications is likely to increase. Besides treatment of granulomatous inflammation, recognition and management of the non-granulomatous complications of pulmonary sarcoidosis are needed for optimal outcomes in patients with advanced disease.
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Affiliation(s)
- Daniel A Culver
- Department of Pulmonary Medicine, Respiratory Institute, Department of Inflammation and Immunity, Lerner Research Institute Cleveland Clinic, Cleveland, OH, USA
| | - Marc A Judson
- Division of Pulmonary and Critical Care Medicine, Albany Medical College, Albany, NY, USA
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33
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Sun W, Min H, Zhao L. Association of BTNL2 single nucleotide polymorphisms with knee osteoarthritis susceptibility. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2019; 12:3921-3927. [PMID: 31933783 PMCID: PMC6949757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 08/28/2019] [Indexed: 06/10/2023]
Abstract
OBJECTIVE To investigate the association between SNP in the BTNL2 gene region and the susceptibility to osteoarthritis of the knee. METHODS The blood samples of 103 knee osteoarthritis and 134 healthy subjects were collected. Four SNP in the BTNL2 gene region were selected, whole DNA was extracted using the QIAamp blood DNA purification mini reagent, the BTNL2 gene fragment was amplified and sequenced, and the genotype and corresponding frequency were counted. The results were statistically analyzed. RESULTS The four SNP (rs41521946, rs28362677, rs28362678, rs28362675) in the BTNL2 gene region were analyzed using a chi-square test (mutation heterozygote, homozygous, and normal homozygote), and the genotypes of the four mutation points were found to be statistically significant (P=0.003, 0.013, 0.005, and 0.045, respectively). Among the four SNP, the first three SNP were in Hardy-Weinberg equilibrium, and a multivariate logistic regression analysis was used to correlate them with knee osteoarthritis (P=0.003, 0.013, 0.005, respectively). rs28362675 was not in Hardy-Weinberg equilibrium but was associated with knee osteoarthritis (P=0.045), which might be smaller samples or an ethnicity differential allelic variation. The P values of the statistical analysis of age and height in the baseline data of both groups were less than 0.05. Considering the possible impact on the results, they were used as covariates in the analysis. The SNP of rs41521946 and rs28362677 showed a significant change in their associations with mutations, and the genotype P values of rs41521946 (AC+AA)/CC and rs2836267 (AG+AA)/GG were 0.002, 0.006, respectively. CONCLUSION Four SNP (rs41521946, rs28362677, rs28362678, rs28362675) in the BTNL2 gene region were significantly associated with knee osteoarthritis, and the target population might be significantly affected by rs28362675.
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Affiliation(s)
- Wei Sun
- Department of Rehabilitation Medicine and Physical Therapy, Faculty of Rehabilitation, The Capital University of Medical Sciences, Beijing Bo’ai HospitalBeijing, China
| | - Hongwei Min
- School of Rehabilitation, Capital Medical University, Arthropathy Diagnosis and Treatment Center, Beijing Bo’ai Hospital, China Rehabilitation Research CenterBeijing, China
| | - Lixi Zhao
- Institute of Rehabilitation Medicine, China Rehabilitation Science Institute, Beijing Key Laboratory of Neural Injury and Rehabilitation, Center of Neural Injury and Repair, Beijing Institute for Brain DisordersBeijing, China
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34
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Terwiel M, Grutters JC, van Moorsel CHM. Clustering of immune-mediated diseases in sarcoidosis. Curr Opin Pulm Med 2019; 25:539-553. [PMID: 31365389 DOI: 10.1097/mcp.0000000000000598] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE OF REVIEW Sarcoidosis is an immune-mediated disease of unknown cause. Immune-mediated diseases appear to cluster in patients and in families. We review what is known on this topic for sarcoidosis, and what factors may underlie disease clustering. RECENT FINDINGS In populations of patients with sarcoidosis, relative risk estimates of Sjögren's syndrome, systemic lupus erythematosus, autoimmune hepatitis, ankylosing spondylitis, multiple sclerosis (MS), celiac disease, autoimmune thyroid disease, and ulcerative colitis, varied between 2.1 and 11.6. In relatives of patients with sarcoidosis, relative risk estimates varied between 1.3 and 5.8 for sarcoidosis, MS, celiac disease, type 1 diabetes, Graves' disease, rheumatoid arthritis, Crohn's disease, and ulcerative colitis. Shared risk loci in key immunological pathways provide evidence for a contribution to development of multiple diseases. Identical changes in the immune status, epigenetic alterations, and environmental triggers have been detected in several diseases, and drug-induced disease is likely responsible for a small portion of co-occurring disease. SUMMARY Clustering of sarcoidosis and other immune-mediated diseases in patients and in their relatives occurs for sarcoidosis, MS, celiac disease, Graves' disease, and ulcerative colitis. Further research is needed to substantiate causal links and risk estimates in patients and their relatives.
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Affiliation(s)
- Michelle Terwiel
- Department of Pulmonology, St Antonius ILD Center of Excellence, St Antonius Hospital, Nieuwegein
| | - Jan C Grutters
- Department of Pulmonology, St Antonius ILD Center of Excellence, St Antonius Hospital, Nieuwegein
- Division of Heart and Lung, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Coline H M van Moorsel
- Department of Pulmonology, St Antonius ILD Center of Excellence, St Antonius Hospital, Nieuwegein
- Division of Heart and Lung, University Medical Center Utrecht, Utrecht, The Netherlands
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35
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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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Genetic Variants Associated with FDNY WTC-Related Sarcoidosis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16101830. [PMID: 31126090 PMCID: PMC6572061 DOI: 10.3390/ijerph16101830] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 05/02/2019] [Accepted: 05/19/2019] [Indexed: 12/27/2022]
Abstract
Sarcoidosis is a systemic granulomatous disease of unknown etiology. It may develop in response to an exposure or inflammatory trigger in the background of a genetically primed abnormal immune response. Thus, genetic studies are potentially important to our understanding of the pathogenesis of sarcoidosis. We developed a case-control study which explored the genetic variations between firefighters in the Fire Department of the City of New York (FDNY) with World Trade Center (WTC)-related sarcoidosis and those with WTC exposure, but without sarcoidosis. The loci of fifty-one candidate genes related to granuloma formation, inflammation, immune response, and/or sarcoidosis were sequenced at high density in enhancer/promoter, exonic, and 5’ untranslated regions. Seventeen allele variants of human leukocyte antigen (HLA) and non-HLA genes were found to be associated with sarcoidosis, and all were within chromosomes 1 and 6. Our results also suggest an association between extrathoracic involvement and allele variants of HLA and non-HLA genes found not only on chromosomes 1 and 6, but also on chromosomes 16 and 17. We found similarities between genetic variants with WTC-related sarcoidosis and those reported previously in sporadic sarcoidosis cases within the general population. In addition, we identified several allele variants never previously reported in association with sarcoidosis. If confirmed in larger studies with known environmental exposures, these novel findings may provide insight into the gene-environment interactions key to the development of sarcoidosis.
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37
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Sarcoidosis of the paranasal sinuses. Eur Arch Otorhinolaryngol 2019; 276:1969-1974. [PMID: 30900021 DOI: 10.1007/s00405-019-05388-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 03/12/2019] [Indexed: 12/26/2022]
Abstract
BACKGROUND Sarcoidosis is a chronic disease, which predominantly affects the lung. Since sinonasal sarcoidosis is rare, little is known about the sarcoidosis manifestation at this site. Therefore, the aim of our study was to detect the prevalence of sinonasal sarcoidosis, its clinical occurrence, diagnosis, and therapy. METHODS The database of all patients having visited the otorhinolaryngology departments of the universities in Göttingen and in Bonn between 2003 and 2016 was searched for the diagnosis of sinonasal sarcoidosis. RESULTS Thirteen patients with a biopsy-proven sinonasal sarcoidosis were identified. Most patients presented non-specific clinical symptoms, which are also found in acute and chronic sinusitis. None of the patients was suspected to have sinonasal sarcoidosis by the ENT doctor before histological validation. The mean diagnostic delay was 262 (± 195) days. An additional pulmonary involvement was detected in four of six patients. CONCLUSIONS Sinonasal sarcoidosis is presenting with heterogeneous clinical presentations. An early biopsy of granulomatous lesions is mandatory. A multidisciplinary approach is needed to exclude serious lung or heart manifestations, because even asymptomatic organ involvement is possible. A CT-scan may be useful even if unspecific. Local or systemic therapy has to be prepared individually using local and systemic corticosteroids, antimetabolites, or anti-TNF-alpha.
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38
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Chen Y, Adrianto I, Ianuzzi MC, Garman L, Montgomery CG, Rybicki BA, Levin AM, Li J. Extended methods for gene-environment-wide interaction scans in studies of admixed individuals with varying degrees of relationships. Genet Epidemiol 2019; 43:414-426. [PMID: 30793815 DOI: 10.1002/gepi.22196] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 12/26/2018] [Accepted: 01/24/2019] [Indexed: 11/08/2022]
Abstract
The etiology of many complex diseases involves both environmental exposures and inherited genetic predisposition as well as interactions between them. Gene-environment-wide interaction studies (GEWIS) provide a means to identify the interactions between genetic variation and environmental exposures that underlie disease risk. However, current GEWIS methods lack the capability to adjust for the potentially complex correlations in studies with varying degrees of relationships (both known and unknown) among individuals in admixed populations. We developed novel generalized estimating equation (GEE) based methods-GEE-adaptive and GEE-joint-to account for phenotypic correlations due to kinship while accounting for covariates, including, measures of genome-wide ancestry. In simulation studies of admixed individuals, both methods controlled family-wise error rates, an advantage over the case-only approach. They demonstrated higher power than traditional case-control methods across a wide range of underlying alternative hypotheses, especially where both marginal and interaction effects were present. We applied the proposed method to conduct a GEWIS of a known sarcoidosis risk factor (insecticide exposure) and risk of sarcoidosis in African Americans and identified two novel loci with suggestive evidence of G × E interaction.
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Affiliation(s)
- Yalei Chen
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan.,Center for Bioinformatics, Henry Ford Health System, Detroit, Michigan
| | - Indra Adrianto
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan.,Center for Bioinformatics, Henry Ford Health System, Detroit, Michigan
| | - Michael C Ianuzzi
- Department of Internal Medicine, Northwell Staten Island University Hospital, Staten Island, New York, New York
| | - Lori Garman
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma
| | - Courtney G Montgomery
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma
| | - Benjamin A Rybicki
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan
| | - Albert M Levin
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan.,Center for Bioinformatics, Henry Ford Health System, Detroit, Michigan
| | - Jia Li
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan.,Center for Bioinformatics, Henry Ford Health System, Detroit, Michigan
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Landi C, Carleo A, Cillis G, Rottoli P. Sarcoidosis: proteomics and new perspectives for improving personalized medicine. Expert Rev Proteomics 2018; 15:829-835. [DOI: 10.1080/14789450.2018.1528148] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Claudia Landi
- Laboratory of Functional Proteomics, Department of Life Sciences, University of Siena. Siena, Italy
- UOC Respiratory Diseases and Lung Transplantation, Department Internal and Specialist Medicine, University of Siena, Siena, Italy
| | - Alfonso Carleo
- UOC Respiratory Diseases and Lung Transplantation, Department Internal and Specialist Medicine, University of Siena, Siena, Italy
- Department of Pulmonology, Hannover Medical School, Hannover, Germany
| | - Giuseppe Cillis
- UOC Respiratory Diseases and Lung Transplantation, Department Internal and Specialist Medicine, University of Siena, Siena, Italy
| | - Paola Rottoli
- UOC Respiratory Diseases and Lung Transplantation, Department Internal and Specialist Medicine, University of Siena, Siena, Italy
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40
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Rossides M, Grunewald J, Eklund A, Kullberg S, Di Giuseppe D, Askling J, Arkema E. Familial aggregation and heritability of sarcoidosis: a Swedish nested case−control study. Eur Respir J 2018; 52:13993003.00385-2018. [DOI: 10.1183/13993003.00385-2018] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Accepted: 06/12/2018] [Indexed: 12/24/2022]
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41
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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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42
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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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43
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Davoudi S, Chang VS, Navarro-Gomez D, Stanwyck LK, Sevgi DD, Papavasileiou E, Ren A, Uchiyama E, Sullivan L, Lobo AM, Papaliodis GN, Sobrin L. Association of genetic variants in RAB23 and ANXA11 with uveitis in sarcoidosis. Mol Vis 2018; 24:59-74. [PMID: 29416296 PMCID: PMC5783744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 01/19/2018] [Indexed: 11/24/2022] Open
Abstract
PURPOSE Uveitis occurs in a subset of patients with sarcoidosis. The purpose of this study was to determine whether genetic variants that have been associated previously with overall sarcoidosis are associated with increased risk of developing uveitis. METHODS Seventy-seven subjects were enrolled, including 45 patients diagnosed with sarcoidosis-related uveitis as cases and 32 patients with systemic sarcoidosis without ocular involvement as controls. Thirty-eight single nucleotide polymorphisms (SNPs) previously associated with sarcoidosis, sarcoidosis severity, or other organ-specific sarcoidosis involvement were identified. Allele frequencies in ocular sarcoidosis cases versus controls were compared using the chi-square test, and p values were corrected for multiple hypotheses testing using permutation. All analyses were conducted with PLINK. RESULTS SNPs rs1040461 and rs61860052, in ras-related protein RAS23 (RAB23) and annexin A11 (ANXA11) genes, respectively, were associated with sarcoidosis-associated uveitis. The T allele of rs1040461 and the A allele of rs61860052 were found to be more prevalent in ocular sarcoidosis cases. These associations remained after correction for the multiple hypotheses tested (p=0.01 and p=0.02). In a subanalysis of Caucasian Americans only, two additional variants within the major histocompatibility complex (MHC) genes on chromosome 6, in HLA-DRB5 and HLA-DRB1, were associated with uveitis as well (p=0.009 and p=0.04). CONCLUSIONS Genetic variants in RAB23 and ANXA11 genes were associated with an increased risk of sarcoidosis-associated uveitis. These loci have previously been associated with overall sarcoidosis risk.
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Affiliation(s)
- Samaneh Davoudi
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Victoria S. Chang
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Daniel Navarro-Gomez
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Lynn K. Stanwyck
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Damla Duriye Sevgi
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Evangelia Papavasileiou
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Aiai Ren
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Eduardo Uchiyama
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Lynn Sullivan
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Ann-Marie Lobo
- Department of Ophthalmology, University of Illinois-Chicago, Chicago, IL
| | - George N. Papaliodis
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Lucia Sobrin
- Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
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44
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Moller DR, Rybicki BA, Hamzeh NY, Montgomery CG, Chen ES, Drake W, Fontenot AP. Genetic, Immunologic, and Environmental Basis of Sarcoidosis. Ann Am Thorac Soc 2017; 14:S429-S436. [PMID: 29073364 PMCID: PMC5822412 DOI: 10.1513/annalsats.201707-565ot] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Accepted: 10/24/2017] [Indexed: 12/24/2022] Open
Abstract
Sarcoidosis is a multisystem disease with tremendous heterogeneity in disease manifestations, severity, and clinical course that varies among different ethnic and racial groups. To better understand this disease and to improve the outcomes of patients, a National Heart, Lung, and Blood Institute workshop was convened to assess the current state of knowledge, gaps, and research needs across the clinical, genetic, environmental, and immunologic arenas. We also explored to what extent the interplay of the genetic, environmental, and immunologic factors could explain the different phenotypes and outcomes of patients with sarcoidosis, including the chronic phenotypes that have the greatest healthcare burden. The potential use of current genetic, epigenetic, and immunologic tools along with study approaches that integrate environmental exposures and precise clinical phenotyping were also explored. Finally, we made expert panel-based consensus recommendations for research approaches and priorities to improve our understanding of the effect of these factors on the health outcomes in sarcoidosis.
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Affiliation(s)
- David R. Moller
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore Maryland
| | - Ben A. Rybicki
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, Michigan
| | | | - Courtney G. Montgomery
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma
| | - Edward S. Chen
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore Maryland
| | - Wonder Drake
- Vanderbilt University School of Medicine, Nashville, Tennessee; and
| | - Andrew P. Fontenot
- Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado
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45
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Common variants of T-cells contribute differently to phenotypic variation in sarcoidosis. Sci Rep 2017; 7:5623. [PMID: 28717140 PMCID: PMC5514043 DOI: 10.1038/s41598-017-05754-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 06/02/2017] [Indexed: 12/30/2022] Open
Abstract
The involvement of the immune system, particularly the role of T-cells, in sarcoidosis is unclear. The existence of higher CD4+ T-cells and increased CD4/CD8 ratio may indicate a pathogenic role of T-cells in the disease. In this study, we quantified the contribution of T-cells associated variants and of CD4/CD8 ratio in sarcoidosis phenotypes, Löfgren’s syndrome (LS) and non- Löfgren’s syndrome (non-LS). We employed a polygenic-based approach using genome-wide association studies results on relative levels of T-cells in healthy individuals to measure the genetic contribution of T-cells in sarcoidosis entities. Results revealed that the genetic architecture of LS is highly influenced by genetic variants associated with CD8+ T-cells and CD4/CD8 ratio, explaining up to 7.94% and 6.49% of LS variation, respectively; whereas, the genetic architecture of non-LS is minimally influenced by T-cells, explaining a phenotypic variation of <1%. Moreover, pleiotropy assessment between T-cells and LS/non-LS associated-variants led to the discovery of highly scored pathway maps that shared common factors related to antigen presentation and T-cell regulatory mechanisms. Differences in significant polygenic scores, presence of pleiotropy, and distinct genetic factors provide further insights on how genetic variants and genes associated with relative levels of T-cell subtypes contribute differently to sarcoidosis phenotypes.
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46
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Liu K, Kurien BT, Zimmerman SL, Kaufman KM, Taft DH, Kottyan LC, Lazaro S, Weaver CA, Ice JA, Adler AJ, Chodosh J, Radfar L, Rasmussen A, Stone DU, Lewis DM, Li S, Koelsch KA, Igoe A, Talsania M, Kumar J, Maier-Moore JS, Harris VM, Gopalakrishnan R, Jonsson R, Lessard JA, Lu X, Gottenberg JE, Anaya JM, Cunninghame-Graham DS, Huang AJW, Brennan MT, Hughes P, Illei GG, Miceli-Richard C, Keystone EC, Bykerk VP, Hirschfield G, Xie G, Ng WF, Nordmark G, Eriksson P, Omdal R, Rhodus NL, Rischmueller M, Rohrer M, Segal BM, Vyse TJ, Wahren-Herlenius M, Witte T, Pons-Estel B, Alarcon-Riquelme ME, Guthridge JM, James JA, Lessard CJ, Kelly JA, Thompson SD, Gaffney PM, Montgomery CG, Edberg JC, Kimberly RP, Alarcón GS, Langefeld CL, Gilkeson GS, Kamen DL, Tsao BP, McCune WJ, Salmon JE, Merrill JT, Weisman MH, Wallace DJ, Utset TO, Bottinger EP, Amos CI, Siminovitch KA, Mariette X, Sivils KL, Harley JB, Scofield RH. X Chromosome Dose and Sex Bias in Autoimmune Diseases: Increased Prevalence of 47,XXX in Systemic Lupus Erythematosus and Sjögren's Syndrome. Arthritis Rheumatol 2017; 68:1290-1300. [PMID: 26713507 DOI: 10.1002/art.39560] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2015] [Accepted: 12/15/2015] [Indexed: 12/31/2022]
Abstract
OBJECTIVE More than 80% of autoimmune disease predominantly affects females, but the mechanism for this female bias is poorly understood. We suspected that an X chromosome dose effect accounts for this, and we undertook this study to test our hypothesis that trisomy X (47,XXX; occurring in ∼1 in 1,000 live female births) would be increased in patients with female-predominant diseases (systemic lupus erythematosus [SLE], primary Sjögren's syndrome [SS], primary biliary cirrhosis, and rheumatoid arthritis [RA]) compared to patients with diseases without female predominance (sarcoidosis) and compared to controls. METHODS All subjects in this study were female. We identified subjects with 47,XXX using aggregate data from single-nucleotide polymorphism arrays, and, when possible, we confirmed the presence of 47,XXX using fluorescence in situ hybridization or quantitative polymerase chain reaction. RESULTS We found 47,XXX in 7 of 2,826 SLE patients and in 3 of 1,033 SS patients, but in only 2 of 7,074 controls (odds ratio in the SLE and primary SS groups 8.78 [95% confidence interval 1.67-86.79], P = 0.003 and odds ratio 10.29 [95% confidence interval 1.18-123.47], P = 0.02, respectively). One in 404 women with SLE and 1 in 344 women with SS had 47,XXX. There was an excess of 47,XXX among SLE and SS patients. CONCLUSION The estimated prevalence of SLE and SS in women with 47,XXX was ∼2.5 and ∼2.9 times higher, respectively, than that in women with 46,XX and ∼25 and ∼41 times higher, respectively, than that in men with 46,XY. No statistically significant increase of 47,XXX was observed in other female-biased diseases (primary biliary cirrhosis or RA), supporting the idea of multiple pathways to sex bias in autoimmunity.
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Affiliation(s)
- Ke Liu
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Biji T Kurien
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA.,U.S. Department of Veterans Affairs Medical Center, Oklahoma City, OK 73104, USA
| | - Sarah L Zimmerman
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Kenneth M Kaufman
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,U.S. Department of Veterans Affairs Medical Center, Cincinnati, Ohio, USA
| | - Diana H Taft
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Leah C Kottyan
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Sara Lazaro
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Carrie A Weaver
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - John A Ice
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Adam J Adler
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA.,U.S. Department of Veterans Affairs Medical Center, Oklahoma City, OK 73104, USA
| | - James Chodosh
- Department of Ophthalmology, Howe Laboratory, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, Massachusetts, USA
| | - Lida Radfar
- Department of Oral Diagnosis and Radiology, College of Dentistry, University of Oklahoma Health Sciences Center, Oklahoma City, USA
| | - Astrid Rasmussen
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Donald U Stone
- Dean McGee Eye Institute and Department of Ophthalmology, University of Oklahoma College of Medicine, Oklahoma City, OK, USA
| | - David M Lewis
- Department of Oral Diagnosis and Radiology, College of Dentistry, University of Oklahoma Health Sciences Center, Oklahoma City, USA
| | - Shibo Li
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Kristi A Koelsch
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Ann Igoe
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Mitali Talsania
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Jay Kumar
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Jacen S Maier-Moore
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA.,U.S. Department of Veterans Affairs Medical Center, Oklahoma City, OK 73104, USA.,Department of Clinical Laboratory Sciences, University of Texas at El Paso, El Paso, TX 79968
| | - Valerie M Harris
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Rajaram Gopalakrishnan
- Department of Developmental and Surgical Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Roland Jonsson
- Broegelmann Research Laboratory, Department of Clinical Science, University of Bergen, Bergen 5021, Norway.,Department of Rheumatology, Haukeland University Hospital, Bergen 5021, Norway
| | - James A Lessard
- Valley Bone & Joint Clinic, 3035 DeMers Avenue, Grand Forks, ND 58201, USA
| | - Xianglan Lu
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | | | - Juan-Manuel Anaya
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Bogota, Colombia
| | - Deborah S Cunninghame-Graham
- Division of Genetics and Molecular Medicine and Division of Immunology, Infection and Inflammatory Disease, King's College London, London
| | - Andrew J W Huang
- Department of Developmental and Surgical Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Michael T Brennan
- Department of Oral Medicine, Carolinas Medical Center, Charlotte, NC 28232, USA
| | - Pamela Hughes
- Department of Developmental and Surgical Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Gabor G Illei
- Sjögren's Syndrome Clinic, National Institute of Dental and Craniofacial Research, Molecular Physiology and Therapeutics Branch, National Institutes of Health, Bethesda, MD 20892, USA
| | - Corinne Miceli-Richard
- Department of Rheumatology, Université Paris-Sud, AP-HP, INSERM U1012, Le Kremlin-Bicêtre, France
| | - Edward C Keystone
- Department of Medicine, Mount Sinai Hospital and University of Toronto, Toronto, Ontario
| | | | | | - Gang Xie
- Lunenfeld Tanenbaum and Toronto General Research Institutes, Departments of Medicine, Immunology and Molecular Genetics, University of Toronto, Toronto Ontario
| | - Wan-Fai Ng
- Musculoskeletal Research Group, Institute of Cellular Medicine & NIHR Newcastle Biomedical Research Centre, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Gunnel Nordmark
- Section of Rheumatology, Department of Medical Sciences and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Per Eriksson
- Rheumatology, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Roald Omdal
- Clinical Immunology Unit, Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Nelson L Rhodus
- Department of Diagnostic and Biological Sciences, School of Dentistry, University of Minnesota, Minneapolis, USA
| | - Maureen Rischmueller
- Rheumatology Department, The Queen Elizabeth Hospital, Woodville South, SA 5011, Australia.,Discipline of Medicine, University of Adelaide, Adelaide, SA 5000, Australia
| | - Michael Rohrer
- Department of Developmental and Surgical Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Barbara M Segal
- Department of Medicine, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Timothy J Vyse
- Division of Genetics and Molecular Medicine and Division of Immunology, Infection and Inflammatory Disease, King's College London, London
| | | | - Torsten Witte
- Clinic for Immunology and Rheumatology, Hannover Medical School, 30625 Hannover, Germany
| | | | - Marta E Alarcon-Riquelme
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA.,Center Pfizer, University of Granada, Andalusian Government for Genomics and Oncological Research, PTS Granada, 18016, Spain
| | - Joel M Guthridge
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Judith A James
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Christopher J Lessard
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Jennifer A Kelly
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Susan D Thompson
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Patrick M Gaffney
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Courtney G Montgomery
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Jeffrey C Edberg
- Division of Clinical Immunology and Rheumatology, University of Alabama, Birmingham, AL
| | - Robert P Kimberly
- Division of Clinical Immunology and Rheumatology, University of Alabama, Birmingham, AL
| | - Graciela S Alarcón
- Division of Clinical Immunology and Rheumatology, University of Alabama, Birmingham, AL
| | - Carl L Langefeld
- Center for Public Health Genomics and Department of Biostatistical Sciences, Division of Public Health Sciences, Wake Forest University, Winston-Salem, NC
| | - Gary S Gilkeson
- Division of Rheumatology & Immunology, Medical University of South Carolina, Charleston, SC.,Ralph H. Johnson VA Medical Center, Charleston, SC
| | - Diane L Kamen
- Division of Rheumatology & Immunology, Medical University of South Carolina, Charleston, SC
| | - Betty P Tsao
- Division of Rheumatology, Department of Medicine, UCLA School of Medicine
| | - W Joseph McCune
- Division of Rheumatology, Department of Medicine, University of Michigan College of Medicine, Ann Arbor, Michigan
| | - Jane E Salmon
- Division of Rheumatology, Hospital for Special Surgery and Weill Cornell Medical College, New York, NY
| | - Joan T Merrill
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Michael H Weisman
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Daniel J Wallace
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Tammy O Utset
- University of Chicago Pritzker School of Medicine, Chicago, IL
| | - Erwin P Bottinger
- Charles R. Bronfman Institute for personalized medicine, Mount Sinai Hospital, 1468 Madison Avenue, New York, NY 10029
| | - Christopher I Amos
- Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
| | - Katherine A Siminovitch
- Lunenfeld Tanenbaum and Toronto General Research Institutes, Departments of Medicine, Immunology and Molecular Genetics, University of Toronto, Toronto Ontario
| | - Xavier Mariette
- Rhumatologie, Responsable de l'Unité de Recherche Clinique Hôpitaux Universitaire Paris-Sud Université Paris-Sud, INSERM U1184 Head of Autoimmunity team, IMVA : Immunology of viral Infections and Autoimmune Diseases
| | - Kathy L Sivils
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - John B Harley
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA.,U.S. Department of Veterans Affairs Medical Center, Cincinnati, Ohio, USA
| | - R Hal Scofield
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.,Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA.,U.S. Department of Veterans Affairs Medical Center, Oklahoma City, OK 73104, USA
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47
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Wolin A, Lahtela EL, Anttila V, Petrek M, Grunewald J, van Moorsel CHM, Eklund A, Grutters JC, Kolek V, Mrazek F, Kishore A, Padyukov L, Pietinalho A, Ronninger M, Seppänen M, Selroos O, Lokki ML. SNP Variants in Major Histocompatibility Complex Are Associated with Sarcoidosis Susceptibility-A Joint Analysis in Four European Populations. Front Immunol 2017; 8:422. [PMID: 28469621 PMCID: PMC5395694 DOI: 10.3389/fimmu.2017.00422] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2017] [Accepted: 03/24/2017] [Indexed: 12/14/2022] Open
Abstract
Sarcoidosis is a multiorgan inflammatory disorder with heritability estimates up to 66%. Previous studies have shown the major histocompatibility complex (MHC) region to be associated with sarcoidosis, suggesting a functional role for antigen-presenting molecules and immune mediators in the disease pathogenesis. To detect variants predisposing to sarcoidosis and to identify genetic differences between patient subgroups, we studied four genes in the MHC Class III region (LTA, TNF, AGER, BTNL2) and HLA-DRA with tag-SNPs and their relation to HLA-DRB1 alleles. We present results from a joint analysis of four study populations (Finnish, Swedish, Dutch, and Czech). Patients with sarcoidosis (n = 805) were further subdivided based on the disease activity and the presence of Löfgren’s syndrome. In a joint analysis, seven SNPs were associated with non-Löfgren sarcoidosis (NL; the strongest association with rs3177928, P = 1.79E−07, OR = 1.9) and eight with Löfgren’s syndrome [Löfgren syndrome (LS); the strongest association with rs3129843, P = 3.44E−12, OR = 3.4] when compared with healthy controls (n = 870). Five SNPs were associated with sarcoidosis disease course (the strongest association with rs3177928, P = 0.003, OR = 1.9). The high linkage disequilibrium (LD) between SNPs and an HLA-DRB1 challenged the result interpretation. When the SNPs and HLA-DRB1 alleles were analyzed together, independent association was observed for four SNPs in the HLA-DRA/BTNL2 region: rs3135365 (NL; P = 0.015), rs3177928 (NL; P < 0.001), rs6937545 (LS; P = 0.012), and rs5007259 (disease activity; P = 0.002). These SNPs act as expression quantitative trait loci (eQTL) for HLA-DRB1 and/or HLA-DRB5. In conclusion, we found novel SNPs in BTNL2 and HLA-DRA regions associating with sarcoidosis. Our finding further establishes that polymorphisms in the HLA-DRA and BTNL2 have a role in sarcoidosis susceptibility. This multi-population study demonstrates that at least a part of these associations are HLA-DRB1 independent (e.g., not due to LD) and shared across ancestral origins. The variants that were independent of HLA-DRB1 associations acted as eQTL for HLA-DRB1 and/or -DRB5, suggesting a role in regulating gene expression.
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Affiliation(s)
- Annika Wolin
- Transplantation Laboratory, Medicum, University of Helsinki, Helsinki, Finland
| | - Elisa Laura Lahtela
- Transplantation Laboratory, Medicum, University of Helsinki, Helsinki, Finland
| | - Verneri Anttila
- Analytical and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Martin Petrek
- Department of Pathological Physiology and Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic
| | - Johan Grunewald
- Respiratory Medicine Unit, Department of Medicine Solna and CMM, Karolinska Institutet, Karolinska University Hospital, Solna, Sweden
| | - Coline H M van Moorsel
- Department of Pulmonology, St. Antonius Hospital Nieuwegein, Heart and Lung Center, University Medical Center Utrecht, Utrecht, Netherlands
| | - Anders Eklund
- Respiratory Medicine Unit, Department of Medicine Solna and CMM, Karolinska Institutet, Karolinska University Hospital, Solna, Sweden
| | - Jan C Grutters
- Department of Pulmonology, St. Antonius Hospital Nieuwegein, Heart and Lung Center, University Medical Center Utrecht, Utrecht, Netherlands
| | - Vitezslav Kolek
- Department of Respiratory Medicine, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic
| | - Frantisek Mrazek
- Department of Immunology, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic
| | - Amit Kishore
- Department of Pathological Physiology, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic
| | - Leonid Padyukov
- Rheumatology Unit, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | | | - Marcus Ronninger
- Respiratory Medicine Unit, Department of Medicine Solna and CMM, Karolinska Institutet, Karolinska University Hospital, Solna, Sweden
| | - Mikko Seppänen
- Rare Disease Center, Children's Hospital and Adult Immunodeficiency Unit, Inflammation Center, Helsinki University and Helsinki University Hospital, Helsinki, Finland
| | | | - Marja-Liisa Lokki
- Transplantation Laboratory, Medicum, University of Helsinki, Helsinki, Finland
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48
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Monast CS, Li K, Judson MA, Baughman RP, Wadman E, Watt R, Silkoff PE, Barnathan ES, Brodmerkel C. Sarcoidosis extent relates to molecular variability. Clin Exp Immunol 2017; 188:444-454. [PMID: 28205212 DOI: 10.1111/cei.12942] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/09/2017] [Indexed: 12/22/2022] Open
Abstract
The molecular basis of sarcoidosis phenotype heterogeneity and its relationship to effective treatment of sarcoidosis have not been elucidated. Peripheral samples from sarcoidosis subjects who participated in a Phase II study of golimumab [anti-tumour necrosis factor (TNF)-α] and ustekinumab [anti-interleukin (IL)-12p40] were used to measure the whole blood transcriptome and levels of serum proteins. Differential gene and protein expression analyses were used to explore the molecular differences between sarcoidosis phenotypes as defined by extent of organ involvement. The same data were also used in conjunction with an enrichment algorithm to identify gene expression changes associated with treatment with study drugs compared to placebo. Our analyses revealed marked heterogeneity among the three sarcoidosis phenotypes included in the study cohort, including striking differences in enrichment of the interferon pathway. Conversely, enrichments of multiple pathways, including T cell receptor signalling, were similar among phenotypes. We also identify differences between treatment with golimumab and ustekinumab that may explain the differences in trends for clinical efficacy observed in the trial. We find that molecular heterogeneity is associated with sarcoidosis in a manner that may be related to the extent of organ involvement. These findings may help to explain the difficulty in identifying clinically efficacious sarcoidosis treatments and suggest hypotheses for improved therapeutic strategies.
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Affiliation(s)
- C S Monast
- Janssen Research & Development, LLC, Spring House, PA, USA
| | - K Li
- Albany Medical College, Albany, NY, USA
| | | | - R P Baughman
- University of Cincinnati Medical Center, Cincinnati, OH, USA
| | - E Wadman
- Janssen Research & Development, LLC, Spring House, PA, USA
| | - R Watt
- Janssen Research & Development, LLC, Spring House, PA, USA
| | - P E Silkoff
- Janssen Research & Development, LLC, Spring House, PA, USA
| | - E S Barnathan
- Janssen Research & Development, LLC, Spring House, PA, USA
| | - C Brodmerkel
- Janssen Research & Development, LLC, Spring House, PA, USA
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49
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Polygenic risk assessment reveals pleiotropy between sarcoidosis and inflammatory disorders in the context of genetic ancestry. Genes Immun 2017; 18:88-94. [PMID: 28275240 PMCID: PMC5407914 DOI: 10.1038/gene.2017.3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 11/07/2016] [Accepted: 11/21/2016] [Indexed: 12/26/2022]
Abstract
Sarcoidosis is a complex disease of unknown etiology characterized by the presence of granulomatous inflammation. Though various immune system pathways have been implicated in disease, the relationship between the genetic determinants of sarcoidosis and other inflammatory disorders has not been characterized. Herein, we examined the degree of genetic pleiotropy common to sarcoidosis and other inflammatory disorders to identify shared pathways and disease systems pertinent to sarcoidosis onset. To achieve this, we quantify the association of common variant polygenic risk scores from nine complex inflammatory disorders with sarcoidosis risk. Enrichment analyses of genes implicated in pleiotropic associations were further used to elucidate candidate pathways. In European-Americans, we identify significant pleiotropy between risk of sarcoidosis and risk of asthma (R2=2.03%; p=8.89×10−9), celiac disease (R2=2.03%; p=8.21×10−9), primary biliary cirrhosis (R2=2.43%; p=2.01×10−10), and rheumatoid arthritis (R2=4.32%; p=2.50×10−17). These associations validate in African Americans only after accounting for the proportion of genome-wide European ancestry, where we demonstrate similar effects of polygenic risk for African-Americans with the highest levels of European ancestry. Variants and genes implicated in European-American pleiotropic associations were enriched for pathways involving interleukin-12, interleukin-27, and cell adhesion molecules, corroborating the hypothesized immunopathogenesis of disease.
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50
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Faruque MU, Chen G, Doumatey AP, Zhou J, Huang H, Shriner D, Adeyemo AA, Rotimi CN, Dunston GM. Transferability of genome-wide associated loci for asthma in African Americans. J Asthma 2017; 54:1-8. [PMID: 27177148 PMCID: PMC5300042 DOI: 10.1080/02770903.2016.1188941] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 05/05/2016] [Accepted: 05/08/2016] [Indexed: 01/11/2023]
Abstract
OBJECTIVE Transferability of significantly associated loci or GWAS "hits" adds credibility to genotype-disease associations and provides evidence for generalizability across different ancestral populations. We sought evidence of association of known asthma-associated single nucleotide polymorphisms (SNPs) in an African American population. METHODS Subjects comprised 661 participants (261 asthma cases and 400 controls) from the Howard University Family Study. Forty-eight SNPs previously reported to be associated with asthma by GWAS were selected for testing. We adopted a combined strategy by first adopting an "exact" approach where we looked-up only the reported index SNP. For those index SNPs missing form our dataset, we used a "local" approach that examined all the regional SNPs in LD with the index SNP. RESULTS Out of the 48 SNPs, our cohort had genotype data available for 27, which were examined for exact replication. Of these, two SNPs were found positively associated with asthma. These included: rs10508372 (OR = 1.567 [95%CI, 1.133-2.167], P = 0.0066) and rs2378383 (OR = 2.147 [95%CI, 1.149-4.013], P = 0.0166), located on chromosomal bands 10p14 and 9q21.31, respectively. Local replication of the remaining 21 loci showed association at two chromosomal loci (9p24.1-rs2381413 and 6p21.32-rs3132947; Bonferroni-corrected P values: 0.0033 and 0.0197, respectively). Of note, multiple SNPs in LD with rs2381413 located upstream of IL33 were significantly associated with asthma. CONCLUSIONS This study has successfully transferred four reported asthma-associated loci in an independent African American population. Identification of several asthma-associated SNPs in the upstream of the IL33, a gene previously implicated in allergic inflammation of asthmatic airway, supports the generalizability of this finding.
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Affiliation(s)
- Mezbah U. Faruque
- National Human Genome Center, Howard University College of Medicine, Washington, DC, USA
| | - Guanjie Chen
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Ayo P. Doumatey
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jie Zhou
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Hanxia Huang
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Daniel Shriner
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Adebowale A. Adeyemo
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Charles N. Rotimi
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Georgia M. Dunston
- National Human Genome Center, Howard University College of Medicine, Washington, DC, USA
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