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Tu L, Wei F, Song Y, Huang H, Qing L, Luo X, Liu Y, Chen H. Development and internal validation of a prediction model for rheumatoid arthritis: a case-control study. Sci Rep 2025; 15:16620. [PMID: 40360585 PMCID: PMC12075644 DOI: 10.1038/s41598-025-00816-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 04/30/2025] [Indexed: 05/15/2025] Open
Abstract
This study measured sociodemographic characteristics, dietary habits, lifestyle habits, genetics, and other factors that may contribute to the development of Rheumatoid Arthritis (RA). Independent risk factors for RA were identified by logistic regression analysis, and a prediction model was constructed. The area under the receiver operating characteristic curve (AUC) was used to evaluate the prediction accuracy of the model, and the calibration of the model was evaluated by the Hosmer-Lemeshow test. A total of 432 participants, comprising 216 healthy individuals and 216 patients diagnosed with RA at two hospitals in Sichuan, China, from March 2022 to January 2023 were included in this study. Logistic regression analysis revealed that occupation type, place of residence, history of mumps, dietary combination, sweet, damp dwelling, fish, vaccine history, and rs805297 were significantly associated with the pathogenesis of RA. The model constructed in this study showed good prediction, with an AUC of 0.912. The Youden index was 0.699, the sensitivity was 0.847 and the specificity was 0.852. The Hosmer-Lemeshow test results (χ2 = 8.441, P = 0.392) indicated that the model had good diagnostic value. The internal validation AUC was 0.942. We propose a new promising model for identifying individuals at risk of developing RA.
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Affiliation(s)
- Ling Tu
- Department of Nursing, West China School of Nursing, West China Hospital, Sichuan University, Chengdu, 610064, China
| | - Fuling Wei
- Department of Nursing, West China School of Nursing, West China Hospital, Sichuan University, Chengdu, 610064, China
| | - Yuqing Song
- School of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Haitao Huang
- Department of Nursing, West China School of Nursing, West China Hospital, Sichuan University, Chengdu, 610064, China
| | - Ligang Qing
- Shi Yang Community Health Service Center, Chengdu, 610041, China
| | - Xi Luo
- Shi Yang Community Health Service Center, Chengdu, 610041, China
| | - Ying Liu
- Department of Nursing, West China School of Nursing, West China Hospital, Sichuan University, Chengdu, 610064, China
| | - Hong Chen
- Department of Nursing, West China School of Nursing, West China Hospital, Sichuan University, Chengdu, 610064, China.
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Yang X, Long X, Xiao P, Ge Q, Zhang L, Wang X. Analysis of data from the NHANES 1999-2018 and Mendelian randomization studies reveals the relationship between alcohol use and rheumatoid arthritis. Nutr J 2024; 23:156. [PMID: 39633408 PMCID: PMC11619680 DOI: 10.1186/s12937-024-01057-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 11/26/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Rheumatoid arthritis (RA) is a complex multifactorial autoimmune disease affected by genetics and environmental factors. The relationship between alcohol consumption and RA remains controversial. This study aimed to assess the association between alcohol consumption and RA risk using cross-sectional analysis and Mendelian randomization (MR). METHODS We investigated the association between alcohol consumption and RA risk through multivariate linear regression and subgroup analyses. Data were obtained from the National Health and Nutrition Examination Survey (NHANES) 1999-2018 which involved 32,308 participants. Subsequently, a two-sample MR study was conducted to assess the causal effect of spirits intake on RA. Instrumental variables (IVs) for spirits intake were screened from genome-wide association study (GWAS) datasets, including 69,949 individuals from the UK Biobank study, while summary statistics relating to RA were obtained from a GWAS meta-analysis of 417,256 participants. The primary inverse variance weighted (IVW) method and other supplementary MR methods were used to estimate the causal association between spirits intake and RA. Sensitivity analyses were performed to confirm the robustness and reliability of the results. RESULTS In the cross-sectional analysis, we observed that alcohol consumption was significantly positively linked with RA risk (odds ratio [OR] = 1.030; 95% confidence interval [CI], 1.025-1.034). According to subgroup analyses stratified by age, sex, race, smoking status, marital status, education attainment, and body mass index (BMI), consistently showed a positive relationship between alcohol consumption and RA risk in each subgroup (all OR > 1, P < 0.05). Furthermore, MR analysis indicated a causal association between spirits intake and RA (OR = 1.043, P < 0.05). Sensitivity analyses supported the robustness and reliability of these findings (all P > 0.05). CONCLUSION This study indicated that alcohol consumption is correlated with an increased risk of RA, but further studies are necessary to clarify the exact association.
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Affiliation(s)
- Xiaobing Yang
- Department of Rheumatology and Immunology, Huzhou Third Municipal Hospital, Affiliated Hospital of Huzhou University, Huzhou, China
| | - Xiaoqin Long
- Department of Rheumatology and Immunology, Huzhou Third Municipal Hospital, Affiliated Hospital of Huzhou University, Huzhou, China
| | - Pan Xiao
- Department of Clinical Nutrition, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
| | - Qinwen Ge
- Department of Orthopaedics, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Lei Zhang
- Department of Integrated Chinese and Western Medicine, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China.
| | - Xiaowei Wang
- Department of Plastic Surgery, Zhejiang Hospital, Hangzhou, China.
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Li J, Xie X, Chen X, Xie L, Luo M, Yin M, Liu Y, Huang W, Ai Y, He J. Dietary habit and risk of rheumatoid arthritis: a mendelian randomization study identifying protective and risk factors. Eur J Nutr 2024; 64:3. [PMID: 39535565 DOI: 10.1007/s00394-024-03518-4] [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: 03/14/2024] [Accepted: 10/03/2024] [Indexed: 11/16/2024]
Abstract
PURPOSE Dietary habit significantly contributes to the initiation and progression of rheumatoid arthritis (RA). Dietary choices intersect with a range of clinical and societal factors. The utilization of cross-sectional methodologies in numerous studies poses a challenge in establishing definitive causality for the noted associations. Moreover, within identical food categories, specific items may elicit diverse effects on the pathogenesis of RA, and the correlation between several prevalent food items or beverages and RA remains inadequately explored. METHODS We performed a two-sample Mendelian Randomization (MR) study to evaluate the causal impact of 27 distinct dietary habits and RA susceptibility. These dietary-related phenotypes encompass both the relative intake of the four macronutrients (fat, protein, carbohydrates, and sugar) and 23 specific single food intake. Several filtering steps were employed to select eligible genetic instruments strongly associated with each of the traits. The random-effects inverse-variance weighted, weighted median, and MR-Egger methods were employed for MR estimations. Sensitivity analyses and power calculations were executed to ensure the robustness of our study. RESULTS After rigorous single-nucleotide polymorphism (SNP) filtering procedures, 611 SNPs were included in our ongoing investigations. The consumption of dried fruit, bread, and alcohol emerged as protective factors, while beef, processed meat, and coffee intake were identified as risk factors. The robustness of our study was confirmed through the outcomes of sensitivity analysis and power calculation. CONCLUSION The ongoing investigations furnish evidence that accentuates the influence of diet on RA disease activity, underscoring the importance of delineating the optimal nutritional lifestyle for RA patients.
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Affiliation(s)
- Junlin Li
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, No. 12 Jichang Road, Guangzhou, 510405, China
| | - Xinyuan Xie
- Artemisinin Research Center, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiuyun Chen
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, No. 12 Jichang Road, Guangzhou, 510405, China
| | - Lei Xie
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, No. 12 Jichang Road, Guangzhou, 510405, China
| | - Minyi Luo
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, No. 12 Jichang Road, Guangzhou, 510405, China
| | - Mingyu Yin
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, No. 12 Jichang Road, Guangzhou, 510405, China
| | - Yatian Liu
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, No. 12 Jichang Road, Guangzhou, 510405, China
| | - Wenguan Huang
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, No. 12 Jichang Road, Guangzhou, 510405, China
| | - Ying Ai
- Artemisinin Research Center, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jinyang He
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, No. 12 Jichang Road, Guangzhou, 510405, China.
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Wang J, Zhang B, Peng L, Wang J, Xu K, Xu P. The Causal Association between Alcohol, Smoking, Coffee Consumption, and the Risk of Arthritis: A Meta-Analysis of Mendelian Randomization Studies. Nutrients 2023; 15:5009. [PMID: 38068867 PMCID: PMC10707754 DOI: 10.3390/nu15235009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 11/25/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
Abstract
Objective: To evaluate the genetic causality between alcohol intake, smoking, coffee consumption, and arthritis. Methods: Mendelian randomization (MR) studies with alcohol, smoking, and coffee consumption behaviors as exposures, and osteoarthritis (OA) and rheumatoid arthritis (RA) as outcomes were retrieved from up to July 2023. Two researchers with relevant professional backgrounds independently assessed the quality and extracted data from the included studies. Meanwhile, we applied MR analyses of four lifestyle exposures and five arthritis outcomes (two for OA and three for RA) with gene-wide association study (GWAS) data that were different from the included studies, and the results were also included in the meta-analysis. Statistical analyses were performed using Stata 16.0 and R software version 4.3.1. Results: A total of 84 studies were assessed. Of these, 11 were selected for meta-analysis. As a whole, the included studies were considered to be at a low risk of bias and were of high quality. Results of the meta-analysis showed no significant genetic causality between alcohol intake and arthritis (odds ratio (OR): 1.02 (0.94-1.11)). Smoking and arthritis had a positive genetic causal association (OR: 1.44 (1.27-1.64)) with both OA (1.44 (1.22-1.71)) and RA (1.37 (1.26-1.50)). Coffee consumption and arthritis also had a positive genetic causal association (OR: 1.02 (1.01-1.03)). Results from the subgroup analysis showed a positive genetic causality between coffee consumption and both OA (OR: 1.02 (1.00-1.03)) and RA (OR: 1.56 (1.19-2.05)). Conclusion: There is positive genetic causality between smoking and coffee consumption and arthritis (OA and RA), while there is insufficient evidence for genetic causality between alcohol intake and arthritis.
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Affiliation(s)
- Junxiang Wang
- Department of Joint Surgery, Honghui Hospital, Xi’an Jiaotong University, Xi’an 710054, China; (J.W.); (B.Z.); (J.W.); (K.X.)
- The School of Medicine, Xi’an Jiaotong University, Xi’an 710049, China;
| | - Binfei Zhang
- Department of Joint Surgery, Honghui Hospital, Xi’an Jiaotong University, Xi’an 710054, China; (J.W.); (B.Z.); (J.W.); (K.X.)
| | - Leixuan Peng
- The School of Medicine, Xi’an Jiaotong University, Xi’an 710049, China;
| | - Jiachen Wang
- Department of Joint Surgery, Honghui Hospital, Xi’an Jiaotong University, Xi’an 710054, China; (J.W.); (B.Z.); (J.W.); (K.X.)
| | - Ke Xu
- Department of Joint Surgery, Honghui Hospital, Xi’an Jiaotong University, Xi’an 710054, China; (J.W.); (B.Z.); (J.W.); (K.X.)
| | - Peng Xu
- Department of Joint Surgery, Honghui Hospital, Xi’an Jiaotong University, Xi’an 710054, China; (J.W.); (B.Z.); (J.W.); (K.X.)
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5
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Gu P, Pu B, Liu T, Yue D, Xin Q, Li HS, Yang BL, Ke DZ, Zheng XH, Zeng ZP, Zhang ZQ. Appraising causal risk and protective factors for rheumatoid arthritis. Bone Joint Res 2023; 12:601-614. [PMID: 37732818 PMCID: PMC10512867 DOI: 10.1302/2046-3758.129.bjr-2023-0118.r1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/22/2023] Open
Abstract
Aims Mendelian randomization (MR) is considered to overcome the bias of observational studies, but there is no current meta-analysis of MR studies on rheumatoid arthritis (RA). The purpose of this study was to summarize the relationship between potential pathogenic factors and RA risk based on existing MR studies. Methods PubMed, Web of Science, and Embase were searched for MR studies on influencing factors in relation to RA up to October 2022. Meta-analyses of MR studies assessing correlations between various potential pathogenic factors and RA were conducted. Random-effect and fixed-effect models were used to synthesize the odds ratios of various pathogenic factors and RA. The quality of the study was assessed using the Strengthening the Reporting of Observational Studies in Epidemiology using Mendelian Randomization (STROBE-MR) guidelines. Results A total of 517 potentially relevant articles were screened, 35 studies were included in the systematic review, and 19 studies were eligible to be included in the meta-analysis. Pooled estimates of 19 included studies (causality between 15 different risk factors and RA) revealed that obesity, smoking, coffee intake, lower education attainment, and Graves' disease (GD) were related to the increased risk of RA. In contrast, the causality contribution from serum mineral levels (calcium, iron, copper, zinc, magnesium, selenium), alcohol intake, and chronic periodontitis to RA is not significant. Conclusion Obesity, smoking, education attainment, and GD have real causal effects on the occurrence and development of RA. These results may provide insights into the genetic susceptibility and potential biological pathways of RA.
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Affiliation(s)
- Peng Gu
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Bin Pu
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Teng Liu
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Dan Yue
- Southwest Medical University, Luzhou, China
| | - Qiao Xin
- Jiangxi University of Chinese Medicine, Nanchang, China
| | - Hai-Shan Li
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Bai-Lin Yang
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Dao-Ze Ke
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiao-Hui Zheng
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhan-Peng Zeng
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China
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Guo K, Diemer EW, Labrecque JA, Swanson SA. Falsification of the instrumental variable conditions in Mendelian randomization studies in the UK Biobank. Eur J Epidemiol 2023; 38:921-927. [PMID: 37253997 PMCID: PMC10501946 DOI: 10.1007/s10654-023-01003-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 04/03/2023] [Indexed: 06/01/2023]
Abstract
Mendelian randomization (MR) is an increasingly popular approach to estimating causal effects. Although the assumptions underlying MR cannot be verified, they imply certain constraints, the instrumental inequalities, which can be used to falsify the MR conditions. However, the instrumental inequalities are rarely applied in MR. We aimed to explore whether the instrumental inequalities could detect violations of the MR conditions in case studies analyzing the effect of commonly studied exposures on coronary artery disease risk.Using 1077 single nucleotide polymorphisms (SNPs), we applied the instrumental inequalities to MR models for the effects of vitamin D concentration, alcohol consumption, C-reactive protein (CRP), triglycerides, high-density lipoprotein (HDL) cholesterol, and low-density lipoprotein (LDL) cholesterol on coronary artery disease in the UK Biobank. For their relevant exposure, we applied the instrumental inequalities to MR models proposing each SNP as an instrument individually, and to MR models proposing unweighted allele scores as an instrument. We did not identify any violations of the MR assumptions when proposing each SNP as an instrument individually. When proposing allele scores as instruments, we detected violations of the MR assumptions for 5 of 6 exposures.Within our setting, this suggests the instrumental inequalities can be useful for identifying violations of the MR conditions when proposing multiple SNPs as instruments, but may be less useful in determining which SNPs are not instruments. This work demonstrates how incorporating the instrumental inequalities into MR analyses can help researchers to identify and mitigate potential bias.
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Affiliation(s)
- Kelly Guo
- Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands.
| | - Elizabeth W Diemer
- Department of Child and Adolescent Psychiatry, Erasmus MC, Rotterdam, the Netherlands
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
- CAUSALab, Harvard T.H. Chan School of Public Health, Boston, USA
| | | | - Sonja A Swanson
- Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
- CAUSALab, Harvard T.H. Chan School of Public Health, Boston, USA
- Department of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, USA
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Lu RB, Huang J. Testing relationship between tea intake and the risk of rheumatoid arthritis and systemic lupus erythematosus: a Mendelian randomization study. Adv Rheumatol 2023; 63:10. [PMID: 36899398 DOI: 10.1186/s42358-023-00290-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 02/24/2023] [Indexed: 03/12/2023] Open
Abstract
BACKGROUND We performed Mendelian randomization (MR) to assess the causal effect of tea intake on rheumatoid arthritis (RA) and systemic lupus erythematosus (SLE). METHODS Genetic instruments for tea intake were obtained from a large genome-wide association study (GWAS) dataset of the UK Biobank. Genetic association estimates for RA (6236 cases and 147,221 controls) and SLE (538 cases and 213,145 controls) were obtained from the FinnGen study through the IEU GWAS database. RESULTS MR analyses using the inverse-variance weighted method showed that tea intake was not associated with risk of RA [odds ratio (OR) per standard deviation increment in genetically predicted tea intake = 0.997, 95% confidence interval (CI) 0.658-1.511] and SLE (OR per standard deviation increment in genetically predicted tea intake = 0.961, 95% CI 0.299-3.092). Weighted median, weighted mode, MR-Egger, leave-one-out and multivariable MR controlling for several confounding factors including current tobacco smoking, coffee intake, and alcoholic drinks per week yielded completely consistent results. No evidence of heterogeneity and pleiotropy was found. CONCLUSION Our MR study did not suggest a causal effect of genetically predicted tea intake on RA and SLE.
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Affiliation(s)
- Rong-Bin Lu
- Department of Orthopedic Trauma and Hand Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Jian Huang
- Clinical Laboratory Center, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China.
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Nayak SS, Sundararajan V. Robust anti-inflammatory activity of genistein against neutrophil elastase: a microsecond molecular dynamics simulation study. J Biomol Struct Dyn 2023; 41:11612-11628. [PMID: 36705087 DOI: 10.1080/07391102.2023.2170919] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 12/26/2022] [Indexed: 01/28/2023]
Abstract
Human Neutrophil Elastase (HNE) is one of the major causes of tissue destruction in numerous chronic and inflammatory disorders and has been reported as a therapeutic target for inflammatory diseases. Overexpression of this enzyme plays a critical role in the pathogenesis of rheumatoid arthritis (RA). The focus of this study is to identify potent natural inhibitors that could target the active site of the HNE through the use of computational methods. The molecular structure of small molecules was retrieved from several natural compound databases. This was followed by structure-based virtual screening, molecular docking, ADMET property predictions and molecular dynamic simulation studies to screen potential HNE inhibitors. In total, 1881 natural compounds were extracted and subjected to molecular docking studies, and 10 compounds were found to have good interactions, exhibiting the best docking scores. Genistein showed higher binding efficacy (-10.28 Kcal/mol) to HNE in comparison to other natural compounds. The conformational stability of the docked complex of the ELANE gene (HNE) with genistein was assessed using 1-microsecond molecular dynamic simulation (MDs), which reliably revealed the unique stereochemical alteration of the complex, indicating its conformational stability and flexibility. Alterations in the enzyme structure upon complex formation were further characterized through clustering analysis and linear interaction energy (LIE) calculation. The outcomes of this research propose novel potential candidates against target HNE.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Smruti Sudha Nayak
- Department of Bio-Sciences, School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, Tamilnadu, India
| | - Vino Sundararajan
- Department of Bio-Sciences, School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, Tamilnadu, India
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9
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Stanciu I, Anderson J, Siebert S, Mackay D, Lyall DM. Associations of rheumatoid arthritis and rheumatoid factor with mental health, sleep and cognition characteristics in the UK Biobank. Sci Rep 2022; 12:19844. [PMID: 36400784 PMCID: PMC9674828 DOI: 10.1038/s41598-022-22021-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 10/07/2022] [Indexed: 11/19/2022] Open
Abstract
While previous rheumatoid arthritis (RA) studies have focussed on cardiometabolic and lifestyle factors, less research has focussed on psychological variables including mood and cognitive health, and sleep. Cross-sectional analyses tested for associations between RA and RF+ (positive rheumatoid factor) vs. mental health (depression, anxiety, neuroticism), sleep variables and cognition scores in UK Biobank (total n = 484,064). Those RF+ were more likely to report longer sleep duration (β = 0.01, SE = 0.004, p < 0.01) and less likely to get up in the morning easily (OR 0.95, 95% CI 0.92-0.99, p = 0.01). Those reporting RA were more likely to score higher for neuroticism (β = 0.05, SE = 0.01, p < 0.001), to nap during the day (OR 1.10, 95% CI 1.06-1.14, p < 0.001), have insomnia (OR 1.28, 95% CI 1.22-1.35, p < 0.001), have slower reaction times (β = 0.02, SE = 0.008, p < 0.005) and score less for fluid intelligence (β = - 0.03, SE = 0.01, p < 0.05) and less likely to get up easily (OR 0.61, 95% CI 0.58-0.64, p < 0.001). The current study suggests that prevalent RA, and RF+ status are associated with differences in mental health, sleep, and cognition, highlighting the importance of addressing these aspects in clinical settings and future research.
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Affiliation(s)
- Ioana Stanciu
- School of Health and Wellbeing, University of Glasgow, 1 Lilybank Gardens, Glasgow, G12 8RZ, UK
| | - Jana Anderson
- School of Health and Wellbeing, University of Glasgow, 1 Lilybank Gardens, Glasgow, G12 8RZ, UK
| | - Stefan Siebert
- School of Inflammation and Immunity, University of Glasgow, Glasgow, UK
| | - Daniel Mackay
- School of Health and Wellbeing, University of Glasgow, 1 Lilybank Gardens, Glasgow, G12 8RZ, UK
| | - Donald M Lyall
- School of Health and Wellbeing, University of Glasgow, 1 Lilybank Gardens, Glasgow, G12 8RZ, UK.
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TESTINO G, BALBINOT P. Alcohol use and rheumatoid arthritis: a poorly studied association. Minerva Med 2022; 113:726-727. [DOI: 10.23736/s0026-4806.21.07810-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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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: 2.0] [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.
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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
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12
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Chen H, Mi S, Zhu J, Jin W, Li Y, Wang T, Li Y, Fan C. No Causal Association Between Adiponectin and the Risk of Rheumatoid Arthritis: A Mendelian Randomization Study. Front Genet 2021; 12:670282. [PMID: 34630505 PMCID: PMC8498100 DOI: 10.3389/fgene.2021.670282] [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: 02/24/2021] [Accepted: 08/27/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Accumulating evidence from observational studies suggested that circulating adiponectin levels are associated with the risk of rheumatoid arthritis (RA), but the causality remains unknown. We aimed to assess the causal relationship of adiponectin with RA risk. Methods: Based on summary statistics from large-scale genome-wide association studies (GWAS), we quantified the genetic correlation between adiponectin and RA. Then bidirectional Mendelian randomization (MR) analysis was performed to assess the causal relationship. Twenty single-nucleotide polymorphisms (SNPs) associated with adiponectin were selected as instrumental variables from a recent GWAS (n = 67,739). We applied theses SNPs to a large-scale GWAS for RA (14,361 cases and 43,923 controls) with replication using RA data from the FinnGen consortium (6,236 cases and 147,221 controls) and the UK Biobank (5,201 cases and 457,732 controls). The inverse-variance weighted (IVW) and multiple pleiotropy-robust methods were used for two-sample MR analyses. Results: Our analyses showed no significant genetic correlation between circulating adiponectin levels and RA [rG = 0.127, 95% confidence interval (CI): -0.012 to 0.266, P = 0.074]. In MR analyses, genetically predicted adiponectin levels were not significantly associated with the RA risk (odds ratio: 0.98, 95% CI: 0.88-1.09, P = 0.669). In the reverse direction analysis, there is little evidence supporting an association of genetic susceptibility to RA with adiponectin (β: 0.007, 95% CI: -0.003 to 0.018, P = 0.177). Replication analyses and sensitivity analyses using different models yielded consistent results. Conclusions: Our findings provided no evidence to support the causal effect of adiponectin levels on RA risk and of RA on circulating adiponectin levels.
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Affiliation(s)
- Hanzhu Chen
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Shuai Mi
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Jiahao Zhu
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Weidong Jin
- Department of Clinical Laboratory, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China
| | - Yasong Li
- Department of Rheumatology and Immunology, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China
| | - Tianle Wang
- Department of Rheumatology and Immunology, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China
| | - Yingjun Li
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Chunhong Fan
- School of Public Health, Hangzhou Medical College, Hangzhou, China
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13
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Arleevskaya M, Takha E, Petrov S, Kazarian G, Novikov A, Larionova R, Valeeva A, Shuralev E, Mukminov M, Bost C, Renaudineau Y. Causal risk and protective factors in rheumatoid arthritis: A genetic update. J Transl Autoimmun 2021; 4:100119. [PMID: 34522877 PMCID: PMC8424591 DOI: 10.1016/j.jtauto.2021.100119] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 08/30/2021] [Indexed: 02/08/2023] Open
Abstract
The characterization of risk and protective factors in complex diseases such as rheumatoid arthritis (RA) has evolved from epidemiological studies, which test association, to the use of Mendelian randomization approaches, which test direct relationships. Indeed, direct associations with the mucosal origin of RA are retrieved with periodontal disease (Porphyromonas gingivalis and Aggregatibacter actinomycetemcomitans predominantly), interstitial lung involvement, tobacco smoking and air pollutants. Next, factors directly associated with an acquired immune response include genetic factors (HLA DRB1, PTPN22), capacity to produce anti-modified protein antibodies (AMPA), and relatives with a history of autoimmune diseases. Finally, factors can be also classified according to their direct capacity to interfere with the IL-6/CRP/sIL-IL6R proinflammatory pathway as risk factor (body fat, cardiometabolic factors, type 2 diabetes, depressive syndrome) or either as protective factors by controlling of sIL-6R levels (higher education level, and intelligence). Although some co-founders have been characterized (e.g. vitamin D, physical activity, cancer) the direct association with sex-discrepancy, pregnancy, and infections among other factors remains to be better explored.
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Affiliation(s)
- M Arleevskaya
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia.,Institute of Fundamental Medicine and Biology, Kazan (Volga Region) Federal University, Kazan, Russia
| | - E Takha
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia
| | - S Petrov
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia.,Institute of Environmental Sciences, Kazan (Volga Region) Federal University, Kazan, Russia
| | - G Kazarian
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia
| | - A Novikov
- Sobolev Institute of Mathematics, Siberian Branch of Russian Academy of Science, Russia
| | - R Larionova
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia.,Institute of Fundamental Medicine and Biology, Kazan (Volga Region) Federal University, Kazan, Russia
| | - A Valeeva
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia
| | - E Shuralev
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia.,Institute of Environmental Sciences, Kazan (Volga Region) Federal University, Kazan, Russia.,Kazan State Academy of Veterinary Medicine Named After N.E. Bauman, Kazan, Russia
| | - M Mukminov
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia.,Institute of Environmental Sciences, Kazan (Volga Region) Federal University, Kazan, Russia
| | - C Bost
- CHU Toulouse, INSERM U1291, CNRS U5051, University Toulouse III, Toulouse, France
| | - Y Renaudineau
- Central Research Laboratory, Kazan State Medical Academy, Kazan, Russia.,CHU Toulouse, INSERM U1291, CNRS U5051, University Toulouse III, Toulouse, France
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14
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Turk M, Murray K, Alammari Y, Gorman A, Young F, Gallagher P, Saber T, Freeman L, Maguire S, O'Shea F, Fearon U, Veale D. The effects of alcohol consumption and its associations with disease activity among 979 patients with inflammatory arthritis. RMD Open 2021; 7:rmdopen-2020-001510. [PMID: 33875561 PMCID: PMC8057575 DOI: 10.1136/rmdopen-2020-001510] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 03/15/2021] [Accepted: 03/22/2021] [Indexed: 11/26/2022] Open
Abstract
Objective The role of alcohol in inflammatory disease remains debated. This study explores the relationship between alcohol and disease activity in patients with inflammatory arthritis. Methods Patients attending a rheumatology clinic between 2010 and 2020 were prospectively followed. Information on demographics, alcohol use, smoking habits and disease outcome measures were collected from these patients. Statistical analysis included univariate and multivariate linear and binary logistic regressions, Mann-Whitney U tests and one-way analysis of variance with Tukey’s honest significant difference (HSD) test. Results Of the 979 analysed patients, 62% had rheumatoid arthritis (RA), 26.7% had psoriatic arthritis (PsA) and 11.2% had ankylosing spondylitis. Mean DAS28-CRP (Disease Activity Score 28 - C-reactive protein) in RA and PsA at 1 year was 2.96±1.39, and 64.2% of patients were in remission (DAS28-CRP ≤2.6 or BASDAI (Bath Ankylosing Spondylitis Disease Activity Index) ≤4). Both male gender and risky drinking (>15 units of weekly alcohol) were significantly associated with remission. Compared with women, men had an OR of 1.8 (1.1, 2.5) (p=0.034) for any alcohol consumption and 6.9 (4.7, 9.1) (p=0.001) for drinking at least 15 weekly drinks. When adjusted for gender, there was no association between alcohol and disease activity. Yet, when adjusted for alcohol consumption, gender still significantly influenced disease activity. Conclusion While it may appear that alcohol is linked to remission in inflammatory arthritis, when adjusted for gender, it is not. Men with inflammatory arthritis drink significantly more than women and have less severe disease activity.
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Affiliation(s)
- Matthew Turk
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland
| | - Kieran Murray
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland
| | - Yousef Alammari
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland
| | - Aine Gorman
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland
| | - Francis Young
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland
| | - Phil Gallagher
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland
| | - Tajvur Saber
- Rheumatology, Lady Reading Hospital, Peshawar, Pakistan
| | - Lorna Freeman
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland
| | | | | | - Ursula Fearon
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland.,Trinity College Dublin, Dublin, Ireland
| | - Douglas Veale
- The Centre for Arthritis and Rheumatic Disease, St Vincent's University Hospital, Dublin, Ireland
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15
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VanEvery H, Yang W, Olsen N, Bao L, Lu B, Wu S, Cui L, Gao X. Alcohol Consumption and Risk of Rheumatoid Arthritis among Chinese Adults: A Prospective Study. Nutrients 2021; 13:nu13072231. [PMID: 34209676 PMCID: PMC8308382 DOI: 10.3390/nu13072231] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 06/08/2021] [Accepted: 06/25/2021] [Indexed: 12/27/2022] Open
Abstract
Alcohol consumption may be associated with the risk of rheumatoid arthritis (RA), but potential sex-related differences in this association have not been explored. Thus, we utilized 87,118 participants in the Kailuan Study, a prospective cohort initiated in 2006 to study the risk factors of cardiovascular disease in a Chinese population. We included those that did not have RA at baseline (2006), and performed cox proportional hazard modeling to calculate the hazard ratio (HR) and 95% confidence interval (95% CI) of RA according to the levels of alcohol consumption (never or past, light or moderate (<1 serving/day for women, <2 servings/day for men), and heavy (>1 serving/day for women, >2 servings/day for men), adjusting for age, sex, body mass index, and smoking. Diagnoses of RA were confirmed via medical record review by rheumatologists. From 2006 to 2018, we identified 87 incident RA cases. After adjusting for potential confounders, the HR of RA was 1.26 (95% CI: 0.62, 2.56) for participants with light or moderate alcohol consumption and 1.98 (95% CI: 0.93, 4.22) for participants with heavy alcohol consumption) versus non-drinkers. The HR of each 10 g increase in alcohol consumption was 1.11 (95% CI: 0.98, 1.26) (p-trend = 0.09). A significant association between alcohol consumption and RA risk was observed in women, but not in men (p for interaction = 0.06). Among women, each 10 g increase in alcohol consumption was significantly associated with a high risk of RA (HR: 1.56; 95% CI: 1.06, 2.29). In contrast, each 10 g increase in alcohol consumption was not significantly associated with the risk of RA in men (HR: 1.10; 95% CI: 0.97, 1.25). Excluding past drinkers generated similar results. In this prospective Chinese cohort, increasing alcohol consumption was associated with an elevated risk of RA among women, but not in men. These findings highlight the importance of incorporating analysis of sex differences into future studies of alcohol consumption and RA risk.
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Affiliation(s)
- Hannah VanEvery
- Department of Nutritional Sciences, The Pennsylvania State University, State College, PA 16802, USA;
| | - Wenhao Yang
- Department of Rheumatology and Immunology, Kailuan General Hospital, Tangshan 063000, China; (W.Y.); (L.C.)
| | - Nancy Olsen
- Division of Rheumatology, Department of Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA 17033, USA;
| | - Le Bao
- Department of Statistics, The Pennsylvania State University, State College, PA 16802, USA;
| | - Bing Lu
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA;
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan 063000, China;
| | - Liufu Cui
- Department of Rheumatology and Immunology, Kailuan General Hospital, Tangshan 063000, China; (W.Y.); (L.C.)
| | - Xiang Gao
- Department of Nutritional Sciences, The Pennsylvania State University, State College, PA 16802, USA;
- Correspondence: ; Tel.: +814-867-5959
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16
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Jiang X, Zhu Z, Manouchehrinia A, Olsson T, Alfredsson L, Kockum I. Alcohol Consumption and Risk of Common Autoimmune Inflammatory Diseases-Evidence From a Large-Scale Genetic Analysis Totaling 1 Million Individuals. Front Genet 2021; 12:687745. [PMID: 34239545 PMCID: PMC8258244 DOI: 10.3389/fgene.2021.687745] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 04/26/2021] [Indexed: 01/10/2023] Open
Abstract
Purpose: Observational studies have suggested a protective effect of alcohol intake with autoimmune disorders, which was not supported by Mendelian randomization (MR) analyses that used only a few (<20) instrumental variables. Methods: We systemically interrogated a putative causal relationship between alcohol consumption and four common autoimmune disorders, using summary-level data from the largest genome-wide association study (GWAS) conducted on inflammatory bowel disease (IBD), rheumatoid arthritis (RA), multiple sclerosis (MS), and systemic lupus erythematosus (SLE). We quantified the genetic correlation to examine a shared genetic similarity. We constructed a strong instrument using 99 genetic variants associated with drinks per week and applied several two-sample MR methods. We additionally incorporated excessive drinking as reflected by alcohol use disorder identification test score. Results: We observed a negatively shared genetic basis between alcohol intake and autoimmune disorders, although none was significant (rg = −0.07 to −0.02). For most disorders, genetically predicted alcohol consumption was associated with a slightly (10–25%) decreased risk of onset, yet these associations were not significant. Meta-analyzing across RA, MS, and IBD, the three Th1-related disorders yielded to a marginally significantly reduced effect [OR = 0.70 (0.51–0.95), P = 0.02]. Excessive drinking did not appear to reduce the risk of autoimmune disorders. Conclusions: With its greatly augmented sample size and substantially improved statistical power, our MR study does not convincingly support a beneficial role of alcohol consumption in each individual autoimmune disorder. Future studies may be designed to replicate our findings and to understand a causal effect on disease prognosis.
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Affiliation(s)
- Xia Jiang
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Zhaozhong Zhu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Ali Manouchehrinia
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden
| | - Tomas Olsson
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden
| | - Lars Alfredsson
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden
| | - Ingrid Kockum
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institute, Stockholm, Sweden
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17
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Huang W, Zhou H, Hodgkinson C, Montero A, Goldman D, Chang SL. Network Meta-Analysis on the Mechanisms Underlying Alcohol Augmentation of COVID-19 Pathologies. Alcohol Clin Exp Res 2021; 45:675-688. [PMID: 33583045 PMCID: PMC8014161 DOI: 10.1111/acer.14573] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 02/02/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) pandemic is a worldwide crisis caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Many COVID-19 patients present with fever in the early phase, with some progressing to a hyperinflammatory phase. Ethanol (EtOH) exposure may lead to systemic inflammation. Network meta-analysis was conducted to examine possible relationships between EtOH consumption and COVID-19 pathologies. METHODS Molecules affected by EtOH exposure were identified by analysis with QIAGEN Knowledge Base. Molecules affected by COVID-19 were identified from studies in MEDLINE, bioRxiv, and medRxiv reporting gene expression profiles in COVID-19 patients, QIAGEN Coronavirus Network Explorer, and analysis of the RNA-sequencing data of autopsied lungs of COVID-19 patients retrieved from the GEO database. Network meta-analysis was then conducted on these molecules using QIAGEN Ingenuity Pathway Analysis (IPA). RESULTS Twenty-eight studies reporting significant gene expression changes in COVID-19 patients were identified. One RNA-sequencing dataset on autopsied lungs of COVID-19 patients was retrieved from GEO. Our network meta-analysis suggests that EtOH exposure may augment the effects of SARS-CoV-2 infection on hepatic fibrosis signaling pathway, cellular metabolism and homeostasis, inflammation, and neuroinflammation. EtOH may also enhance the activity of key mediators including cytokines, such as IL-1β, IL-6, and TNF, and transcription factors, such as JUN and STAT, while inhibiting the activity of anti-inflammatory mediators including glucocorticoid receptor. Furthermore, IL-1β, IL-6, TNF, JUN, and STAT were mapped to 10 pathways predicted to associate with SARS-CoV-2 proteins, including HMGB1, IL-1, and IL-6 signaling pathways. CONCLUSIONS Our meta-analyses demonstrate that EtOH exposure may augment SARS-CoV-2-induced inflammation by altering the activity of key inflammatory mediators. Our findings suggest that it is important for clinicians to caution patients about the risk of alcohol consumption, which has increased during the COVID-19 pandemic. The findings also call for further investigation into how alcohol exposure affects viral infections.
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Affiliation(s)
- Wenfei Huang
- Institute of Neuroimmune PharmacologySeton Hall UniversitySouth OrangeNJUSA
- Department of Biological SciencesSeton Hall UniversitySouth OrangeNJUSA
| | - Heping Zhou
- Department of Biological SciencesSeton Hall UniversitySouth OrangeNJUSA
| | | | - Angelo Montero
- Institute of Neuroimmune PharmacologySeton Hall UniversitySouth OrangeNJUSA
- Department of Biological SciencesSeton Hall UniversitySouth OrangeNJUSA
| | | | - Sulie L. Chang
- Institute of Neuroimmune PharmacologySeton Hall UniversitySouth OrangeNJUSA
- Department of Biological SciencesSeton Hall UniversitySouth OrangeNJUSA
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18
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Serban T, Allara R, Azzolini V, Bellintani C, Belloli L, Belai Beyene N, Bucci R, Caporali R, Cappelli A, Corbelli V, DE Gennaro F, Fusaro E, Giusti A, Govoni M, Magnani L, Manzo C, Romano C, Rossini M, Santilli D, Saviola G, Sinigaglia L, Bianchi G. Long-term methotrexate use in rheumatoid arthritis patients: real-world data from the MARTE study. Minerva Med 2021; 112:246-254. [PMID: 33555152 DOI: 10.23736/s0026-4806.21.06902-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND The MARTE study investigated the demographic, clinical, and therapeutic characteristics of rheumatoid arthritis (RA) patients ongoing methotrexate (MTX) treatment for longer than 8 years. METHODS This cross-sectional, observational study considered 587 RA patients from 67 Rheumatology Units across Italy. Data collected included demographic, clinical, and therapeutic characteristics, focusing on MTX prescription patterns (route of administration, dosing regimens, treatment duration, and discontinuation). RESULTS As initial therapy, 90.6% of patients received one conventional synthetic Disease Modifying Anti Rheumatic Drug (csDMARD), with treatment started within the first 3 months from diagnosis in half of the patients. MTX was the first csDMARD in 46.2% of patients. The prevalent route of administration at diagnosis was the intramuscular (60.5%), while at study entry (baseline) 57.6% were receiving subcutaneous MTX. Patients who required a higher MTX dose at study entry were those who received a significantly lower starting MTX dose (P<0.001). Significantly higher MTX doses were currently required in men (P<0.001), current smokers (P=0.013), and overweight patients (P=0.028), whereas patients on oral therapy received significantly lower doses of MTX (P<0.001). CONCLUSIONS The MARTE study confirms once again the potential of the proper use of MTX in the treatment of RA. Data from our study suggest that a higher dose of MTX should be used since the first stages in overweight patients, men, and smokers.
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Affiliation(s)
- Teodora Serban
- S.C. Rheumatology, Department of Locomotor System, ASL3 Genovese, Genoa, Italy -
| | | | | | | | - Laura Belloli
- S.C. Rheumatology, Polyspecialist Medical Department, Niguarda Hospital, Milan, Italy
| | | | - Romano Bucci
- SSD Rheumatology, University Hospital OO. RR. of Foggia, Foggia, Italy
| | | | - Antonella Cappelli
- SS Rheumatology, ASST Settelaghi, Circolo Hospital and Macchi Foundation, Varese, Italy
| | - Vincenzo Corbelli
- Unit of Medicine, ASST Lariana, S. Anna Hospital, San Fermo della Battaglia, Como, Italy
| | - Fabio DE Gennaro
- US Rheumatology, Hospital of Cremona, ASST of Cremona, Cremona, Italy
| | - Enrico Fusaro
- SC Rheumatology, Città della Salute e della Scienza, Turin, Italy
| | - Andrea Giusti
- S.C. Rheumatology, Department of Locomotor System, ASL3 Genovese, Genoa, Italy
| | - Marcello Govoni
- University of Ferrara, S. Anna University Hospital, Ferrara, Italy
| | - Luca Magnani
- S.C. Rheumatology, IRCCS Arcispedale Santa Maria Nuova Hospital, Reggio Emilia, Italy
| | - Ciro Manzo
- ASL Napoli 3 Sud, Ambulatory of Rheumatology - Sanitary District 59, Sant'Agnello, Naples, Italy
| | - Ciro Romano
- Division of Internal Medicine and Immuno-allergology, SUN University Hospital, Naples, Italy
| | - Maurizio Rossini
- Section of Rheumatology, Department of Medicine, University Hospital of Borgo Trento, Verona, Italy
| | - Daniele Santilli
- S.S.D. Internal Medicine and Rheumatology, University Hospital of Parma, Parma, Italy
| | - Gianantonio Saviola
- Unit of Rheumatology and Rehabilitation, Institute of Castel Goffredo, IRCCS Maugeri Clinical Scientific Institutes, Mantua, Italy
| | - Luigi Sinigaglia
- Day Hospital of Rheumatology, G. Pini Orthopedic Institute, Milan, Italy
| | - Gerolamo Bianchi
- S.C. Rheumatology, Department of Locomotor System, ASL3 Genovese, Genoa, Italy
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19
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Jiang X, Alfredsson L. Modifiable environmental exposure and risk of rheumatoid arthritis-current evidence from genetic studies. Arthritis Res Ther 2020; 22:154. [PMID: 32571398 PMCID: PMC7310443 DOI: 10.1186/s13075-020-02253-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 06/17/2020] [Indexed: 12/29/2022] Open
Abstract
Rheumatoid arthritis (RA) is a multifactorial chronic autoimmune disease, which involves a complex interplay of environmental triggers and genetic components in its etiology. It has been shown that genetics only explain about half of the liability to develop RA, leaving a large room for non-genetic factors. Indeed, several environmental exposures including smoking, drinking, obesity, and dietary patterns (and more) have been identified to be associated with RA risk, yet the observational nature of conventional epidemiological investigation hampers causal inference, as the validity of results could be plagued by measurement error, confounding, and/or reverse causality. Mendelian randomization (MR) is a novel statistical approach that uses genetic variants as instrumental variables (IV) to make causal inferences from observational data. The current genetic discoveries in the many heritable and modifiable human complex traits have provided an exceptional opportunity to evaluate a putative causal relationship between exposure and outcome in the absence of high-quality experimental or intervention studies, through a MR design. In the current review, we detail the contribution of MR studies hitherto conducted for modifiable environmental exposures with the risk of RA to understand the role of these factors in RA pathogenesis. We start with a brief introduction of each study, follow by a summarization of shortcomings and conclude by highlighting future directions. The application of MR design in the field of rheumatology remains limited. Only a few MR studies have examined the causal roles of vitamin D, cigarette smoking, alcohol consumption, coffee consumption, and levels of education in RA, where, no consistent evidence for a causal relationship has been found. Most studies lacked sensitivity analyses to verify MR model assumptions and to guarantee the validity of results. Almost all studies are likely to bias the strength of association towards a null value, since they used IVs from earlier GWAS(s) of exposures with a small sample size (i.e., few genetic markers). As the magnitudes of GWAS expand rapidly, additional trait-associated loci have been discovered. Incorporating these loci would greatly improve the strength of genetic instruments, as well as both the accuracy and precision of MR estimates. To conclude, there is a need for an update and a huge space for improvement of future MR studies in RA.
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Affiliation(s)
- Xia Jiang
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, tomtebodavägen 18A, 5th floor, 171 77, Stockholm, Sweden.
| | - Lars Alfredsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Nobels väg 13, 171 77, Sweden
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20
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Möller B, Kollert F, Sculean A, Villiger PM. Infectious Triggers in Periodontitis and the Gut in Rheumatoid Arthritis (RA): A Complex Story About Association and Causality. Front Immunol 2020; 11:1108. [PMID: 32582191 PMCID: PMC7283532 DOI: 10.3389/fimmu.2020.01108] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 05/07/2020] [Indexed: 12/12/2022] Open
Abstract
Rheumatoid arthritis (RA) is a systemic immune mediated inflammatory disease of unknown origin, which is predominantly affecting the joints. Antibodies against citrullinated peptides are a rather specific immunological hallmark of this heterogeneous entity. Furthermore, certain sequences of the third hypervariable region of human leukocyte antigen (HLA)-DR class II major histocompatibility (MHC) molecules, the so called "shared epitope" sequences, appear to promote autoantibody positive types of RA. However, MHC-II molecule and other genetic associations with RA could not be linked to immune responses against specific citrullinated peptides, nor do genetic factors fully explain the origin of RA. Consequently, non-genetic factors must play an important role in the complex interaction of endogenous and exogenous disease factors. Tobacco smoking was the first environmental factor that was associated with onset and severity of RA. Notably, smoking is also an established risk factor for oral diseases. Furthermore, smoking is associated with extra-articular RA manifestations such as interstitial lung disease in anatomical proximity to the airway mucosa, but also with subcutaneous rheumatoid nodules. In the mouth, Porphyromonas gingivalis is a periodontal pathogen with unique citrullinating capacity of foreign microbial antigens as well as candidate RA autoantigens. Although the original hypothesis that this single pathogen is causative for RA remained unproven, epidemiological as well as experimental evidence linking periodontitis (PD) with RA is rapidly accumulating. Other periopathogens such as Aggregatibacter actinomycetemcomitans and Prevotella intermedia were also proposed to play a specific immunodominant role in context of RA. However, demonstration of T cell reactivity against citrullinated, MHC-II presented autoantigens from RA synovium coinciding with immunity against Prevotella copri (Pc.), a gut microbe attracted attention to another mucosal site, the intestine. Pc. was accumulated in the feces of clinically healthy subjects with citrulline directed immune responses and was correlated with RA onset. In conclusion, we retrieved more than one line of evidence for mucosal sites and different microbial taxa to be potentially involved in the development of RA. This review gives an overview of infectious agents and mucosal pathologies, and discusses the current evidence for causality between different exogenous or mucosal factors and systemic inflammation in RA.
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Affiliation(s)
- Burkhard Möller
- Department for Rheumatology, Immunology and Allergology, Inselspital-University Hospital of Bern, Bern, Switzerland
| | - Florian Kollert
- Department for Rheumatology, Immunology and Allergology, Inselspital-University Hospital of Bern, Bern, Switzerland
| | - Anton Sculean
- Department of Periodontology, School of Dental Medicine, University of Bern, Bern, Switzerland
| | - Peter M Villiger
- Department for Rheumatology, Immunology and Allergology, Inselspital-University Hospital of Bern, Bern, Switzerland
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Cornelis MC. Genetic determinants of beverage consumption: Implications for nutrition and health. ADVANCES IN FOOD AND NUTRITION RESEARCH 2019; 89:1-52. [PMID: 31351524 PMCID: PMC7047661 DOI: 10.1016/bs.afnr.2019.03.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Beverages make important contributions to nutritional intake and their role in health has received much attention. This review focuses on the genetic determinants of common beverage consumption and how research in this field is contributing insight to what and how much we consume and why this genetic knowledge matters from a research and public health perspective. The earliest efforts in gene-beverage behavior mapping involved genetic linkage and candidate gene analysis but these approaches have been largely replaced by genome-wide association studies (GWAS). GWAS have identified biologically plausible loci underlying alcohol and coffee drinking behavior. No GWAS has identified variants specifically associated with consumption of tea, juice, soda, wine, beer, milk or any other common beverage. Thus far, GWAS highlight an important behavior-reward component (as opposed to taste) to beverage consumption which may serve as a potential barrier to dietary interventions. Loci identified have been used in Mendelian randomization and gene×beverage interaction analysis of disease but results have been mixed. This research is necessary as it informs the clinical relevance of SNP-beverage associations and thus genotype-based personalized nutrition, which is gaining interest in the commercial and public health sectors.
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Affiliation(s)
- Marilyn C Cornelis
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
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