1
|
Kronzer VL, Hayashi K, Crowson CS, Davis JM, McDermott GC, Cui J, Losina E, Juge PA, Cerhan JR, Sparks JA. Gene-respiratory disease interactions for rheumatoid arthritis risk. Semin Arthritis Rheum 2023; 63:152254. [PMID: 37595508 PMCID: PMC10840753 DOI: 10.1016/j.semarthrit.2023.152254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/30/2023] [Accepted: 08/07/2023] [Indexed: 08/20/2023]
Abstract
OBJECTIVE We aimed to identify gene by respiratory tract disease interactions that increase RA risk. METHODS In this case-control study using the Mass General Brigham Biobank, we matched incident RA cases, confirmed by ACR/EULAR criteria, to four controls on age, sex, and electronic health record history. Genetic exposures included a validated overall genetic risk score (GRS) for RA, a Human Leukocyte Antigen (HLA) GRS for RA, and the MUC5B promoter variant, an established risk factor for RA-associated interstitial lung disease (ILD). Preceding respiratory tract diseases came from diagnosis codes (positive predictive value 86%). We estimated attributable proportions (AP) and multiplicative odds ratios (OR) with 95% confidence intervals (CI) for RA for each genetic and respiratory exposure using conditional logistic regression models, adjusting for potential confounders. RESULTS We identified 653 incident RA cases and 2,607 matched controls (mean 54 years, 76% female). The highest tertile of the overall GRS and the HLA GRS were both associated with increased RA risk (OR 2.28, 95% CI 1.89,2.74; OR 2.02, 95% CI 1.67-2.45). ILD and the HLA GRS exhibited a synergistic relationship for RA risk (OR for both exposures 4.30, 95% CI 1.28,14.38; AP 0.51, 95% CI-0.16,1.18). Asthma and the MUC5B promoter variant also exhibited a synergistic interaction for seropositive RA (OR for both exposures 2.58, 95% CI 1.10,6.07; AP 0.62, 95% CI 0.24,1.00). CONCLUSION ILD-HLA GRS and asthma-MUC5B promoter variant showed synergistic interactions for RA risk. Such interactions may prove useful for RA prevention and screening.
Collapse
Affiliation(s)
| | - Keigo Hayashi
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital; Harvard Medical School, Boston, USA.
| | - Cynthia S Crowson
- Division of Rheumatology, Mayo Clinic, Rochester, MN, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA.
| | - John M Davis
- Division of Rheumatology, Mayo Clinic, Rochester, MN, USA.
| | - Gregory C McDermott
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital; Harvard Medical School, Boston, USA.
| | - Jing Cui
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, USA.
| | - Elena Losina
- Department of Orthopedic Surgery, Brigham and Women's Hospital, Boston, USA.
| | - Pierre-Antoine Juge
- Dept of Rheumatology, DMU Locomotion, INSERM UMR1152, Hôpital Bichat-Claude Bernard, APHP, Université de Paris, Paris, France.
| | - James R Cerhan
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA.
| | - Jeffrey A Sparks
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital; Harvard Medical School, Boston, USA.
| |
Collapse
|
2
|
Tang B, Liu Q, Ilar A, Wiebert P, Hägg S, Padyukov L, Klareskog L, Alfredsson L, Jiang X. Occupational inhalable agents constitute major risk factors for rheumatoid arthritis, particularly in the context of genetic predisposition and smoking. Ann Rheum Dis 2023; 82:316-323. [PMID: 36600175 PMCID: PMC9933179 DOI: 10.1136/ard-2022-223134] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 10/27/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVES To assess the effects of occupational inhalable exposures on rheumatoid arthritis (RA) development and their interactions with smoking and RA-risk genes, stratifying by presence of anticitrullinated protein antibodies (ACPA). METHODS Data came from the Swedish Epidemiological Investigation of RA, consisting of 4033 incident RA cases and 6485 matched controls. Occupational histories were retrieved, combining with a Swedish national job-exposure matrix, to estimate exposure to 32 inhalable agents. Genetic data were used to define Genetic Risk Score (GRS) or carrying any copy of human leucocyte antigen class II shared epitope (HLA-SE) alleles. Associations were identified with unconditional logistical regression models. Attributable proportion due to interaction was estimated to evaluate presence of interaction. RESULTS Exposure to any occupational inhalable agents was associated with increased risk for ACPA-positive RA (OR 1.25, 95% CI 1.12 to 1.38). The risk increased as number of exposed agents increased (Ptrend<0.001) or duration of exposure elongated (Ptrend<0.001). When jointly considering exposure to any occupational inhalable agents, smoking and high GRS, a markedly elevated risk for ACPA-positive RA was observed among the triple-exposed group compared with those not exposed to any (OR 18.22, 95% CI 11.77 to 28.19). Significant interactions were found between occupational inhalable agents and smoking/genetic factors (high GRS or HLA-SE) in ACPA-positive RA. CONCLUSIONS Occupational inhalable agents could act as important environmental triggers in RA development and interact with smoking and RA-risk genes leading to excessive risk for ACPA-positive RA. Future studies are warranted to assess preventive strategies aimed at reducing occupational hazards and smoking, especially among those who are genetically vulnerable.
Collapse
Affiliation(s)
- Bowen Tang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Qianwen Liu
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Anna Ilar
- Department for Knowledge-Based Policy of Health Care, National Board of Health and Welfare, Stockholm, Sweden
| | - Pernilla Wiebert
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden,Centre for Occupational and Environmental Medicine, Region Stockholm, Stockholm, Sweden
| | - Sara Hägg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Leonid Padyukov
- Division of Rheumatology, Department of Medicine and Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Lars Klareskog
- Division of Rheumatology, Department of Medicine and Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Lars Alfredsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden .,Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Occupational and Environmental Medicine, Region Stockholm, Stockholm, Sweden
| | - Xia Jiang
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
3
|
Kronzer VL, Sparks JA. Occupational inhalants, genetics and the respiratory mucosal paradigm for ACPA-positive rheumatoid arthritis. Ann Rheum Dis 2023; 82:303-305. [PMID: 36600176 DOI: 10.1136/ard-2022-223286] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 11/18/2022] [Indexed: 12/12/2022]
Affiliation(s)
| | - Jeffrey A Sparks
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA .,Department of Medicine, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
4
|
McDermott GC, Sparks JA. Invited Perspective: Air Pollutants, Genetics, and the Mucosal Paradigm for Rheumatoid Arthritis Risk. ENVIRONMENTAL HEALTH PERSPECTIVES 2023; 131:31303. [PMID: 36913236 PMCID: PMC10010382 DOI: 10.1289/ehp12167] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 11/08/2022] [Accepted: 02/06/2023] [Indexed: 06/18/2023]
Affiliation(s)
- Gregory C. McDermott
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Jeffrey A. Sparks
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| |
Collapse
|
5
|
Finckh A, Gilbert B, Hodkinson B, Bae SC, Thomas R, Deane KD, Alpizar-Rodriguez D, Lauper K. Global epidemiology of rheumatoid arthritis. Nat Rev Rheumatol 2022; 18:591-602. [PMID: 36068354 DOI: 10.1038/s41584-022-00827-y] [Citation(s) in RCA: 63] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/03/2022] [Indexed: 11/09/2022]
Abstract
Rheumatoid arthritis (RA) is a systemic autoimmune disease that predominantly affects the joints. The prevalence of RA varies globally, with generally a higher prevalence in industrialized countries, which may be explained by exposures to environmental risk factors, but also by genetic factors, differing demographics and under-reporting in other parts of the world. Over the past three decades, strong trends of the declining severity of RA probably reflect changes in treatment paradigms and overall better management of the disease. Other trends include increasing RA prevalence. Common risk factors for RA include both modifiable lifestyle-associated variables and non-modifiable features, such as genetics and sex. A better understanding of the natural history of RA, and of the factors that contribute to the development of RA in specific populations, might lead to the introduction of specific prevention strategies for this debilitating disease.
Collapse
Affiliation(s)
- Axel Finckh
- Division of Rheumatology, Department of Medicine, Geneva University Hospital (HUG), Geneva, Switzerland.
| | - Benoît Gilbert
- Division of Rheumatology, Department of Medicine, Geneva University Hospital (HUG), Geneva, Switzerland
| | - Bridget Hodkinson
- Division of Rheumatology, Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Hanyang University Institute for Rheumatology and Hanyang University Institute of Bioscience and Biotechnology, Seoul, Republic of Korea
| | - Ranjeny Thomas
- The University of Queensland Diamantina Institute, The University of Queensland, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Kevin D Deane
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Kim Lauper
- Division of Rheumatology, Department of Medicine, Geneva University Hospital (HUG), Geneva, Switzerland.,Centre for Epidemiology versus Arthritis, Centre for Musculoskeletal Research, University of Manchester, Manchester, UK
| |
Collapse
|
6
|
Kowalski EN, Qian G, Vanni KMM, Sparks JA. A Roadmap for Investigating Preclinical Autoimmunity Using Patient-Oriented and Epidemiologic Study Designs: Example of Rheumatoid Arthritis. Front Immunol 2022; 13:890996. [PMID: 35693829 PMCID: PMC9175569 DOI: 10.3389/fimmu.2022.890996] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 04/26/2022] [Indexed: 11/26/2022] Open
Abstract
Background & Aims Rheumatoid arthritis (RA) is a prototypic autoimmune disease causing inflammatory polyarthritis that affects nearly 1% of the population. RA can lead to joint destruction and disability along with increased morbidity and mortality. Similar to other autoimmune diseases, RA has distinct preclinical phases corresponding to genetic risk, lifestyle risk factors, autoantibody development, and non-specific symptoms prior to clinical diagnosis. This narrative review will detail observational studies for RA risk and clinical trials for RA prevention as a roadmap to investigating preclinical autoimmunity that could be applied to other diseases. Methods In this narrative review, we summarized previous and ongoing research studies investigating RA risk and prevention, categorizing them related to their design and preclinical phases. Results We detailed the following types of studies investigating RA risk and prevention: retrospective population-based and administrative datasets; prospective studies (case-control and cohort; some enrolling based on genetics, first-degree relative status, elevated biomarkers, or early symptoms/arthritis); and randomized clinical trials. These correspond to all preclinical RA phases (genetic, lifestyle, autoimmunity, early signs/symptoms). Previous and ongoing randomized controlled trials have enrolled individuals at very elevated risk for RA based on biomarkers, symptoms, imaging abnormalities, or early signs/symptoms. Conclusion We detailed the rich variety of study designs that is necessary to investigate distinct preclinical phases of an autoimmune disease such as RA. However, further progress is needed to fully elucidate the pathogenesis of RA that may ultimately lead to prevention or delay of disease onset.
Collapse
Affiliation(s)
- Emily N Kowalski
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, MA, United States
| | - Grace Qian
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, MA, United States
| | - Kathleen M M Vanni
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, MA, United States
| | - Jeffrey A Sparks
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, MA, United States.,Department of Medicine, Harvard Medical School, Boston, MA, United States
| |
Collapse
|
7
|
Peripheral distributions of IL-4-producing CD4 + T cells and CD4 + CD25 + FoxP3 + T cells (Tregs) in rheumatoid arthritis patients with poor response to therapy are associated with HLA shared epitope alleles and ACPA status. Immunol Res 2022; 70:481-492. [PMID: 35445929 DOI: 10.1007/s12026-022-09281-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 04/12/2022] [Indexed: 11/05/2022]
Abstract
Specific profiling of CD4 + T cell subsets in the circulation and inflamed joints of rheumatoid arthritis (RA) patients may have therapeutic implications. This study aimed to evaluate the peripheral distributions of Th2 and Treg cells in relation to HLA-shared epitope (SE) alleles and anti-cyclic citrullinated peptide antibody (ACPAs) status in patients with good response (GR) and poor response (PR) to treatment. The frequencies of IL-4-producing CD4 + T cells (Th2) and CD4 + CD25 + Foxp3 + T cells (Tregs) were determined by flow cytometry in 167 RA patients including 114 GR and 53 PR cases. CD4 + T cell subsets were also analyzed based on HLA-SE and ACPAs statuses. One hundred nine of 167 patients were positives for HLA-SE, 63.4% for ACPAs, 43.7% for SE/ACPAs and 14.9% were negatives for SE/ACPAs. Higher frequencies of Th2 (P = 0.001) and Treg cells (P = 0.03) were found in the patients versus controls. Increased and decreased frequencies of Th2 and Tregs cells were observed in the PR versus GR patients respectively (P = 0.003 and P = 0.004). Higher proportions of Th2 cells were observed in the SE+RA versus SE-RA (P = 0.001), in ACPA+RA versus ACPA-RA (P = 0.005) and in the SE+ACPA+RA versus SE-ACPA-RA patients (P = 0.002). Treg cells frequencies decreased in the SE+RA versus SE-RA (P = 0.03) and in SE+ACPA+RA versus SE-ACPA-RA (P = 0.02). ACPA+GR and SE+PR patients showed higher proportions of Th2 cells than ACPA-GR and SE-PR patients respectively (P = 0.02 and P = 0.01). Analysis of the CD4 + T cell subsets profiles in conjunction with genetic background and autoantibodies patterns can be useful for precise therapeutic response monitoring in the RA patients.
Collapse
|
8
|
Kronzer VL, Huang W, Crowson CS, Davis JM, Vassallo R, Doyle TJ, Losina E, Sparks JA. Timing of sinusitis and other respiratory tract diseases and risk of rheumatoid arthritis. Semin Arthritis Rheum 2022; 52:151937. [PMID: 35042150 PMCID: PMC8820230 DOI: 10.1016/j.semarthrit.2021.11.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/02/2021] [Accepted: 11/15/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To investigate the association between timing of respiratory tract diseases and risk of rheumatoid arthritis (RA). METHODS This case-control study using the Mass General Brigham Biobank matched incident RA cases, confirmed by ACR/EULAR criteria, with at least seven years preceding electronic health record (EHR) data to three controls on age, sex, and EHR history from RA diagnosis (index date). We ascertained timing (>0-5 years/>5-10 years/>10 years) of the first documented respiratory tract disease prior to index date using diagnosis codes. We estimated odds ratios (OR) with 95% confidence intervals (CI) for RA for each respiratory exposure using logistic regression models, adjusting for potential confounders. We also conducted a stratified analysis by serostatus and smoking. RESULTS We identified 625 incident RA cases (median 56 years, 75% female, 57% seropositive) and 1,875 controls. Acute sinusitis was associated with RA only in the >5 to 10 years before RA (OR 3.90, 95% CI:1.90,8.01). In contrast, pneumonia was associated with RA only in the >0 to 5 years before RA (OR 1.73, 95% CI:1.00,3.00), and chronic respiratory tract diseases only >10 years before RA (OR 1.43, 95% CI:1.00,2.05). All respiratory tract diseases tended to show a stronger association with seronegative RA than seropositive RA, although the interaction was statistically significant only for chronic sinusitis (p=0.04). Respiratory diseases showed a nonsignificantly stronger association among smokers than nonsmokers. CONCLUSION Sinusitis and other respiratory diseases are associated with increased risk of RA, especially 5 years before RA onset. RA may begin many years before clinical onset.
Collapse
Affiliation(s)
- Vanessa L Kronzer
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA.,Corresponding Author: Vanessa L. Kronzer, , 200 First Street SW, Rochester, MN 55905, P: 651-308-1523 F: 507-266-1799
| | - Weixing Huang
- Division of Rheumatology, Inflammation, and Immunity; Brigham and Women’s Hospital; Harvard Medical School; Boston, USA
| | - Cynthia S. Crowson
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA.,Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - John M. Davis
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Robert Vassallo
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Tracy J. Doyle
- Division of Pulmonary and Critical Care; Brigham and Women’s Hospital and Harvard Medical School; Boston, USA
| | - Elena Losina
- Department of Orthopedic Surgery; Brigham and Women’s Hospital; Boston, USA,Department of Biostatistics; Boston University School of Public Health; Boston, USA
| | - Jeffrey A Sparks
- Division of Rheumatology, Inflammation, and Immunity; Brigham and Women’s Hospital; Harvard Medical School; Boston, USA
| |
Collapse
|
9
|
McCormick N, Yokose C, Lu N, Joshi AD, Curhan GC, Choi HK. Impact of adiposity on risk of female gout among those genetically predisposed: sex-specific prospective cohort study findings over >32 years. Ann Rheum Dis 2021; 81:556-563. [PMID: 34857519 DOI: 10.1136/annrheumdis-2021-221635] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 11/09/2021] [Indexed: 12/22/2022]
Abstract
OBJECTIVES To evaluate the joint (combined) association of excess adiposity and genetic predisposition with the risk of incident female gout, and compare to their male counterparts; and determine the proportion attributable to body mass index (BMI) only, genetic risk score (GRS) only, and to their interaction. METHODS We prospectively investigated potential gene-BMI interactions in 18 244 women from the Nurses' Health Study and compared with 10 888 men from the Health Professionals Follow-Up Study. GRS for hyperuricaemia was derived from 114 common urate-associated single nucleotide polymorphisms. RESULTS Multivariable relative risk (RR) for female gout was 1.49 (95% CI 1.42 to 1.56) per 5 kg/m2 increment of BMI and 1.43 (1.35 to 1.52) per SD increment in the GRS. For their joint association of BMI and GRS, RR was 2.18 (2.03 to 2.36), more than the sum of each individual factor, indicating significant interaction on an additive scale (p for interaction <0.001). The attributable proportions of joint effect for female gout were 42% (37% to 46%) to adiposity, 37% (32% to 42%) to genetic predisposition and 22% (16% to 28%) to their interaction. Additive interaction among men was smaller although still significant (p interaction 0.002, p for heterogeneity 0.04 between women and men), and attributable proportion of joint effect was 14% (6% to 22%). CONCLUSIONS While excess adiposity and genetic predisposition both are strongly associated with a higher risk of gout, the excess risk of both combined was higher than the sum of each, particularly among women.
Collapse
Affiliation(s)
- Natalie McCormick
- Division of Rheumatology, Allergy and Immunology, Massachusetts General Hospital, Boston, Massachusetts, USA .,Arthritis Research Canada, Vancouver, British Columbia, Canada.,Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Chio Yokose
- Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Rheumatology Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Na Lu
- Arthritis Research Canada, Vancouver, British Columbia, Canada.,Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Amit D Joshi
- Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Clinical Translational Epidemiology Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Gary C Curhan
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Division of Renal Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Hyon K Choi
- Arthritis Research Canada, Vancouver, British Columbia, Canada .,Division of Rheumatology, Allergy and Immunology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| |
Collapse
|
10
|
Kronzer VL, Huang W, Zaccardelli A, Crowson CS, Davis JM, Vassallo R, Doyle TJ, Losina E, Sparks JA. Association of sinusitis and upper respiratory tract diseases with incident rheumatoid arthritis: A case-control study. J Rheumatol 2021; 49:358-364. [PMID: 34654732 DOI: 10.3899/jrheum.210580] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/05/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE We aimed to determine whether specific respiratory tract diseases are associated with increased rheumatoid arthritis (RA) risk. METHODS This case-control study within the Mass General Brigham Biobank matched newly diagnosed RA cases to three controls on age, sex, and electronic health record history. We identified RA using a validated algorithm and confirmed by medical record review. Respiratory tract disease exposure required one inpatient or two outpatient codes at least two years before index date of RA clinical diagnosis or matched date. Logistic regression models calculated odds ratios (OR) for RA with 95% confidence intervals (CI), adjusting for confounders. We then stratified by serostatus ("seropositive" was positive rheumatoid factor and/or anti-citrullinated protein antibodies) and smoking. RESULTS We identified 741 RA cases and 2,223 controls (both median age 55, 76% female). Acute sinusitis (OR 1.61, 95% CI:1.05,2.45), chronic sinusitis (OR 2.16, 95% CI:1.39,3.35), and asthma (OR 1.39, 95% CI:1.03,1.87) were associated with increased risk of RA. Acute respiratory tract disease burden during the pre-index exposure period was also associated with increased RA risk (OR 1.30 per 10 codes, 95% CI:1.08,1.55). Acute pharyngitis was associated with seronegative (OR 1.68, 95% CI:1.02,2.74) but not seropositive RA; chronic rhinitis/pharyngitis was associated with seropositive (OR 2.46, 95% CI:1.01,5.99) but not seronegative RA. Respiratory tract diseases tended towards higher associations in smokers, especially >10 packyears (OR 1.52, 95% CI:1.02,2.27; p=0.10 for interaction). CONCLUSION Acute/chronic sinusitis and pharyngitis and acute respiratory burden increased RA risk. The mucosal paradigm of RA pathogenesis may involve the upper respiratory tract.
Collapse
Affiliation(s)
- Vanessa L Kronzer
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| | - Weixing Huang
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| | - Alessandra Zaccardelli
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| | - Cynthia S Crowson
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| | - John M Davis
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| | - Robert Vassallo
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| | - Tracy J Doyle
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| | - Elena Losina
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| | - Jeffrey A Sparks
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA; Division of Rheumatology, Inflammation, and Immunity; Brigham and Women's Hospital; Harvard Medical School; Boston, USA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA; Division of Pulmonary and Critical Care; Brigham and Women's Hospital and Harvard Medical School; Boston, USA; Department of Orthopedic Surgery; Brigham and Women's Hospital; Boston, USA. Funding: This study was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases awards NIH-P30-AR072577 (VERITY Pilot & Feasibility award to VLK), K23 AR069688 (JAS), R03 AR075886 (JAS), L30 AR066953 (JAS), R03 HL148484 (TJD), and P30 AR070253 (Joint Biology Consortium). It was also supported by the R Bridge Award (JAS) from the Rheumatology Research Foundation. The funders had no role in the decision to publish or preparation of this manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard University, its affiliated academic health care centers, or the National Institutes of Health. Conflict of interest: The authors declare no conflicts of interest related to this work. Corresponding Author: Vanessa L. Kronzer, 200 First Street SW, Rochester, MN 55905
| |
Collapse
|
11
|
Bouzit L, Malspeis S, Sparks JA, Cui J, Karlson EW, Yoshida K, Costenbader KH. Assessing improved risk prediction of rheumatoid arthritis by environmental, genetic, and metabolomic factors. Semin Arthritis Rheum 2021; 51:1016-1022. [PMID: 34416623 PMCID: PMC8475497 DOI: 10.1016/j.semarthrit.2021.07.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 06/29/2021] [Accepted: 07/06/2021] [Indexed: 01/10/2023]
Abstract
OBJECTIVE We sought to improve seropositive rheumatoid arthritis (RA) risk prediction using a novel weighted genetic risk score (wGRS) and preclinical plasma metabolites associated with RA risk. Predictive performance was compared to previously validated models including RA-associated environmental factors. METHODS This nested case-control study matched incident seropositive RA cases (meeting ACR 1987 or EULAR/ACR 2010 criteria) in the Nurses' Health Studies (NHS) to two controls on age, blood collection features, and post-menopausal hormone use at pre-RA blood draw. Environmental variables were measured at the questionnaire cycle preceding blood draw. Four models were generated and internally validated using a bootstrapped optimism estimate: (a) base with environmental factors (E), (b) environmental, genetic and gene-environment interaction factors (E + G + GEI), c) environmental and metabolic factors (E + M), and d) all factors (E + G + GEI + M). A fifth model including all factors and interaction terms was fit using ridge regression and cross-validation. Models were compared using area under the receiver operating characteristic curve (AUC). RESULTS 150 pre-RA cases and 455 matched controls were included. The E model yielded an optimism-corrected AUC of 0.622. The E + M model did not show improvement over the E model (corrected AUC 0.620). Including genetic factors increased prediction, producing corrected AUCs of 0.677 in the E + G + GEI model and 0.674 in the E + G + GEI + M model. Similarly, the performance of the cross-validated ridge regression model yielded an AUC of 0.657. CONCLUSION Addition of wGRS and gene-environment interaction improved seropositive RA risk prediction models. Preclinical metabolite levels did not significantly contribute to prediction.
Collapse
Affiliation(s)
- Lilia Bouzit
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA 02115, USA; Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
| | - Susan Malspeis
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jeffrey A Sparks
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jing Cui
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Elizabeth W Karlson
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kazuki Yoshida
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Karen H Costenbader
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
12
|
Liu B, Shao Y, Fu R. Current research status of HLA in immune-related diseases. IMMUNITY INFLAMMATION AND DISEASE 2021; 9:340-350. [PMID: 33657268 PMCID: PMC8127548 DOI: 10.1002/iid3.416] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 02/13/2021] [Accepted: 02/16/2021] [Indexed: 02/06/2023]
Abstract
Human leukocyte antigen (HLA), also known as human major histocompatibility complex (MHC), is encoded by the HLA gene complex, and is currently known to have the highest gene density and the most polymorphisms among human chromosomal areas. HLA is divided into class I antigens, class II antigens, and class III antigens according to distribution and function. Classical HLA class I antigens include HLA-A, HLA-B, and HLA-C; HLA class II antigens include HLA-DP, HLA-DQ, and HLA-DR; nonclassical HLA class I and II molecules include HLA-F, E, H, X, DN, DO, and DM; and others, such as complement, are class III antigens. HLA is closely related to the body's immune response, regulation, and surveillance and is of great significance in the study of autoimmune diseases, tumor immunity, organ transplantation, and reproductive immunity. HLA is an important research topic that bridges immunology and clinical diseases. With the development of research methods and technologies, there will be more discoveries and broader prospects.
Collapse
Affiliation(s)
- Bingnan Liu
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, PR China
| | - Yuanyuan Shao
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, PR China
| | - Rong Fu
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, PR China
| |
Collapse
|
13
|
Yoshida K, Lin TC, Wei MY, Malspeis S, Chu SH, Camargo CA, Raby BA, Choi HK, Tedeschi SK, Barbhaiya M, Lu B, Costenbader KH, Karlson EW, Sparks JA. Roles of Postdiagnosis Accumulation of Morbidities and Lifestyle Changes in Excess Total and Cause-Specific Mortality Risk in Rheumatoid Arthritis. Arthritis Care Res (Hoboken) 2021; 73:188-198. [PMID: 31811708 DOI: 10.1002/acr.24120] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 12/03/2019] [Indexed: 12/28/2022]
Abstract
OBJECTIVE To elucidate how postdiagnosis multimorbidity and lifestyle changes contribute to the excess mortality of rheumatoid arthritis (RA). METHODS We performed a matched cohort study among women in the Nurses' Health Study (1976-2018). We identified women with incident RA and matched each by age and year to 10 non-RA comparators at the RA diagnosis index date. Specific causes of death were ascertained via death certificates and medical record review. Lifestyle and morbidity factors were reported biennially; 61 chronic conditions were combined into the Multimorbidity Weighted Index (MWI). After adjusting for baseline confounders, we used inverse probability weighting analysis to examine the mediating influence of postindex MWI scores and lifestyle factors on total, cardiovascular, and respiratory mortality, comparing women with RA to their matched comparators. RESULTS We identified 1,007 patients with incident RA and matched them to 10,070 non-RA comparators. After adjusting for preindex confounders, we found that hazard ratios (HRs) and 95% confidence intervals (95% CIs) were higher for total mortality (HR 1.46 [95% CI 1.32, 1.62]), as well as cardiovascular (HR 1.54 [95% CI 1.22, 1.94]) and respiratory (HR 2.75 [95% CI 2.05, 3.71]) mortality in patients with RA compared to non-RA comparators. Adjusting for postindex lifestyle factors (physical activity, body mass index, diet, smoking) attenuated but did not substantially account for this excess RA mortality. After additional adjustment for postindex MWI scores, patients with RA had HRs of 1.18 (95% CI 1.05, 1.32) for total, 1.19 (95% CI 0.94, 1.51) for cardiovascular, and 1.93 (95% CI 1.42, 2.62) for respiratory mortality. CONCLUSION We found that MWI scores substantially accounted for the excess total and cardiovascular mortality among women with RA. This finding underscores the importance of monitoring for the total disease burden as a whole in monitoring patients with RA.
Collapse
Affiliation(s)
- Kazuki Yoshida
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | | | | | - Su H Chu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Carlos A Camargo
- Harvard Medical School, Brigham and Women's Hospital, and, Massachusetts General Hospital, Boston, Massachusetts
| | - Benjamin A Raby
- Harvard Medical School, Brigham and Women's Hospital, and Boston Children's Hospital, Boston, Massachusetts
| | - Hyon K Choi
- Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts
| | - Sara K Tedeschi
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Medha Barbhaiya
- Hospital for Special Surgery and Weill Cornell Medical College, New York, New York
| | - Bing Lu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Karen H Costenbader
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Elizabeth W Karlson
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
14
|
Inhalants other than personal cigarette smoking and risk for developing rheumatoid arthritis. Curr Opin Rheumatol 2021; 32:279-288. [PMID: 32141952 DOI: 10.1097/bor.0000000000000705] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE OF REVIEW The current review summarizes the current evidence on inhalants other than personal cigarette smoking and risk for developing rheumatoid arthritis (RA). RECENT FINDINGS Personal cigarette smoking has been implicated as an environmental risk factor for seropositive RA, perhaps by inducing autoimmunity at pulmonary mucosa. Since many patients with RA are nonsmokers, other inhalants are being investigated as potential RA risk factors. Recent case-control and cohort studies have investigated passive cigarette smoking, air pollution, inhalant-related occupations, silica, pesticides, household environment, and allergic inhalants as inhalant exposures for RA risk. Inhalant-related occupations and silica inhalants have the most consistent evidence for associations with increased RA risk. However, most studies relied on retrospective designs and had limited ability to adjust for personal cigarette smoking or investigate associations among nonsmokers. SUMMARY Several inhalants other than personal cigarette smoking may be associated with increased risk for developing RA. These results support the hypothesis that inhalants, pulmonary mucosal inflammation, and RA pathogenesis may be linked. Future studies are needed to firmly establish the independence of these findings from personal cigarette smoking and to determine the specific inhalants and biologic mechanisms related to RA pathogenesis.
Collapse
|
15
|
Kwon YC, Lim J, Bang SY, Ha E, Hwang MY, Yoon K, Choe JY, Yoo DH, Lee SS, Lee J, Chung WT, Kim TH, Sung YK, Shim SC, Choi CB, Jun JB, Kang YM, Shin JM, Lee YK, Cho SK, Kim BJ, Lee HS, Kim K, Bae SC. Genome-wide association study in a Korean population identifies six novel susceptibility loci for rheumatoid arthritis. Ann Rheum Dis 2020; 79:1438-1445. [PMID: 32723749 PMCID: PMC7569386 DOI: 10.1136/annrheumdis-2020-217663] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 06/30/2020] [Accepted: 06/30/2020] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Genome-wide association studies (GWAS) in rheumatoid arthritis (RA) have discovered over 100 RA loci, explaining patient-relevant RA pathogenesis but showing a large fraction of missing heritability. As a continuous effort, we conducted GWAS in a large Korean RA case-control population. METHODS We newly generated genome-wide variant data in two independent Korean cohorts comprising 4068 RA cases and 36 487 controls, followed by a whole-genome imputation and a meta-analysis of the disease association results in the two cohorts. By integrating publicly available omics data with the GWAS results, a series of bioinformatic analyses were conducted to prioritise the RA-risk genes in RA loci and to dissect biological mechanisms underlying disease associations. RESULTS We identified six new RA-risk loci (SLAMF6, CXCL13, SWAP70, NFKBIA, ZFP36L1 and LINC00158) with pmeta<5×10-8 and consistent disease effect sizes in the two cohorts. A total of 122 genes were prioritised from the 6 novel and 13 replicated RA loci based on physical distance, regulatory variants and chromatin interaction. Bioinformatics analyses highlighted potentially RA-relevant tissues (including immune tissues, lung and small intestine) with tissue-specific expression of RA-associated genes and suggested the immune-related gene sets (such as CD40 pathway, IL-21-mediated pathway and citrullination) and the risk-allele sharing with other diseases. CONCLUSION This study identified six new RA-associated loci that contributed to better understanding of the genetic aetiology and biology in RA.
Collapse
Affiliation(s)
- Young-Chang Kwon
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
| | - Jiwoo Lim
- Department of Biology and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - So-Young Bang
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Eunji Ha
- Department of Biology and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Mi Yeong Hwang
- Division of Genome Research, Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Cheongju, Republic of Korea
| | - Kyungheon Yoon
- Division of Genome Research, Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Cheongju, Republic of Korea
| | - Jung-Yoon Choe
- Department of Rheumatology, Catholic University of Daegu School of Medicine, Daegu, Republic of Korea
| | - Dae-Hyun Yoo
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Shin-Seok Lee
- Division of Rheumatology, Department of Internal Medicine, Chonnam National University Medical School and Hospital, Gwangju, Republic of Korea
| | - Jisoo Lee
- Division of Rheumatology, Ewha Womans University School of Medicine, Seoul, Republic of Korea
| | - Won Tae Chung
- Department of Internal Medicine, Dong-A University Hospital, Busan, Republic of Korea
| | - Tae-Hwan Kim
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Yoon-Kyoung Sung
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Seung-Cheol Shim
- Division of Rheumatology, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
| | - Chan-Bum Choi
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Jae-Bum Jun
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Young Mo Kang
- Division of Rheumatology, Department of Internal Medicine, Kyungpook National University Hospital, Daegu, Republic of Korea
| | - Jung-Min Shin
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Yeon-Kyung Lee
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Soo-Kyung Cho
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Bong-Jo Kim
- Division of Genome Research, Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Cheongju, Republic of Korea
| | - Hye-Soon Lee
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| | - Kwangwoo Kim
- Department of Biology and Department of Life and Nanopharmaceutical Sciences, Kyung Hee University, Seoul, Republic of Korea
| | - Sang-Cheol Bae
- Hanyang University Institute for Rheumatology Research, Seoul, Republic of Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea
| |
Collapse
|
16
|
Cui J, Raychaudhuri S, Karlson EW, Speyer C, Malspeis S, Guan H, Sparks JA, Ni H, Liu X, Stevens E, Williams JN, Davenport EE, Knevel R, Costenbader KH. Interactions Between Genome-Wide Genetic Factors and Smoking Influencing Risk of Systemic Lupus Erythematosus. Arthritis Rheumatol 2020; 72:1863-1871. [PMID: 32969204 DOI: 10.1002/art.41414] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 06/12/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE To identify interactions between genetic factors and current or recent smoking in relation to risk of developing systemic lupus erythematosus (SLE). METHODS For the study, 673 patients with SLE (diagnosed according to the American College of Rheumatology 1997 updated classification criteria) were matched by age, sex, and race (first 3 genetic principal components) to 3,272 control subjects without a history of connective tissue disease. Smoking status was classified as current smoking/having recently quit smoking within 4 years before diagnosis (or matched index date for controls) versus distant past/never smoking. In total, 86 single-nucleotide polymorphisms and 10 classic HLA alleles previously associated with SLE were included in a weighted genetic risk score (wGRS), with scores dichotomized as either low or high based on the median value in control subjects (low wGRS being defined as less than or equal to the control median; high wGRS being defined as greater than the control median). Conditional logistic regression models were used to estimate both the risk of SLE and risk of anti-double-stranded DNA autoantibody-positive (dsDNA+) SLE. Additive interactions were assessed using the attributable proportion (AP) due to interaction, and multiplicative interactions were assessed using a chi-square test (with 1 degree of freedom) for the wGRS and for individual risk alleles. Separate repeated analyses were carried out among subjects of European ancestry only. RESULTS The mean ± SD age of the SLE patients at the time of diagnosis was 36.4 ± 15.3 years. Among the 673 SLE patients included, 92.3% were female and 59.3% were dsDNA+. Ethnic distributions were as follows: 75.6% of European ancestry, 4.5% of Asian ancestry, 11.7% of African ancestry, and 8.2% classified as other ancestry. A high wGRS (odds ratio [OR] 2.0, P = 1.0 × 10-51 versus low wGRS) and a status of current/recent smoking (OR 1.5, P = 0.0003 versus distant past/never smoking) were strongly associated with SLE risk, with significant additive interaction (AP 0.33, P = 0.0012), and associations with the risk of anti-dsDNA+ SLE were even stronger. No significant multiplicative interactions with the total wGRS (P = 0.58) or with the HLA-only wGRS (P = 0.06) were found. Findings were similar in analyses restricted to only subjects of European ancestry. CONCLUSION The strong additive interaction between an updated SLE genetic risk score and current/recent smoking suggests that smoking may influence specific genes in the pathogenesis of SLE.
Collapse
Affiliation(s)
- Jing Cui
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Soumya Raychaudhuri
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Elizabeth W Karlson
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Cameron Speyer
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Susan Malspeis
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Hongshu Guan
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Hongru Ni
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Xinyi Liu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Emma Stevens
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jessica N Williams
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Emma E Davenport
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Rachel Knevel
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, and Leiden University Medical Center, Leiden, The Netherlands
| | - Karen H Costenbader
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
17
|
Klareskog L, Rönnelid J, Saevarsdottir S, Padyukov L, Alfredsson L. The importance of differences; On environment and its interactions with genes and immunity in the causation of rheumatoid arthritis. J Intern Med 2020; 287:514-533. [PMID: 32176395 DOI: 10.1111/joim.13058] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 02/03/2020] [Accepted: 02/25/2020] [Indexed: 12/19/2022]
Abstract
The current review uses rheumatoid arthritis (RA) as a prominent example for how studies on the interplay between environmental and genetic factors in defined subsets of a disease can be used to formulate aetiological hypotheses that subsequently can be tested for causality using molecular and functional studies. Major discussed findings are that exposures to airways from many different noxious agents including cigarette smoke, silica dust and more interact with major susceptibility genes, mainly HLA-DR genetic variants in triggering antigen-specific immune reactions specific for RA. We also discuss how several other environmental and lifestyle factors, including microbial, neural and metabolic factors, can influence risk for RA in ways that are different in different subsets of RA.The description of these processes in RA provides the best example so far in any immune-mediated disease of how triggering of immunity at one anatomical site in the context of known environmental and genetic factors subsequently can lead to symptoms that precede the classical inflammatory disease symptoms and later contribute also to the classical RA joint inflammation. The findings referred to in the review have led to a change of paradigms for very early therapy and prevention of RA and to efforts towards what we have named 'personalized prevention'. We believe that the progress described here for RA will be of relevance for research and practice also in other immune-mediated diseases.
Collapse
Affiliation(s)
- L Klareskog
- From the, Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital (Solna), Stockholm, Sweden
| | - J Rönnelid
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - S Saevarsdottir
- Division of Clinical Epidemiology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital (Solna), Stockholm, Sweden.,Faculty of Medicine, School of Health Sciences, University of Iceland, Karolinska Institutet, Stockholm, Sweden
| | - L Padyukov
- From the, Division of Rheumatology, Department of Medicine, Karolinska Institutet and Karolinska University Hospital (Solna), Stockholm, Sweden
| | - L Alfredsson
- Institute for Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
18
|
Anti-HLA Class II Antibodies Correlate with C-Reactive Protein Levels in Patients with Rheumatoid Arthritis Associated with Interstitial Lung Disease. Cells 2020; 9:cells9030691. [PMID: 32168865 PMCID: PMC7140697 DOI: 10.3390/cells9030691] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 02/26/2020] [Accepted: 02/29/2020] [Indexed: 01/08/2023] Open
Abstract
The pathogenesis of Rheumatoid Arthritis (RA) is not fully understood, probably influenced by genetic and environmental factors. Interstitial Lung Disease (ILD) is an extra-articular manifestation of RA, which contributes significantly to morbidity and mortality. The identification of anti-HLA antibodies has been useful in the transplantation field; however, its contribution to autoimmune diseases as RA has not been fully studied. We aimed to determine the presence of anti-HLA antibodies in RA patients with and without ILD and its possible association with clinical and biochemical markers. One-hundred and forty-seven RA patients, of which 65 had ILD (RA-ILD group), were included. Sera samples for Anti-HLA Class II LABScreen panel-reactive antibodies (PRA) were analyzed. In both groups, women predominated, and lung function was worse in patients with ILD. The anti-CCP+ (UI/mL) was higher in the RA group in comparison to RA-ILD (p < 0.001). Expositional risk factors (tobacco smoking and biomass-burning smoke) were higher in RA-ILD patients. PRA+ was identified in ~25% RA-ILD patients, while ~29% in the RA group. The CRP levels have a positive correlation with the percentage of reactivity (%PRA, p = 0.02, r2 = 0.60) in the RA-ILD group. In conclusion, anti-HLA antibodies correlate with C-reactive protein levels in RA patients with ILD.
Collapse
|
19
|
Liu X, Tedeschi SK, Barbhaiya M, Leatherwood CL, Speyer CB, Lu B, Costenbader KH, Karlson EW, Sparks JA. Impact and Timing of Smoking Cessation on Reducing Risk of Rheumatoid Arthritis Among Women in the Nurses' Health Studies. Arthritis Care Res (Hoboken) 2020; 71:914-924. [PMID: 30790475 DOI: 10.1002/acr.23837] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Accepted: 01/22/2019] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To investigate the impact and timing of smoking cessation on developing rheumatoid arthritis (RA) and serologic phenotypes. METHODS We investigated smoking cessation and RA risk in the Nurses' Health Study (NHS) (1976-2014) and the NHS II (1989-2015). Smoking exposures and covariates were obtained by biennial questionnaires. Self-reported RA was confirmed by medical record review for American College of Rheumatology/European League Against Rheumatism criteria. Cox regression was used to estimate hazard ratios (HRs) and 95% confidence intervals (95% CIs) for RA serologic phenotypes (all, seropositive, seronegative) according to smoking status, intensity, pack-years, and years since cessation. RESULTS Among 230,732 women, we identified 1,528 incident cases of RA (63.4% of which were seropositive) during 6,037,151 person-years of follow-up. Compared with never smoking, current smoking increased the risk of all RA (multivariable HR 1.47, 95% CI 1.27-1.72) and seropositive RA (HR 1.67, 95% CI 1.38-2.01) but not seronegative RA (HR 1.20, 95% CI 0.93-1.55). An increasing number of smoking pack-years was associated with an increased trend for the risk of all RA (P < 0.0001) and seropositive RA (P < 0.0001). With increasing duration of smoking cessation, a decreased trend for the risk of all RA was observed (P = 0.009) and seropositive RA (P = 0.002). Compared to recent quitters (<5 years), those who quit ≥30 years ago had an HR of 0.63 (95% CI 0.44-0.90) for seropositive RA. However, a modestly increased risk of RA was still detectable 30 years after quitting smoking (for all RA, HR 1.25 [95% CI 1.02-1.53]; for seropositive RA, HR 1.30 [95% CI 1.01-1.68]; reference, never smoking). CONCLUSION These results confirm that smoking is a strong risk factor for developing seropositive RA and demonstrate for the first time that a behavior change of sustained smoking cessation could delay or even prevent seropositive RA.
Collapse
Affiliation(s)
- Xinyi Liu
- Brigham and Women's Hospital, Boston, Massachusetts
| | - Sara K Tedeschi
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | | | | | - Bing Lu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Karen H Costenbader
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Elizabeth W Karlson
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
20
|
Circulating IFN-γ producing CD4+ T cells and IL-17A producing CD4+ T cells, HLA-shared epitope and ACPA may characterize the clinical response to therapy in rheumatoid arthritis patients. Hum Immunol 2020; 81:228-236. [PMID: 32107036 DOI: 10.1016/j.humimm.2020.02.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 01/10/2020] [Accepted: 02/18/2020] [Indexed: 01/09/2023]
Abstract
This study analyzed the association between peripheral distributions of helper T cell subsets, HLA shared-epitope (SE), anti-cyclic citrullinated peptide antibody (ACPA) and clinical response to therapy in rheumatoid arthritis (RA) patients. Frequencies of IFN-γ-producing CD4+T (Th1) and IL-17A-producing CD4+T (Th17) cells were determined by flow cytometry in 167 patients (114 cases with good-response (GR) and 53 poor-response (PR) based on DAS28). HLA-DRB1 alleles for patients and 150 healthy controls were determined by PCR-SSP. We observed that 65.2% of RA patients were SE+, 63.4%ACPA+, 43.7%SE+ACPA+ and 14.9% were SE-ACPA-. Higher significantly proportions of Th1 and Th17 cells were found in RA patients than controls (P < 0.05) as well as in the SE+ or ACPA+RA patients compared to SE- and ACPA- patients. Increased frequencies of both Th subsets were found in SE+ACPA+ versus SE-ACPA- patients (P < 0.001) and in the PR versus GR group (P < 0.001). We showed significant differences for Th cells frequencies between SE+ and SE- patients in both groups, and between ACPA+ and ACPA- cases in the PR group. Our findings suggest a close link between Th1 and Th17 cells proportions and HLA-SE/ACPA in the RA patients and remarkably in the PR group which could be indicative for the importance of immune monitoring for evaluation of response to therapy.
Collapse
|
21
|
Busch R, Kollnberger S, Mellins ED. HLA associations in inflammatory arthritis: emerging mechanisms and clinical implications. Nat Rev Rheumatol 2020; 15:364-381. [PMID: 31092910 DOI: 10.1038/s41584-019-0219-5] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Our understanding of the mechanisms underlying HLA associations with inflammatory arthritis continues to evolve. Disease associations have been refined, and interactions of HLA genotype with other genes and environmental risk factors in determining disease risk have been identified. This Review provides basic information on the genetics and molecular function of HLA molecules, as well as general features of HLA associations with disease. Evidence is discussed regarding the various peptide-dependent and peptide-independent mechanisms by which HLA alleles might contribute to the pathogenesis of three types of inflammatory arthritis: rheumatoid arthritis, spondyloarthritis and systemic juvenile idiopathic arthritis. Also discussed are HLA allelic associations that shed light on the genetic heterogeneity of inflammatory arthritides and on the relationships between adult and paediatric forms of arthritis. Clinical implications range from improved diagnosis and outcome prediction to the possibility of using HLA associations in developing personalized strategies for the treatment and prevention of these diseases.
Collapse
Affiliation(s)
- Robert Busch
- Department of Life Sciences, University of Roehampton, Whitelands College, London, UK.
| | - Simon Kollnberger
- School of Medicine, Cardiff University, UHW Main Building, Heath Park, Cardiff, UK
| | - Elizabeth D Mellins
- Department of Pediatrics, Program in Immunology, Stanford University Medical Center, Stanford, CA, USA.
| |
Collapse
|
22
|
Friedlander HM, Ford JA, Zaccardelli A, Terrio AV, Cho MH, Sparks JA. Obstructive lung diseases and risk of rheumatoid arthritis. Expert Rev Clin Immunol 2020; 16:37-50. [PMID: 31774329 DOI: 10.1080/1744666x.2019.1698293] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Introduction: Smoking is an established risk factor for both lung diseases and rheumatoid arthritis (RA). Chronic mucosal airway inflammation may result in immune tolerance loss, neoantigen formation, and production of RA-related autoantibodies that increase the subsequent risk of RA. In this review, we aimed to summarize the current evidence supporting the role of obstructive lung diseases and subsequent risk of RA.Areas covered: We identified scientific articles discussing the biologic mechanisms linking mucosal airway inflammation and RA risk. We also identified studies investigating asthma, chronic obstructive pulmonary disease, bronchiectasis, cystic fibrosis, chronic tuberculous and nontuberculous mycobacterial infections, and interstitial lung disease with subsequent risk for RA.Expert opinion: The current evidence supports the hypothesis that mucosal airway inflammation may increase the risk of developing RA. However, most studies investigating this relationship have been retrospective and may not have adequately addressed the role of smoking. Larger prospective studies may provide stronger evidence for obstructive lung disease and RA risk. Determining the role of obstructive lung disease in RA pathogenesis may provide opportunity for RA prevention and screening strategies, while identifying novel biologic mechanisms that could offer targets to improve treatment and outcomes.
Collapse
Affiliation(s)
- H Maura Friedlander
- Brigham and Women's Hospital, Division of Rheumatology, Immunology and Allergy, Boston, MA, USA
| | - Julia A Ford
- Brigham and Women's Hospital, Division of Rheumatology, Immunology and Allergy, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Alessandra Zaccardelli
- Brigham and Women's Hospital, Division of Rheumatology, Immunology and Allergy, Boston, MA, USA
| | - Alexsandra V Terrio
- Brigham and Women's Hospital, Division of Rheumatology, Immunology and Allergy, Boston, MA, USA
| | - Michael H Cho
- Harvard Medical School, Boston, MA, USA.,Brigham and Women's Hospital, Division of Pulmonary and Critical Care Medicine, Boston, MA, USA.,Brigham and Women's Hospital, Channing Division of Network Medicine, Boston, MA, USA
| | - Jeffrey A Sparks
- Brigham and Women's Hospital, Division of Rheumatology, Immunology and Allergy, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| |
Collapse
|
23
|
Ahn GY, Lee J, Won S, Ha E, Kim H, Nam B, Kim JS, Kang J, Kim JH, Song GG, Kim K, Bae SC. Identifying damage clusters in patients with systemic lupus erythematosus. Int J Rheum Dis 2019; 23:84-91. [PMID: 31762221 DOI: 10.1111/1756-185x.13745] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Revised: 09/19/2019] [Accepted: 10/17/2019] [Indexed: 12/11/2022]
Abstract
AIM Systemic lupus erythematosus (SLE) causes irreversible damage to organ systems. Recently, evidence has been obtained for subphenotypes of SLE. This study aimed to identify damage clusters and compare the associated clinical manifestations, SLE disease activity, mortality, and genetic risk scores (GRS). METHODS The study was conducted on the Hanyang BAE lupus cohort. Patients with disease duration <5 years were excluded to minimize confounding effects of disease duration. They were grouped into 3 clusters based on the Systemic Lupus International Collaborating Clinics Damage Index using k-means cluster analysis. RESULTS Among the 1130 analyzed patients, musculoskeletal damage was most prevalent (20.2%), followed by ocular (11.4%), renal (10.5%), and neuropsychiatric damage (10.2%). Three significantly different damage clusters were identified. Patients in cluster 1 (n = 824) showed the least damage. Cluster 2 (n = 195) was characterized by frequent renal (55.4%) and ocular (58.0%) damage, and cluster 3 (n = 111) was dominated by neuropsychiatric (100%) and musculoskeletal damage (35.1%). Cluster 2 had the highest adjusted mean AMS (adjusted mean SLE Disease Activity Index score; mean ± SD: 5.4 ± 2.9), while cluster 3 had the highest mortality (14.4%). Weighted GRS did not differ significantly between the clusters. CONCLUSION Patients in prevalent renal and ocular damage cluster had the highest AMS scores, while the cluster with frequent neuropsychiatric damage had the highest mortality.
Collapse
Affiliation(s)
- Ga Young Ahn
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea.,Division of Rheumatology, Department of Internal Medicine, Korea University Guro Hospital, Seoul, Korea
| | - Jiyoung Lee
- Clinical Research Center for Rheumatoid Arthritis (CRCRA), Seoul, Korea
| | - Soyoung Won
- Clinical Research Center for Rheumatoid Arthritis (CRCRA), Seoul, Korea
| | - Eunji Ha
- Department of Biology, Kyung Hee University, Seoul, Korea
| | - Hyoungyoung Kim
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Bora Nam
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Ji Soong Kim
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Juyeon Kang
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Jae-Hoon Kim
- Division of Rheumatology, Department of Internal Medicine, Korea University Guro Hospital, Seoul, Korea
| | - Gwan Gyu Song
- Division of Rheumatology, Department of Internal Medicine, Korea University Guro Hospital, Seoul, Korea
| | - Kwangwoo Kim
- Department of Biology, Kyung Hee University, Seoul, Korea
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea.,Clinical Research Center for Rheumatoid Arthritis (CRCRA), Seoul, Korea
| |
Collapse
|
24
|
Machaj F, Rosik J, Szostak B, Pawlik A. The evolution in our understanding of the genetics of rheumatoid arthritis and the impact on novel drug discovery. Expert Opin Drug Discov 2019; 15:85-99. [PMID: 31661990 DOI: 10.1080/17460441.2020.1682992] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Introduction: Rheumatoid arthritis (RA) is an autoimmune disease that is characterized by chronic inflammation of the joints and affects 1% of the population. Polymorphisms of genes that encode proteins that primarily participate in inflammation may influence RA occurrence or become useful biomarkers for certain types of anti-rheumatic treatment.Areas covered: The authors summarize the recent progress in our understanding of the genetics of RA. In the last few years, multiple variants of genes that are associated with RA risk have been identified. The development of new technologies and the detection of new potential therapeutic targets that contribute to novel drug discovery are also described.Expert opinion: There is still the need to search for new genes which may be a potential target for RA therapy. The challenge is to develop appropriate strategies for achieving insight into the molecular pathways involved in RA pathogenesis. Understanding the genetics, immunogenetics, epigenetics and immunology of RA could help to identify new targets for RA therapy. The development of new technologies has enabled the detection of a number of new genes, particularly genes associated with proinflammatory cytokines and chemokines, B- and T-cell activation pathways, signal transducers and transcriptional activators, which might be potential therapeutic targets in RA.
Collapse
Affiliation(s)
- Filip Machaj
- Department of Physiology, Pomeranian Medical University, Szczecin, Poland
| | - Jakub Rosik
- Department of Physiology, Pomeranian Medical University, Szczecin, Poland
| | - Bartosz Szostak
- Department of Physiology, Pomeranian Medical University, Szczecin, Poland
| | - Andrzej Pawlik
- Department of Physiology, Pomeranian Medical University, Szczecin, Poland
| |
Collapse
|
25
|
Terao C, Brynedal B, Chen Z, Jiang X, Westerlind H, Hansson M, Jakobsson PJ, Lundberg K, Skriner K, Serre G, Rönnelid J, Mathsson-Alm L, Brink M, Dahlqvist SR, Padyukov L, Gregersen PK, Barton A, Alfredsson L, Klareskog L, Raychaudhuri S. Distinct HLA Associations with Rheumatoid Arthritis Subsets Defined by Serological Subphenotype. Am J Hum Genet 2019; 105:616-624. [PMID: 31474319 PMCID: PMC6731376 DOI: 10.1016/j.ajhg.2019.08.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Accepted: 07/29/2019] [Indexed: 01/12/2023] Open
Abstract
Rheumatoid arthritis (RA) is the most common immune-mediated arthritis. Anti-citrullinated peptide antibodies (ACPA) are highly specific to RA and assayed with the commercial CCP2 assay. Genetic drivers of RA within the MHC are different for CCP2-positive and -negative subsets of RA, particularly at HLA-DRB1. However, aspartic acid at amino acid position 9 in HLA-B (Bpos-9) increases risk to both RA subsets. Here we explore how individual serologies associated with RA drive associations within the MHC. To define MHC differences for specific ACPA serologies, we quantified a total of 19 separate ACPAs in RA-affected case subjects from four cohorts (n = 6,805). We found a cluster of tightly co-occurring antibodies (canonical serologies, containing CCP2), along with several independently expressed antibodies (non-canonical serologies). After imputing HLA variants into 6,805 case subjects and 13,467 control subjects, we tested associations between the HLA region and RA subgroups based on the presence of canonical and/or non-canonical serologies. We examined CCP2(+) and CCP2(−) RA-affected case subjects separately. In CCP2(−) RA, we observed that the association between CCP2(−) RA and Bpos-9 was derived from individuals who were positive for non-canonical serologies (omnibus_p = 9.2 × 10−17). Similarly, we observed in CCP2(+) RA that associations between subsets of CCP2(+) RA and Bpos-9 were negatively correlated with the number of positive canonical serologies (p = 0.0096). These findings suggest unique genetic characteristics underlying fine-specific ACPAs, suggesting that RA may be further subdivided beyond simply seropositive and seronegative.
Collapse
|
26
|
Hedström AK, Rönnelid J, Klareskog L, Alfredsson L. Complex Relationships of Smoking, HLA-DRB1 Genes, and Serologic Profiles in Patients With Early Rheumatoid Arthritis: Update From a Swedish Population-Based Case-Control Study. Arthritis Rheumatol 2019; 71:1504-1511. [PMID: 30742363 PMCID: PMC6771537 DOI: 10.1002/art.40852] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 02/05/2019] [Indexed: 12/28/2022]
Abstract
Objective Smoking is associated with an increased risk of rheumatoid arthritis (RA) in subsets of patients defined according to the presence or absence of anti–citrullinated protein antibodies (ACPAs) and rheumatoid factors (RFs). Moreover, an interaction between smoking and the HLA–DRB1 shared epitope (SE) has been demonstrated to be a risk factor for seropositive RA. The aim of this study was to investigate the interplay between smoking and the HLA–DRB1 SE with regard to risk of RA in different patient subsets based on ACPA and RF status. Methods Incident cases of RA (3,645 cases, 5,883 matched controls) were divided into 4 subgroups based on the presence or absence of RF and anti–cyclic citrullinated peptide 2 (anti‐CCP2) antibodies. The influence of smoking on the risk of disease was determined in each RA subgroup, using logistic regression models with calculation of odds ratios and 95% confidence intervals (95% CIs). The potential interaction between smoking and HLA–DRB1 SE genes was evaluated by calculating the attributable proportion due to interaction (AP). Results In the RF+/anti‐CCP2+ subset of RA patients, both smoking and the presence of the HLA–DRB1 SE conferred independent disease risks, and there was a strong interaction between the 2 risk factors (AP 0.4, 95% CI 0.3, 0.5). In the RF−/anti‐CCP2+ patient subset, the HLA–DRB1 SE conferred an increased risk of RA, whereas the independent influence of smoking was limited. However, there was a significant interaction between the HLA–DRB1 SE and smoking (AP 0.2, 95% CI 0.02, 0.5). In the RF+/anti‐CCP2− patient subset, there was an increased risk of disease among smokers, which was only marginally affected by the presence of the HLA–DRB1 SE, and no interaction between the 2 factors was observed (AP 0.002, 95% CI −0.3, 0.3). In the RF−/anti‐CCP2− patient subset, neither smoking nor the presence of the HLA–DRB1 SE conferred an increased risk of RA. Conclusion These findings demonstrate different effects of smoking and HLA–DRB1 in the 4 serologically defined RA subsets.
Collapse
Affiliation(s)
| | | | - Lars Klareskog
- Karolinska Institutet at Karolinska University Hospital, Stockholm, Sweden
| | | |
Collapse
|
27
|
Predicting Rheumatoid Arthritis in At-risk Individuals. Clin Ther 2019; 41:1286-1298. [DOI: 10.1016/j.clinthera.2019.04.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 03/26/2019] [Accepted: 04/10/2019] [Indexed: 12/18/2022]
|
28
|
Zaccardelli A, Friedlander HM, Ford JA, Sparks JA. Potential of Lifestyle Changes for Reducing the Risk of Developing Rheumatoid Arthritis: Is an Ounce of Prevention Worth a Pound of Cure? Clin Ther 2019; 41:1323-1345. [PMID: 31196646 PMCID: PMC6684958 DOI: 10.1016/j.clinthera.2019.04.021] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 03/26/2019] [Accepted: 04/11/2019] [Indexed: 12/11/2022]
Abstract
PURPOSE Lifestyle may be important in the development of rheumatoid arthritis (RA). Therefore, changing behaviors may delay or even prevent RA onset. This article reviews the evidence basis for the associations of lifestyle factors with RA risk and considers future directions for possible interventions to reduce RA risk. METHODS The literature was reviewed for cross-sectional studies, case-control studies, cohort studies, and clinical trials investigating potentially modifiable lifestyle factors and RA risk or surrogate outcomes on the path toward development such as RA-related autoimmunity or inflammatory arthritis. The evidence related to cigarette smoking, excess weight, dietary intake, physical activity, and dental health for RA risk were summarized. FINDINGS Cigarette smoking has the strongest evidence base as a modifiable lifestyle behavior for increased seropositive RA risk. Smoking may increase seropositive RA risk through gene-environment interactions, increasing inflammation and citrullination locally in pulmonary/oral mucosa or systemically, thereby inducing RA-related autoimmunity. Prolonged smoking cessation may reduce seropositive RA risk. Evidence suggests that excess weight can increase RA risk, although this effect may differ according to sex, serologic status, and age at RA onset. TDietary intake may also affect RA risk: overall healthier patterns, high fish/omega-3 polyunsaturated fatty acid consumption, and moderate alcohol intake may reduce RA risk, whereas caffeine and sugar-sweetened soda consumption might increase RA risk. The impact of physical activity is less clear, but high levels may reduce RA risk. Periodontal disease might induce citrullination and RA-related autoimmunity, but the effect of dental hygiene behaviors on RA risk is unclear. Although the effect size estimates for these lifestyle factors on RA risk are generally modest, there may be relatively large public health benefits for targeted interventions given the high prevalence of these unhealthy behaviors. With the exception of smoking cessation, the impact of behavior change of these lifestyle factors on subsequent RA risk has not been established. Nearly all of the evidence for lifestyle factors and RA risk were derived from observational studies. IMPLICATIONS There are many potentially modifiable lifestyle factors that may affect RA risk. Improving health behaviors could have large public health benefits for RA risk given the high prevalence of many of the RA risk-related lifestyle factors. However, future research is needed to establish the effects of lifestyle changes on RA risk or surrogate outcomes such as RA-related autoimmunity or inflammatory arthritis.
Collapse
Affiliation(s)
- Alessandra Zaccardelli
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA
| | - H Maura Friedlander
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA
| | - Julia A Ford
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Jeffrey A Sparks
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
29
|
Sparks JA, O'Reilly ÉJ, Barbhaiya M, Tedeschi SK, Malspeis S, Lu B, Willett WC, Costenbader KH, Karlson EW. Association of fish intake and smoking with risk of rheumatoid arthritis and age of onset: a prospective cohort study. BMC Musculoskelet Disord 2019; 20:2. [PMID: 30611246 PMCID: PMC6320647 DOI: 10.1186/s12891-018-2381-3] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 12/17/2018] [Indexed: 12/31/2022] Open
Abstract
Background Prior studies suggest that fish may be protective for rheumatoid arthritis (RA) risk perhaps through the anti-inflammatory effect of omega-3 fatty acid, but this relationship has not been clearly established. Therefore, we investigated fish intake and RA risk by serologic status, age of onset, and smoking using a prospective cohort study with large sample size, repeated measures of dietary intake, and lengthy follow-up. Methods We studied fish intake and RA risk among 166,013 women in two prospective cohorts, the Nurses’ Health Study (NHS, 1984–2014) and NHSII (1991–2015). Fish intake was assessed using food frequency questionnaires at baseline and every 4 years. Incident RA during follow-up and serologic status were determined by medical record review. Pooled Cox regression models estimated hazard ratios (HR) and 95% confidence intervals (CI) for RA (overall and by serologic status and age at diagnosis) for fish intake frequency. We tested for a smoking-fish interaction for RA risk. Results During 3,863,909 person-years of follow-up, we identified 1080 incident RA cases. Increasing fish intake was not associated with all RA (≥4 servings/week: multivariable HR 0.93 [95%CI 0.67–1.28] vs. < 1 serving/month; p for trend = 0.42), seropositive RA (p for trend = 0.66), or seronegative RA (p for trend = 0.45), but had increased risk for RA diagnosed > 55 years old (p for trend = 0.037). Among women ≤55 years old, frequent fish intake (vs. infrequent) had HRs (95%CIs) of: 0.73 (0.52–1.02) for all RA, 0.85 (0.55–1.32) for seropositive RA, and 0.55 (0.32–0.94) for seronegative RA. Ever smokers with infrequent fish intake had highly elevated risk for RA onset ≤55 years (HR 2.59, 95%CI 1.65–4.06), while ever smokers with frequent fish intake had modestly elevated RA risk (HR 1.29, 95%CI 1.07–1.57; vs. never smokers/frequent fish intake; p for smoking-fish interaction = 0.039). Conclusion In this large prospective cohort study, we found no clear protective effect of fish or marine omega-3 fatty acid intake on RA risk, overall or by serologic status. We found that fish intake attenuated the strong association of smoking for RA diagnosed ≤55 years of age, but this requires further study.
Collapse
Affiliation(s)
- Jeffrey A Sparks
- Department of Medicine, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, #6016U, Boston, MA, 02115, USA. .,Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA.
| | - Éilis J O'Reilly
- Department of Nutrition, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA.,School of Public Health, University College Cork, University College, College Road, Cork, Ireland
| | - Medha Barbhaiya
- Hospital for Special Surgery, 535 East 70th Street, New York, NY, 10021, USA
| | - Sara K Tedeschi
- Department of Medicine, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, #6016U, Boston, MA, 02115, USA.,Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
| | - Susan Malspeis
- Department of Medicine, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, #6016U, Boston, MA, 02115, USA
| | - Bing Lu
- Department of Medicine, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, #6016U, Boston, MA, 02115, USA.,Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
| | - Walter C Willett
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA.,Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA
| | - Karen H Costenbader
- Department of Medicine, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, #6016U, Boston, MA, 02115, USA.,Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
| | - Elizabeth W Karlson
- Department of Medicine, Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, #6016U, Boston, MA, 02115, USA.,Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
| |
Collapse
|
30
|
AL-Bashaireh AM, Haddad LG, Weaver M, Kelly DL, Chengguo X, Yoon S. The Effect of Tobacco Smoking on Musculoskeletal Health: A Systematic Review. JOURNAL OF ENVIRONMENTAL AND PUBLIC HEALTH 2018; 2018:4184190. [PMID: 30112011 PMCID: PMC6077562 DOI: 10.1155/2018/4184190] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 05/30/2018] [Indexed: 12/14/2022]
Abstract
This systematic review explored associations between smoking and health outcomes involving the musculoskeletal system. AMSTAR criteria were followed. A comprehensive search of PubMed, Web of Science, and Science Direct returned 243 articles meeting inclusion criteria. A majority of studies found smoking has negative effects on the musculoskeletal system. In research on bones, smoking was associated with lower BMD, increased fracture risk, periodontitis, alveolar bone loss, and dental implant failure. In research on joints, smoking was associated with increased joint disease activity, poor functional outcomes, and poor therapeutic response. There was also evidence of adverse effects on muscles, tendons, cartilage, and ligaments. There were few studies on the musculoskeletal health outcomes of secondhand smoke, smoking cessation, or other modes of smoking, such as waterpipes or electronic cigarettes. This review found evidence that suggests tobacco smoking has negative effects on the health outcomes of the musculoskeletal system. There is a need for further research to understand mechanisms of action for the effects of smoking on the musculoskeletal system and to increase awareness of healthcare providers and community members of the adverse effects of smoking on the musculoskeletal system.
Collapse
Affiliation(s)
| | - Linda G. Haddad
- College of Health and Human Services, University of North Carolina Wilmington, Wilmington, NC, USA
| | - Michael Weaver
- College of Nursing, University of Florida, Gainesville, FL, USA
| | | | - Xing Chengguo
- College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Saunjoo Yoon
- College of Nursing, University of Florida, Gainesville, FL, USA
| |
Collapse
|
31
|
Joo YB, Lim J, Tsao BP, Nath SK, Kim K, Bae SC. Genetic variants in systemic lupus erythematosus susceptibility loci, XKR6 and GLT1D1 are associated with childhood-onset SLE in a Korean cohort. Sci Rep 2018; 8:9962. [PMID: 29967481 PMCID: PMC6028392 DOI: 10.1038/s41598-018-28128-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 06/15/2018] [Indexed: 12/21/2022] Open
Abstract
Impact of genetic variants on the age of systemic lupus erythematosus (SLE) onset was not fully understood. We investigated a cumulative effect of SLE-risk variants on the age of SLE onset and scanned genome-wide SNPs to search for new risk loci of childhood-onset SLE (cSLE). We analyzed 781 Korean single-center SLE subjects who previously genotyped by both Immunochip and genome-wide SNP arrays. Individual genetic risk scores (GRS) from well-validated SLE susceptibility loci were calculated and tested for their association with cSLE (<16 years at onset). Single-variant association tests were performed using a multivariable logistic regression adjusting for population stratification. GRS from SLE susceptibility loci was significantly higher in cSLE than aSLE (p = 1.23 × 10−3). Two SNPs, rs7460469 in XKR6 (p = 1.26 × 10−8, OR = 5.58) and rs7300146 in GLT1D1 p = 1.49 × 10−8, OR = 2.85), showed the most significant associations with cSLE. The model consisting of GRS of SLE and two newly identified loci showed an area under curve (AUC) of 0.71 in a receiver operating characteristics (ROC) curve for prediction of cSLE. In conclusion, cSLE is associated with a high cumulative SLE-risk effect and two novel SNPs rs7460469 and rs7300146, providing the first predictive model for cSLE in Koreans.
Collapse
Affiliation(s)
- Young Bin Joo
- Department of Rheumatology, St. Vincent's Hospital, The Catholic University of Korea, Suwon, Republic of Korea
| | - Jiwoo Lim
- Department of Biology, Kyung Hee University, Seoul, Republic of Korea
| | - Betty P Tsao
- Division of Rheumatology and Immunology, Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Swapan K Nath
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, USA
| | - Kwangwoo Kim
- Department of Biology, Kyung Hee University, Seoul, Republic of Korea.
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Republic of Korea.
| |
Collapse
|
32
|
Speyer CB, Costenbader KH. Cigarette smoking and the pathogenesis of systemic lupus erythematosus. Expert Rev Clin Immunol 2018; 14:481-487. [PMID: 29724134 DOI: 10.1080/1744666x.2018.1473035] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Systemic lupus erythematosus (SLE) is a multi-system inflammatory autoimmune disease of incompletely understood etiology. It is thought that environmental exposures 'trigger' or accelerate the disease in genetically-predisposed individuals. Areas covered: Substantial epidemiological evidence exists to support the association between cigarette smoking and the risk of incident SLE. Recent evidence points to current smoking as the specific risk factor, with decreasing risk 5 years after smoking cessation, and the greatest risk for disease characterized by the presence of SLE-specific autoantibodies. Research has begun to search for possible explanations for the temporal nature of the relationship between current smoking and autoantibody positive-SLE. Here we review potential biologic mechanisms linking smoking and SLE risk, including effects upon T and B cells, inflammatory cytokines, oxidative stress, and the formation of short-lived DNA adducts. Expert commentary: The directions for future research in this field include studies of gene-environment interactions, epigenetics, metabolomics and putative biologic mechanisms.
Collapse
Affiliation(s)
- Cameron B Speyer
- a Division of Rheumatology, Immunology and Allergy , Brigham and Women's Hospital , Boston , MA , USA
| | - Karen H Costenbader
- a Division of Rheumatology, Immunology and Allergy , Brigham and Women's Hospital , Boston , MA , USA
| |
Collapse
|
33
|
van Drongelen V, Holoshitz J. Human Leukocyte Antigen-Disease Associations in Rheumatoid Arthritis. Rheum Dis Clin North Am 2018; 43:363-376. [PMID: 28711139 DOI: 10.1016/j.rdc.2017.04.003] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The cause and pathogenesis of rheumatoid arthritis (RA) are influenced by environmental and genetic risk factors. Shared epitope-coding human leukocyte antigen (HLA)-DRB1 alleles increase RA risk and severity; however, the underlying mechanisms of action remain unclear. In contrast, several other DRB1 alleles protect against RA. Additionally, genome-wide association studies suggest that RA associates with other, HLA and non-HLA, genes; but the relative contributions of such risk loci to RA are incompletely understood. Future research challenges include integrating the epidemiologic and genomic data into validated arthritogenic pathways and determining the mechanisms of interaction between RA risk genes and environmental influences.
Collapse
Affiliation(s)
- Vincent van Drongelen
- Department of Internal Medicine, University of Michigan, 1150 West Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Joseph Holoshitz
- Department of Internal Medicine, University of Michigan, 1150 West Medical Center Drive, Ann Arbor, MI 48109, USA.
| |
Collapse
|
34
|
Sparks JA, Lin TC, Camargo CA, Barbhaiya M, Tedeschi SK, Costenbader KH, Raby BA, Choi HK, Karlson EW. Rheumatoid arthritis and risk of chronic obstructive pulmonary disease or asthma among women: A marginal structural model analysis in the Nurses' Health Study. Semin Arthritis Rheum 2018; 47:639-648. [PMID: 29037522 PMCID: PMC5857435 DOI: 10.1016/j.semarthrit.2017.09.005] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 08/25/2017] [Accepted: 09/13/2017] [Indexed: 12/15/2022]
Abstract
OBJECTIVE We investigated whether RA increases risk for chronic obstructive pulmonary disease (COPD) or asthma independent of factors occurring before RA onset or mediating these respiratory morbidities after diagnosis, such as cigarette smoking. METHODS Within the prospective Nurses' Health Study (n = 121,701 women; 1976-2014), we identified an incident RA cohort and matched each woman with RA to 10 comparators without RA by age and year at index date of RA diagnosis, excluding women with COPD or asthma at baseline. Data were obtained through biennial questionnaires and medical records. We used marginal structural models to determine the independent effect of RA on incident COPD or asthma adjusting for confounders and time-varying mediators through inverse probability weighting. RESULTS We identified 843 women with RA, matched to 8,399 comparators without RA. Mean age was 59.8 years and mean follow-up after index date was 18.6 years (SD = 9.0) for women with RA, and 18.8 years (SD = 9.5) for comparators. We identified 68 (8.1%) incident COPD and 40 (4.7%) asthma cases among women with RA, and 459 (5.5%) COPD and 268 (3.2%) asthma cases among comparators. RA was associated with increased risk of COPD (HR = 1.52, 95% CI: 1.17-1.97) and asthma (HR = 1.55, 95% CI: 1.11-2.16) compared to comparators adjusted for the matching factors of age and calendar year at index date. After further adjustment for confounders and time-varying mediators occurring after index date, including smoking, RA was significantly associated with COPD (HR = 1.68, 95% CI: 1.36-2.07), but not asthma (HR = 1.11, 95% CI: 0.59-2.09) compared to non-RA comparators. Women with seropositive RA (HR = 1.60, 95% CI: 1.17-2.19) and seronegative RA (HR = 1.62, 95% CI: 1.09-2.40) had similar increased risk for COPD compared to non-RA comparators. CONCLUSION In this prospective cohort study, RA was associated with increased risk for incident COPD, independent of lifestyle confounders and mediators after diagnosis, including smoking.
Collapse
Affiliation(s)
- Jeffrey A Sparks
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA.
| | - Tzu-Chieh Lin
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | - Carlos A Camargo
- Harvard Medical School, Boston, MA; Harvard T.H. Chan School of Public Health, Boston, MA; Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA; Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA
| | - Medha Barbhaiya
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | - Sara K Tedeschi
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | - Karen H Costenbader
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | - Benjamin A Raby
- Harvard Medical School, Boston, MA; Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA
| | - Hyon K Choi
- Harvard Medical School, Boston, MA; Division of Rheumatology, Massachusetts General Hospital, Boston, MA
| | - Elizabeth W Karlson
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA
| |
Collapse
|
35
|
Abstract
Since the discovery of HLA 60 years ago, it has contributed to the understanding of the immune system as well as of the pathogenesis of several diseases. Aside from its essential role in determining donor-recipient immune compatibility in organ transplantation, HLA genotyping is meanwhile performed routinely as part of the diagnostic work-up of certain autoimmune diseases. Considering the ability of HLA to influence thymic selection as well as peripheral anergy of T cells, its role in the pathogenesis of autoimmunity is understandable. The aim of this paper is to provide a brief overview of the role and current clinical relevance of HLA-B27 in spondyloarthritis and HLA-B51 in Behçet's disease as well as HLA-DQ2/DQ8 in celiac disease and HLA-DRB1 in rheumatoid arthritis and to discuss possible future implications.
Collapse
Affiliation(s)
- Gergely Bodis
- Division of Rheumatology and Clinical Immunology, University Hospital, Mainz, Germany.,Institut für Medizinische Diagnostik GmbH, Bioscientia Labor Ingelheim, Ingelheim Am Rhein, Germany
| | - Victoria Toth
- Division of Rheumatology and Clinical Immunology, University Hospital, Mainz, Germany.,Institut für Medizinische Diagnostik GmbH, Bioscientia Labor Ingelheim, Ingelheim Am Rhein, Germany
| | - Andreas Schwarting
- Division of Rheumatology and Clinical Immunology, University Hospital, Mainz, Germany. .,ACURA Center for Rheumatic Diseases, Bad Kreuznach, Germany.
| |
Collapse
|
36
|
Abstract
The aim of this review is to provide a brief overview of the role and current clinical relevance of HLA-B27 in spondyloarthritis and HLA-B51 in Behcet's disease as well as HLA-DQ2/DQ8 in celiac disease and HLA-DRB1 in rheumatoid arthritis and to discuss possible future implications.
Collapse
Affiliation(s)
- Gergely Bodis
- Bioscientia Institut für Medizinische Diagnostik GmbH, Ingelheim, Germany
- Acura Rheumatology Center Rhineland Palatine, Bad Kreuznach, Germany
| | - Victoria Toth
- Bioscientia Institut für Medizinische Diagnostik GmbH, Ingelheim, Germany
- Acura Rheumatology Center Rhineland Palatine, Bad Kreuznach, Germany
| | - Andreas Schwarting
- Acura Rheumatology Center Rhineland Palatine, Bad Kreuznach, Germany.
- Division of Rheumatology and Clinical Immunology, Department of Internal Medicine I, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany.
| |
Collapse
|
37
|
Sparks JA, Chang SC, Nguyen USDT, Barbhaiya M, Tedeschi SK, Lu B, Costenbader KH, Zhang Y, Choi HK, Karlson EW. Smoking Behavior Changes in the Early Rheumatoid Arthritis Period and Risk of Mortality During Thirty-Six Years of Prospective Followup. Arthritis Care Res (Hoboken) 2017; 70:19-29. [PMID: 28464477 DOI: 10.1002/acr.23269] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Accepted: 04/25/2017] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To investigate whether rheumatoid arthritis (RA) diagnosis influences smoking behavior changes and whether these changes were associated with mortality. METHODS We identified an incident RA cohort in the Nurses' Health Study (NHS; 1976-2012). Behavioral data were collected through biennial questionnaires. We created a comparison cohort, matching RA cases to women without RA by age and calendar year at the index date of RA diagnosis. To investigate smoking behavior changes in the early RA period, sustained cessation was defined as permanently quitting within 4 years of the RA/index date. We used Cox regression to obtain hazard ratios (HRs) for mortality, comparing sustained smoking cessation to continued smoking. RESULTS Among 121,700 women in the NHS, we identified 938 with incident RA matched to 8,951 non-RA comparators. Among current smokers, 40.0% with RA permanently quit smoking in the early RA period, compared to 36.1% of comparators (odds ratio for sustained cessation 1.18 [95% confidence interval (95% CI) 0.88, 1.58]). There were 313 deaths (33.4%) in the RA cohort and 2,042 (22.8%) among comparators. Compared to continued smoking, sustained cessation was associated with similarly decreased mortality in both the RA (HR 0.58 [95% CI 0.33, 1.01]) and comparison (HR 0.47 [95% CI 0.39, 0.58]) cohorts. Women with RA had higher mortality for >5 post-RA pack-years (HR 3.67 [95% CI 2.80, 4.81]) than comparators with >5 post-index pack-years (HR 1.88 [95% CI 1.62, 2.17]; P < 0.001 for interaction; reference: ever-smoker non-RA women with 0 post-index pack-years). CONCLUSION Sustained smoking cessation within 4 years of RA diagnosis reduced mortality risk, with a similar effect observed among non-RA comparators. Smoking >5 pack-years after RA diagnosis significantly increased mortality beyond the risk of non-RA comparators.
Collapse
Affiliation(s)
- Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Shun-Chiao Chang
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Uyen-Sa D T Nguyen
- University of Massachusetts School of Medicine, Worcester, and Boston University School of Medicine, Boston
| | - Medha Barbhaiya
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Sara K Tedeschi
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Bing Lu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Karen H Costenbader
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Yuqing Zhang
- Boston University School of Medicine, Boston, Massachusetts
| | - Hyon K Choi
- Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Elizabeth W Karlson
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
38
|
Peptidyl arginine deiminase immunization induces anticitrullinated protein antibodies in mice with particular MHC types. Proc Natl Acad Sci U S A 2017; 114:E10169-E10177. [PMID: 29109281 PMCID: PMC5703315 DOI: 10.1073/pnas.1713112114] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Autoantibodies to citrullinated proteins (ACPAs) are present in two-thirds of patients with rheumatoid arthritis (RA). ACPAs are produced in the absence of identified T cell responses for each citrullinated protein. Peptidyl arginine deiminase 4 (PAD4), which binds proteins and citrullinates them, is the target of autoantibodies in early RA. This suggests a model for the emergence of ACPAs in the absence of detectable T cells specific for citrullinated antigens: ACPAs could arise because PADs are recognized by T cells, which help the production of autoantibodies to proteins bound by PADs, according to a "hapten/carrier" model. Here, we tested this model in normal mice. C3H are healthy mice whose IEβk chain is highly homologous to the β1 chain HLA-DRB1*04:01, the allele most strongly associated with RA in humans. C3H mice immunized with PADs developed antibodies and T cells to PAD and IgG antibodies to citrullinated fibrinogen peptides, in the absence of a T cell response to fibrinogen. To analyze the MHC background effect on hapten/carrier immunization, we immunized DBA/2 mice (whose IEβd chain is similar to that of HLA-DRB1*04:02, an HLA-DR4 subtype not associated with RA). DBA/2 mice failed to develop antibodies to citrullinated fibrinogen peptides. Thus, T cell immunization to PAD proteins may trigger ACPAs through a hapten/carrier mechanism. This may constitute the basis for a new mouse model of ACPA-positive RA.
Collapse
|
39
|
Smoking, Gender, and Overweight Are Important Influencing Factors on Monocytic HLA-DR before and after Major Cancer Surgery. BIOMED RESEARCH INTERNATIONAL 2017; 2017:5216562. [PMID: 29104871 PMCID: PMC5591895 DOI: 10.1155/2017/5216562] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2017] [Revised: 05/24/2017] [Accepted: 07/09/2017] [Indexed: 12/30/2022]
Abstract
Background Monocytic human leukocyte antigen D related (mHLA-DR) is essential for antigen-presentation. Downregulation of mHLA-DR emerged as a general biomarker of impaired immunity seen in patients with sepsis and pneumonia and after major surgery. Influencing factors of mHLA-DR such as age, overweight, diabetes, smoking, and gender remain unclear. Methods We analyzed 20 patients after esophageal or pancreatic resection of a prospective, randomized, placebo-controlled, double-blind trial (placebo group). mHLA-DR was determined from day of surgery (od) until postoperative day (pod) 5. Statistical analyses were performed using multivariate generalized estimating equation analyses (GEE), nonparametric multivariate analysis of longitudinal data, and univariate post hoc nonparametric Mann–Whitney tests. Results In GEE, smoking and gender were confirmed as significant influencing factors over time. Univariate analyses of mHLA-DR between smokers and nonsmokers showed lower preoperative levels (p = 0.010) and a trend towards lower levels on pod5 (p = 0.056) in smokers. Lower mHLA-DR was seen in men on pod3 (p = 0.038) and on pod5 (p = 0.026). Overweight patients (BMI > 25 kg/m2) had lower levels of mHLA-DR on pod3 (p = 0.039) and pod4 (p = 0.047). Conclusion Smoking is an important influencing factor on pre- and postoperative immune function while postoperative immune function was influenced by gender and overweight. Clinical trial registered with ISRCTN27114642.
Collapse
|
40
|
Knevel R, Huizinga TW, Kurreeman F. Genomic Influences on Susceptibility and Severity of Rheumatoid Arthritis. Rheum Dis Clin North Am 2017; 43:347-361. [DOI: 10.1016/j.rdc.2017.04.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
|
41
|
Association between cigarette smoking and impaired clinical symptoms in systemic sclerosis: A review. Cell Immunol 2017; 318:1-7. [DOI: 10.1016/j.cellimm.2017.04.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 03/04/2017] [Accepted: 04/10/2017] [Indexed: 11/23/2022]
|
42
|
Tedeschi SK, Cui J, Arkema EV, Robinson WH, Sokolove J, Lingampalli N, Sparks JA, Karlson EW, Costenbader KH. Elevated BMI and antibodies to citrullinated proteins interact to increase rheumatoid arthritis risk and shorten time to diagnosis: A nested case-control study of women in the Nurses' Health Studies. Semin Arthritis Rheum 2017; 46:692-698. [PMID: 27939764 PMCID: PMC5348285 DOI: 10.1016/j.semarthrit.2016.09.001] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 09/02/2016] [Accepted: 09/08/2016] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Overweight/obesity and anti-citrullinated protein antibodies (ACPA) increase rheumatoid arthritis (RA) risk. We investigated the relationship between body mass index (BMI) and ACPA, tested for an interaction between BMI and ACPA for RA risk, and examined effects of BMI and ACPA on time to RA diagnosis. DESIGN Within the Nurses' Health Studies, blood samples were collected before diagnosis from medical record-confirmed incident RA cases and matched controls. Multiplex assays measured 7 ACPA subtypes (biglycan, clusterin, enolase, fibrinogen, histone 2A, histone 2B, and vimentin). Logistic regression analyses tested the association of BMI and ACPA and for a multiplicative interaction between BMI groups (≥25 vs. <25kg/m2) and ACPA positivity (≥2 vs. <2 subtypes), adjusting for age, smoking, alcohol use, and HLA-shared epitope. In case-only analyses, log-rank tests compared time from blood draw to RA onset by cross-classified BMI/ACPA status. RESULTS Among 255 pre-RA cases and 778 matched controls, 15.7% vs. 2.1% (p<0.001) had ≥2 ACPA and 49.4% vs. 40.2% (p<0.01) were overweight/obese. Continuous BMI was not associated with presence of ≥2 ACPA [OR per kg/m2 unit BMI: 1.03 (95% CI: 0.97-1.09)]. However, there was a multiplicative interaction between elevated BMI and the presence of ≥2 ACPA for RA risk (p = 0.027). Women with BMI≥25kg/m2 and ≥2 ACPA had OR 22.7 (95% CI: 6.64-77.72) for RA. Median time to RA differed by BMI/ACPA group (overall log-rank p<0.001) and was shortest among women with ≥2 ACPA and BMI≥25kg/m2 [45.0 months, IQR: 17.5-72.5] and longest in women with <2 ACPA and BMI<25kg/m2 [125.0 months, IQR: 72.0-161.0] (pairwise log-rank p = 0.002). CONCLUSION Elevated BMI and presence of ACPA interacted to increase RA risk. Time to RA onset was shortest among overweight/obese women with ≥2 ACPA.
Collapse
Affiliation(s)
- Sara K Tedeschi
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115.
| | - Jing Cui
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115
| | | | - William H Robinson
- Division of Immunology and Rheumatology, Stanford University, Palo Alto, CA
| | - Jeremy Sokolove
- Division of Immunology and Rheumatology, Stanford University, Palo Alto, CA
| | - Nithya Lingampalli
- Division of Immunology and Rheumatology, Stanford University, Palo Alto, CA
| | - Jeffrey A Sparks
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115
| | - Elizabeth W Karlson
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115
| | - Karen H Costenbader
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115
| |
Collapse
|
43
|
Baecklund F, Foo JN, Askling J, Eloranta S, Glimelius I, Liu J, Hjalgrim H, Rosenquist R, Padyukov L, Smedby KE. Possible Interaction Between Cigarette Smoking and HLA-DRB1 Variation in the Risk of Follicular Lymphoma. Am J Epidemiol 2017; 185:681-687. [PMID: 28369180 DOI: 10.1093/aje/kww118] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2016] [Accepted: 03/24/2016] [Indexed: 01/09/2023] Open
Abstract
Follicular lymphoma (FL) risk is strongly associated with germline genetic variation in human leukocyte antigen (HLA) class II. Cigarette smoking has been suggested to increase FL risk, primarily among women. We hypothesized that amino acids in HLA-antigen D-related β1 subunit (DRB1) interact with smoking in FL risk, as shown for rheumatoid arthritis. We analyzed 373 patients with FL and 818 controls from 2 population-based case-control studies in Sweden and Denmark (1999-2003). Haplotypes in HLA-DRB1 were imputed at amino acid positions 11, 13, 28, 30, and 70-74 (shared epitope). We estimated the relative risk of FL as odds ratios with 95% confidence intervals for different smoking status/haplotype combinations. Interaction was defined as departure from additivity of effects and quantified by the attributable proportion (AP). Relative to never-smokers carrying no shared epitope alleles, smoking was associated with the risk of FL among all subjects (for former smokers, odds ratio (OR) = 2.20, 95% confidence interval (CI): 1.10, 4.41; ORcurrent = 3.56, 95% CI: 1.60, 7.92) and women (ORformer = 2.95, 95% CI: 1.18, 7.37; ORcurrent = 5.63, 95% CI: 2.07, 15.3) carrying 2 shared epitope alleles but not among those carrying zero or 1 shared epitope allele. Smoking and shared epitope status interacted significantly as measured by AP (overall, AP = 0.6, 95% CI: 0.15, 1.0; for women, AP = 0.5, 95% CI: 0.005, 1.0). These results suggest a possible interaction between smoking and HLA-DRB1-associated antigen presentation in FL risk and provide a model to further unravel FL etiology.
Collapse
Affiliation(s)
- Fredrik Baecklund
- Clinical Epidemiology Unit T2, Department of Medicine, Solna, Karolinska Institutet, Karolinska University Hospital, SE-171 76 Stockholm, Sweden
| | - Jia-Nee Foo
- Human Genetics, Genome Institute of Singapore, A*STAR, Singapore
| | - Johan Askling
- Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- Department of Rheumatology, Karolinska University Hospital, Stockholm, Sweden
| | - Sandra Eloranta
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Ingrid Glimelius
- Department of Medicine, Clinical Epidemiology Unit, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
- Department of Immunology, Genetics and Pathology, Clinical and Experimental Oncology, Uppsala University and Uppsala Akademiska Hospital, Sweden
| | - Jianjun Liu
- School of Health Sciences, Wuhan University, Wuhan, 430071, China
| | - Henrik Hjalgrim
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark; Department of Hematology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Richard Rosenquist
- Department of Immunology, Genetics and Pathology , Uppsala University , Uppsala , Sweden
| | - Leonid Padyukov
- Rheumatology Unit, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Karin E Smedby
- Department of Medicine Solna, Clinical Epidemiology Unit, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
44
|
Meng W, Zhu Z, Jiang X, Too CL, Uebe S, Jagodic M, Kockum I, Murad S, Ferrucci L, Alfredsson L, Zou H, Klareskog L, Feinberg AP, Ekström TJ, Padyukov L, Liu Y. DNA methylation mediates genotype and smoking interaction in the development of anti-citrullinated peptide antibody-positive rheumatoid arthritis. Arthritis Res Ther 2017; 19:71. [PMID: 28356135 PMCID: PMC5372280 DOI: 10.1186/s13075-017-1276-2] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 03/09/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Multiple factors, including interactions between genetic and environmental risks, are important in susceptibility to rheumatoid arthritis (RA). However, the underlying mechanism is not fully understood. This study was undertaken to evaluate whether DNA methylation can mediate the interaction between genotype and smoking in the development of anti-citrullinated peptide antibody (ACPA)-positive RA. METHODS We investigated the gene-smoking interactions in DNA methylation using 393 individuals from the Epidemiological Investigation of Rheumatoid Arthritis (EIRA). The interaction between rs6933349 and smoking in the risk of developing ACPA-positive RA was further evaluated in a larger portion of the EIRA (1119 controls and 944 ACPA-positive patients with RA), and in the Malaysian Epidemiological Investigation of Rheumatoid Arthritis (MyEIRA) (1556 controls and 792 ACPA-positive patients with RA). Finally, mediation analysis was performed to investigate whether DNA methylation of cg21325723 mediates this gene-environment interaction on the risk of developing of ACPA-positive RA. RESULTS We identified and replicated one significant gene-environment interaction between rs6933349 and smoking in DNA methylation of cg21325723. This gene-smoking interaction is a novel interaction in the risk of developing ACPA-positive in both Caucasian (multiplicative P value = 0.056; additive P value = 0.016) and Asian populations (multiplicative P value = 0.035; additive P value = 0.00027), and it is mediated through DNA methylation of cg21325723. CONCLUSIONS We showed that DNA methylation of cg21325723 can mediate the gene-environment interaction between rs6933349 and smoking, impacting the risk of developing ACPA-positive RA, thus being a potential regulator that integrates both internal genetic and external environmental risk factors.
Collapse
Affiliation(s)
- Weida Meng
- Department of Biochemistry and Molecular Biology, The Ministry of Education Key Laboratory of Metabolism and Molecular Medicine, School of Basic Medical Sciences, Fudan University, West Building 13, 130 Dong An Road, Shanghai, China.,State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China
| | - Zaihua Zhu
- Division of Rheumatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xia Jiang
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Chun Lai Too
- Institute for Medical Research, Jalan Pahang, 50588, Kuala Lumpur, Malaysia.,Rheumatology Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Steffen Uebe
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Maja Jagodic
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Ingrid Kockum
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Shahnaz Murad
- Institute for Medical Research, Jalan Pahang, 50588, Kuala Lumpur, Malaysia
| | - Luigi Ferrucci
- Instramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Lars Alfredsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Center for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden
| | - Hejian Zou
- Division of Rheumatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Lars Klareskog
- Rheumatology Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Andrew P Feinberg
- Center for Epigenetics and Departments of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Tomas J Ekström
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Leonid Padyukov
- Rheumatology Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
| | - Yun Liu
- Department of Biochemistry and Molecular Biology, The Ministry of Education Key Laboratory of Metabolism and Molecular Medicine, School of Basic Medical Sciences, Fudan University, West Building 13, 130 Dong An Road, Shanghai, China. .,State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China.
| |
Collapse
|
45
|
Zeng P, Klareskog L, Alfredsson L, Bengtsson C. Physical workload is associated with increased risk of rheumatoid arthritis: results from a Swedish population-based case-control study. RMD Open 2017; 3:e000324. [PMID: 28326188 PMCID: PMC5353304 DOI: 10.1136/rmdopen-2016-000324] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 12/01/2016] [Accepted: 01/23/2017] [Indexed: 01/13/2023] Open
Abstract
Objectives This study investigated: (1) the association of physical workload (PW) and risk of rheumatoid arthritis (RA); (2) the potential interactions between PW and the genes in the human leucocyte antigen (HLA) region. Methods A population-based case–control study involving incident cases of RA (3150 cases and 5130 controls) was performed using data from the Swedish Epidemiological Investigation of Rheumatoid Arthritis. Information on 7 types of self-reported PW exposure and HLA-DRB1 genotypes of cases and controls were gathered. Anticitrullinated protein antibody (ACPA) status of cases was identified. For each PW exposures, exposed participants were compared with unexposed participants. ORs with 95% CIs of RA (overall), ACPA-positive RA and ACPA-negative RA associated with different PWs were estimated using logistic regression. HLA-PW interactions were estimated using the principle of departure from additivity of effects by calculating attributable proportion (AP) due to interaction. Results ORs of developing RA associated with 6 various PW exposures ranging from 1.3 (95% CI 1.1 to 1.4) to 1.8 (95% CI 1.6 to 2.0) were observed. Exposure to more types of PW was associated with increasing risk for RA (p<0.0001). No major difference in the ORs between ACPA-positive and ACPA-negative RA was found. For some exposures, we found evidence of interactions between PW and the HLA-DRB1 shared epitope genes, regarding risk of ACPA-positive RA (AP: from 0.3 (95% CI 0.1 to 0.5) to 0.4 (95% CI 0.2 to 0.6)). Conclusions PW is associated with the risk of ACPA-positive and ACPA-negative RA. Interactions between PW and the HLA-DRB1 shared epitope were found in ACPA-positive RA.
Collapse
Affiliation(s)
- Pingling Zeng
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden; Rheumatology Unit, Department of Medicine at Karolinska University Hospital, Karolinska Institute, Stockholm, Sweden
| | - Lars Klareskog
- Rheumatology Unit, Department of Medicine at Karolinska University Hospital , Karolinska Institute , Stockholm , Sweden
| | - Lars Alfredsson
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden; Center for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden
| | - Camilla Bengtsson
- Institute of Environmental Medicine, Karolinska Institute , Stockholm , Sweden
| |
Collapse
|
46
|
Van Drongelen V, Holoshitz J. A reciprocal HLA-Disease Association in Rheumatoid Arthritis and Pemphigus Vulgaris. Front Biosci (Landmark Ed) 2017; 22:909-919. [PMID: 27814654 DOI: 10.2741/4524] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Human leukocyte antigens (HLA) have been extensively studied as being antigen presenting receptors, but many aspects of their function remain elusive, especially their association with various autoimmune diseases. Here we discuss an illustrative case of the reciprocal relationship between certain HLA-DRB1 alleles and two diseases, rheumatoid arthritis (RA) and pemphigus vulgaris (PV). RA is strongly associated with HLA-DRB1 alleles that encode a five amino acid sequence motif in the 70-74 region of the DR beta chain, called the shared epitope (SE), while PV is associated with the HLA-DRB1*04:02 allele that encodes a different sequence motif in the same region. Interestingly, while HLA-DRB1*04:02 confers susceptibility to PV, this and other alleles that encode the same sequence motif in the 70-74 region of the DR beta chain are protective against RA. Currently, no convincing explanation for this antagonistic effect is present. Here we briefly review the immunology and immunogenetics of both diseases, identify remaining gaps in our understanding of their association with HLA, and propose the possibility that the 70-74 DR beta epitope may contribute to disease risk by mechanisms other than antigen presentation.
Collapse
Affiliation(s)
| | - Joseph Holoshitz
- University of Michigan, 5520D MSRB1, SPC 5680, 1150 West Medical Center Drive, Ann Arbor, MI 48109-5680,
| |
Collapse
|
47
|
A genetic risk score composed of rheumatoid arthritis risk alleles, HLA-DRB1 haplotypes, and response to TNFi therapy - results from a Swedish cohort study. Arthritis Res Ther 2016; 18:288. [PMID: 27912794 PMCID: PMC5135751 DOI: 10.1186/s13075-016-1174-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2016] [Accepted: 11/08/2016] [Indexed: 11/10/2022] Open
Abstract
Background To prevent debilitating and irreversible joint damage, rheumatoid arthritis (RA) is often treated with tumor necrosis factor inhibitor (TNFi), but many patients do not respond to this costly therapy. Few predictors for response are known, and it has been proposed that genetic factors which influence the development of RA may also influence disease severity and response to therapy. Several previous studies have attempted to confirm this but results remain inconclusive. We expand on previous studies by including more RA risk alleles, and maximize power by combining them into a genetic risk score. Method We linked genotyped RA patients from the Epidemiological Investigation of Rheumatoid Arthritis study to the Swedish Rheumatology Quality Register, identifying patients who started a TNFi as their first biological disease-modifying anti-rheumatic drug, with a return visit within 2–8 months after treatment start (N = 867). We calculated risk scores from 76 established RA risk SNPs, and four HLA-DRB1 amino acid positions, and tested whether risk scores or individual genetic risk factors could predict the European League Against Rheumatism (EULAR) response. Results We found no association between any of the risk scores or HLA-DRB1 haplotypes and EULAR response, neither overall nor stratified by anti-citrullinated protein/peptide antibody (ACPA) status. When evaluating each of the 76 SNPs, we found that the number of SNPs presenting significant associations was not higher than expected by chance (5/76 SNPs had p < 0.05 in ACPA-positive RA, 4/76 in ACPA-negative RA). Conclusion Overall, known RA risk SNPs do not predict response to TNFi, either individually or when combined into a risk score. This does not support the hypothesis that genes influencing RA onset would also influence its prognosis and treatment response. Electronic supplementary material The online version of this article (doi:10.1186/s13075-016-1174-z) contains supplementary material, which is available to authorized users.
Collapse
|
48
|
Gehlot P, Volk SL, Rios HF, Jepsen KJ, Holoshitz J. Spontaneous destructive periodontitis and skeletal bone damage in transgenic mice carrying a human shared epitope-coding HLA-DRB1 allele. RMD Open 2016; 2:e000349. [PMID: 27933212 PMCID: PMC5133411 DOI: 10.1136/rmdopen-2016-000349] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 11/08/2016] [Indexed: 01/05/2023] Open
Abstract
Objective Shared epitope (SE)-coding DRB1 alleles are associated with bone erosion in several diseases, including rheumatoid arthritis (RA) and periodontal disease (PD), but the underlying mechanism is unknown. We have recently identified the SE as an osteoclast-activating ligand. To better understand the biological effects of the SE in vivo, here we sought to determine whether it can facilitate spontaneous bone damage in naïve mice. Methods 3-month old naïve transgenic mice that carry the human SE-coding allele DRB1*04:01, or a SE-negative allele DRB1*04:02 were studied. Bone tissues were analysed by micro-CT, and the tooth-supporting tissues were studied by histology, immunohistochemistry and immunofluorescence. Serum biomarkers were determined by ELISA. Results Transgenic mice expressing the SE-coding DRB1*04:01 allele, but not mice carrying the SE-negative allele DRB1*04:02, showed spontaneous PD associated with interleukin (IL)-17 overabundance and periostin disruption. Mandibular bone volumetric and mineralisation parameters were significantly lower in SE-positive mice, and alveolar bone resorption was significantly increased in these mice. SE-positive mice also had more slender tibiae, and their marrow, cortical and total areas were lower than those of SE-negative mice. Additionally, significantly increased serum IL-17, tumour necrosis factor-α and osteoprotegrin levels were found in SE-positive mice, while their receptor activator of nuclear factor κ-B ligand levels were significantly lower. Conclusions A human SE-coding allele increases the propensity to spontaneous bone-destructive periodontal inflammation and skeletal bone damage in transgenic mice. These findings provide new insights into the previously documented but poorly understood association of the SE with accelerated bone erosion in RA and several other human diseases.
Collapse
Affiliation(s)
- Prashasnika Gehlot
- Departments of Internal Medicine , University of Michigan , Ann Arbor, Michigan , USA
| | - Sarah L Volk
- Departments of Periodontics and Oral Medicine , University of Michigan , Ann Arbor, Michigan , USA
| | - Hector F Rios
- Departments of Periodontics and Oral Medicine , University of Michigan , Ann Arbor, Michigan , USA
| | - Karl J Jepsen
- Departments of Orthopaedic Surgery , University of Michigan , Ann Arbor, Michigan , USA
| | - Joseph Holoshitz
- Departments of Internal Medicine , University of Michigan , Ann Arbor, Michigan , USA
| |
Collapse
|
49
|
Kim K, Bang SY, Lee HS, Bae SC. Update on the genetic architecture of rheumatoid arthritis. Nat Rev Rheumatol 2016; 13:13-24. [PMID: 27811914 DOI: 10.1038/nrrheum.2016.176] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Human genetic studies into rheumatoid arthritis (RA) have uncovered more than 100 genetic loci associated with susceptibility to RA and have refined the RA-association model for HLA variants. The majority of RA-risk variants are highly shared across multiple ancestral populations and are located in noncoding elements that might have allele-specific regulatory effects in relevant tissues. Emerging multi-omics data, high-density genotype data and bioinformatic approaches are enabling researchers to use RA-risk variants to identify functionally relevant cell types and biological pathways that are involved in impaired immune processes and disease phenotypes. This Review summarizes reported RA-risk loci and the latest insights from human genetic studies into RA pathogenesis, including how genetic data has helped to identify currently available drugs that could be repurposed for patients with RA and the role of genetics in guiding the development of new drugs.
Collapse
Affiliation(s)
- Kwangwoo Kim
- Department of Biology, Kyung Hee University, 26 Kyungheedae-ro, Dongdaemun-gu, Seoul 02447, Republic of Korea
| | - So-Young Bang
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, 222-1 Wangsimni-ro, Seongdong-gu, Seoul 04763, Republic of Korea
| | - Hye-Soon Lee
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, 222-1 Wangsimni-ro, Seongdong-gu, Seoul 04763, Republic of Korea
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, 222-1 Wangsimni-ro, Seongdong-gu, Seoul 04763, Republic of Korea
| |
Collapse
|
50
|
Catrina AI, Joshua V, Klareskog L, Malmström V. Mechanisms involved in triggering rheumatoid arthritis. Immunol Rev 2016; 269:162-74. [PMID: 26683152 DOI: 10.1111/imr.12379] [Citation(s) in RCA: 102] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Rheumatoid arthritis (RA) is a chronic inflammatory syndrome with a strong autoimmune component. The autoantigens in RA are neither tissue nor organ-specific, but comprise a broad collection of post-translational modified proteins, such as citrullinated proteins. These modifications are likely to be triggered by innate stimuli. In genetically susceptible hosts, they can lead to a more substantiated secondary autoimmune reaction targeting the joints and precipitating the clinical onset of RA. Both innate and adaptive mechanisms will then closely interplay to promote chronic joint inflammation in the several absence of appropriate treatment. This scenario, is shared with other autoimmune diseases where potentially pathogenic immune responses are present already before disease onset. Better understanding of these processes will allow both earlier diagnosis of RA and identification of those healthy individuals that are at risk of developing disease, opening possibilities for disease prevention. In this review, we discuss the iterative processes of innate and adaptive immunity responsible for the (longitudinal) development of immune reactions that may contribute to the development of RA.
Collapse
Affiliation(s)
- Anca I Catrina
- Rheumatology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Vijay Joshua
- Rheumatology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Lars Klareskog
- Rheumatology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Vivianne Malmström
- Rheumatology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|