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Singh MK, Rallabandi HR, Zhou XJ, Qi YY, Zhao ZZ, Gan T, Zhang H, Looger LL, Nath SK. KLF2 enhancer variant rs4808485 increases lupus risk by modulating inflammasome machinery and cellular homoeostasis. Ann Rheum Dis 2024; 83:879-888. [PMID: 38373841 PMCID: PMC11168881 DOI: 10.1136/ard-2023-224953] [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: 09/01/2023] [Accepted: 02/01/2024] [Indexed: 02/21/2024]
Abstract
OBJECTIVE A recent genome-wide association study linked KLF2 as a novel Asian-specific locus for systemic lupus erythematosus (SLE) susceptibility. However, the underlying causal functional variant(s), cognate target gene(s) and genetic mechanisms associated with SLE risk are unknown. METHODS We used bioinformatics to prioritise likely functional variants and validated the best candidate with diverse experimental techniques, including genome editing. Gene expression was compared between healthy controls (HCs) and patients with SLE with or without lupus nephritis (LN+, LN-). RESULTS Through bioinformatics and expression quantitative trait locus analyses, we prioritised rs4808485 in active chromatin, predicted to modulate KLF2 expression. Luciferase reporter assays and chromatin immunoprecipitation-qPCR demonstrated differential allele-specific enhancer activity and binding of active histone marks (H3K27ac, H3K4me3 and H3K4me1), Pol II, CTCF, P300 and the transcription factor PARP1. Chromosome conformation capture-qPCR revealed long-range chromatin interactions between rs4808485 and the KLF2 promoter. These were directly validated by CRISPR-based genetic and epigenetic editing in Jurkat and lymphoblastoid cells. Deleting the rs4808485 enhancer in Jurkat (KO) cells disrupted NLRP3 inflammasome machinery by reducing KLF2 and increasing CASPASE1, IL-1β and GSDMD levels. Knockout cells also exhibited higher proliferation and cell-cycle progression than wild type. RNA-seq validated interplay between KLF2 and inflammasome machinery in HC, LN+ and LN-. CONCLUSIONS We demonstrate how rs4808485 modulates the inflammasome and cellular homoeostasis through regulating KLF2 expression. This establishes mechanistic connections between rs4808485 and SLE susceptibility.
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Affiliation(s)
- Manish Kumar Singh
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Harikrishna Reddy Rallabandi
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Xu-Jie Zhou
- Renal Division, Peking University Institute of Nephrology, Peking University First Hospital, Beijing, China
- Key Laboratory of Renal Disease, Ministry of Health of China, Beijing, China
- Key Laboratory of Chronic Kidney Disease Prevention and Treatment (Peking University), Ministry of Education, Beijing, China
| | - Yuan-Yuan Qi
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Zhan-Zheng Zhao
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Ting Gan
- Renal Division, Peking University Institute of Nephrology, Peking University First Hospital, Beijing, China
- Key Laboratory of Renal Disease, Ministry of Health of China, Beijing, China
| | - Hong Zhang
- Renal Division, Peking University Institute of Nephrology, Peking University First Hospital, Beijing, China
- Key Laboratory of Renal Disease, Ministry of Health of China, Beijing, China
| | - Loren L Looger
- Howard Hughes Medical Institute, Department of Neurosciences, University of California San Diego, La Jolla, California, USA
| | - Swapan K Nath
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
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2
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Lincoln MR, Connally N, Axisa PP, Gasperi C, Mitrovic M, van Heel D, Wijmenga C, Withoff S, Jonkers IH, Padyukov L, Rich SS, Graham RR, Gaffney PM, Langefeld CD, Vyse TJ, Hafler DA, Chun S, Sunyaev SR, Cotsapas C. Genetic mapping across autoimmune diseases reveals shared associations and mechanisms. Nat Genet 2024; 56:838-845. [PMID: 38741015 DOI: 10.1038/s41588-024-01732-8] [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: 09/29/2021] [Accepted: 03/21/2024] [Indexed: 05/16/2024]
Abstract
Autoimmune and inflammatory diseases are polygenic disorders of the immune system. Many genomic loci harbor risk alleles for several diseases, but the limited resolution of genetic mapping prevents determining whether the same allele is responsible, indicating a shared underlying mechanism. Here, using a collection of 129,058 cases and controls across 6 diseases, we show that ~40% of overlapping associations are due to the same allele. We improve fine-mapping resolution for shared alleles twofold by combining cases and controls across diseases, allowing us to identify more expression quantitative trait loci driven by the shared alleles. The patterns indicate widespread sharing of pathogenic mechanisms but not a single global autoimmune mechanism. Our approach can be applied to any set of traits and is particularly valuable as sample collections become depleted.
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Affiliation(s)
- Matthew R Lincoln
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Division of Neurology at the Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Noah Connally
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Pierre-Paul Axisa
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | | | - Mitja Mitrovic
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Faculty of Chemistry and Chemical Engineering, University of Maribor, Maribor, Slovenia
| | - David van Heel
- Blizard Institute, Queen Mary University of London, London, UK
| | - Cisca Wijmenga
- Department of Genetics at the University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Sebo Withoff
- Department of Genetics at the University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Iris H Jonkers
- Department of Genetics at the University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Leonid Padyukov
- Division of Rheumatology at the Department of Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Robert R Graham
- Maze Therapeutics, South San Francisco, CA, USA
- Genentech, South San Francisco, CA, USA
| | - Patrick M Gaffney
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Carl D Langefeld
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Timothy J Vyse
- Department of Medical and Molecular Genetics, Kings College London, London, UK
| | - David A Hafler
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Sung Chun
- Division of Genetics, Brigham and Women's Hospital, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Shamil R Sunyaev
- Division of Genetics, Brigham and Women's Hospital, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Chris Cotsapas
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA.
- Department of Genetics, Yale School of Medicine, New Haven, CT, USA.
- Vesalius Therapeutics, Cambridge, MA, USA.
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3
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Fu Y, Kelly JA, Gopalakrishnan J, Pelikan RC, Tessneer KL, Pasula S, Grundahl K, Murphy DA, Gaffney PM. Massively parallel reporter assay confirms regulatory potential of hQTLs and reveals important variants in lupus and other autoimmune diseases. HGG ADVANCES 2024; 5:100279. [PMID: 38389303 PMCID: PMC10943488 DOI: 10.1016/j.xhgg.2024.100279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 02/15/2024] [Accepted: 02/18/2024] [Indexed: 02/24/2024] Open
Abstract
We designed a massively parallel reporter assay (MPRA) in an Epstein-Barr virus transformed B cell line to directly characterize the potential for histone post-translational modifications, i.e., histone quantitative trait loci (hQTLs), expression QTLs (eQTLs), and variants on systemic lupus erythematosus (SLE) and autoimmune (AI) disease risk haplotypes to modulate regulatory activity in an allele-dependent manner. Our study demonstrates that hQTLs, as a group, are more likely to modulate regulatory activity in an MPRA compared with other variant classes tested, including a set of eQTLs previously shown to interact with hQTLs and tested AI risk variants. In addition, we nominate 17 variants (including 11 previously unreported) as putative causal variants for SLE and another 14 for various other AI diseases, prioritizing these variants for future functional studies in primary and immortalized B cells. Thus, we uncover important insights into the mechanistic relationships among genotype, epigenetics, and gene expression in SLE and AI disease phenotypes.
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Affiliation(s)
- Yao Fu
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Jennifer A Kelly
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Jaanam Gopalakrishnan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; Neuro-Immune Regulome Unit, National Eye Institute, National Institute of Health, Bethesda, MD 20892, USA
| | - Richard C Pelikan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Kandice L Tessneer
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Satish Pasula
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Kiely Grundahl
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - David A Murphy
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA
| | - Patrick M Gaffney
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA.
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4
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Igoe A, Merjanah S, Harley ITW, Clark DH, Sun C, Kaufman KM, Harley JB, Kaelber DC, Scofield RH. Association between systemic lupus erythematosus and myasthenia gravis: A population-based National Study. Clin Immunol 2024; 260:109810. [PMID: 37949200 DOI: 10.1016/j.clim.2023.109810] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 10/11/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Systemic lupus erythematosus (SLE) and myasthenia gravis (MG) are autoimmune diseases. Previous case reports and case series suggest an association may exist between these diseases, as well as an increased risk of SLE after thymectomy for MG. We undertook this study to determine whether SLE and MG were associated in large cohorts. METHODS We searched the IBM Watson Health Explorys platform and the Department of Veterans Affairs Million Veteran Program (MVP) database for diagnoses of SLE and MG. In addition, we examined subjects enrolled in the Lupus Family Registry and Repository (LFRR) as well as controls for a diagnosis of MG. RESULTS Among 59,780,210 individuals captured in Explorys, there were 25,750 with MG and 65,370 with SLE. 370 subjects had both. Those with MG were >10 times more likely to have SLE than those without MG. Those with both diseases were more likely to be women, African American, and at a younger age than MG subjects without SLE. In addition, the MG patients who underwent thymectomy had an increased risk of SLE compared to MG patients who had not undergone thymectomy (OR 3.11, 95% CI: 2.12 to 4.55). Autoimmune diseases such as pernicious anemia and miscellaneous comorbidities such as chronic kidney disease were significantly more common in MG patients who developed SLE. In the MVP, SLE and MG were also significantly associated. Association of SLE and MG in a large SLE cohort with rigorous SLE classification confirmed the association of SLE with MG at a similar level. CONCLUSION While the number of patients with both MG and SLE is small, SLE and MG are strongly associated together in very large databases and a large SLE cohort.
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Affiliation(s)
- Ann Igoe
- OhioHealth Hospital, Rheumatology Department, Mansfield, OH 44903, USA
| | - Sali Merjanah
- Boston University Medical Center, Section of Rheumatology, Department of Medicine, Boston, MA 02118, USA
| | - Isaac T W Harley
- Division of Rheumatology, Departments of Medicine and Immunology/Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; Medicine Service, Rheumatology Section, Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO 80045, USA
| | - Dennis H Clark
- Research Service, US Department of Veterans Affairs Medical Center, Cincinnati, OH, USA
| | - Celi Sun
- Research Service, US Department of Veterans Affairs Medical Center, Oklahoma City, OK 73104, USA
| | - Kenneth M Kaufman
- Research Service, US Department of Veterans Affairs Medical Center, Cincinnati, OH, USA; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, USA
| | - John B Harley
- Research Service, US Department of Veterans Affairs Medical Center, Cincinnati, OH, USA; Cincinnati Education and Research for Veterans Foundation, Cincinnati, OH, USA
| | - David C Kaelber
- Departments of Internal Medicine, Pediatrics, and Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine and The Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, OH 44109, USA
| | - R Hal Scofield
- Research Service, US Department of Veterans Affairs Medical Center, Oklahoma City, OK 73104, USA; Department of Medicine, University of Oklahoma Health Sciences Center, Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, and Medical/Research Service, and Medicine Service, US Department of Veterans Affairs Medical Center, Oklahoma City, OK 73104, USA.
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5
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Wiley MM, Khatri B, Joachims ML, Tessneer KL, Stolarczyk AM, Rasmussen A, Anaya JM, Aqrawi LA, Bae SC, Baecklund E, Björk A, Brun JG, Bucher SM, Dand N, Eloranta ML, Engelke F, Forsblad-d’Elia H, Fugmann C, Glenn SB, Gong C, Gottenberg JE, Hammenfors D, Imgenberg-Kreuz J, Jensen JL, Johnsen SJA, Jonsson MV, Kelly JA, Khanam S, Kim K, Kvarnström M, Mandl T, Martín J, Morris DL, Nocturne G, Norheim KB, Olsson P, Palm Ø, Pers JO, Rhodus NL, Sjöwall C, Skarstein K, Taylor KE, Tombleson P, Thorlacius GE, Venuturupalli S, Vital EM, Wallace DJ, Grundahl KM, Radfar L, Brennan MT, James JA, Scofield RH, Gaffney PM, Criswell LA, Jonsson R, Appel S, Eriksson P, Bowman SJ, Omdal R, Rönnblom L, Warner BM, Rischmueller M, Witte T, Farris AD, Mariette X, Shiboski CH, Wahren-Herlenius M, Alarcón-Riquelme ME, Ng WF, Sivils KL, Guthridge JM, Adrianto I, Vyse TJ, Tsao BP, Nordmark G, Lessard CJ. Variants in the DDX6-CXCR5 autoimmune disease risk locus influence the regulatory network in immune cells and salivary gland. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.05.561076. [PMID: 39071447 PMCID: PMC11275775 DOI: 10.1101/2023.10.05.561076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Fine mapping and bioinformatic analysis of the DDX6-CXCR5 genetic risk association in Sjögren's Disease (SjD) and Systemic Lupus Erythematosus (SLE) identified five common SNPs with functional evidence in immune cell types: rs4938573, rs57494551, rs4938572, rs4936443, rs7117261. Functional interrogation of nuclear protein binding affinity, enhancer/promoter regulatory activity, and chromatin-chromatin interactions in immune, salivary gland epithelial, and kidney epithelial cells revealed cell type-specific allelic effects for all five SNPs that expanded regulation beyond effects on DDX6 and CXCR5 expression. Mapping the local chromatin regulatory network revealed several additional genes of interest, including lnc-PHLDB1-1. Collectively, functional characterization implicated the risk alleles of these SNPs as modulators of promoter and/or enhancer activities that regulate cell type-specific expression of DDX6, CXCR5, and lnc-PHLDB1-1, among others. Further, these findings emphasize the importance of exploring the functional significance of SNPs in the context of complex chromatin architecture in disease-relevant cell types and tissues.
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Affiliation(s)
- Mandi M. Wiley
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
| | - Bhuwan Khatri
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
| | - Michelle L. Joachims
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
- Arthritis and Clinical Immunology Research Program, OMRF, Oklahoma City, Oklahoma, USA
| | - Kandice L. Tessneer
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
| | - Anna M. Stolarczyk
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
| | - Astrid Rasmussen
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
| | | | - Lara A. Aqrawi
- Department of Health Sciences, Kristiania University College, Oslo, Norway
- University of Oslo, Norway
| | | | | | | | - Johan G. Brun
- University of Bergen, Bergen, Norway
- Haukeland University Hospital, Bergen, Norway
| | | | - Nick Dand
- King’s College London, London, United Kingdom
| | | | | | | | | | - Stuart B. Glenn
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
| | - Chen Gong
- King’s College London, London, United Kingdom
| | | | | | | | | | | | | | - Jennifer A. Kelly
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
| | - Sharmily Khanam
- Arthritis and Clinical Immunology Research Program, OMRF, Oklahoma City, Oklahoma, USA
| | | | | | | | - Javier Martín
- Instituto de Biomedicina y Parasitología López-Neyra, Granada, Spain
| | | | - Gaetane Nocturne
- Université Paris-Saclay, Paris, France
- Assistance Publique – Hôpitaux de Paris, Hôpital Bicêtre, Paris, France
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Kiely M. Grundahl
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
- Arthritis and Clinical Immunology Research Program, OMRF, Oklahoma City, Oklahoma, USA
| | - Lida Radfar
- University of Oklahoma College of Dentistry, Oklahoma City, Oklahoma, USA
| | | | - Judith A. James
- Arthritis and Clinical Immunology Research Program, OMRF, Oklahoma City, Oklahoma, USA
- University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - R. Hal Scofield
- Arthritis and Clinical Immunology Research Program, OMRF, Oklahoma City, Oklahoma, USA
- University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
- US Department of Veteran Affairs Medical Center, Oklahoma City, Oklahoma, USA
| | - Patrick M. Gaffney
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
- University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Lindsey A. Criswell
- University of California San Francisco, San Francisco, California, USA
- National Human Genome Research Institute, NIH, Bethesda, Maryland, USA
| | | | | | | | - Simon J. Bowman
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Roald Omdal
- University of Bergen, Bergen, Norway
- Stavanger University Hospital, Stavanger, Norway
| | | | - Blake M. Warner
- National Institute of Dental and Craniofacial Research, Bethesda, Maryland, USA
| | | | | | - A. Darise Farris
- Arthritis and Clinical Immunology Research Program, OMRF, Oklahoma City, Oklahoma, USA
- University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Xavier Mariette
- Université Paris-Saclay, Paris, France
- Assistance Publique – Hôpitaux de Paris, Hôpital Bicêtre, Paris, France
| | | | | | | | - Marta E. Alarcón-Riquelme
- Karolinska Institutet, Solna, Sweden
- Genyo, Center for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Spain
| | | | - Wan-Fai Ng
- NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | | | - Kathy L. Sivils
- Arthritis and Clinical Immunology Research Program, OMRF, Oklahoma City, Oklahoma, USA
| | - Joel M. Guthridge
- Arthritis and Clinical Immunology Research Program, OMRF, Oklahoma City, Oklahoma, USA
- University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Indra Adrianto
- Center for Bioinformatics, Department of Public Health Sciences, Henry Ford Health, Detroit, Michigan, USA
- Department of Medicine, College of Human Medicine, Michigan State University, East Lansing, Michigan, USA
| | | | - Betty P. Tsao
- Medical University of South Carolina, Charleston, South Carolina, USA
| | | | - Christopher J. Lessard
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation (OMRF), Oklahoma City, Oklahoma, USA
- University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
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6
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Fu Y, Kelly JA, Gopalakrishnan J, Pelikan RC, Tessneer KL, Pasula S, Grundahl K, Murphy DA, Gaffney PM. Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.17.553722. [PMID: 37645944 PMCID: PMC10462090 DOI: 10.1101/2023.08.17.553722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Objective To systematically characterize the potential for histone post-translational modifications, i.e., histone quantitative trait loci (hQTLs), expression QTLs (eQTLs), and variants on systemic lupus erythematosus (SLE) and autoimmune (AI) disease risk haplotypes to modulate gene expression in an allele dependent manner. Methods We designed a massively parallel reporter assay (MPRA) containing ~32K variants and transfected it into an Epstein-Barr virus transformed B cell line generated from an SLE case. Results Our study expands our understanding of hQTLs, illustrating that epigenetic QTLs are more likely to contribute to functional mechanisms than eQTLs and other variant types, and a large proportion of hQTLs overlap transcription start sites (TSS) of noncoding RNAs. In addition, we nominate 17 variants (including 11 novel) as putative causal variants for SLE and another 14 for various other AI diseases, prioritizing these variants for future functional studies primary and immortalized B cells. Conclusion We uncover important insights into the mechanistic relationships between genotype, epigenetics, gene expression, and SLE and AI disease phenotypes.
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Affiliation(s)
- Yao Fu
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Jennifer A Kelly
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Jaanam Gopalakrishnan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
- Neuro-Immune Regulome Unit, National Eye Institute, National Institute of Health, Bethesda, MD, 20892, USA
| | - Richard C Pelikan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Kandice L Tessneer
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Satish Pasula
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Kiely Grundahl
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - David A Murphy
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Patrick M Gaffney
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
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7
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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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8
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Slief M, Kheir JM, Smith M, Mowery C, Macwana S, DeJager W, Wagner CA, Aberle T, James JA, Guthridge JM. Genetic load in incomplete lupus erythematosus. Lupus Sci Med 2023; 10:e000843. [PMID: 36599633 PMCID: PMC9815005 DOI: 10.1136/lupus-2022-000843] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 12/22/2022] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Patients with incomplete lupus erythematosus (ILE) have lupus features but insufficient criteria for SLE classification. Some patients with ILE transition to SLE, but most avoid major organ involvement. This study tested whether the milder disease course in ILE is influenced by reduced SLE risk allele genetic load. METHODS We calculated the genetic load based on 99 SLE-associated risk alleles in European American patients with SLE (≥4 American College of Rheumatology (ACR) 1997 criteria, n=170), patients with ILE (3 ACR 1997 criteria, n=169), a subset of patients with ILE not meeting Systemic Lupus International Collaborating Clinics (SLICC) classification (ILESLICC, n=119) and healthy controls (n=133). Unweighted genetic loads were calculated as the total sum of risk alleles for each individual, while weighted genetic loads were defined as the sum of risk alleles multiplied by the natural logarithm of the previously published OR of each risk allele for SLE susceptibility. RESULTS The median unweighted and weighted SLE risk allele genetic load was significantly greater in patients with ILE (unweighted: 81, p value=0.01; weighted: 16.3, p value=0.001) and patients with SLE (80, p value=0.02; 16.29, p value=0.0006) compared with healthy controls (78, 15.76). Patients with ILESLICC trended towards an increased genetic load, although not statistically significant (unweighted: 80, p value=0.14; weighted: 16.05, p value=0.07). However, the median genetic load did not significantly differ between ILE and SLE, and genetic load did not differentiate patients with ILE and SLE (area under the curve=0.51, p=0.78) by receiver operator characteristic analysis. CONCLUSIONS Patients with ILE and SLE have comparable genetic loads of SLE risk loci, suggesting similar genetic predispositions between these conditions. Phenotypical differences between SLE and ILE may instead be influenced by ILE-specific variants and gene-environment interactions.
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Affiliation(s)
- Matt Slief
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Joseph M Kheir
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Miles Smith
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Colin Mowery
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Susan Macwana
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Wade DeJager
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Catriona A Wagner
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Teresa Aberle
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Judith A James
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
- Department of Medicine, Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Joel M Guthridge
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
- Department of Medicine, Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
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9
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Pasula S, Gopalakrishnan J, Fu Y, Tessneer KL, Wiley MM, Pelikan RC, Kelly JA, Gaffney PM. Systemic lupus erythematosus variants modulate the function of an enhancer upstream of TNFAIP3. Front Genet 2022; 13:1011965. [PMID: 36199584 PMCID: PMC9527318 DOI: 10.3389/fgene.2022.1011965] [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: 08/04/2022] [Accepted: 08/29/2022] [Indexed: 11/13/2022] Open
Abstract
TNFAIP3/A20 is a prominent autoimmune disease risk locus that is correlated with hypomorphic TNFAIP3 expression and exhibits complex chromatin architecture with over 30 predicted enhancers. This study aimed to functionally characterize an enhancer ∼55 kb upstream of the TNFAIP3 promoter marked by the systemic lupus erythematosus (SLE) risk haplotype index SNP, rs10499197. Allele effects of rs10499197, rs58905141, and rs9494868 were tested by EMSA and/or luciferase reporter assays in immune cell types. Co-immunoprecipitation, ChIP-qPCR, and 3C-qPCR were performed on patient-derived EBV B cells homozygous for the non-risk or SLE risk TNFAIP3 haplotype to assess haplotype-specific effects on transcription factor binding and chromatin regulation at the TNFAIP3 locus. This study found that the TNFAIP3 locus has a complex chromatin regulatory network that spans ∼1M bp from the promoter region of IL20RA to the 3' untranslated region of TNFAIP3. Functional dissection of the enhancer demonstrated co-dependency of the RelA/p65 and CEBPB binding motifs that, together, increase IL20RA and IFNGR1 expression and decreased TNFAIP3 expression in the context of the TNFAIP3 SLE risk haplotype through dynamic long-range interactions up- and downstream. Examination of SNPs in linkage disequilibrium (D' = 1.0) with rs10499197 identified rs9494868 as a functional SNP with risk allele-specific increase in nuclear factor binding and enhancer activation in vitro. In summary, this study demonstrates that SNPs carried on the ∼109 kb SLE risk haplotype facilitate hypermorphic IL20RA and IFNGR1 expression, while suppressing TNFAIP3 expression, adding to the mechanistic potency of this critically important locus in autoimmune disease pathology.
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Affiliation(s)
- Satish Pasula
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Jaanam Gopalakrishnan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States,Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Yao Fu
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Kandice L. Tessneer
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Mandi M. Wiley
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Richard C. Pelikan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Jennifer A. Kelly
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Patrick M. Gaffney
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States,Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,*Correspondence: Patrick M. Gaffney,
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10
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Saint Just Ribeiro M, Tripathi P, Namjou B, Harley JB, Chepelev I. Haplotype-specific chromatin looping reveals genetic interactions of regulatory regions modulating gene expression in 8p23.1. Front Genet 2022; 13:1008582. [PMID: 36160011 PMCID: PMC9490475 DOI: 10.3389/fgene.2022.1008582] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 08/18/2022] [Indexed: 11/13/2022] Open
Abstract
A major goal of genetics research is to elucidate mechanisms explaining how genetic variation contributes to phenotypic variation. The genetic variants identified in genome-wide association studies (GWASs) generally explain only a small proportion of heritability of phenotypic traits, the so-called missing heritability problem. Recent evidence suggests that additional common variants beyond lead GWAS variants contribute to phenotypic variation; however, their mechanistic underpinnings generally remain unexplored. Herein, we undertake a study of haplotype-specific mechanisms of gene regulation at 8p23.1 in the human genome, a region associated with a number of complex diseases. The FAM167A-BLK locus in this region has been consistently found in the genome-wide association studies (GWASs) of systemic lupus erythematosus (SLE) in all major ancestries. Our haplotype-specific chromatin interaction (Hi-C) experiments, allele-specific enhancer activity measurements, genetic analyses, and epigenome editing experiments revealed that: 1) haplotype-specific long-range chromatin interactions are prevalent in 8p23.1; 2) BLK promoter and cis-regulatory elements cooperatively interact with haplotype-specificity; 3) genetic variants at distal regulatory elements are allele-specific modifiers of the promoter variants at FAM167A-BLK; 4) the BLK promoter interacts with and, as an enhancer-like promoter, regulates FAM167A expression and 5) local allele-specific enhancer activities are influenced by global haplotype structure due to chromatin looping. Although systemic lupus erythematosus causal variants at the FAM167A-BLK locus are thought to reside in the BLK promoter region, our results reveal that genetic variants at distal regulatory elements modulate promoter activity, changing BLK and FAM167A gene expression and disease risk. Our results suggest that global haplotype-specific 3-dimensional chromatin looping architecture has a strong influence on local allelic BLK and FAM167A gene expression, providing mechanistic details for how regional variants controlling the BLK promoter may influence disease risk.
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Affiliation(s)
- Mariana Saint Just Ribeiro
- Center for Autoimmune Genomics and Etiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Pulak Tripathi
- Center for Autoimmune Genomics and Etiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Bahram Namjou
- Center for Autoimmune Genomics and Etiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - John B. Harley
- Research Service, US Department of Veterans Affairs Medical Center, Cincinnati, OH, United States
- Cincinnati Education and Research for Veterans Foundation, Cincinnati, OH, United States
- *Correspondence: Iouri Chepelev, ; John B. Harley,
| | - Iouri Chepelev
- Research Service, US Department of Veterans Affairs Medical Center, Cincinnati, OH, United States
- Cincinnati Education and Research for Veterans Foundation, Cincinnati, OH, United States
- *Correspondence: Iouri Chepelev, ; John B. Harley,
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11
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Vanderlinden LA, Bemis EA, Seifert J, Guthridge JM, Young KA, Demoruelle MK, Feser M, DeJager W, Macwana S, Mikuls TR, O'Dell JR, Weisman MH, Buckner J, Keating RM, Gaffney PM, Kelly JA, Langefeld CD, Deane KD, James JA, Holers VM, Norris JM. Relationship Between a Vitamin D Genetic Risk Score and Autoantibodies Among First-Degree Relatives of Probands With Rheumatoid Arthritis and Systemic Lupus Erythematosus. Front Immunol 2022; 13:881332. [PMID: 35720397 PMCID: PMC9205604 DOI: 10.3389/fimmu.2022.881332] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 05/09/2022] [Indexed: 12/28/2022] Open
Abstract
Objective Higher 25-hydroxyvitamin D (25(OH)D) levels have been associated with reduced risk for autoimmune diseases and are influenced by vitamin D metabolism genes. We estimated genetically-determined vitamin D levels by calculating a genetic risk score (GRS) and investigated whether the vitamin D GRS was associated with the presence of autoantibodies related to rheumatoid arthritis (RA) and systemic lupus erythematosus (SLE) in those at increased risk for developing RA and SLE, respectively. Methods In this cross-sectional study, we selected autoantibody positive (aAb+) and autoantibody negative (aAb-) individuals from the Studies of the Etiologies of Rheumatoid Arthritis (SERA), a cohort study of first-degree relatives (FDRs) of individuals with RA (189 RA aAb+, 181 RA aAb-), and the Lupus Family Registry and Repository (LFRR), a cohort study of FDRs of individuals with SLE (157 SLE aAb+, 185 SLE aAb-). Five SNPs known to be associated with serum 25(OH)D levels were analyzed individually as well as in a GRS: rs4588 (GC), rs12785878 (NADSYN1), rs10741657 (CYP2R1), rs6538691 (AMDHD1), and rs8018720 (SEC23A). Results Both cohorts had similar demographic characteristics, with significantly older and a higher proportion of males in the aAb+ FDRs. The vitamin D GRS was inversely associated with RA aAb+ (OR = 0.85, 95% CI = 0.74-0.99), suggesting a possible protective factor for RA aAb positivity in FDRs of RA probands. The vitamin D GRS was not associated with SLE aAb+ in the LFRR (OR = 1.09, 95% CI = 0.94-1.27). The SEC23A SNP was associated with RA aAb+ in SERA (OR = 0.65, 95% CI = 0.43-0.99); this SNP was not associated with SLE aAb+ in LFRR (OR = 1.41, 95% CI = 0.90 - 2.19). Conclusion Genes associated with vitamin D levels may play a protective role in the development of RA aAbs in FDRs of RA probands, perhaps through affecting lifelong vitamin D status. The GRS and the SEC23A SNP may be of interest for future investigation in pre-clinical RA. In contrast, these results do not support a similar association in SLE FDRs, suggesting other mechanisms involved in the relationship between vitamin D and SLE aAbs not assessed in this study.
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Affiliation(s)
- Lauren A Vanderlinden
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Elizabeth A Bemis
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Jennifer Seifert
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Joel M Guthridge
- Arthritis & Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Kendra A Young
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Mary Kristen Demoruelle
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Marie Feser
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Wade DeJager
- Arthritis & Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Susan Macwana
- Arthritis & Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Ted R Mikuls
- Division of Rheumatology and Immunology, University of Nebraska Medical Center and VA Nebraska-Western Iowa Health Care System, Omaha, NE, United States
| | - James R O'Dell
- Division of Rheumatology and Immunology, University of Nebraska Medical Center and VA Nebraska-Western Iowa Health Care System, Omaha, NE, United States
| | - Michael H Weisman
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Jane Buckner
- Center for Translational Immunology, Benaroya Research Institute (BRI) at Virginia Mason, Seattle, WA, United States
| | - Richard M Keating
- Division of Rheumatology, Scripps Health, La Jolla, CA, United States
| | - Patrick M Gaffney
- Arthritis & Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Jennifer A Kelly
- Arthritis & Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Carl D Langefeld
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston Salem, NC, United States.,Center for Precision Medicine, Wake Forest School of Medicine, Winston Salem, NC, United States
| | - Kevin D Deane
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Judith A James
- Arthritis & Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Vernon Michael Holers
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Jill M Norris
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
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12
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Munroe ME, Young KA, Guthridge JM, Kamen DL, Gilkeson GS, Weisman MH, Ishimori ML, Wallace DJ, Karp DR, Harley JB, Norris JM, James JA. Pre-Clinical Autoimmunity in Lupus Relatives: Self-Reported Questionnaires and Immune Dysregulation Distinguish Relatives Who Develop Incomplete or Classified Lupus From Clinically Unaffected Relatives and Unaffected, Unrelated Individuals. Front Immunol 2022; 13:866181. [PMID: 35720322 PMCID: PMC9203691 DOI: 10.3389/fimmu.2022.866181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 04/22/2022] [Indexed: 11/13/2022] Open
Abstract
Systemic lupus erythematosus (SLE) is propelled by pathogenic autoantibody (AutoAb) and immune pathway dysregulation. Identifying populations at risk of reaching classified SLE is essential to curtail inflammatory damage. Lupus blood relatives (Rel) have an increased risk of developing SLE. We tested factors to identify Rel at risk of developing incomplete lupus (ILE) or classified SLE vs. clinically unaffected Rel and healthy controls (HC), drawing from two unique, well characterized lupus cohorts, the lupus autoimmunity in relatives (LAUREL) follow-up cohort, consisting of Rel meeting <4 ACR criteria at baseline, and the Lupus Family Registry and Repository (LFRR), made up of SLE patients, lupus Rel, and HC. Medical record review determined ACR SLE classification criteria; study participants completed the SLE portion of the connective tissue disease questionnaire (SLE-CSQ), type 2 symptom questions, and provided samples for assessment of serum SLE-associated AutoAb specificities and 52 plasma immune mediators. Elevated SLE-CSQ scores were associated with type 2 symptoms, ACR scores, and serology in both cohorts. Fatigue at BL was associated with transition to classified SLE in the LAUREL cohort (p≤0.01). Increased levels of BLyS and decreased levels of IL-10 were associated with type 2 symptoms (p<0.05). SLE-CSQ scores, ACR scores, and accumulated AutoAb specificities correlated with levels of multiple inflammatory immune mediators (p<0.05), including BLyS, IL-2Rα, stem cell factor (SCF), soluble TNF receptors, and Th-1 type mediators and chemokines. Transition to SLE was associated with increased levels of SCF (p<0.05). ILE Rel also had increased levels of TNF-α and IFN-γ, offset by increased levels of regulatory IL-10 and TGF-β (p<0.05). Clinically unaffected Rel (vs. HC) had higher SLE-CSQ scores (p<0.001), increased serology (p<0.05), and increased inflammatory mediator levels, offset by increased IL-10 and TGF-β (p<0.01). These findings suggest that Rel at highest risk of transitioning to classified SLE have increased inflammation coupled with decreased regulatory mediators. In contrast, clinically unaffected Rel and Rel with ILE demonstrate increased inflammation offset with increased immune regulation, intimating a window of opportunity for early intervention and enrollment in prevention trials.
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Affiliation(s)
- Melissa E. Munroe
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
- *Correspondence: Melissa E. Munroe,
| | - Kendra A. Young
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, United States
| | - Joel M. Guthridge
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
- Department of Medicine, Oklahoma University Health Sciences Center, Oklahoma City, OK, United States
| | - Diane L. Kamen
- Division of Rheumatology, Medical University of South Carolina, Charleston, SC, United States
| | - Gary S. Gilkeson
- Division of Rheumatology, Medical University of South Carolina, Charleston, SC, United States
| | - Michael H. Weisman
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Mariko L. Ishimori
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Daniel J. Wallace
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - David R. Karp
- Division of Rheumatic Diseases, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - John B. Harley
- US Department of Veterans Affairs Medical Center, Cincinnati, OH, United States
| | - Jill M. Norris
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, United States
| | - Judith A. James
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
- Department of Medicine, Oklahoma University Health Sciences Center, Oklahoma City, OK, United States
- Department of Pathology, Oklahoma University Health Sciences Center, Oklahoma City, OK, United States
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13
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Differentiating between UCTD and early-stage SLE: from definitions to clinical approach. Nat Rev Rheumatol 2022; 18:9-21. [PMID: 34764455 DOI: 10.1038/s41584-021-00710-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/12/2021] [Indexed: 12/14/2022]
Abstract
Systemic lupus erythematosus (SLE) is an autoimmune disease with heterogeneous clinical manifestations that can potentially affect every organ and system. SLE is usually identified on the basis of clinical or serological manifestations; however, some individuals can present with signs and symptoms that are consistent with SLE but are not sufficient for a definite diagnosis. Disease in these individuals can either progress over time to definite SLE or remain stable, in which case their disease is often described as intermediate, possible or probable SLE. Alternatively, such individuals might have undifferentiated connective tissue disease (UCTD). Being able to differentiate between those with stable UCTD and those with SLE at an early stage is important to avoid irreversible target-organ damage from occurring. This Review provides insight into existing and evolving perceptions of the early stages of SLE, including clinical and mechanistic considerations, as well as potential paths towards early identification and intervention. Further research into the earliest phases of SLE will be important for the development of targeted diagnostic approaches and biomarkers for the identification of individuals with early disease who are likely to progress to definite SLE.
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14
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Gopalakrishnan J, Tessneer KL, Fu Y, Pasula S, Pelikan RC, Kelly JA, Wiley GB, Gaffney PM. Variants on the UBE2L3/YDJC Autoimmune Disease Risk Haplotype Increase UBE2L3 Expression by Modulating CCCTC-Binding Factor and YY1 Binding. Arthritis Rheumatol 2022; 74:163-173. [PMID: 34279042 PMCID: PMC8712360 DOI: 10.1002/art.41925] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 06/10/2021] [Accepted: 07/08/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Genetic variants spanning UBE2L3 are associated with increased expression of the UBE2L3-encoded E2 ubiquitin-conjugating enzyme H7 (UbcH7), which facilitates activation of proinflammatory NF-κB signaling and susceptibility to autoimmune diseases. We undertook this study to delineate how genetic variants carried on the UBE2L3/YDJC autoimmune risk haplotype function to drive hypermorphic UBE2L3 expression. METHODS We used bioinformatic analyses, electrophoretic mobility shift assays, and luciferase reporter assays to identify and functionally characterize allele-specific effects of risk variants positioned in chromatin accessible regions of immune cells. Chromatin conformation capture with quantitative polymerase chain reaction (3C-qPCR), chromatin immunoprecipitation (ChIP)-qPCR, and small interfering RNA (siRNA) knockdown assays were performed on patient-derived Epstein-Barr virus-transformed B cells homozygous for the UBE2L3/YDJC nonrisk or risk haplotype to determine if the risk haplotype increases UBE2L3 expression by altering the regulatory chromatin architecture in the region. RESULTS Of the 7 prioritized variants, 5 demonstrated allele-specific increases in nuclear protein binding affinity and regulatory activity. High-throughput sequencing of chromosome conformation capture coupled with ChIP (HiChIP) and 3C-qPCR uncovered a long-range interaction between the UBE2L3 promoter (rs140490, rs140491, rs11089620) and the downstream YDJC promoter (rs3747093) that was strengthened in the presence of the UBE2L3/YDJC risk haplotype, and correlated with the loss of CCCTC-binding factor (CTCF) and gain of YY1 binding at the risk alleles. Depleting YY1 by siRNA disrupted the long-range interaction between the 2 promoters and reduced UBE2L3 expression. CONCLUSION The UBE2L3/YDJC autoimmune risk haplotype increases UBE2L3 expression through strengthening a YY1-mediated interaction between the UBE2L3 and YDJC promoters.
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Affiliation(s)
- Jaanam Gopalakrishnan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA.,Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Kandice L. Tessneer
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Yao Fu
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Satish Pasula
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Richard C. Pelikan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Jennifer A. Kelly
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Graham B. Wiley
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA
| | - Patrick M. Gaffney
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA.,Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA,To whom correspondence should be addressed Patrick M. Gaffney, MD, Chair, Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, 825 NE 13 Street, MS 57, Oklahoma City, Oklahoma 73104, Tel: 405-271-2572, Fax: 405-271-2536,
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15
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Marion MC, Ramos PS, Bachali P, Labonte AC, Zimmerman KD, Ainsworth HC, Heuer SE, Robl RD, Catalina MD, Kelly JA, Howard TD, Lipsky PE, Grammer AC, Langefeld CD. Nucleic Acid-Sensing and Interferon-Inducible Pathways Show Differential Methylation in MZ Twins Discordant for Lupus and Overexpression in Independent Lupus Samples: Implications for Pathogenic Mechanism and Drug Targeting. Genes (Basel) 2021; 12:genes12121898. [PMID: 34946847 PMCID: PMC8701117 DOI: 10.3390/genes12121898] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/22/2021] [Accepted: 11/25/2021] [Indexed: 12/27/2022] Open
Abstract
Systemic lupus erythematosus (SLE) is a chronic, multisystem, autoimmune inflammatory disease with genomic and non-genomic contributions to risk. We hypothesize that epigenetic factors are a significant contributor to SLE risk and may be informative for identifying pathogenic mechanisms and therapeutic targets. To test this hypothesis while controlling for genetic background, we performed an epigenome-wide analysis of DNA methylation in genomic DNA from whole blood in three pairs of female monozygotic (MZ) twins of European ancestry, discordant for SLE. Results were replicated on the same array in four cell types from a set of four Danish female MZ twin pairs discordant for SLE. Genes implicated by the epigenetic analyses were then evaluated in 10 independent SLE gene expression datasets from the Gene Expression Omnibus (GEO). There were 59 differentially methylated loci between unaffected and affected MZ twins in whole blood, including 11 novel loci. All but two of these loci were hypomethylated in the SLE twins relative to the unaffected twins. The genes harboring these hypomethylated loci exhibited increased expression in multiple independent datasets of SLE patients. This pattern was largely consistent regardless of disease activity, cell type, or renal tissue type. The genes proximal to CpGs exhibiting differential methylation (DM) in the SLE-discordant MZ twins and exhibiting differential expression (DE) in independent SLE GEO cohorts (DM-DE genes) clustered into two pathways: the nucleic acid-sensing pathway and the type I interferon pathway. The DM-DE genes were also informatically queried for potential gene–drug interactions, yielding a list of 41 drugs including a known SLE therapy. The DM-DE genes delineate two important biologic pathways that are not only reflective of the heterogeneity of SLE but may also correlate with distinct IFN responses that depend on the source, type, and location of nucleic acid molecules and the activated receptors in individual patients. Cell- and tissue-specific analyses will be critical to the understanding of genetic factors dysregulating the nucleic acid-sensing and IFN pathways and whether these factors could be appropriate targets for therapeutic intervention.
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Affiliation(s)
- Miranda C. Marion
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA; (M.C.M.); (H.C.A.)
- Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
| | - Paula S. Ramos
- Division of Rheumatology and Immunology, Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA;
| | - Prathyusha Bachali
- AMPEL BioSolutions, LLC and RILITE Research Institute, Charlottesville, VA 22902, USA; (P.B.); (A.C.L.); (S.E.H.); (R.D.R.); (M.D.C.); (P.E.L.); (A.C.G.)
| | - Adam C. Labonte
- AMPEL BioSolutions, LLC and RILITE Research Institute, Charlottesville, VA 22902, USA; (P.B.); (A.C.L.); (S.E.H.); (R.D.R.); (M.D.C.); (P.E.L.); (A.C.G.)
| | - Kip D. Zimmerman
- Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
| | - Hannah C. Ainsworth
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA; (M.C.M.); (H.C.A.)
- Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
| | - Sarah E. Heuer
- AMPEL BioSolutions, LLC and RILITE Research Institute, Charlottesville, VA 22902, USA; (P.B.); (A.C.L.); (S.E.H.); (R.D.R.); (M.D.C.); (P.E.L.); (A.C.G.)
- The Jackson Laboratory, Tufts Graduate School of Biomedical Sciences, Bar Harbor, ME 04609, USA
| | - Robert D. Robl
- AMPEL BioSolutions, LLC and RILITE Research Institute, Charlottesville, VA 22902, USA; (P.B.); (A.C.L.); (S.E.H.); (R.D.R.); (M.D.C.); (P.E.L.); (A.C.G.)
| | - Michelle D. Catalina
- AMPEL BioSolutions, LLC and RILITE Research Institute, Charlottesville, VA 22902, USA; (P.B.); (A.C.L.); (S.E.H.); (R.D.R.); (M.D.C.); (P.E.L.); (A.C.G.)
| | - Jennifer A. Kelly
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA;
| | - Timothy D. Howard
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
| | - Peter E. Lipsky
- AMPEL BioSolutions, LLC and RILITE Research Institute, Charlottesville, VA 22902, USA; (P.B.); (A.C.L.); (S.E.H.); (R.D.R.); (M.D.C.); (P.E.L.); (A.C.G.)
| | - Amrie C. Grammer
- AMPEL BioSolutions, LLC and RILITE Research Institute, Charlottesville, VA 22902, USA; (P.B.); (A.C.L.); (S.E.H.); (R.D.R.); (M.D.C.); (P.E.L.); (A.C.G.)
| | - Carl D. Langefeld
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA; (M.C.M.); (H.C.A.)
- Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
- Correspondence:
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Sebastiani GD, Spinelli FR, Bartoloni E, Bortoluzzi A, Bozzolo E, Canofari C, Canti V, Conigliaro P, Ditto MC, Emmi G, Franceschini F, Frassi M, Iaccarino L, Iuliano A, Manfredi A, Pacucci V, Parisi S, Pazzola G, Perricone R, Prevete I, Ramirez GA, Scarpato S, Scirocco C, Silvagni E, Zen M, Zanetti A, Carrara G, Scirè CA, Conti F, Doria A. Baseline characteristics of systemic lupus erythematosus patients included in the Lupus Italian Registry of the Italian Society for Rheumatology. Lupus 2021; 30:1233-1243. [PMID: 33884900 DOI: 10.1177/09612033211012470] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To report baseline data of SLE patients enrolled in the Lupus Italian Registry (LIRE). METHODS Patients affected by SLE aged ≥ 16 years were consecutively recruited in a multicenter prospective study comparing two cohorts: patients starting biologic immunosuppressants (BC) and patients starting non-biologic immunosuppresants (NBC). RESULTS 308 patients were enrolled, 179 in NBC and 129 in BC. Mean age at disease onset and at diagnosis was significantly higher in NBC (p = 0.023, p = 0.045, respectively). Disease duration was longer in BC (p = 0.022). Patients in BC presented arthritis more frequently (p = 0.024), those in NBC nephropathy (p = 0.03). Quality of life was worse in BC (p = 0.031). Anti-dsDNA, low C3, were significantly more frequent in BC (p < 0.001, p = 0.009, respectively). Mycophenolate, methotrexate and azathioprine were the drugs more frequently prescribed in NBC, Belimumab and Rituximab in BC. CONCLUSION The predominant organ involvement was different in the two cohorts: kidney involvement predominated in NBC, joint involvement in BC. Despite the younger age at disease onset, patients of the BC had a longer disease duration and more frequently had taken a cumulative prednisone dosage greater than 10 g. Even the pattern of clinical manifestations inducing to prescribe biological rather than conventional immunosuppressants was quite different.Keywords: Autoantibody(ies), autoimmune disease, belimumab, cohort studies, glucocorticoids, immunosuppressants, rituximab, systemic lupus erythematosus.
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Affiliation(s)
| | | | | | | | - Enrica Bozzolo
- Unit of Immunology, Rheumatology, Allergy and Rare Diseases, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Claudia Canofari
- Rheumatology Unit, San Camillo - Forlanini Hospital, Rome, Italy
| | - Valentina Canti
- Unit of Immunology, Rheumatology, Allergy and Rare Diseases, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Paola Conigliaro
- Rheumatology, Allergology and Clinical Immunology, Department of "Medicina dei Sistemi", University of Rome "Tor Vergata", Rome, Italy
| | - Maria Chiara Ditto
- Rheumatology Unit, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Giacomo Emmi
- Dipartimento di Medicina Clinica e Sperimentale, University of Firenze, Firenze, Italy
| | - Franco Franceschini
- Dipartimento di Scienze Cliniche e Sperimentali, Unit of Rheumatology and Clinical Immunology, ASST Spedali Civili, University of Brescia, Brescia, Italy
| | - Micol Frassi
- Dipartimento di Scienze Cliniche e Sperimentali, Unit of Rheumatology and Clinical Immunology, ASST Spedali Civili, University of Brescia, Brescia, Italy
| | | | | | - Angelo Manfredi
- Unit of Immunology, Rheumatology, Allergy and Rare Diseases, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Viviana Pacucci
- Rheumatology Unit, "Sapienza" University of Rome, Rome, Italy
| | - Simone Parisi
- Rheumatology Unit, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Giulia Pazzola
- Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Roberto Perricone
- Rheumatology, Allergology and Clinical Immunology, Department of "Medicina dei Sistemi", University of Rome "Tor Vergata", Rome, Italy
| | | | - Giuseppe Alvise Ramirez
- Unit of Immunology, Rheumatology, Allergy and Rare Diseases, IRCCS Ospedale San Raffaele, Milan, Italy
| | | | - Chiara Scirocco
- Rheumatology Unit, San Camillo - Forlanini Hospital, Rome, Italy
| | - Ettore Silvagni
- Rheumatology Unit, University of Ferrara e AOU S. Anna, Ferrara, Italy
| | | | - Anna Zanetti
- Epidemiology Unit, Italian Society of Rheumatology, Milan, Italy.,Department of Statistics and Quantitative Methods, Division of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Greta Carrara
- Epidemiology Unit, Italian Society of Rheumatology, Milan, Italy
| | - Carlo Alberto Scirè
- Rheumatology Unit, University of Ferrara e AOU S. Anna, Ferrara, Italy.,Epidemiology Unit, Italian Society of Rheumatology, Milan, Italy
| | - Fabrizio Conti
- Rheumatology Unit, "Sapienza" University of Rome, Rome, Italy
| | - Andrea Doria
- Rheumatology Unit, University of Padova, Padova, Italy
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Li M, Wang Y, Zhao J, Wang Q, Wang Z, Tian X, Zeng X. Chinese SLE Treatment and Research Group (CSTAR) Registry 2009-2019: Major Clinical Characteristics of Chinese Patients with Systemic Lupus Erythematosus. RHEUMATOLOGY AND IMMUNOLOGY RESEARCH 2021; 2:43-47. [PMID: 36467897 PMCID: PMC9524770 DOI: 10.2478/rir-2021-0001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 02/04/2021] [Indexed: 05/27/2023]
Abstract
Objective To describe the overall clinical characteristics of patients from the Chinese SLE Treatment and Research group (CSTAR) registry in the past 10 years. Methods CSTAR registry originated as a multicenter, consecutive, and prospective design launched in 2009. The data were collected online from 304 rheumatology centers, which covered 30 provinces in China. All data were generated and uploaded in the clinic directly without secondary collection, including demographic, clinical manifestations, disease activity (SLEDAI-2K) and organ damage evaluation (SLICC Damage Index), and lab test results. Biological samples were preserved for future study. Meanwhile, data cleaning and validation were managed by a professional backstage statistician. Results A total of 25,147 SLE patients were registered up to Dec 2019. The mean age of disease onset was 31.2 years with the age of confirmed diagnosis at 32.1 years. The male to female rate was 1:11.9. 4.6% were pediatric patients. The most common clinical presentations at entry were oral ulcer (59.4%), arthritis (55.0%), alopecia (43.22%), skin rash (40.0%), and nephritis (33.5%). The mean SLEDAI score at entry was 4 and 32.6% were in moderate to severely active disease. 66.4% and 37.8% of patients were positive for anti-ds-DNA antibody or low complement level. Additionally, 1.1% of patients were with pulmonary arterial hypertension (PAH). The prevalence rate of cerebrovascular disease was 0.3%. A total of 58.2% of patients were in clinical remission when thery were registered. Conclusions The CSTAR registry is the largest ongoing SLE registry in China so far. More than 25,000 SLE patients are registered and nearly 10,000 are in follow-up visits. This registry has provided high-quality data for future studies and will become an infrastructure for domestic and international collaborations.
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Affiliation(s)
- Mengtao Li
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China of Rheumatology, Peking Union Medical College Hospital, Beijing, China
| | - Yanhong Wang
- Department of Epidemiology and Biostatistics, Peking Union Medical College, Beijing, China
| | - Jiuliang Zhao
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China of Rheumatology, Peking Union Medical College Hospital, Beijing, China
| | - Qian Wang
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China of Rheumatology, Peking Union Medical College Hospital, Beijing, China
| | - Ziqian Wang
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China of Rheumatology, Peking Union Medical College Hospital, Beijing, China
| | - Xinping Tian
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China of Rheumatology, Peking Union Medical College Hospital, Beijing, China
| | - Xiaofeng Zeng
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Chinese Rheumatism Data Center (CRDC), Chinese SLE Treatment and Research Group (CSTAR), Beijing, China of Rheumatology, Peking Union Medical College Hospital, Beijing, China
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Caster DJ, Korte EA, Merchant ML, Klein JB, Barati MT, Joglekar A, Wilkey DW, Coventry S, Hata J, Rovin BH, Harley JB, Namjou-Khales B, McLeish KR, Powell DW. Patients with Proliferative Lupus Nephritis Have Autoantibodies That React to Moesin and Demonstrate Increased Glomerular Moesin Expression. J Clin Med 2021; 10:jcm10040793. [PMID: 33669337 PMCID: PMC7920286 DOI: 10.3390/jcm10040793] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 01/28/2021] [Accepted: 02/08/2021] [Indexed: 02/06/2023] Open
Abstract
Kidney involvement in systemic lupus erythematosus (SLE)—termed lupus nephritis (LN)—is a severe manifestation of SLE that can lead to end-stage kidney disease (ESKD). LN is characterized by immune complex deposition and inflammation in the glomerulus. We tested the hypothesis that autoantibodies targeting podocyte and glomerular cell proteins contribute to the development of immune complex formation in LN. We used Western blotting with SLE sera from patients with and without LN to identify target antigens in human glomerular and cultured human-derived podocyte membrane proteins. Using liquid chromatography-tandem mass spectrometry (LC-MS/MS), we identified the proteins in the gel regions corresponding to reactive bands observed with sera from LN patients. We identified 102 proteins that were present in both the podocyte and glomerular samples. We identified 10 high-probability candidates, including moesin, using bioinformatic analysis. Confirmation of moesin as a target antigen was conducted using immunohistochemical analysis (IHC) of kidney biopsy tissue and enzyme-linked immunosorbent assay (ELISA) to detect circulating antibodies. By IHC, biopsies from patients with proliferative lupus nephritis (PLN, class III/IV) demonstrated significantly increased glomerular expression of moesin (p < 0.01). By ELISA, patients with proliferative LN demonstrated significantly increased antibodies against moesin (p < 0.01). This suggests that moesin is a target glomerular antigen in lupus nephritis.
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Affiliation(s)
- Dawn J. Caster
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
- Correspondence: ; Tel.: +1-502-852-5757
| | - Erik A. Korte
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
| | - Michael L. Merchant
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
| | - Jon B. Klein
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
- Robley Rex Veterans Affairs Medical Center, Louisville, KY 40206, USA
| | - Michelle T. Barati
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
| | - Ami Joglekar
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
| | - Daniel W. Wilkey
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
| | - Susan Coventry
- Pathology Department, Norton Children’s Hospital, Louisville, KY 40202, USA; (S.C.); (J.H.)
| | - Jessica Hata
- Pathology Department, Norton Children’s Hospital, Louisville, KY 40202, USA; (S.C.); (J.H.)
| | - Brad H. Rovin
- Department of Medicine, The Ohio State University, Columbus, OH 43210, USA;
| | - John B. Harley
- Center for Autoimmune Genomics and Etiology, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, College of Medicine, University of Cincinnati, Cincinnati, OH 45267, USA; (J.B.H.); (B.N.-K.)
- US Department of Veterans Affairs Medical Center, Cincinnati, OH 45220, USA
| | - Bahram Namjou-Khales
- Center for Autoimmune Genomics and Etiology, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, College of Medicine, University of Cincinnati, Cincinnati, OH 45267, USA; (J.B.H.); (B.N.-K.)
| | - Kenneth R. McLeish
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
| | - David W. Powell
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY 40202, USA; (E.A.K.); (M.L.M.); (J.B.K.); (M.T.B.); (A.J.); (D.W.W.); (K.R.M.); (D.W.P.)
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19
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Tsaliki M, Koelsch KA, Chambers A, Talsania M, Scofield RH, Chakravarty EF. Ovarian antibodies among SLE women with premature menopause after cyclophosphamide. Int J Rheum Dis 2020; 24:120-124. [PMID: 33300669 DOI: 10.1111/1756-185x.14022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 09/21/2020] [Accepted: 10/17/2020] [Indexed: 01/28/2023]
Abstract
BACKGROUND Women with systemic lupus erythematosus (SLE) are at risk of premature ovarian failure when treated with cyclophosphamide. This risk is increased when autoimmune thyroid disease is present. We undertook this study to determine whether the presence of ovarian autoimmunity also increased the risk of early ovarian failure among women receiving cyclophosphamide. METHODS We examined the records of women enrolled in the Lupus Family Registry and Repository, a cross-sectional study of ~3300 SLE subjects, for treatment with cyclophosphamide as well as menopausal status. We defined premature menopause as permanent, spontaneous cessation of menstruation before age 45. We measured anti-ovarian antibodies by enzyme-linked immunosorbent assay using stored sera. RESULTS There were 258 women treated with cyclophosphamide in whom presence of absence or premature menopause could by defined. A total of 169 (65.6%) had premature ovarian failure, while 89 (34.6%) did not. While anti-ovarian antibodies were present in a small percentage of patients, there was no association of premature menopause to either level of these antibodies (16.2 ± 20.3 units vs 17.4 ± 21.7 units, P = NS by Fisher's exact test), or positivity on this testing (11 of 169 [6.5%] positive vs 8 of 89 [8.9%], χ2 = 0.53, P = .46, 95% CI 0.95-1.1). Neither renal disease nor hypothyroidism increased the risk of premature ovarian failure in these women receiving cyclophosphamide. CONCLUSION Anti-ovarian antibodies among women with SLE are not associated with premature ovarian failure after treatment with cyclophosphamide.
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Affiliation(s)
- Martha Tsaliki
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.,Department of Medicine and Pathology, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.,Oklahoma City US Department of Veterans Affairs Medical Center, Oklahoma City, OK, USA
| | - Kristi A Koelsch
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.,Department of Medicine and Pathology, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.,Oklahoma City US Department of Veterans Affairs Medical Center, Oklahoma City, OK, USA
| | - Ambre Chambers
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.,Department of Medicine and Pathology, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.,Oklahoma City US Department of Veterans Affairs Medical Center, Oklahoma City, OK, USA
| | - Mitali Talsania
- Section of Endocrinology, Department of Medicine, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - R Hal Scofield
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.,Department of Medicine and Pathology, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.,Oklahoma City US Department of Veterans Affairs Medical Center, Oklahoma City, OK, USA
| | - Eliza F Chakravarty
- Arthritis & Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.,Department of Medicine and Pathology, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
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20
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Zhang Z, Wang W, Zhou M, Lu PYJ, Li Y, Chen Y. An Observational Study of Sex Differences in Takayasu Arteritis in China: Implications for Worldwide Regional Differences. Ann Vasc Surg 2020; 66:309-317. [DOI: 10.1016/j.avsg.2019.12.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 12/02/2019] [Accepted: 12/05/2019] [Indexed: 11/28/2022]
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21
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Guthridge CJ, Gross T, Quintero M, Kheir JM, Levin J, Bourn RL, Khan S, Peercy M, Saunkeah B, Guthridge JM, James JA. Expanded Autoantibody Profiles for Subsetting of Native American, African American, and European American Patients With Systemic Lupus Erythematosus. ACR Open Rheumatol 2020; 2:415-423. [PMID: 32567819 PMCID: PMC7368137 DOI: 10.1002/acr2.11149] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 04/20/2020] [Indexed: 11/11/2022] Open
Abstract
Objective Many Native American (NA) patients with systemic lupus erythematosus (SLE) do not exhibit the classical SLE autoantibody profiles of European American (EA) and African American (AA) patients with SLE. The poorer SLE disease outcomes noted in NA patients highlights a need for more equitable diagnostic and prognostic tools for NA patients with SLE. The objective was to identify informative autoantibody profiles for NA, AA, and EA patients with SLE using an expanded set of autoantigens. Methods Sera from 49 NA, 49 AA, and 49 EA age‐, sex‐, and antinuclear autoantibody titer–matched patients with SLE who met the American College of Rheumatology classification criteria and 10 ethnicity‐, sex‐, and age‐matched controls were tested for autoantibody reactivity by autoantigen microarrays. Autoantibodies that were significantly elevated in patients with SLE compared with ethnicity‐specific controls were selected for hierarchical clustering. Differences in clinical criteria between patient clusters were determined by Fisher's exact test and corrected for multiple comparisons. Results NA, AA, and EA patients with SLE each had a cluster distinguished by higher levels of anti‐Ro52 and another cluster distinguished by nucleic acid–specific autoantibodies. Additional clusters were distinguished in NA patients by elevated extracellular matrix autoantibodies and were distinguished in AA patients by elevated Sm/RNP autoantibody and elevated nucleolin/histone autoantibody. Two EA patient clusters with similar nucleic acid– and Ro52‐specific autoantibodies were distinguished by either high or low histone 2A reactivity. Renal manifestations trended higher in the NA Ro52 cluster and were significantly enriched in the AA nucleolin/histone cluster. The AA nucleolin/histone cluster and EA H2A cluster had higher disease activity. Conclusion Expanded autoantibody profiles can identify informative subsets of patients with SLE.
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Affiliation(s)
| | | | | | | | - Jeremy Levin
- Oklahoma Medical Research Foundation, Oklahoma City
| | | | | | | | | | - Joel M Guthridge
- Oklahoma Medical Research Foundation and University of Oklahoma Health Sciences Center, Oklahoma City
| | - Judith A James
- Oklahoma Medical Research Foundation and University of Oklahoma Health Sciences Center, Oklahoma City
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22
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Pasula S, Tessneer KL, Fu Y, Gopalakrishnan J, Pelikan RC, Kelly JA, Wiley GB, Wiley MM, Gaffney PM. Role of Systemic Lupus Erythematosus Risk Variants With Opposing Functional Effects as a Driver of Hypomorphic Expression of TNIP1 and Other Genes Within a Three-Dimensional Chromatin Network. Arthritis Rheumatol 2020; 72:780-790. [PMID: 31804013 PMCID: PMC7188567 DOI: 10.1002/art.41188] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 12/03/2019] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Genetic variants in the region of tumor necrosis factor-induced protein 3-interacting protein 1 (TNIP1) are associated with autoimmune disease and reduced TNIP1 gene expression. The aim of this study was to define the functional genetic mechanisms driving TNIP1 hypomorphic expression imparted by the systemic lupus erythematosus-associated TNIP1 H1 risk haplotype. METHODS Dual luciferase expression and electrophoretic mobility shift assays were used to evaluate the allelic effects of 11 risk variants on enhancer function and nuclear protein binding in immune cell line models (Epstein-Barr virus [EBV]-transformed human B cells, Jurkat cells, and THP-1 cells), left in a resting state or stimulated with phorbol 12-myristate 13-acetate/ionomycin. HiChIP was used to define the regulatory 3-dimensional (3-D) chromatin network of the TNIP1 haplotype by detecting in situ long-range DNA contacts associated with H3K27ac-marked chromatin in EBV B cells. Then, quantitative reverse transcription-polymerase chain reaction (qRT-PCR) was used to determine the expression of genes within the 3-D chromatin network. RESULTS Bioinformatics analyses of 50 single-nucleotide polymorphisms on the TNIP1 H1 risk haplotype identified 11 non-protein-coding variants with a high likelihood of influencing TNIP1 gene expression. Eight variants in EBV B cells, 5 in THP-1 cells, and 2 in Jurkat cells exhibited various allelic effects on enhancer activation, resulting in a cumulative suppressive effect on TNIP1 expression (net effect of risk variants -7.14 fold, -6.80 fold, and -2.44 fold, respectively; n > 3). Specifically, in EBV B cells, only 2 variants (rs10057690 and rs13180950) exhibited allele-specific loss of both enhancer activity and nuclear protein binding (each P < 0.01 relative to nonrisk alleles). In contrast, the rs10036748 risk allele reduced binding affinities of the transcriptional repressors basic helix-loop-helix family member 40/differentially expressed in chondrocytes 1 (bHLHe40/DEC1) (P < 0.05 relative to nonrisk alleles) and CREB-1 (P not significant) in EBV B cells, resulting in a gain of enhancer activity (P < 0.05). HiChIP and qRT-PCR analyses revealed that overall transcriptional repression of the TNIP1 haplotype extended to the neighboring genes DCTN4 and GMA2, both of which also showed decreased expression in the presence of the TNIP1 risk haplotype (P < 0.001 and P < 0.01, respectively, relative to the nonrisk haplotype); notably, it was found that these genes share a 3-D chromatin network. CONCLUSION Hypomorphic TNIP1 expression results from the combined concordant and opposing effects of multiple risk variants carried on the TNIP1 risk haplotype, with the strongest regulatory effect in B lymphoid lineage cells. Furthermore, the TNIP1 risk haplotype effect extends to neighboring genes within a shared chromatin network.
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Affiliation(s)
- Satish Pasula
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Kandice L. Tessneer
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Yao Fu
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Jaanam Gopalakrishnan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Richard C. Pelikan
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Jennifer A. Kelly
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Graham B. Wiley
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Mandi M. Wiley
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Patrick M. Gaffney
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
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23
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Barbosa FB, Sinicato NA, Julio PR, Londe AC, Marini R, Gil-da-Silva-Lopes VL, Appenzeller S. Trisomy X in a patient with childhood-onset systemic lupus erythematosus. J Transl Autoimmun 2020; 3:100043. [PMID: 32743524 PMCID: PMC7388342 DOI: 10.1016/j.jtauto.2020.100043] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 02/21/2020] [Indexed: 12/11/2022] Open
Abstract
Childhood-onset systemic lupus erythematosus (cSLE) is a rare, chronic and systemic autoimmune disease generally with a more severe clinical phenotype than the adult-onset SLE. In both conditions, it is known that females are predominantly affected; therefore, the possible overlap of SLE and sex chromosomal abnormalities has attracted attention. Our case report describe the clinical manifestations and immunological profile of a Brazilian female with cSLE and trisomy X. The 22 year-old patient, diagnosed with cSLE at age of 11, present some features related to 47, XXX, such as difficulties at school and communication, although this was not enough to investigate for chromosome abnormalities. Cytoscan HD array screening allowed the comprehensive diagnosis for this patient. We also characterized her ancestral composition, showing that she has 6.2% higher African component than the mean from health subjects from the same geographical area. This report reinforces the role of the X chromosome dose effect for sex bias in SLE, as well as the importance of African ancestry composition in cLES. It also throws lights upon the application of high-throughput molecular analysis in a large scale cohort can be useful to detect the impact of the genomic findings for more accurate epidemiological data.
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Affiliation(s)
- Fernanda B. Barbosa
- Laboratory of Recognition Biology, Center of Biosciences and Biotechnology, State University of North Fluminense (UENF), Campos Dos Goytacazes, RJ, Brazil
| | - Nailu Angelica Sinicato
- Graduate Program of Child and Adolescent Health, School of Medical Science, University of Campinas, Brazil
- Laboratory of Autoimmune Disease, School of Medical Science, University of Campinas, Brazil
| | - Paulo Rogério Julio
- Graduate Program of Child and Adolescent Health, School of Medical Science, University of Campinas, Brazil
- Laboratory of Autoimmune Disease, School of Medical Science, University of Campinas, Brazil
| | - Ana Carolina Londe
- Graduate Program of Child and Adolescent Health, School of Medical Science, University of Campinas, Brazil
- Laboratory of Autoimmune Disease, School of Medical Science, University of Campinas, Brazil
| | - Roberto Marini
- Department of Pediatrics, School of Medical Science, University of Campinas, Brazil
| | - Vera L. Gil-da-Silva-Lopes
- Department of Medical Genetics and Genomic Medicine, School of Medical Sciences, University of Campinas, Brazil
| | - Simone Appenzeller
- Laboratory of Autoimmune Disease, School of Medical Science, University of Campinas, Brazil
- Department of Medicine, Rheumatology Unit, School of Medical Sciences, UNICAMP, Campinas, SP, Brazil
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24
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Harris VM, Koelsch KA, Kurien BT, Harley ITW, Wren JD, Harley JB, Scofield RH. Characterization of cxorf21 Provides Molecular Insight Into Female-Bias Immune Response in SLE Pathogenesis. Front Immunol 2019; 10:2160. [PMID: 31695690 PMCID: PMC6816314 DOI: 10.3389/fimmu.2019.02160] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 08/28/2019] [Indexed: 12/30/2022] Open
Abstract
Background: Ninety percent of systemic lupus erythematosus (SLE) patients are women. X chromosome-dosage increases susceptibility to SLE and primary Sjögren's syndrome (pSS). Chromosome X open reading frame 21 (CXorf21) escapes X-inactivation and is an SLE risk gene of previously unknown function. We undertook the present study to delineate the function of CXorf21 in the immune system as well as investigate a potential role in the sex bias of SLE and pSS. Methods: Western blot protein analysis, qPCR, BioPlex cytokine immunoassay, pHrodo™ assays, as well as in vitro CRISPR-Cas9 knockdown experiments were employed to delineate the role of CXorf21 in relevant immunocytes. Results: Expressed in monocytes and B cells, CXorf21 basal Mrna, and protein expression levels are elevated in female primary monocytes, B cells, and EBV-transformed B cells compared to male cells. We also found CXorf21 mRNA and protein expression is higher in both male and female cells from SLE patients compared to control subjects. TLR7 ligation increased CXorf21 protein expression and CXorf21 knockdown abrogated TLR7-driven increased IFNA1 mRNA expression, and reduced secretion of both TNF-alpha and IL-6 in healthy female monocytes. Similarly, we found increased pH in the lysosomes of CXorf21-deficient female monocytes. Conclusion: CXorf21 is more highly expressed in female compared to male cells and is involved in a sexually dimorphic response to TLR7 activation. In addition, CXorf21 expression regulates lysosomal pH in a sexually dimorphic manner. Thus, sexually dimorphic expression of CXorf21 skews cellular immune responses in manner consistent with expected properties of a mediator of the X chromosome dose risk in SLE and pSS.
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Affiliation(s)
- Valerie M Harris
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States.,Departments of Pathology and Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Kristi A Koelsch
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States.,Departments of Pathology and Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Biji T Kurien
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - Isaac T W Harley
- Division of Rheumatology, School of Medicine, University of Colorado, Aurora, CO, United States.,Department of Immunology and Microbiology, School of Medicine, University of Colorado, Aurora, CO, United States
| | - Jonathan D Wren
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States
| | - John B Harley
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States.,United States Department of Veterans Affairs Medical Center, Cincinnati, OH, United States
| | - R Hal Scofield
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States.,Departments of Pathology and Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States.,Medical and Research Services, Oklahoma City Department of Veterans Affairs Health Care Center, Oklahoma City, OK, United States
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25
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Jog NR, Young KA, Munroe ME, Harmon MT, Guthridge JM, Kelly JA, Kamen DL, Gilkeson GS, Weisman MH, Karp DR, Gaffney PM, Harley JB, Wallace DJ, Norris JM, James JA. Association of Epstein-Barr virus serological reactivation with transitioning to systemic lupus erythematosus in at-risk individuals. Ann Rheum Dis 2019; 78:1235-1241. [PMID: 31217170 PMCID: PMC6692217 DOI: 10.1136/annrheumdis-2019-215361] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Revised: 05/06/2019] [Accepted: 05/17/2019] [Indexed: 12/24/2022]
Abstract
Objective. Systemic lupus erythematosus (SLE) is a systemic autoimmune disease with unknown etiology. Epstein-Barr virus (EBV) is an environmental factor associated with SLE. EBV maintains latency in B cells with frequent reactivation measured by antibodies against viral capsid antigen (VCA) and early antigen (EA). In this study, we determined whether EBV reactivation and single nucleotide polymorphisms (SNPs) in EBV-associated host genes are associated with SLE transition. Methods. SLE patient relatives (n=436) who did not have SLE at baseline were re-contacted after 6.3 (±3.9) years and evaluated for interim transitioning to SLE (≥4 cumulative ACR criteria); 56 (13%) transitioned to SLE prior to the follow-up visit. At both visits, detailed demographic, environmental, clinical information, and blood samples were obtained. Antibodies against viral antigens were measured by ELISA. SNPs in IL10, CR2, TNFAIP3, and CD40 genes were typed by ImmunoChip™. Generalized estimating equations were used to test associations between viral antibody levels and transitioning to SLE. Results. Mean baseline VCA IgG (4.879±1.797 vs 3.866±1.795, p=0.0003) and EA IgG (1.192±1.113 vs 0.7774±0.8484, p=0.0236) levels were higher in transitioned compared to autoantibody negative non-transition relatives. Increased VCA IgG and EA IgG were associated with transitioning to SLE (OR 1.28 95%CI 1.07–1.53 p=0.007, OR 1.43 95%CI 1.06–1.93 p=0.02, respectively). Significant interactions were observed between CD40 variant rs48100485 and VCA IgG levels, and IL10 variant rs3024493 and VCA IgA levels in transitioning to SLE. Conclusion. Heightened serologic reactivation of EBV increases the probability of transitioning to SLE in unaffected SLE relatives.
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Affiliation(s)
- Neelakshi R Jog
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Kendra A Young
- Department of Epidemiology, University of Colorado Anschutz Medical Campus, Colorado School of Public Health, Aurora, Colorado, USA
| | - Melissa E Munroe
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Michael T Harmon
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Joel M Guthridge
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Jennifer A Kelly
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Diane L Kamen
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Gary S Gilkeson
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Michael H Weisman
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - David R Karp
- Division of Rheumatic Diseases, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Patrick M Gaffney
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - John B Harley
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- US Department of Veterans Affairs Medical Center, Cincinnati, OH, United States
| | - Daniel J Wallace
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Jill M Norris
- Department of Epidemiology, University of Colorado Anschutz Medical Campus, Colorado School of Public Health, Aurora, Colorado, USA
| | - Judith A James
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
- Departments of Medicine and Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
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26
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Harris VM, Harley ITW, Kurien BT, Koelsch KA, Scofield RH. Lysosomal pH Is Regulated in a Sex Dependent Manner in Immune Cells Expressing CXorf21. Front Immunol 2019; 10:578. [PMID: 31001245 PMCID: PMC6454867 DOI: 10.3389/fimmu.2019.00578] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 03/04/2019] [Indexed: 11/24/2022] Open
Abstract
Background:CXorf21 and SLC15a4 both contain risk alleles for systemic lupus erythematosus (SLE) and Sjögren's syndrome (pSS). The former escapes X inactivation. Our group predicts specific endolysosomal-dependent immune responses are driven by the protein products of these genes, which form a complex at the endolysosomal surface. Our previous studies have shown that knocking out CXorf21 increases lysosomal pH in female monocytes, and the present study assesses whether the lysosomal pH in 46,XX women, who overexpress CXorf21 in monocytes, B cells, and dendritic cells (DCs), differs from 46,XY men. Methods: To determine endolysosome compartment pH we used both LysoSensor™ Yellow/Blue DND-160 and pHrodo® Red AM Intracellular pH Indicator in primary monocyte, B cells, DCs, NK cells, and T cells from healthy men and women volunteers. Results: Compared to male samples, female monocytes, B cells, and DCs had lower endolysosomal pH (female/male pH value: monocytes 4.9/5.6 p < 0.0001; DCs 4.9/5.7 p = 0.044; B cells 5.0/5.6 p < 0.05). Interestingly, T cells and NK cells, which both express low levels of CXorf21, showed no differential pH levels between men and women. Conclusion: We have previously shown that subjects with two or more X-chromosomes have increased CXorf21 expression in specific primary immune cells. Moreover, knockdown of CXorf21 increases lysosomal pH in female monocytes. The present data show that female monocytes, DC, B cells, where CXorf21 is robustly expressed, have lower lysosomal pH compared to the same immune cell populations from males. The lower pH levels observed in specific female immune cells provide a function to these SLE/SS-associated genes and a mechanism for the reported inflated endolysosomal-dependent immune response observed in women compared to men (i.e., TLR7/type I Interferon activity).
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Affiliation(s)
- Valerie M Harris
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States.,Department of Pathology, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States.,Department of Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States.,Research Service, Oklahoma City Department of Veterans Affairs Health Care Center, Oklahoma City, OK, United States
| | - Isaac T W Harley
- Division of Rheumatology, University of Colorado School of Medicine, Aurora, CO, United States.,Department of Immunology & Microbiology, University of Colorado School of Medicine, Aurora, CO, United States
| | - Biji T Kurien
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States.,Department of Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States.,Research Service, Oklahoma City Department of Veterans Affairs Health Care Center, Oklahoma City, OK, United States
| | - Kristi A Koelsch
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States.,Department of Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States.,Research Service, Oklahoma City Department of Veterans Affairs Health Care Center, Oklahoma City, OK, United States
| | - Robert Hal Scofield
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States.,Department of Pathology, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States.,Department of Medicine, College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States.,Research Service, Oklahoma City Department of Veterans Affairs Health Care Center, Oklahoma City, OK, United States.,Medical Service, Oklahoma City Department of Veterans Affairs Health Care Center, Oklahoma City, OK, United States
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27
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James JA, Chen H, Young KA, Bemis EA, Seifert J, Bourn RL, Deane KD, Demoruelle MK, Feser M, O'Dell JR, Weisman MH, Keating RM, Gaffney PM, Kelly JA, Langefeld CD, Harley JB, Robinson W, Hafler DA, O'Connor KC, Buckner J, Guthridge JM, Norris JM, Holers VM. Latent autoimmunity across disease-specific boundaries in at-risk first-degree relatives of SLE and RA patients. EBioMedicine 2019; 42:76-85. [PMID: 30952617 PMCID: PMC6491794 DOI: 10.1016/j.ebiom.2019.03.063] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 03/15/2019] [Accepted: 03/21/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Autoimmune disease prevention requires tools to assess an individual's risk of developing a specific disease. One tool is disease-associated autoantibodies, which accumulate in an asymptomatic preclinical period. However, patients sometimes exhibit autoantibodies associated with a different disease classification. When and how these alternative autoantibodies first appear remain unknown. This cross-sectional study characterizes alternative autoimmunity, and associated genetic and environmental factors, in unaffected first-degree relatives (FDRs) of patients, who exhibit increased future risk for the same disease. METHODS Samples (n = 1321) from disease-specific autoantibody-positive (aAb+) systemic lupus erythematosus (SLE), rheumatoid arthritis (RA), and type 1 diabetes (T1D) patients; and unaffected aAb+ and autoantibody-negative (aAb-) SLE and RA FDRs were tested for SLE, RA, and T1D aAbs, as well as anti-tissue transglutaminase, anti-cardiolipin and anti-thyroperoxidase. FDR SLE and RA genetic risk scores (GRS) were calculated. FINDINGS Alternative autoimmunity occurred in SLE patients (56%) and FDRs (57·4%), RA patients (32·6%) and FDRs (34·8%), and T1D patients (43%). Expanded autoimmunity, defined as autoantibodies spanning at least two other diseases, occurred in 18·5% of SLE patients, 16·4% of SLE FDRs, 7·8% of RA patients, 5·3% of RA FDRs, and 10·8% of T1D patients. SLE FDRs were more likely to have alternative (odds ratio [OR] 2·44) and expanded (OR 3·27) autoimmunity than RA FDRs. Alternative and expanded autoimmunity were associated with several environmental exposures. Alternative autoimmunity was associated with a higher RA GRS in RA FDRs (OR 1·41), and a higher SLE GRS in aAb+ RA FDRs (OR 1·87), but not in SLE FDRs. INTERPRETATION Autoimmunity commonly crosses disease-specific boundaries in systemic (RA, SLE) and organ-specific (T1D) autoimmune diseases. Alternative autoimmunity is more common in SLE FDRs than RA FDRs, and is influenced by genetic and environmental factors. These findings have substantial implications for preclinical disease pathogenesis and autoimmune disease prevention studies. FUND: NIH U01AI101981, R01AR051394, U19AI082714, P30AR053483, P30GM103510, U54GM104938, U01AI101934, R01AI024717, U01AI130830, I01BX001834, & U01HG008666.
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Affiliation(s)
- Judith A James
- Oklahoma Medical Research Foundation, Oklahoma City, OK, USA; University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
| | - Hua Chen
- Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | | | | | | | - Rebecka L Bourn
- Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | | | | | | | | | | | | | | | | | | | - John B Harley
- Cincinnati Children's Hospital Medical Center, The University of Cincinnati College of Medicine, and Cincinnati US Department of Veterans Affairs VA Medical Center, Cincinnati, OH, USA
| | | | | | | | - Jane Buckner
- Benaroya Research Institute at Virginia Mason, Seattle, Washington, USA
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28
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Young KA, Munroe ME, Guthridge JM, Kamen DL, Gilkensen GS, Harley JB, Weisman MH, Karp DR, Wallace DJ, James JA, Norris JM. Screening characteristics for enrichment of individuals at higher risk for transitioning to classified SLE. Lupus 2019; 28:597-606. [PMID: 30845880 DOI: 10.1177/0961203319834675] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Further prospective study is needed to elucidate the etiology and natural history of systemic lupus erythematosus development. The clinical complexity of this heterogeneous disease makes study design challenging. Our objective was to ascertain useful screening factors for identifying at-risk individuals for follow-up rheumatologic assessment or inclusion in prospective studies. METHODS We attempted to re-contact 3823 subjects with a family history of systemic lupus erythematosus, who did not meet American College of Rheumatology systemic lupus erythematosus classification at a baseline study visit; 436 agreed to follow-up participation an average of 6.3 years after baseline. In total, 56 of these individuals had transitioned to classified systemic lupus erythematosus (≥ 4 cumulative American College of Rheumatology criteria, verified by medical record review) by the time of follow up. Generalized estimating equations assessed associations between our dichotomous outcome of transitioning to systemic lupus erythematosus with baseline characteristics, including ANA positivity, Connective Tissue Disease Screening questionnaire systemic lupus erythematosus score, and number of American College of Rheumatology criteria. We analyzed predictive accuracy of characteristics on transitioning. RESULTS ANA positivity, Connective Tissue Disease Screening questionnaire systemic lupus erythematosus score categorization of possible or probable systemic lupus erythematosus, and greater number of American College of Rheumatology criteria at baseline were each associated with transitioning to systemic lupus erythematosus classification. Being ANA positive and having confirmed immunologic criteria at baseline had the highest positive predictive value and specificity for transitioning to systemic lupus erythematosus. American College of Rheumatology Connective Tissue Disease Screening questionnaire systemic lupus erythematosus score categorization of possible or probable systemic lupus erythematosus had a better positive predictive value, negative predictive value, sensitivity, and specificity than ANA positivity. CONCLUSION Given limited resources, identifying individuals for follow up based on the systemic lupus erythematosus portion of the Connective Tissue Disease Screening questionnaire could be an efficient way to identify family members at highest risk of disease transition.
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Affiliation(s)
- K A Young
- 1 Department of Epidemiology, Colorado School of Public Health, Aurora, United States of America
| | - M E Munroe
- 2 Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, United States of America
| | - J M Guthridge
- 2 Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, United States of America
| | - D L Kamen
- 3 Division of Rheumatology, Medical University of South Carolina, Charleston, United States of America
| | - G S Gilkensen
- 3 Division of Rheumatology, Medical University of South Carolina, Charleston, United States of America
| | - J B Harley
- 4 Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, Cincinnati, United States of America.,5 US Department of Veterans Affairs Medical Center, Cincinnati, United States of America
| | - M H Weisman
- 6 Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, United States of America
| | - D R Karp
- 7 Division of Rheumatic Diseases, University of Texas Southwestern, Dallas, United States of America
| | - D J Wallace
- 6 Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, United States of America
| | - J A James
- 2 Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, United States of America.,8 Departments of Medicine and Pathology, Oklahoma University Health Sciences Center, Oklahoma City, United States of America
| | - J M Norris
- 1 Department of Epidemiology, Colorado School of Public Health, Aurora, United States of America
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29
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Stathopoulos P, Chastre A, Waters P, Irani S, Fichtner ML, Benotti ES, Guthridge JM, Seifert J, Nowak RJ, Buckner JH, Holers VM, James JA, Hafler DA, O'Connor KC. Autoantibodies against Neurologic Antigens in Nonneurologic Autoimmunity. THE JOURNAL OF IMMUNOLOGY 2019; 202:2210-2219. [PMID: 30824481 PMCID: PMC6452031 DOI: 10.4049/jimmunol.1801295] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 02/01/2019] [Indexed: 12/19/2022]
Abstract
The aim of this study was to test whether autoantibodies against neurologic surface Ags are found in nonneurologic autoimmune diseases, indicating a broader loss of tolerance. Patient and matched healthy donor (HD) sera were derived from four large cohorts: 1) rheumatoid arthritis (RA) (n = 194, HD n = 64), 2) type 1 diabetes (T1D) (n = 200, HD n = 200), 3) systemic lupus erythematosus (SLE) (n = 200, HD n = 67; neuro-SLE n = 49, HD n = 33), and 4) a control cohort of neurologic autoimmunity (relapsing-remitting multiple sclerosis [MS] n = 110, HD n = 110; primary progressive MS n = 9; secondary progressive MS n = 10; neuromyelitis optica spectrum disorders n = 15; and other neurologic disorders n = 26). Screening of 1287 unique serum samples against four neurologic surface Ags (myelin oligodendrocyte glycoprotein, aquaporin 4, acetylcholine receptor, and muscle-specific kinase) was performed with live cell–based immunofluorescence assays using flow cytometry. Positive samples identified in the screening were further validated using autoantibody titer quantification by serial dilutions or radioimmunoassay. Autoantibodies against neurologic surface Ags were not observed in RA and T1D patients, whereas SLE patients harbored such autoantibodies in rare cases (2/200, 1%). Within the CNS autoimmunity control cohort, autoantibodies against aquaporin 4 and high-titer Abs against myelin oligodendrocyte glycoprotein were, as expected, specific for neuromyelitis optica spectrum disorders. We conclude that neurologic autoantibodies do not cross disease barriers in RA and T1D. The finding of mildly increased neurologic autoantibodies in SLE may be consistent with a broader loss of B cell tolerance in this form of systemic autoimmunity.
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Affiliation(s)
- Panos Stathopoulos
- Department of Neurology, Yale School of Medicine, New Haven, CT 06511.,Department of Immunobiology, Yale School of Medicine, New Haven, CT 06511
| | - Anne Chastre
- Department of Neurology, Yale School of Medicine, New Haven, CT 06511.,Department of Immunobiology, Yale School of Medicine, New Haven, CT 06511
| | - Patrick Waters
- Oxford Autoimmune Neurology Group, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX1 2JD, United Kingdom
| | - Sarosh Irani
- Oxford Autoimmune Neurology Group, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX1 2JD, United Kingdom
| | - Miriam L Fichtner
- Department of Neurology, Yale School of Medicine, New Haven, CT 06511.,Department of Immunobiology, Yale School of Medicine, New Haven, CT 06511
| | - Erik S Benotti
- Department of Neurology, Yale School of Medicine, New Haven, CT 06511.,Department of Immunobiology, Yale School of Medicine, New Haven, CT 06511
| | - Joel M Guthridge
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104.,Oklahoma Clinical and Translational Science Institute, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104
| | - Jennifer Seifert
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO 80045; and
| | - Richard J Nowak
- Department of Neurology, Yale School of Medicine, New Haven, CT 06511
| | - Jane H Buckner
- Translational Research Program, Benaroya Research Institute at Virginia Mason, Seattle, WA 98101
| | - V Michael Holers
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO 80045; and
| | - Judith A James
- Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104.,Oklahoma Clinical and Translational Science Institute, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104
| | - David A Hafler
- Department of Neurology, Yale School of Medicine, New Haven, CT 06511; .,Department of Immunobiology, Yale School of Medicine, New Haven, CT 06511
| | - Kevin C O'Connor
- Department of Neurology, Yale School of Medicine, New Haven, CT 06511; .,Department of Immunobiology, Yale School of Medicine, New Haven, CT 06511
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30
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Enhancer histone-QTLs are enriched on autoimmune risk haplotypes and influence gene expression within chromatin networks. Nat Commun 2018; 9:2905. [PMID: 30046115 PMCID: PMC6060153 DOI: 10.1038/s41467-018-05328-9] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 07/02/2018] [Indexed: 01/23/2023] Open
Abstract
Genetic variants can confer risk to complex genetic diseases by modulating gene expression through changes to the epigenome. To assess the degree to which genetic variants influence epigenome activity, we integrate epigenetic and genotypic data from lupus patient lymphoblastoid cell lines to identify variants that induce allelic imbalance in the magnitude of histone post-translational modifications, referred to herein as histone quantitative trait loci (hQTLs). We demonstrate that enhancer hQTLs are enriched on autoimmune disease risk haplotypes and disproportionately influence gene expression variability compared with non-hQTL variants in strong linkage disequilibrium. We show that the epigenome regulates HLA class II genes differently in individuals who carry HLA-DR3 or HLA-DR15 haplotypes, resulting in differential 3D chromatin conformation and gene expression. Finally, we identify significant expression QTL (eQTL) x hQTL interactions that reveal substructure within eQTL gene expression, suggesting potential implications for functional genomic studies that leverage eQTL data for subject selection and stratification. Disease risk variants can exert their influence on phenotypes by altering epigenome function. Here, Pelikan et al. show that variants inducing allelic imbalance in histone marks in lymphoblastoid cell lines from lupus patients are enriched in autoimmune disease haplotypes and influence gene expression.
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31
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Young KA, Munroe ME, Harley JB, Guthridge JM, Kamen DL, Gilkensen GS, Weisman MH, Karp DR, Wallace DJ, James JA, Norris JM. Less than 7 hours of sleep per night is associated with transitioning to systemic lupus erythematosus. Lupus 2018; 27:1524-1531. [PMID: 29804502 DOI: 10.1177/0961203318778368] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Background The role of sleep in the etiology of systemic lupus erythematosus (SLE) has not been well studied. We examined whether sleep duration was associated with subsequent transitioning to SLE in individuals at risk for SLE. Methods Four hundred and thirty-six relatives of SLE patients who did not have SLE themselves at baseline were evaluated again an average of 6.3 (± 3.9) years later. Fifty-six individuals transitioned to SLE (≥ 4 cumulative American College of Rheumatology (ACR) criteria). Sleep duration, medication use and medical history were assessed by questionnaire; ACR criteria were confirmed by medical record review. Vitamin D was measured by ELISA. Generalized estimating equations, accounting for correlation within families, assessed associations between baseline sleep and the outcome of transitioning to SLE. Results Reporting sleeping less than 7 hours per night at baseline was more common in those who subsequently transitioned than those who did not transition to SLE (55% versus 32%, p = 0.0005; OR: 2.8, 95% CI 1.6-4.9). Those who transitioned to SLE were more likely to sleep less than 7 hours per night than those who did not transition to SLE adjusting for age, sex and race (OR: 2.8, 95% CI 1.6-5.1). This association remained after individual adjustment for conditions and early symptoms that could affect sleep, including prednisone use, vitamin D deficiency and number of ACR criteria (OR: 2.0, 95% CI 1.1-4.2). Conclusion Lack of sleep may be associated with transitioning to SLE, independent of early clinical manifestations of SLE that may influence sleep duration. Further evaluation of sleeping patterns and biomarkers in at-risk individuals is warranted.
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Affiliation(s)
- K A Young
- 1 Department of Epidemiology, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - M E Munroe
- 2 Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, USA
| | - J B Harley
- 3 Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, USA.,4 US Department of Veterans Affairs Medical Center, Cincinnati, USA
| | - J M Guthridge
- 2 Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, USA
| | - D L Kamen
- 5 Division of Rheumatology, Medical University of South Carolina, Charleston, USA
| | - G S Gilkensen
- 5 Division of Rheumatology, Medical University of South Carolina, Charleston, USA
| | - M H Weisman
- 6 Division of Rheumatology, Cedars Sinai Medical Center, Los Angeles, USA
| | - D R Karp
- 7 Division of Rheumatic Diseases, University of Texas Southwestern Dallas, USA
| | - D J Wallace
- 6 Division of Rheumatology, Cedars Sinai Medical Center, Los Angeles, USA
| | - J A James
- 2 Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, USA.,8 Departments of Medicine and Pathology, Oklahoma University Health Sciences Center, Oklahoma City, USA
| | - J M Norris
- 1 Department of Epidemiology, University of Colorado Anschutz Medical Campus, Aurora, USA
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Kheir JM, Guthridge CJ, Johnston JR, Adams LJ, Rasmussen A, Gross TF, Munroe ME, Bourn RL, Sivils KL, Guthridge JM, Weisman MH, Wallace DJ, Anaya JM, Rojas Villarraga A, Jarvis JN, Harley JB, James JA. Unique clinical characteristics, autoantibodies and medication use in Native American patients with systemic lupus erythematosus. Lupus Sci Med 2018. [PMID: 29531773 PMCID: PMC5844376 DOI: 10.1136/lupus-2017-000247] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Objective Systemic lupus erythematosus (SLE) is a systemic autoimmune disease with varied morbidity and mortality. We assessed clinical presentations, autoantibody specificities and therapeutic interventions in Native American (NA) patients with SLE. Methods Patients with SLE meeting 1997 American College of Rheumatology classification criteria (n=3148) were enrolled between 1992 and 2010 in the multiethnic, cross-sectional Lupus Family Registry and Repository. Clinical, demographic and therapeutic information were extracted from medical records using a standardised form and formalised training. Autoantibodies were assessed by indirect immunofluorescence (antinuclear antibodies (ANA) and antidouble-stranded DNA), precipitin (ENA) and ELISA (IgG and IgM anticardiolipins). Results NA patients met SLE classification at a younger age (29.89±12.3 years) than European Americans (EA; 32.02±12.87, P=0.0157) and a similar age to African-Americans (AAs) and Hispanics (HIS). More NA patients had concurrent rheumatic diseases or symptoms, such as Raynaud’s phenomenon, interstitial lung disease, Sjӧgren’s syndrome and systemic sclerosis. Compared with EAs, NAs were more likely to have high-titre ANA (≥1:3240; P<0.0001) and had more SLE-associated autoantibodies. Autoantibodies with unknown specificities were more common in NAs (41%) compared with other racial/ethnic groups in this collection (AA: 24%, P=0.0006; EA: 17%, P<0.0001; HIS: 23%, P=0.0050). Fewer NA patients used hydroxychloroquine (68%) compared with others (AA: 74%, P=0.0308; EA: 79%, P=0.0001, HIS: 77%, P=0.0173); this was influenced by lower hydroxychloroquine use in NA patients from Latin America (32%). NA patients had higher rates of methotrexate use (28%) compared with AA (18%, P=0.0006) and HIS patients (14%, P=0.0003), higher azathioprine use (38%) compared with EA patients (30%, P=0.0105) and higher mycophenolate mofetil use (26%) compared with EA (17%, P=0.0012) and HIS patients (11%, P<0.0001). Conclusions NA patients are diagnosed with SLE earlier in life and present worse concurrent rheumatic disease symptoms than EA patients. NA patients also are more likely to have expanded autoantibody profiles and precipitins of unknown specificities.
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Affiliation(s)
- Joseph M Kheir
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Carla J Guthridge
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Jonathon R Johnston
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA.,Oklahoma State University Health Sciences Center, Tulsa, Oklahoma, USA
| | - Lucas J Adams
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Astrid Rasmussen
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Timothy F Gross
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Melissa E Munroe
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Rebecka L Bourn
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Kathy L Sivils
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Joel M Guthridge
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Michael H Weisman
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Daniel J Wallace
- Division of Rheumatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Juan-Manuel Anaya
- Center for Autoimmune Diseases Research (CREA), School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | | | - James N Jarvis
- Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York, USA
| | - John B Harley
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,US Department of Veterans Affairs Medical Center, Cincinnati, Ohio, USA
| | - Judith A James
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA.,Department of Medicine and Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
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33
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Garbett NC, Brock GN, Chaires JB, Mekmaysy CS, DeLeeuw L, Sivils KL, Harley JB, Rovin BH, Kulasekera KB, Jarjour WN. Characterization and classification of lupus patients based on plasma thermograms. PLoS One 2017; 12:e0186398. [PMID: 29149219 PMCID: PMC5693473 DOI: 10.1371/journal.pone.0186398] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 09/29/2017] [Indexed: 11/22/2022] Open
Abstract
Objective Plasma thermograms (thermal stability profiles of blood plasma) are being utilized as a new diagnostic approach for clinical assessment. In this study, we investigated the ability of plasma thermograms to classify systemic lupus erythematosus (SLE) patients versus non SLE controls using a sample of 300 SLE and 300 control subjects from the Lupus Family Registry and Repository. Additionally, we evaluated the heterogeneity of thermograms along age, sex, ethnicity, concurrent health conditions and SLE diagnostic criteria. Methods Thermograms were visualized graphically for important differences between covariates and summarized using various measures. A modified linear discriminant analysis was used to segregate SLE versus control subjects on the basis of the thermograms. Classification accuracy was measured based on multiple training/test splits of the data and compared to classification based on SLE serological markers. Results Median sensitivity, specificity, and overall accuracy based on classification using plasma thermograms was 86%, 83%, and 84% compared to 78%, 95%, and 86% based on a combination of five antibody tests. Combining thermogram and serology information together improved sensitivity from 78% to 86% and overall accuracy from 86% to 89% relative to serology alone. Predictive accuracy of thermograms for distinguishing SLE and osteoarthritis / rheumatoid arthritis patients was comparable. Both gender and anemia significantly interacted with disease status for plasma thermograms (p<0.001), with greater separation between SLE and control thermograms for females relative to males and for patients with anemia relative to patients without anemia. Conclusion Plasma thermograms constitute an additional biomarker which may help improve diagnosis of SLE patients, particularly when coupled with standard diagnostic testing. Differences in thermograms according to patient sex, ethnicity, clinical and environmental factors are important considerations for application of thermograms in a clinical setting.
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Affiliation(s)
- Nichola C. Garbett
- James Graham Brown Cancer Center, Department of Medicine, University of Louisville, Louisville, KY, United States of America
- * E-mail:
| | - Guy N. Brock
- Department of Bioinformatics and Biostatistics, School of Public Health and Information Sciences, University of Louisville, Louisville, KY, United States of America
| | - Jonathan B. Chaires
- James Graham Brown Cancer Center, Department of Medicine, University of Louisville, Louisville, KY, United States of America
| | - Chongkham S. Mekmaysy
- James Graham Brown Cancer Center, Department of Medicine, University of Louisville, Louisville, KY, United States of America
| | - Lynn DeLeeuw
- James Graham Brown Cancer Center, Department of Medicine, University of Louisville, Louisville, KY, United States of America
| | - Kathy L. Sivils
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, United States of America
| | - John B. Harley
- U.S. Department of Veterans Affairs Medical Center, Cincinnati, OH, United States of America
- The Center for Autoimmune Genomics and Etiology, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center & University of Cincinnati, Cincinnati, OH, United States of America
| | - Brad H. Rovin
- Nephrology Division, The Ohio State University Wexner Medical Center, Columbus, OH, United States of America
| | - K. B. Kulasekera
- Department of Bioinformatics and Biostatistics, School of Public Health and Information Sciences, University of Louisville, Louisville, KY, United States of America
| | - Wael N. Jarjour
- Division of Rheumatology and Immunology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States of America
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Aberle T, Bourn RL, Munroe ME, Chen H, Roberts VC, Guthridge JM, Bean K, Robertson JM, Sivils KL, Rasmussen A, Liles M, Merrill JT, Harley JB, Olsen NJ, Karp DR, James JA. Clinical and Serologic Features in Patients With Incomplete Lupus Classification Versus Systemic Lupus Erythematosus Patients and Controls. Arthritis Care Res (Hoboken) 2017; 69:1780-1788. [PMID: 28118528 DOI: 10.1002/acr.23201] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 01/17/2017] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Incomplete lupus erythematosus (ILE) involves clinical and/or serologic manifestations consistent with but insufficient for systemic lupus erythematosus (SLE) classification. Because the nature of ILE is poorly understood and no treatment recommendations exist, we examined the clinical manifestations, medication history, and immunologic features in a diverse collection of ILE and SLE patients. METHODS Medical records of subjects enrolled in the Lupus Family Registry and Repository were reviewed for medication history and American College of Rheumatology (ACR) classification criteria to identify ILE patients (3 ACR criteria; n = 440) and SLE patients (≥4 ACR criteria; n = 3,397). Participants completed the Connective Tissue Disease Screening Questionnaire. Anticardiolipin and plasma B lymphocyte stimulator (BLyS) were measured by enzyme-linked immunosorbent assay, antinuclear antibodies (ANAs) by indirect immunofluorescence, and 13 autoantibodies by bead-based assays. RESULTS On average, ILE patients were older than SLE patients (46.2 years versus 42.0 years; P < 0.0001), and fewer ILE patients were African American (23.9% versus 32.2%; P < 0.001). ILE patients exhibited fewer autoantibody specificities than SLE patients (1.3 versus 2.6; P < 0.0001) and were less likely to have ANA titers ≥1:1,080 (10.5% versus 19.5%; P < 0.0001). BLyS levels were intermediate in ILE patients (controls < ILE; P = 0.016; ILE < SLE; P = 0.008). Pericarditis, renal, or neurologic manifestations occurred in 12.5% of ILE patients and were associated with non-European American race/ethnicity (P = 0.012). Hydroxychloroquine use increased over time, but was less frequent in ILE than SLE patients (65.2% versus 83.1%; P < 0.0001). CONCLUSION Although usually characterized by milder symptoms, ILE manifestations may require immunomodulatory treatments. Longitudinal studies are necessary to understand how ILE affects organ damage and future SLE risk, and to delineate molecular pathways unique to ILE.
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Affiliation(s)
| | | | | | - Hua Chen
- Oklahoma Medical Research Foundation, Oklahoma City
| | | | | | - Krista Bean
- Oklahoma Medical Research Foundation, Oklahoma City
| | | | | | | | - Meghan Liles
- Oklahoma Medical Research Foundation, Oklahoma City
| | | | - John B Harley
- Cincinnati Children's Hospital Medical Center and US Department of Veterans Affairs Medical Center, Cincinnati, Ohio
| | - Nancy J Olsen
- Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | - David R Karp
- University of Texas Southwestern Medical Center, Dallas
| | - Judith A James
- Oklahoma Medical Research Foundation and University of Oklahoma Health Sciences Center, Oklahoma City
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35
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Application and interpretation of functional data analysis techniques to differential scanning calorimetry data from lupus patients. PLoS One 2017; 12:e0186232. [PMID: 29121669 PMCID: PMC5679774 DOI: 10.1371/journal.pone.0186232] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Accepted: 09/27/2017] [Indexed: 11/19/2022] Open
Abstract
Background DSC is used to determine thermally-induced conformational changes of biomolecules within a blood plasma sample. Recent research has indicated that DSC curves (or thermograms) may have different characteristics based on disease status and, thus, may be useful as a monitoring and diagnostic tool for some diseases. Since thermograms are curves measured over a range of temperature values, they are considered functional data. In this paper we apply functional data analysis techniques to analyze differential scanning calorimetry (DSC) data from individuals from the Lupus Family Registry and Repository (LFRR). The aim was to assess the effect of lupus disease status as well as additional covariates on the thermogram profiles, and use FD analysis methods to create models for classifying lupus vs. control patients on the basis of the thermogram curves. Methods Thermograms were collected for 300 lupus patients and 300 controls without lupus who were matched with diseased individuals based on sex, race, and age. First, functional regression with a functional response (DSC) and categorical predictor (disease status) was used to determine how thermogram curve structure varied according to disease status and other covariates including sex, race, and year of birth. Next, functional logistic regression with disease status as the response and functional principal component analysis (FPCA) scores as the predictors was used to model the effect of thermogram structure on disease status prediction. The prediction accuracy for patients with Osteoarthritis and Rheumatoid Arthritis but without Lupus was also calculated to determine the ability of the classifier to differentiate between Lupus and other diseases. Data were divided 1000 times into separate 2/3 training and 1/3 test data for evaluation of predictions. Finally, derivatives of thermogram curves were included in the models to determine whether they aided in prediction of disease status. Results Functional regression with thermogram as a functional response and disease status as predictor showed a clear separation in thermogram curve structure between cases and controls. The logistic regression model with FPCA scores as the predictors gave the most accurate results with a mean 79.22% correct classification rate with a mean sensitivity = 79.70%, and specificity = 81.48%. The model correctly classified OA and RA patients without Lupus as controls at a rate of 75.92% on average with a mean sensitivity = 79.70% and specificity = 77.6%. Regression models including FPCA scores for derivative curves did not perform as well, nor did regression models including covariates. Conclusion Changes in thermograms observed in the disease state likely reflect covalent modifications of plasma proteins or changes in large protein-protein interacting networks resulting in the stabilization of plasma proteins towards thermal denaturation. By relating functional principal components from thermograms to disease status, our Functional Principal Component Analysis model provides results that are more easily interpretable compared to prior studies. Further, the model could also potentially be coupled with other biomarkers to improve diagnostic classification for lupus.
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36
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Sharma R, Harris VM, Cavett J, Kurien BT, Liu K, Koelsch KA, Fayaaz A, Chaudhari KS, Radfar L, Lewis D, Stone DU, Kaufman CE, Li S, Segal B, Wallace DJ, Weisman MH, Venuturupalli S, Kelly JA, Pons-Estel B, Jonsson R, Lu X, Gottenberg JE, Anaya JM, Cunninghame-Graham DS, Huang AJW, Brennan MT, Hughes P, Alevizos I, Miceli-Richard C, Keystone EC, Bykerk VP, Hirschfield G, Nordmark G, Bucher SM, Eriksson P, Omdal R, Rhodus NL, Rischmueller M, Rohrer M, Wahren-Herlenius M, Witte T, Alarcón-Riquelme M, Mariette X, Lessard CJ, Harley JB, Ng WF, Rasmussen A, Sivils KL, Scofield RH. Rare X Chromosome Abnormalities in Systemic Lupus Erythematosus and Sjögren's Syndrome. Arthritis Rheumatol 2017; 69:2187-2192. [PMID: 28692793 DOI: 10.1002/art.40207] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2016] [Accepted: 07/06/2017] [Indexed: 01/31/2023]
Abstract
OBJECTIVE Sjögren's syndrome (SS) and systemic lupus erythematosus (SLE) are related by clinical and serologic manifestations as well as genetic risks. Both diseases are more commonly found in women than in men, at a ratio of ~10 to 1. Common X chromosome aneuploidies, 47,XXY and 47,XXX, are enriched among men and women, respectively, in either disease, suggesting a dose effect on the X chromosome. METHODS We examined cohorts of SS and SLE patients by constructing intensity plots of X chromosome single-nucleotide polymorphism alleles, along with determining the karyotype of selected patients. RESULTS Among ~2,500 women with SLE, we found 3 patients with a triple mosaic, consisting of 45,X/46,XX/47,XXX. Among ~2,100 women with SS, 1 patient had 45,X/46,XX/47,XXX, with a triplication of the distal p arm of the X chromosome in the 47,XXX cells. Neither the triple mosaic nor the partial triplication was found among the controls. In another SS cohort, we found a mother/daughter pair with partial triplication of this same region of the X chromosome. The triple mosaic occurs in ~1 in 25,000-50,000 live female births, while partial triplications are even rarer. CONCLUSION Very rare X chromosome abnormalities are present among patients with either SS or SLE and may inform the location of a gene(s) that mediates an X dose effect, as well as critical cell types in which such an effect is operative.
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Affiliation(s)
- Rohan Sharma
- Oklahoma Medical Research Foundation, University of Oklahoma Health Sciences Center, and Department of Veterans Affairs Medical Center, Oklahoma City
| | - Valerie M Harris
- Oklahoma Medical Research Foundation and University of Oklahoma Health Sciences Center, Oklahoma City
| | - Joshua Cavett
- Oklahoma Medical Research Foundation and University of Oklahoma Health Sciences Center, Oklahoma City
| | - Biji T Kurien
- Oklahoma Medical Research Foundation, University of Oklahoma Health Sciences Center, and Department of Veterans Affairs Medical Center, Oklahoma City
| | - Ke Liu
- Cincinnati Children's Hospital Medical Center and University of Cincinnati, Cincinnati, Ohio
| | - Kristi A Koelsch
- Oklahoma Medical Research Foundation, University of Oklahoma Health Sciences Center, and Department of Veterans Affairs Medical Center, Oklahoma City
| | - Anum Fayaaz
- Department of Veterans Affairs Medical Center, Oklahoma City, Oklahoma
| | | | - Lida Radfar
- University of Oklahoma Health Sciences Center, Oklahoma City
| | - David Lewis
- University of Oklahoma Health Sciences Center, Oklahoma City
| | - Donald U Stone
- Johns Hopkins University, Baltimore, Maryland, and King Khaled Eye Specialist Hospital, Riyadh, Saudi Arabia
| | - C Erick Kaufman
- University of Oklahoma Health Sciences Center, Oklahoma City
| | - Shibo Li
- University of Oklahoma Health Sciences Center, Oklahoma City
| | | | | | | | | | | | | | - Roland Jonsson
- University of Bergen and Haukeland University Hospital, Bergen, Norway
| | - Xianglan Lu
- University of Oklahoma Health Sciences Center, Oklahoma City
| | | | | | | | | | | | | | - Ilias Alevizos
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD
| | - Corinne Miceli-Richard
- Department of Rheumatology, Université Paris-Sud, AP-HP, INSERM U1012, Le Kremlin-Bicêtre, France
| | - Edward C Keystone
- Mount Sinai Hospital and University of Toronto, Toronto, Ontario, Canada
| | | | | | | | | | | | - Roald Omdal
- Stavanger University Hospital, Stavanger, Norway
| | | | - Maureen Rischmueller
- The Queen Elizabeth Hospital, Woodville South, and University of Adelaide, Adelaide, South Australia, Australia
| | | | | | | | - Marta Alarcón-Riquelme
- Pfizer-University of Granada-Andalusian Regional Government, Granada, Spain, and Karolinska Institutet, Stockholm, Sweden
| | - Xavier Mariette
- Department of Rheumatology, Université Paris-Sud, AP-HP, INSERM U1012, Le Kremlin-Bicêtre, France
| | | | - John B Harley
- Cincinnati Children's Hospital Medical Center, University of Cincinnati, and Ohio Department of Veterans Affairs Medical Center, Cincinnati
| | - Wan-Fai Ng
- Newcastle University, Newcastle upon Tyne, UK
| | | | - Kathy L Sivils
- Oklahoma Medical Research Foundation and University of Oklahoma Health Sciences Center, Oklahoma City
| | - R Hal Scofield
- Oklahoma Medical Research Foundation, University of Oklahoma Health Sciences Center, and Department of Veterans Affairs Medical Center, Oklahoma City
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Aberle T, Bourn RL, Chen H, Roberts VC, Guthridge JM, Bean K, Robertson JM, Sivils KL, Rasmussen A, Liles M, Merrill JT, Harley JB, Olsen NJ, Karp DR, James JA. Use of SLICC criteria in a large, diverse lupus registry enables SLE classification of a subset of ACR-designated subjects with incomplete lupus. Lupus Sci Med 2017; 4:e000176. [PMID: 28409015 PMCID: PMC5372139 DOI: 10.1136/lupus-2016-000176] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 09/26/2016] [Accepted: 10/17/2016] [Indexed: 01/10/2023]
Abstract
Objective SLE is traditionally classified using the American College of Rheumatology (ACR) criteria. The Systemic Lupus International Collaborating Clinics (SLICC) recently validated an alternative system. This study examined large cohorts of subjects with SLE and incomplete lupus erythematosus (ILE) to compare the impact of ACR and SLICC criteria. Methods Medical records of subjects in the Lupus Family Registry and Repository were reviewed for documentation of 1997 ACR classification criteria, SLICC classification criteria and medication usage. Autoantibodies were assessed by indirect immunofluorescence (ANA, antidouble-stranded DNA), precipitin (Sm) and ELISA (anticardiolipin). Other relevant autoantibodies were detected by precipitin and with a bead-based multiplex assay. Results Of 3575 subjects classified with SLE under at least one system, 3312 (92.6%) were classified as SLE by both systems (SLEboth), 85 only by ACR criteria (SLEACR-only) and 178 only by SLICC criteria (SLESLICC-only). Of 440 subjects meeting 3 ACR criteria, 33.9% (149/440) were SLESLICC-only, while 66.1% (n=291, designated ILE) did not meet the SLICC classification criteria. Under the SLICC system, the complement criterion and the individual autoantibody criteria enabled SLE classification of SLESLICC-only subjects, while SLEACR-only subjects failed to meet SLICC classification due to the combined acute/subacute cutaneous criterion. The SLICC criteria classified more African-American subjects by the leucopenia/lymphopenia criterion than did ACR criteria. Compared with SLEACR-only subjects, SLESLICC-only subjects exhibited similar numbers of affected organ systems, rates of major organ system involvement (∼30%: pulmonary, cardiovascular, renal, neurological) and medication history. Conclusions The SLICC criteria classify more subjects with SLE than ACR criteria; however, individuals with incomplete lupus still exist under SLICC criteria. Subjects who gain SLE classification through SLICC criteria exhibit heterogeneous disease, including potential major organ involvement. These results provide supportive evidence that SLICC criteria may be more inclusive of SLE subjects for clinical studies.
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Affiliation(s)
- Teresa Aberle
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Rebecka L Bourn
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Hua Chen
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Virginia C Roberts
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Joel M Guthridge
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Krista Bean
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Julie M Robertson
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Kathy L Sivils
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Astrid Rasmussen
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Meghan Liles
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Joan T Merrill
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - John B Harley
- Cincinnati Children's Hospital Medical Center and US Department of Veterans Affairs Medical Center, Cincinnati, Ohio, USA
| | - Nancy J Olsen
- Division of Rheumatology, Penn State Milton S. Hershey Medical Center, University Drive, Hershey, Pennsylvania, USA
| | - David R Karp
- Department of Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Judith A James
- Department of Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA.,Departments of Medicine and Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
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Munroe ME, Young KA, Kamen DL, Guthridge JM, Niewold TB, Costenbader KH, Weisman MH, Ishimori ML, Wallace DJ, Gilkeson GS, Karp DR, Harley JB, Norris JM, James JA. Discerning Risk of Disease Transition in Relatives of Systemic Lupus Erythematosus Patients Utilizing Soluble Mediators and Clinical Features. Arthritis Rheumatol 2017; 69:630-642. [PMID: 27863174 PMCID: PMC5329053 DOI: 10.1002/art.40004] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Accepted: 11/15/2016] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Systemic lupus erythematosus (SLE) and other autoimmune diseases cause significant morbidity. Identifying populations at risk of developing SLE is essential for curtailing irreversible inflammatory damage. The aim of this study was to identify factors associated with transition to classified disease that would inform our understanding of the risk of SLE. METHODS Previously identified blood relatives of patients with SLE, who had <4 American College of Rheumatology (ACR) classification criteria for SLE at baseline, were enrolled in this follow-up study (n = 409 unaffected relatives). Participants provided detailed family, demographic, and clinical information, including the SLE-specific portion of the Connective Tissue Disease Screening Questionnaire (SLE-CSQ). Serum and plasma samples were tested for the presence of lupus-associated autoantibodies and 52 soluble mediators. Generalized estimating equations (GEEs) were applied to identify factors predictive of disease transition. RESULTS Of the 409 unaffected relatives of SLE patients, 45 (11%) had transitioned to classified SLE at follow-up (mean time to follow-up 6.4 years). Relatives who transitioned to SLE displayed more lupus-associated autoantibody specificities and higher SLE-CSQ scores (P < 0.0001) at baseline than did relatives who did not transition. Importantly, those who had developed SLE during the follow-up period also had elevated baseline plasma levels of inflammatory mediators, including B lymphocyte stimulator, stem cell factor (SCF), and interferon-associated chemokines (P ≤ 0.02), with concurrent decreases in the levels of regulatory mediators, transforming growth factor β (TGFβ), and interleukin-10 (P ≤ 0.03). GEE analyses revealed that baseline SLE-CSQ scores or ACR scores (number of ACR criteria satisfied) and plasma levels of SCF and TGFβ, but not autoantibodies, were significant and independent predictors of SLE transition (P ≤ 0.03). CONCLUSION Preclinical alterations in levels of soluble mediators may predict transition to classified disease in relatives of SLE patients. Thus, immune perturbations precede SLE classification and can help identify high-risk relatives for rheumatology referral and potential enrollment in prevention trials.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - David R. Karp
- University of Texas Southwestern Medical Center, Dallas, TX
| | - John B. Harley
- Cincinnati Children’s Hospital Medical Center and US Department of Veterans Affairs Medical Center, Cincinnati, OH
| | | | - Judith A. James
- Oklahoma Medical Research Foundation, Oklahoma City, OK
- University of Oklahoma Health Sciences Center, Oklahoma City, OK
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Margery-Muir AA, Bundell C, Nelson D, Groth DM, Wetherall JD. Gender balance in patients with systemic lupus erythematosus. Autoimmun Rev 2017; 16:258-268. [DOI: 10.1016/j.autrev.2017.01.007] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 11/16/2016] [Indexed: 12/19/2022]
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Effect of Tobacco Smoking on The Clinical, Histopathological, and Serological Manifestations of Sjögren's Syndrome. PLoS One 2017; 12:e0170249. [PMID: 28166540 PMCID: PMC5293551 DOI: 10.1371/journal.pone.0170249] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Accepted: 12/31/2016] [Indexed: 01/11/2023] Open
Abstract
Objectives To assess the association of smoking habits with the clinical, serological, and histopathological manifestations of Sjögren’s syndrome (SS) and non-Sjögren’s sicca (non-SS sicca). Methods Cross-sectional case-control study of 1288 patients with sicca symptoms (587 SS and 701 non-SS sicca) evaluated in a multi-disciplinary research clinic. Smoking patterns were obtained from questionnaire data and disease-related clinical and laboratory data were compared between current, past, ever, and never smokers. Results Current smoking rates were 4.6% for SS patients compared to 14.1% in non-SS sicca (p = 5.17x10E-09), 18% in a local lupus cohort (p = 1.13x10E-14) and 16.8% in the community (p = 4.12x10E-15). Current smoking was protective against SS classification (OR 0.35, 95%CI 0.22–0.56, FDR q = 1.9E10-05), focal lymphocytic sialadenitis (OR 0.26, 95%CI 0.15–0.44, FDR q = 1.52x10E-06), focus score ≥1 (OR 0.22, 95%CI 0.13–0.39, FDR q = 1.43x10E-07), and anti-Ro/SSA(+) (OR 0.36, 95%CI 0.2–0.64, FDR q = 0.0009); ever smoking was protective against the same features and against anti-La/SSB(+) (OR 0.52, 95%CI 0.39–0.70, FDR q = 5.82x10E-05). Duration of smoking was inversely correlated with SS even after controlling for socioeconomic status, BMI, alcohol and caffeine consumption. Conclusions Current tobacco smoking is negatively and independently associated with SS, protecting against disease-associated humoral and cellular autoimmunity. The overall smoking rate amongst SS patients is significantly lower than in matched populations and the effects of smoking are proportional to exposure duration. In spite of the protective effects of tobacco on SS manifestations, it is associated with other serious comorbidities such as lung disease, cardiovascular risk and malignancy, and should thus be strongly discouraged in patients with sicca.
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Young KA, Munroe ME, Guthridge JM, Kamen DL, Niewold TB, Gilkeson GS, Weisman MH, Ishimori ML, Kelly J, Gaffney PM, Sivils KH, Lu R, Wallace DJ, Karp DR, Harley JB, James JA, Norris JM. Combined role of vitamin D status and CYP24A1 in the transition to systemic lupus erythematosus. Ann Rheum Dis 2016; 76:153-158. [PMID: 27283331 DOI: 10.1136/annrheumdis-2016-209157] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Revised: 05/06/2016] [Accepted: 05/14/2016] [Indexed: 12/26/2022]
Abstract
OBJECTIVE We examined whether measures of vitamin D were associated with transitioning to systemic lupus erythematosus (SLE) in individuals at risk for SLE. METHODS 436 individuals who reported having a relative with SLE but who did not have SLE themselves were evaluated at baseline and again an average of 6.3 (±3.9) years later. Fifty-six individuals transitioned to SLE (≥4 cumulative American College of Rheumatology criteria). 25-Hydroxyvitamin D (25[OH]D) levels were measured by ELISA. Six single-nucleotide polymorphisms in four vitamin D genes were genotyped. Generalised estimating equations, adjusting for correlation within families, were used to test associations between the vitamin D variables and the outcome of transitioning to SLE. RESULTS Mean baseline 25[OH]D levels (p=0.42) and vitamin D supplementation (p=0.65) were not different between those who did and did not transition to SLE. Vitamin D deficiency (25[OH]D <20 ng/mL) was greater in those who transitioned compared with those who did not transition to SLE (46% vs 33%, p=0.05). The association between 25[OH]D and SLE was modified by CYP24A1 rs4809959, where for each additional minor allele increased 25[OH]D was associated with decreased SLE risk: zero minor alleles (adjusted OR: 1.03, CI 0.98 to 1.09), one minor allele (adjusted OR: 1.01, CI 0.97 to 1.05) and two minor alleles (adjusted OR: 0.91, CI 0.84 to 0.98). Similarly, vitamin D deficiency significantly increased the risk of transitioning to SLE in those with two minor alleles at rs4809959 (adjusted OR: 4.90, CI 1.33 to 18.04). CONCLUSIONS Vitamin D status and CYP24A1 may have a combined role in the transition to SLE in individuals at increased genetic risk for SLE.
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Affiliation(s)
| | - Melissa E Munroe
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Joel M Guthridge
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Diane L Kamen
- Medical University of South Carolina, Charleston, South Carolina, USA
| | | | - Gary S Gilkeson
- Medical University of South Carolina, Charleston, South Carolina, USA
| | | | | | - Jennifer Kelly
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | | | - Kathy H Sivils
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Rufei Lu
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA.,Oklahoma University Health Sciences Center, Oklahoma City, Oklahoma, USA
| | | | - David R Karp
- University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - John B Harley
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,US Department of Veterans Affairs Medical Center, Cincinnati, Ohio, USA
| | - Judith A James
- Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA.,Oklahoma University Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Jill M Norris
- Colorado School of Public Health, Aurora, Colorado, USA
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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 2016; 68:1290-1300. [PMID: 26713507 PMCID: PMC5019501 DOI: 10.1002/art.39560] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [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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Fuchs T, Kelly JA, Simon E, Sivils KL, Hermel E. The anti-inflammatory CASPASE-12 gene does not influence SLE phenotype in African-Americans. Immunol Lett 2016; 173:21-5. [DOI: 10.1016/j.imlet.2016.03.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Revised: 02/19/2016] [Accepted: 03/07/2016] [Indexed: 01/27/2023]
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Bello GA, Brown MA, Kelly JA, Thanou A, James JA, Montgomery CG. Development and validation of a simple lupus severity index using ACR criteria for classification of SLE. Lupus Sci Med 2016; 3:e000136. [PMID: 27026812 PMCID: PMC4800735 DOI: 10.1136/lupus-2015-000136] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Revised: 02/10/2016] [Accepted: 02/11/2016] [Indexed: 12/01/2022]
Abstract
Objective To develop a simple systemic lupus erythematosus (SLE) severity index that requires knowledge of only American College of Rheumatology (ACR) criteria and subcriteria. Methods This study used demographic, mortality and medical records data of 1915 patients with lupus from the Lupus Family Registry and Repository. The data were randomly split (2:1 ratio) into independent training and validation sets. A logistic regression with ridge penalty was used to model the probability of being prescribed major immunosuppressive drugs—a surrogate indicator of lupus severity. ACR criteria and subcriteria were used as predictor variables in this model, and the resulting regression coefficient estimates obtained from the training data were used as item weightings to construct the severity index. Results The resulting index was tested on the independent validation dataset and was found to have high predictive accuracy for immunosuppressive use and early mortality. The index was also found to be strongly correlated with a previously existing severity score for lupus. In addition, demographic factors known to influence lupus severity (eg, age of onset, gender and ethnicity) all showed robust associations with our severity index that were consistent with observed clinical trends. Conclusions This new index can be easily computed using ACR criteria, which may be among the most readily available data elements from patient medical records. This tool may be useful in lupus research, especially large dataset analyses to stratify patients by disease severity, an important prognostic indicator in SLE.
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Affiliation(s)
- Ghalib A Bello
- Department of Preventive Medicine , Icahn School of Medicine at Mount Sinai , New York, New York , USA
| | - Michael A Brown
- Arthritis and Clinical Immunology Program , Oklahoma Medical Research Foundation , Oklahoma City, Oklahoma , USA
| | - Jennifer A Kelly
- Arthritis and Clinical Immunology Program , Oklahoma Medical Research Foundation , Oklahoma City, Oklahoma , USA
| | - Aikaterini Thanou
- Clinical Pharmacology Research Program, Oklahoma Medical Research Foundation , Oklahoma City, Oklahoma , USA
| | - Judith A James
- Arthritis and Clinical Immunology Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA; Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Courtney G Montgomery
- Arthritis and Clinical Immunology Program , Oklahoma Medical Research Foundation , Oklahoma City, Oklahoma , USA
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Garbett NC, Brock GN. Differential scanning calorimetry as a complementary diagnostic tool for the evaluation of biological samples. Biochim Biophys Acta Gen Subj 2015; 1860:981-989. [PMID: 26459005 DOI: 10.1016/j.bbagen.2015.10.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Revised: 10/07/2015] [Accepted: 10/08/2015] [Indexed: 11/20/2022]
Abstract
BACKGROUND Differential scanning calorimetry (DSC) is a tool for measuring the thermal stability profiles of complex molecular interactions in biological fluids. DSC profiles (thermograms) of biofluids provide specific signatures which are being utilized as a new diagnostic approach for characterizing disease but the development of these approaches is still in its infancy. METHODS This article evaluates several approaches for the analysis of thermograms which could increase the utility of DSC for clinical application. Thermograms were analyzed using localized thermogram features and principal components (PCs). The performance of these methods was evaluated alongside six models for the classification of a data set comprised of 300 systemic lupus erythematosus (SLE) patients and 300 control subjects obtained from the Lupus Family Registry and Repository (LFRR). RESULTS Classification performance was substantially higher using the penalized algorithms relative to localized features/PCs alone. The models were grouped into two sets, the first having smoother solution vectors but lower classification accuracies than the second with seemingly noisier solution vectors. CONCLUSIONS Coupling thermogram technology with modern classification algorithms provides a powerful diagnostic approach for analysis of biological samples. The solution vectors from the models may reflect important information from the thermogram profiles for discriminating between clinical groups. GENERAL SIGNIFICANCE DSC thermograms show sensitivity to changes in the bulk plasma proteome that correlate with clinical status. To move this technology towards clinical application the development of new approaches is needed to extract discriminatory parameters from DSC profiles for the comparison and diagnostic classification of patients.
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Affiliation(s)
- Nichola C Garbett
- James Graham Brown Cancer Center, Department of Medicine, University of Louisville, Louisville, KY, USA.
| | - Guy N Brock
- Department of Bioinformatics and Biostatistics, School of Public Health and Information Sciences, University of Louisville, Louisville, KY, USA.
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Association between Secondary and Primary Sjögren's Syndrome in a Large Collection of Lupus Families. Autoimmune Dis 2015; 2015:298506. [PMID: 26246904 PMCID: PMC4515287 DOI: 10.1155/2015/298506] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Revised: 04/30/2015] [Accepted: 04/30/2015] [Indexed: 12/21/2022] Open
Abstract
Objective. Systemic lupus erythematosus (SLE) and Sjögren's syndrome (SS) share clinical and immunogenetic features and may occur together. We undertook this study to determine the risk of primary SS among SLE-unaffected relatives of SLE patients and whether or not primary and secondary SS tended to occur in the same families. Methods. We collected clinical and serological data on 2694 SLE patients, 7390 SLE-unaffected relatives of the SLE patients, and 1470 matched controls. Results. Of the 2694 subjects with SLE, 548 had secondary SS, while 71 of their 7390 SLE-unaffected relatives had primary SS. None of the 1470 controls had SS as defined herein (p = 5 × 10−5 compared to SLE-unaffected relatives). Of the 71 SLE-unaffected relatives with primary SS, 18 (25.3%) had an SLE-affected family member with secondary SS, while only 530 of the 7319 (7.2%) SLE-unaffected relatives without SS did so (p = 1 × 10−8). Conclusion. Among families identified for the presence of SLE, primary and secondary SS tend to occur within the same families. These results highlight the commonalities between these two forms of SS, which in fact correspond to the same disease.
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Caster DJ, Korte EA, Merchant ML, Klein JB, Wilkey DW, Rovin BH, Birmingham DJ, Harley JB, Cobb BL, Namjou B, McLeish KR, Powell DW. Autoantibodies targeting glomerular annexin A2 identify patients with proliferative lupus nephritis. Proteomics Clin Appl 2015; 9:1012-20. [PMID: 25824007 DOI: 10.1002/prca.201400175] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Revised: 02/10/2015] [Accepted: 03/26/2015] [Indexed: 11/09/2022]
Abstract
PURPOSE Patients with systemic lupus erythematosus (SLE) frequently develop lupus nephritis (LN), a complication frequently leading to end stage kidney disease. Immune complex deposition in the glomerulus is central to the development of LN. Using a targeted proteomic approach, we tested the hypothesis that autoantibodies targeting glomerular antigens contribute to the development of LN. EXPERIMENTAL DESIGN Human podocyte and glomerular proteins were separated by SDS-PAGE and immunoblotted with sera from SLE patients with and without LN. The regions of those gels corresponding to reactive bands observed with sera from LN patients were analyzed using LC-MS/MS. RESULTS LN reactive bands were seen at approximately 50 kDa in podocyte extracts and between 36 and 50 kDa in glomerular extracts. Those bands were analyzed by LC-MS/MS and 102 overlapping proteins were identified. Bioinformatic analysis determined that 36 of those proteins were membrane associated, including a protein previously suggested to contribute to glomerulonephritis and LN, annexin A2. By ELISA, patients with proliferative LN demonstrated significantly increased antibodies against annexin A2. CONCLUSION AND CLINICAL RELEVANCE Proteomic approaches identified multiple candidate antigens for autoantibodies in patients with LN. Serum antibodies against annexin A2 were significantly elevated in subjects with proliferative LN, validating those antibodies as potential biomarkers.
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Affiliation(s)
- Dawn J Caster
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA.,Robley Rex Veterans Affairs Medical Center, Louisville, KY, USA
| | - Erik A Korte
- Department of Biochemistry and Molecular Biology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Michael L Merchant
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA
| | - Jon B Klein
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA.,Robley Rex Veterans Affairs Medical Center, Louisville, KY, USA
| | - Daniel W Wilkey
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA
| | - Brad H Rovin
- Department of Medicine, the Ohio State University, Columbus, OH, USA
| | - Dan J Birmingham
- Department of Medicine, the Ohio State University, Columbus, OH, USA
| | - John B Harley
- Center for Autoimmune Genomics and Etiology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center and the University of Cincinnati, Cincinnati, OH, USA.,US Department of Veterans Affairs Medical Center, Cincinnati, OH, USA
| | - Beth L Cobb
- Center for Autoimmune Genomics and Etiology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center and the University of Cincinnati, Cincinnati, OH, USA
| | - Bahram Namjou
- Center for Autoimmune Genomics and Etiology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center and the University of Cincinnati, Cincinnati, OH, USA
| | - Kenneth R McLeish
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA.,Robley Rex Veterans Affairs Medical Center, Louisville, KY, USA
| | - David W Powell
- Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA.,Department of Biochemistry and Molecular Biology, University of Louisville School of Medicine, Louisville, KY, USA
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Lu X, Zoller E, Weirauch M, Wu Z, Namjou B, Williams A, Ziegler J, Comeau M, Marion M, Glenn S, Adler A, Shen N, Nath S, Stevens A, Freedman B, Tsao B, Jacob C, Kamen D, Brown E, Gilkeson G, Alarcón G, Reveille J, Anaya JM, James J, Sivils K, Criswell L, Vilá L, Alarcón-Riquelme M, Petri M, Scofield R, Kimberly R, Ramsey-Goldman R, Joo Y, Choi J, Bae SC, Boackle S, Graham D, Vyse T, Guthridge J, Gaffney P, Langefeld C, Kelly J, Greis K, Kaufman K, Harley J, Kottyan L. Lupus Risk Variant Increases pSTAT1 Binding and Decreases ETS1 Expression. Am J Hum Genet 2015; 96:731-9. [PMID: 25865496 DOI: 10.1016/j.ajhg.2015.03.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 03/05/2015] [Indexed: 01/19/2023] Open
Abstract
Genetic variants at chromosomal region 11q23.3, near the gene ETS1, have been associated with systemic lupus erythematosus (SLE), or lupus, in independent cohorts of Asian ancestry. Several recent studies have implicated ETS1 as a critical driver of immune cell function and differentiation, and mice deficient in ETS1 develop an SLE-like autoimmunity. We performed a fine-mapping study of 14,551 subjects from multi-ancestral cohorts by starting with genotyped variants and imputing to all common variants spanning ETS1. By constructing genetic models via frequentist and Bayesian association methods, we identified 16 variants that are statistically likely to be causal. We functionally assessed each of these variants on the basis of their likelihood of affecting transcription factor binding, miRNA binding, or chromatin state. Of the four variants that we experimentally examined, only rs6590330 differentially binds lysate from B cells. Using mass spectrometry, we found more binding of the transcription factor signal transducer and activator of transcription 1 (STAT1) to DNA near the risk allele of rs6590330 than near the non-risk allele. Immunoblot analysis and chromatin immunoprecipitation of pSTAT1 in B cells heterozygous for rs6590330 confirmed that the risk allele increased binding to the active form of STAT1. Analysis with expression quantitative trait loci indicated that the risk allele of rs6590330 is associated with decreased ETS1 expression in Han Chinese, but not other ancestral cohorts. We propose a model in which the risk allele of rs6590330 is associated with decreased ETS1 expression and increases SLE risk by enhancing the binding of pSTAT1.
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Vaughn SE, Foley C, Lu X, Patel ZH, Zoller EE, Magnusen AF, Williams AH, Ziegler JT, Comeau ME, Marion MC, Glenn SB, Adler A, Shen N, Nath S, Stevens AM, Freedman BI, Tsao BP, Jacob CO, Kamen DL, Brown EE, Gilkeson GS, Alarcón GS, Reveille JD, Anaya JM, James JA, Moser KL, Criswell LA, Vilá LM, Alarcón-Riquelme ME, Petri M, Scofield RH, Kimberly RP, Ramsey-Goldman R, Binjoo Y, Choi J, Bae SC, Boackle SA, Vyse TJ, Guthridge JM, Namjou B, Gaffney PM, Langefeld CD, Kaufman KM, Kelly JA, Harley ITW, Harley JB, Kottyan LC. Lupus risk variants in the PXK locus alter B-cell receptor internalization. Front Genet 2015; 5:450. [PMID: 25620976 PMCID: PMC4288052 DOI: 10.3389/fgene.2014.00450] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Accepted: 12/09/2014] [Indexed: 01/17/2023] Open
Abstract
Genome wide association studies have identified variants in PXK that confer risk for humoral autoimmune diseases, including systemic lupus erythematosus (SLE or lupus), rheumatoid arthritis and more recently systemic sclerosis. While PXK is involved in trafficking of epidermal growth factor Receptor (EGFR) in COS-7 cells, mechanisms linking PXK to lupus pathophysiology have remained undefined. In an effort to uncover the mechanism at this locus that increases lupus-risk, we undertook a fine-mapping analysis in a large multi-ancestral study of lupus patients and controls. We define a large (257kb) common haplotype marking a single causal variant that confers lupus risk detected only in European ancestral populations and spans the promoter through the 3′ UTR of PXK. The strongest association was found at rs6445972 with P < 4.62 × 10−10, OR 0.81 (0.75–0.86). Using stepwise logistic regression analysis, we demonstrate that one signal drives the genetic association in the region. Bayesian analysis confirms our results, identifying a 95% credible set consisting of 172 variants spanning 202 kb. Functionally, we found that PXK operates on the B-cell antigen receptor (BCR); we confirmed that PXK influenced the rate of BCR internalization. Furthermore, we demonstrate that individuals carrying the risk haplotype exhibited a decreased rate of BCR internalization, a process known to impact B cell survival and cell fate. Taken together, these data define a new candidate mechanism for the genetic association of variants around PXK with lupus risk and highlight the regulation of intracellular trafficking as a genetically regulated pathway mediating human autoimmunity.
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Affiliation(s)
- Samuel E Vaughn
- Immunology Graduate Program and Medical Scientist Training Program, University of Cincinnati College of Medicine Cincinnati, OH, USA ; Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA
| | | | - Xiaoming Lu
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA
| | - Zubin H Patel
- Immunology Graduate Program and Medical Scientist Training Program, University of Cincinnati College of Medicine Cincinnati, OH, USA ; Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA
| | - Erin E Zoller
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA
| | - Albert F Magnusen
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA
| | - Adrienne H Williams
- Center for Public Health Genomics and the Department of Biostatistical Sciences, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Julie T Ziegler
- Center for Public Health Genomics and the Department of Biostatistical Sciences, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Mary E Comeau
- Center for Public Health Genomics and the Department of Biostatistical Sciences, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Miranda C Marion
- Center for Public Health Genomics and the Department of Biostatistical Sciences, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Stuart B Glenn
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA
| | - Adam Adler
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA
| | - Nan Shen
- Immunology Graduate Program and Medical Scientist Training Program, University of Cincinnati College of Medicine Cincinnati, OH, USA ; Joint Molecular Rheumatology Laboratory of the Institute of Health Sciences and Shanghai Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai Institutes for Biological Sciences, and Chinese Academy of Sciences Shanghai, China
| | - Swapan Nath
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA
| | - Anne M Stevens
- Center for Immunity and Immunotherapies, Seattle Children's Research Institute Seattle, WA, USA ; Division of Rheumatology, Department of Pediatrics, University of Washington Seattle, WA, USA
| | - Barry I Freedman
- Department of Internal Medicine, Section on Nephrology, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Betty P Tsao
- Division of Rheumatology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles Los Angeles, CA, USA
| | - Chaim O Jacob
- Department of Medicine, Keck School of Medicine, University of Southern California Los Angeles, CA, USA
| | - Diane L Kamen
- Division of Rheumatology, Medical University of South Carolina Charleston, SC, USA
| | - Elizabeth E Brown
- Department of Epidemiology, University of Alabama at Birmingham Birmingham, AL, USA ; Department of Medicine, University of Alabama at Birmingham Birmingham, AL, USA
| | - Gary S Gilkeson
- Division of Rheumatology, Medical University of South Carolina Charleston, SC, USA
| | - Graciela S Alarcón
- Department of Medicine, University of Alabama at Birmingham Birmingham, AL, USA
| | - John D Reveille
- Rheumatology and Clinical Immunogenetics, University of Texas Health Science Center at Houston Houston, TX, USA
| | - Juan-Manuel Anaya
- Center for Autoimmune Disease Research, Universidad del Rosario Bogota, Colombia
| | - Judith A James
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA ; Department of Medicine, University of Oklahoma Health Sciences Center Oklahoma City, OK, USA
| | - Kathy L Moser
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA
| | - Lindsey A Criswell
- Rosalind Russell/Ephraim P Engleman Rheumatology Research Research Center, Department of Medicine, University of California, San Francisco San Francisco, CA, USA
| | - Luis M Vilá
- Division of Rheumatology, Department of Medicine, University of Puerto Rico Medical Sciences Campus San Juan, PR, USA
| | - Marta E Alarcón-Riquelme
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA ; Center for Genomics and Oncological Research, Pfizer-University of Granada-Junta de Andalucia Granada, Spain
| | - Michelle Petri
- Department of Medicine, Johns Hopkins University School of Medicine Baltimore, MD, USA
| | - R Hal Scofield
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA ; Department of Medicine, University of Oklahoma Health Sciences Center Oklahoma City, OK, USA ; United States Department of Veterans Affairs Medical Center Oklahoma City, OK, USA
| | - Robert P Kimberly
- Department of Medicine, University of Alabama at Birmingham Birmingham, AL, USA
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Feinberg School of Medicine, Northwestern University Chicago, IL, USA
| | - Young Binjoo
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases Seoul, Korea
| | - Jeongim Choi
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases Seoul, Korea
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases Seoul, Korea
| | - Susan A Boackle
- Division of Rheumatology, University of Colorado School of Medicine Aurora, CO, USA
| | - Timothy J Vyse
- Divisions of Genetics and Molecular Medicine and Immunology, King's College London London, UK
| | - Joel M Guthridge
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA
| | - Bahram Namjou
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA
| | - Patrick M Gaffney
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA
| | - Carl D Langefeld
- Center for Public Health Genomics and the Department of Biostatistical Sciences, Wake Forest School of Medicine Winston-Salem, NC, USA
| | - Kenneth M Kaufman
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA ; United States Department of Veterans Affairs Medical Center Cincinnati, OH, USA
| | - Jennifer A Kelly
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation Oklahoma City, OK, USA
| | - Isaac T W Harley
- Immunology Graduate Program and Medical Scientist Training Program, University of Cincinnati College of Medicine Cincinnati, OH, USA ; Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA
| | - John B Harley
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA ; United States Department of Veterans Affairs Medical Center Cincinnati, OH, USA
| | - Leah C Kottyan
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center Cincinnati, OH, USA ; United States Department of Veterans Affairs Medical Center Cincinnati, OH, USA
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