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Shao Y, Zhang H, Shi Q, Wang Y, Liang Q. Clinical prediction models of rheumatoid arthritis and its complications: focus on cardiovascular disease and interstitial lung disease. Arthritis Res Ther 2023; 25:159. [PMID: 37658422 PMCID: PMC10472585 DOI: 10.1186/s13075-023-03140-5] [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: 06/13/2023] [Accepted: 08/14/2023] [Indexed: 09/03/2023] Open
Abstract
Rheumatoid arthritis (RA) is a chronic, systemic, autoimmune disease of unknown etiology with erosive, symmetric polyarthritis as the main clinical manifestations. Its basic pathological changes are the formation of synovitis, and patients gradually develop destruction of articular cartilage destruction and bone erosion, which eventually leads to joint deformity, disability, and various extra-articular manifestations. Clinical prediction models (CPMs), also known as risk prediction models or risk scores, are mathematical formulas used to estimate the probability that a given individual will have a disease or an outcome in the future. The models are mainly divided into two categories: diagnostic models and prognostic models, which can be used to provide information on disease diagnosis or prognosis to help make better medical decisions. Currently, there is no cure for RA, but effective early diagnosis and treatment are crucial for limiting the severity of the disease and preventing the occurrence and development of complications. This paper reviews the CPMs associated with RA and its related complications, including cardiovascular disease (CVD) and interstitial lung disease (ILD), in order to provide reference and evidence for the early diagnosis and treatment of these diseases and personalized medicine for patients. In addition, the possible pathogenesis and risk factors of these comorbidities are summarized, and possible directions for future related research are prospected.
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Affiliation(s)
- Yubo Shao
- Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
- Spine Institute, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
- School of Graduate, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
- Key Laboratory of Ministry of Education of Theory and Therapy of Muscles and Bones, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
| | - Hong Zhang
- Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
- Spine Institute, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
- Key Laboratory of Ministry of Education of Theory and Therapy of Muscles and Bones, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
| | - Qi Shi
- Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
- Spine Institute, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
- Key Laboratory of Ministry of Education of Theory and Therapy of Muscles and Bones, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
| | - Yongjun Wang
- Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China.
- Spine Institute, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China.
- Key Laboratory of Ministry of Education of Theory and Therapy of Muscles and Bones, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China.
| | - Qianqian Liang
- Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China.
- Spine Institute, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China.
- Key Laboratory of Ministry of Education of Theory and Therapy of Muscles and Bones, Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China.
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Wang Z, Kun Y, Lei Z, Dawei W, Lin P, Jibo W. LncRNA MIAT downregulates IL-1β, TNF-ɑ to suppress macrophage inflammation but is suppressed by ATP-induced NLRP3 inflammasome activation. Cell Cycle 2021; 20:194-203. [PMID: 33459112 DOI: 10.1080/15384101.2020.1867788] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Cardiovascular disease (CVD) has been identified as the leading cause of premature deaths in rheumatoid arthritis (RA), accounting for about 40 to 50% of all deaths. Macrophage inflammation is regarded as a key point to link to the two diseases. Recently, long non-coding RNAs (lncRNAs) have acknowledged as a regulator of inflammation significantly. Here, we firstly found that lncRNA myocardial infarction associated transcript (lncRNA MIAT), a crucial lncRNA to regulate CVD, expressed increasingly in synovium and myocardial tissues of collagen-induced arthritis (CIA) mice. Besides, we also verified that the increased infiltration of macrophage occurred in those tissues of the CIA. In vitro, we found that macrophage inflammation induced by LPS could up-regulate lncRNA MIAT expression. LncRNA MIAT seemed to inhibit the expression of IL-1β, TNF-ɑ and be suppressed by ATP-induced NLRP3 inflammasome activation pathway. Therefore, these data indicated an anti-inflammatory effect of lncRNA MIAT in macrophage and an original research direction for high cardiovascular risk in RA.
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Affiliation(s)
- Ziye Wang
- Department of Rheumatology & Clinical Immunology, Affiliated Hospital of Qingdao University , Qingdao,China
| | - Yang Kun
- Medical Research Center, Affiliated Hospital of Qingdao University , China
| | - Zhao Lei
- Department of Rheumatology & Clinical Immunology, Affiliated Hospital of Qingdao University , Qingdao,China
| | - Wen Dawei
- Department of Rheumatology & Clinical Immunology, Affiliated Hospital of Qingdao University , Qingdao,China
| | - Pan Lin
- Department of Rheumatology & Clinical Immunology, Affiliated Hospital of Qingdao University , Qingdao,China
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Scanlon EM, Mankad R, Crowson CS, Kullo IJ, Mulvagh SL, Matteson EL, Kvrgic Z, Davis JM. Cardiovascular risk assessment in patients with rheumatoid arthritis: a correlative study of noninvasive arterial health testing. Clin Rheumatol 2016; 36:763-771. [PMID: 27988813 DOI: 10.1007/s10067-016-3515-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Accepted: 12/11/2016] [Indexed: 11/25/2022]
Abstract
This study aimed to determine the relationship between noninvasive measures of arterial health and both estimated 10-year cardiovascular risk and measures of disease activity over time in established rheumatoid arthritis. Fifty rheumatoid arthritis patients underwent noninvasive arterial health testing (brachial artery reactivity, aortic augmentation index [AIx], pulse wave velocity, carotid artery intima-media thickness, and carotid artery plaque presence) and assessment of clinical disease activity (tender or swollen joint counts, Clinical Disease Activity Index [CDAI], and Health Assessment Questionnaire II [HAQ-II]). Clinical measures during 3 years before the study visit were averaged. Arterial health testing was compared with the American Heart Association/American College of Cardiology (AHA/ACC) Pooled Cohort Equation. Spearman methods identified correlations between disease activity measures, cardiac biomarkers, and arterial health parameters. Among the patients (mean age, 57.5 years), disease activity was moderate (mean [SD] CDAI, 16.9 [15.3]). At the study visit, corrected aortic augmentation index correlated with CDAI (r = 0.37, P = .009) and HAQ-II (r = 0.33, P = .02). AIx correlated with time-averaged tender joint count (r = 0.37, P = .008), CDAI (r = 0.36, P = .01), HAQ-II (r = 0.36, P = .01), swollen joint count (r = 0.36, P = .10), patient global assessment (r = 0.33, P = .02), physician global assessment (r = 0.35, P = .01), and pain score (r = 0.38, P = .007). The AHA/ACC low-risk group (<5% 10-year risk) had highest prevalence of carotid plaques. Arterial health testing may identify increased risk of cardiovascular disease compared with risk obtained through AHA/ACC Pooled Cohort Equation. Measures of arterial stiffness correlate with the burden of disease activity over time.
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Affiliation(s)
- Erin M Scanlon
- Division of Rheumatology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA.
| | - Rekha Mankad
- Division of Cardiovascular Diseases, Mayo Clinic, Rochester, MN, USA
| | - Cynthia S Crowson
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Iftikhar J Kullo
- Division of Cardiovascular Diseases, Mayo Clinic, Rochester, MN, USA
| | - Sharon L Mulvagh
- Division of Cardiovascular Diseases, Mayo Clinic, Rochester, MN, USA
| | - Eric L Matteson
- Division of Rheumatology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA.,Division of Epidemiology, Mayo Clinic, Rochester, MN, USA
| | - Zoran Kvrgic
- Division of Rheumatology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - John M Davis
- Division of Rheumatology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
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Symmetric Dimethylarginine Is Not Associated with Cumulative Inflammatory Load or Classical Cardiovascular Risk Factors in Rheumatoid Arthritis: A 6-Year Follow-Up Study. Mediators Inflamm 2015; 2015:796562. [PMID: 26543327 PMCID: PMC4620250 DOI: 10.1155/2015/796562] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 05/25/2015] [Indexed: 11/17/2022] Open
Abstract
Symmetric dimethylarginine (SDMA) indirectly inhibits nitric oxide (NO) synthesis and predicts cardiovascular and all-cause mortality in high-risk patients. The aim of our study was to investigate the associations of cumulative inflammatory burden (assessed by serial measurements of inflammatory markers) and classical cardiovascular (CV) disease risk factors with SDMA in RA patients. 201 RA patients (155 females, median age 67 (59–73)) were assessed at baseline (2006). Classical CV disease risk factors were recorded and systemic inflammation was determined by the measurement of C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR). At follow-up (2012) SDMA levels were measured by enzyme-linked immunosorbent assay. Mean SDMA levels in RA population were 0.40 (0.40–0.53) μmol/L. No significant association between SDMA and cumulative inflammatory load was established in the analysis. SDMA levels were not found to be significantly related to CV disease risk factors. We explored the potential relationship between SDMA and cumulative inflammatory burden in patients with RA and obtained negative results. SDMA did not relate to CV disease risk factors in our population and its clinical significance as a surrogate marker of endothelial dysfunction in patients with RA remains to be determined.
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Khan F, Choong WL, Du Q, Jovanovi'c A. Real-time RT-PCR Ct values for blood GAPDH correlate with measures of vascular endothelial function in humans. Clin Transl Sci 2013; 6:481-4. [PMID: 24330693 DOI: 10.1111/cts.12053] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
PURPOSE To date, there is a wide range of methods in use to assess endothelial function, each with its own advantages and limitations. Here, we tested hypothesis that real-time RT-PCR threshold value (Ct), which is reflective of mRNA level, for Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) from whole blood is indicative of endothelial function in humans. MATERIALS AND METHODS To assess vascular function, we measured baseline skin perfusion, postocclusion reactive hyperemia (PORH), and brachial artery flow-mediated dilatation (FMD) and tested for a possible correlation between vascular responses and blood GAPDH real-time RT-PCR Ct value in 75 healthy volunteers. RESULTS Tests known to measure, at least in part, endothelial function such as baseline skin perfusion, the 2-minute recovery PORH, and FMD exhibited significant positive correlations with blood GAPDH Ct values. In contrast, there was no significant correlation between Ct values for blood GAPDH and peak PORH, an endothelium-independent parameter. CONCLUSIONS Based on these findings, we report that GAPDH mRNA level in the blood correlates with vascular function in healthy subjects. This suggests that GAPDH mRNA level could be a potential biomarker of vascular endothelial function.
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Affiliation(s)
- Faisel Khan
- Medical Research Institute, Division of Cardiovascular and Diabetic Medicine, Ninewells Hospital & Medical School, University of Dundee, Dundee, United Kingdom
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Syngle A, Vohra K, Garg N, Kaur L, Chand P. Advanced glycation end-products inhibition improves endothelial dysfunction in rheumatoid arthritis. Int J Rheum Dis 2011; 15:45-55. [PMID: 22324946 DOI: 10.1111/j.1756-185x.2011.01679.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AIM Chronic inflammation in rheumatoid arthritis is associated with vascular endothelial dysfunction. The objective was to study the efficacy and safety of advanced glycation end products (AGEs) inhibitor (benfotiamine 50 mg + pyridoxamine 50 mg + methylcobalamin 500 μg, Vonder(®) (ACME Lifescience, Baddi, Himachal Pradesh, India)) on endothelial function in rheumatoid arthritis (RA). METHODS Twenty-four patients with established active RA with high disease activity (Disease Activity Score of 28 joints [DAS28 score] > 5.1) despite treatment with stable doses of conventional disease-modifying antirheumatic drugs were investigated. Inflammatory disease activity (DAS28 and Health Assessment Questionnaire-Disability Index [HAQ-DI] scores, erythrocyte sedimentation rate [ESR] and C-reactive protein [CRP]), markers of endothelial dysfunction, serum nitrite concentration and endothelium-dependent and -independent vasodilation of the brachial artery were measured before and after 12 weeks therapy with twice a day oral AGEs inhibitor. RESULTS After treatment, flow-mediated vasodilation improved from 9.64 ± 0.65% to 15.82 ± 1.02% (P < 0.01), whereas there was no significant change in endothelium-independent vasodilation with nitroglycerin and baseline diameter; serum nitrite concentration significantly reduced from 5.6 ± 0.13 to 5.1 ± 0.14 μmol/L (P = 0.004), ESR from 63.00 ± 3.5 to 28.08 ± 1.5 mm in the first h (P < 0.01) and CRP levels from 16.7 ± 4.1 to 10.74 ± 2.9 mg/dL (P < 0.01). DAS28 and HAQ-DI scores were significantly reduced, from 5.9 ± 0.17 to 3.9 ± 0.17 (P < 0.01) and 4.6 ± 0.17 to 1.7 ± 0.22 (P < 0.01), respectively. CONCLUSIONS Advanced glycation end products inhibitor improves endothelial dysfunction and inflammatory disease activity in RA. In RA, endothelial dysfunction is part of the disease process and is mediated by AGEs-induced inflammation.
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Abstract
Three types of vascular dysfunction have been described in multiple sclerosis (MS). First, findings from epidemiological studies suggest that patients with MS have a higher risk for ischaemic stroke than people who do not have MS. The underlying mechanism is unknown, but might involve endothelial dysfunction secondary to inflammatory disease activity and increased plasma homocysteine concentrations. Second, patients with MS have global cerebral hypoperfusion, which might predispose them to the development of ischaemic stroke. The widespread decrease in perfusion in normal-appearing white matter and grey matter in MS seems not to be secondary to axonal degeneration, but might be a result of reduced axonal activity, reduced astrocyte energy metabolism, and perhaps increased blood concentrations of endothelin-1. Data suggest that a subtype of focal MS lesions might have an ischaemic origin, and there seems to be a link between reduced white matter perfusion and cognitive dysfunction in MS. Third, the pathology of MS might be the consequence of a chronic state of impaired venous drainage from the CNS, for which the term chronic cerebrospinal venous insufficiency (CCSVI) has been coined. A number of recent vascular studies do not support the CCSVI theory, but some elements of CCSVI might be explained by slower cerebral venous blood flow secondary to the reduced cerebral perfusion in patients with MS compared with healthy individuals.
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Affiliation(s)
- Miguel D'haeseleer
- Department of Neurology, Universitair Ziekenhuis Brussel, Center for Neurosciences, Vrije Universiteit Brussel, Brussels, Belgium.
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