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Llop D, Paredes S, Rosales R, Ribalta J, Vallvé JC. Plasma expression of a microRNA panel is differentially associated with 1H-NMR lipoprotein profile in rheumatoid arthritis patients. CLINICA E INVESTIGACION EN ARTERIOSCLEROSIS : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE ARTERIOSCLEROSIS 2025:500759. [PMID: 39884918 DOI: 10.1016/j.arteri.2025.500759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 01/09/2025] [Accepted: 01/10/2025] [Indexed: 02/01/2025]
Abstract
INTRODUCTION Rheumatoid arthritis (RA) is an autoimmune and inflammatory disorder that leads to cartilage and bone deterioration. This inflammatory activity causes extra-articular manifestations, including the acceleration of the atherosclerotic process. However, the exact causes of this accelerated process are under investigation. In this study, we compared the advanced lipid profile between patients with RA, patients with metabolic disorders, and controls. We also explored how microRNAs previously associated with subclinical atherosclerosis in RA are linked to these lipid subfractions in RA. METHODS The study included 219 patients with RA, 82 with metabolic disorders and 64 controls. Clinical evaluations were performed, and blood samples were collected. Quantification of microRNAs (Let7a, 24, 96, 103, 125a, 125b, 132, 146, 191, 223, 425, 451) and measurement of the advanced lipid profile using nuclear magnetic resonance (NMR) were carried out. Kruskal-Wallis tests and multivariate linear models were applied. RESULTS Patients with RA exhibited elevated total, large, medium, and small VLDL particles compared to controls. Their LDL subfractions were decreased compared to patients with metabolic disorders, with differences with controls. Patients with RA had fewer and smaller HDL particles than both groups. MicroRNA-125a was associated with VLDL subfractions and small LDL particles. Other microRNAs (96, 132, 191, 451) showed associations with certain LDL subfractions. CONCLUSIONS In patients with RA, elevated levels of VLDL particles have been observed, while LDL levels remain similar to controls. The notable association of microRNA-125a with the metabolism of both VLDL and LDL in RA patients suggests its involvement in lipid regulation. This could point to microRNA-125a as a promising therapeutic target to address the increased cardiovascular risks of RA.
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Affiliation(s)
- Dídac Llop
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
| | - Silvia Paredes
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Spain; Sección de Reumatología, Hospital Universitario Sant Joan, 43204 Reus, Spain
| | - Roser Rosales
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
| | - Josep Ribalta
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
| | - Joan-Carles Vallvé
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Spain; Institut d'Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain.
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Llop D, Paredes S, Rosales R, Amigó N, Masana L, Ribalta J, Vallvé JC. Comprehensive analysis of glycoprotein profiles and their association with cardiovascular disease-related microRNAs in rheumatoid arthritis, metabolic disorders, and controls. Sci Rep 2024; 14:26471. [PMID: 39488576 PMCID: PMC11531556 DOI: 10.1038/s41598-024-77772-1] [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: 06/25/2024] [Accepted: 10/25/2024] [Indexed: 11/04/2024] Open
Abstract
Rheumatoid arthritis (RA) is a chronic autoimmune disease that causes joint pain and disability. The connection between RA and cardiovascular (CV) disease is still being studied. This research aims to explore the relationship between CV-related microRNAs, inflammation, and glycosylated proteins to understand RA's inflammatory pathophysiology concerning CV disease. The study included 219 RA patients, 82 with metabolic disorders, and 64 controls. Clinical evaluations and blood samples were collected. Quantification of microRNAs (Let7a, 24, 96, 103, 125a, 125b, 132, 146, 191, 223, 425, 451) and measurement of glycoproteins (GlycA, GlycB, GlycF) using proton nuclear magnetic resonance (1 H-NMR) were performed. Multivariate linear models were applied. RA patients showed higher glycoprotein levels than those with metabolic disorders and controls. Significant associations between miRNAs 24, 451, Let7a and glycoprotein levels were found in RA patients, particularly in women. Glycoprotein levels were positively correlated with inflammatory markers, highlighting their role in indicating RA severity. This study highlights elevated glycoprotein levels in RA patients, indicating a severe inflammatory pattern. Moreover, glycoproteins were highly associated with CV-disease-related miRNAs, indicating that glycoproteins are involved in both inflammation and CV disease. Finally, the inflammatory profile of glycoproteins was validated as they were highly associated with inflammatory markers of RA.
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Affiliation(s)
- Dídac Llop
- Unitat de Recerca de Lípids i Arteriosclerosi, Facultat de Medicina, Universitat Rovira i Virgili, Sant Llorenç 21, Reus, 43201, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, 43007, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, 28029, Spain
| | - Silvia Paredes
- Unitat de Recerca de Lípids i Arteriosclerosi, Facultat de Medicina, Universitat Rovira i Virgili, Sant Llorenç 21, Reus, 43201, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, 43007, Spain
- Sección de Reumatología, Hospital Universitario Sant Joan, Reus, 43204, Spain
| | - Roser Rosales
- Unitat de Recerca de Lípids i Arteriosclerosi, Facultat de Medicina, Universitat Rovira i Virgili, Sant Llorenç 21, Reus, 43201, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, 43007, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, 28029, Spain
| | - Núria Amigó
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, 28029, Spain
- Biosfer Teslab, Plaça del Prim 10, 2on 5a, Reus, 43201, Spain
- Department of Basic Medical Sciences, Universitat Rovira i Virgili (URV), Institut d'Investigació Sanitària Pere Virgili (IISPV), Av. Universitat 1, Reus, 43204, Spain
| | - Lluís Masana
- Unitat de Recerca de Lípids i Arteriosclerosi, Facultat de Medicina, Universitat Rovira i Virgili, Sant Llorenç 21, Reus, 43201, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, 43007, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, 28029, Spain
- Servicio de Medicina Interna, Hospital Universitario Sant Joan, Reus, 43204, Spain
| | - Josep Ribalta
- Unitat de Recerca de Lípids i Arteriosclerosi, Facultat de Medicina, Universitat Rovira i Virgili, Sant Llorenç 21, Reus, 43201, Spain
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, 43007, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, 28029, Spain
| | - Joan-Carles Vallvé
- Unitat de Recerca de Lípids i Arteriosclerosi, Facultat de Medicina, Universitat Rovira i Virgili, Sant Llorenç 21, Reus, 43201, Spain.
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, 43007, Spain.
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, 28029, Spain.
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Llop D, Paredes S, Ibarretxe D, Taverner D, Plana N, Rosales R, Masana L, Vallvé JC. Plasma Expression of Carotid Plaque Presence-Related MicroRNAs Is Associated with Inflammation in Patients with Rheumatoid Arthritis. Int J Mol Sci 2023; 24:15347. [PMID: 37895027 PMCID: PMC10607586 DOI: 10.3390/ijms242015347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 10/16/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023] Open
Abstract
Rheumatoid arthritis (RA) is associated with problems beyond the joints such as cardiovascular (CV) disease. MicroRNA-24, -146 and -Let7a are associated with carotid plaque presence in RA patients. We evaluated whether these microRNAs were involved in the inflammatory state of RA, and we studied their gene targets to understand their role in inflammation and atherosclerosis. A total of 199 patients with RA were included. Inflammatory variables such as disease activity score 28 (DAS28) and erythrocyte sedimentation rate (ESR) were quantified. MicroRNAs were extracted from plasma and quantified with qPCR. Multivariate models and classification methods were used for analysis. The multivariate models showed that diminished expression of microRNA-146 was associated with inferior levels of DAS28-ESR, and the decreased expression of microRNA-24, -146 and -Let7a were associated with lowered ESR in the overall cohort. When microRNAs were evaluated globally, a global increase was associated with increased DAS28-ESR and ESR in the overall cohort. Sex-stratified analyses showed different associations of these microRNAs with the inflammatory variables. Finally, random forest models showed that microRNAs have a pivotal role in classifying patients with high and low inflammation. Plasmatic expressions of microRNA-24, -146 and -Let7a were associated with inflammatory markers of RA. These microRNAs are associated with both inflammation and atherosclerosis and are potential therapeutic targets for RA.
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Affiliation(s)
- Dídac Llop
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
| | - Silvia Paredes
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Catalonia, Spain
- Sección de Reumatología, Hospital Universitario Sant Joan, 43204 Reus, Catalonia, Spain
| | - Daiana Ibarretxe
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
- Servicio de Medicina Interna, Hospital Universitario Sant Joan, 43204 Reus, Catalonia, Spain
| | - Delia Taverner
- Sección de Reumatología, Hospital Universitario Sant Joan, 43204 Reus, Catalonia, Spain
| | - Núria Plana
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
- Servicio de Medicina Interna, Hospital Universitario Sant Joan, 43204 Reus, Catalonia, Spain
| | - Roser Rosales
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
| | - Lluís Masana
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
- Servicio de Medicina Interna, Hospital Universitario Sant Joan, 43204 Reus, Catalonia, Spain
| | - Joan Carles Vallvé
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, 43201 Reus, Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili (IISPV), 43007 Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, 28029 Madrid, Spain
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Yueniwati Y, Putri DF, Harahap SK, Anggita NT, Prabowo BDA, Ernanda SA, Primadita H, Hartono R, Permatasari HK. Carotid intima-media thickness in type 2 diabetes mellitus patients with various risk factors combination. AIP CONFERENCE PROCEEDINGS 2023; 2634:020051. [DOI: 10.1063/5.0114203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Llop D, Ibarretxe D, Plana N, Rosales R, Taverner D, Masana L, Vallvé JC, Paredes S. A panel of plasma microRNAs improves the assessment of surrogate markers of cardiovascular disease in rheumatoid arthritis patients. Rheumatology (Oxford) 2022; 62:1677-1686. [PMID: 36048908 DOI: 10.1093/rheumatology/keac483] [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: 06/23/2022] [Revised: 08/05/2022] [Accepted: 08/16/2022] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Patients with rheumatoid arthritis (RA) present increased risk of cardiovascular (CV) disease compared with the general population. Moreover, CV risk factors that have causal relationship with atherosclerosis do not seem to fully explain the accelerated process that they exhibit. We evaluated the association of a 10 microRNAs panel with surrogate markers of subclinical arteriosclerosis (carotid intima media thickness (cIMT), carotid plaque presence (cPP), pulse wave velocity (PWV) and distensibility) in a cohort of RA patients. METHODS 199 patients with RA were included. Surrogate markers of arteriosclerosis were measured with My Lab 60 X-Vision sonographer. MicroRNAs were extracted from plasma and quantified with qPCR. Multivariate models and classification methods were performed. RESULTS Multivariate models showed that microRNAs-24 (β = 15.48), 125a (β = 9.93), 132 (β = 11.52), 146 (β = 15.12), 191 (β = 13.25) and 223 (β = 13.30) were associated with cIMT globally. MicroRNA-24 (OR = 0.41), 146 (OR = 0.36) and Let7a (OR = 0.23) were associated with cPP in men. Including the microRNAs in a PLS-DA model properly classified men with and without cPP. MicroRNA-96 (β = -0.28) was associated with PWV in male patients. Finally, several miRNAs were also associated with cIMT, cPP and arterial stiffness in the high DAS28 group and in the earlier tertile groups of disease duration. CONCLUSION Plasmatic expression of microRNA-24, 96, 103, 125a, 132, 146, 191, 223 and Let7a were associated with surrogate markers of CV disease and could be predictors of CV risk in patients with RA.
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Affiliation(s)
- Didac Llop
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain
| | - Daiana Ibarretxe
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain.,Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain.,Servicio de Medicina Interna, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
| | - Núria Plana
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain.,Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain.,Servicio de Medicina Interna, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
| | - Roser Rosales
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain.,Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
| | - Delia Taverner
- Sección de Reumatología, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
| | - Lluís Masana
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain.,Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain.,Servicio de Medicina Interna, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
| | - Joan Carles Vallvé
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain.,Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
| | - Silvia Paredes
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain.,Sección de Reumatología, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
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Hadwen B, Yu R, Cairns E, Barra L. Presence of Autoantibodies in Males and Females With Rheumatoid Arthritis: A Systematic Review and Metaanalysis. J Rheumatol 2022; 49:663-671. [PMID: 35293336 DOI: 10.3899/jrheum.211020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/08/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVE Rheumatoid arthritis (RA) is more common in females, and although the cause of RA is unknown, it is characterized by the production of autoantibodies. The aims of this study were to determine whether RA-associated autoantibodies are more often found in females than males and to identify factors that influence the relationship between sex and seropositivity. METHODS Databases were searched and studies of RA (N ≥ 100) were included if they reported proportion of seropositive patients with RA by sex. Metaanalyses and metaregression were conducted using the random-effects model. Covariates regressed were smoking, age, BMI, Health Assessment Questionnaire-Disability Index (HAQ-DI), and the Disease Activity Score in 28 joints (DAS28). RESULTS Eighty-four studies with a total of 141,381 subjects with rheumatoid factor (RF) seropositivity and 95,749 subjects with anticitrullinated protein antibody (ACPA) seropositivity met inclusion criteria. The mean age of participants ranged from 37 to 68 years and the proportion of female subjects ranged from 9% to 92%. Results indicated that females were less likely than males to be seropositive: odds ratio (OR) 0.84 [95% CI 0.77-0.91] for RF and OR 0.88 [95% CI 0.81-0.95] for ACPA. BMI, smoking, mean age, DAS28, and HAQ-DI did not affect the relationship between sex and seropositivity. CONCLUSION Although studies report that females have higher RA disease activity than males and that seropositivity predicts worse outcomes, females were less likely to be seropositive than males.
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Affiliation(s)
- Brook Hadwen
- B. Hadwen, BMSc, Department of Epidemiology and Biostatistics, Western University
| | - Richard Yu
- R. Yu, MD, Department of Medicine, Division of Rheumatology, Western University
| | - Ewa Cairns
- E. Cairns, PhD, Department of Medicine, Division of Rheumatology, and Department of Microbiology and Immunology, Western University
| | - Lillian Barra
- L. Barra, MD, Department of Epidemiology and Biostatistics, Department of Medicine, Division of Rheumatology, and Department of Microbiology and Immunology, Western University, London, Ontario, Canada.
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Soliman SA, Gad R, Senosy T, Higazi AM, Elshereef R. Serum irisin level in rheumatoid arthritis patients: Relationship to disease activity, subclinical atherosclerosis, and cardiovascular risk factors. THE EGYPTIAN RHEUMATOLOGIST 2022. [DOI: 10.1016/j.ejr.2021.10.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Taverner D, Llop D, Rosales R, Ferré R, Masana L, Vallvé JC, Paredes S. Plasma expression of microRNA-425-5p and microRNA-451a as biomarkers of cardiovascular disease in rheumatoid arthritis patients. Sci Rep 2021; 11:15670. [PMID: 34341435 PMCID: PMC8329234 DOI: 10.1038/s41598-021-95234-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 07/21/2021] [Indexed: 12/12/2022] Open
Abstract
To validate in a cohort of 214 rheumatoid arthritis patients a panel of 10 plasmatic microRNAs, which we previously identified and that can facilitate earlier diagnosis of cardiovascular disease in rheumatoid arthritis patients. We identified 10 plasma miRs that were downregulated in male rheumatoid arthritis patients and in patients with acute myocardial infarction compared to controls suggesting that these microRNAs could be epigenetic biomarkers for cardiovascular disease in rheumatoid arthritis patients. Six of those microRNAs were validated in independent plasma samples from 214 rheumatoid arthritis patients and levels of expression were associated with surrogate markers of cardiovascular disease (carotid intima-media thickness, plaque formation, pulse wave velocity and distensibility) and with prior cardiovascular disease. Multivariate analyses adjusted for traditional confounders and treatments showed that decreased expression of microRNA-425-5p in men and decreased expression of microRNA-451 in women were significantly associated with increased (β = 0.072; p = 0.017) and decreased carotid intima-media thickness (β = -0.05; p = 0.013), respectively. MicroRNA-425-5p and microRNA-451 also increased the accuracy to discriminate patients with pathological carotid intima-media thickness by 1.8% (p = 0.036) in men and 3.5% (p = 0.027) in women, respectively. In addition, microRNA-425-5p increased the accuracy to discriminate male patients with prior cardiovascular disease by 3% (p = 0.008). Additionally, decreased expression of microRNA-451 was significantly associated with decreased pulse wave velocity (β = -0.72; p = 0.035) in overall rheumatoid arthritis population. Distensibility showed no significant association with expression levels of the microRNAs studied. We provide evidence of a possible role of microRNA-425-5p and microRNA-451 as useful epigenetic biomarkers to assess cardiovascular disease risk in patients with rheumatoid arthritis.
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Affiliation(s)
- Delia Taverner
- Sección de Reumatología, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
| | - Dídac Llop
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain
- Institut D'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain
| | - Roser Rosales
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
| | - Raimon Ferré
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain
- Institut D'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
- Servicio de Medicina Interna, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
| | - Luis Masana
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain
- Institut D'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
- Servicio de Medicina Interna, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
| | - Joan-Carles Vallvé
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain.
- Institut D'Investigació Sanitària Pere Virgili (IISPV), Reus, Catalonia, Spain.
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain.
- Facultat de Medicina, Universitat Rovira i Virgili, Sant Llorenç 21, 43201, Reus, Catalonia, Spain.
| | - Silvia Paredes
- Sección de Reumatología, Hospital Universitario Sant Joan, Reus, Catalonia, Spain
- Unitat de Recerca de Lípids i Arteriosclerosi, Universitat Rovira i Virgili, Reus, Catalonia, Spain
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Assessment of arterial stiffness variables in patients with rheumatoid arthritis: A mediation analysis. Sci Rep 2019; 9:4543. [PMID: 30872715 PMCID: PMC6418197 DOI: 10.1038/s41598-019-41069-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 02/26/2019] [Indexed: 01/11/2023] Open
Abstract
We aimed to study arterial stiffness variables in patients with rheumatoid arthritis (RA), specifically considering their associations with path model mediation analysis. We examined arterial stiffness expressed by the pulse wave velocity (PVW), augmentation index (AIx), distensibility, and clinical and biochemical characteristics in a cohort of 214 RA patients. Variable associations were analysed using multivariate linear regression analysis. We also used path model mediation analysis for PWV variable. Our results indicate that age, systolic blood pressure (SBP), and body mass index (BMI) were significantly associated with PWV, and collectively accounted for 32% of PWV variability. The parallel mediation analysis showed that SBP and BMI accounted for 21% and 7% (a total of 28%) of the total effect of age on PWV, respectively, indicating a partial mediation effect. The associated variables with AIx were age and tender joint count, while those with distensibility were BMI and sex, overall accounting for 16.5% and 4.7% of the variation in AIx and distensibility, respectively. We observed no associations of arterial stiffness with inflammatory variables, disease activity and duration, or cholesterol levels. In conclusion, in our population of RA patients, age is the most important variable that determines the increase in PWV. We have also shown that a significant proportion of the negative effects of age on PWV occurs through increases in SBP and BMI. In our study, lipid and inflammation variables were not associated with an increase in arterial stiffness.
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Rheumatoid Arthritis: Atherosclerosis Imaging and Cardiovascular Risk Assessment Using Machine and Deep Learning-Based Tissue Characterization. Curr Atheroscler Rep 2019; 21:7. [PMID: 30684090 DOI: 10.1007/s11883-019-0766-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE OF THE REVIEW Rheumatoid arthritis (RA) is a chronic, autoimmune disease which may result in a higher risk of cardiovascular (CV) events and stroke. Tissue characterization and risk stratification of patients with rheumatoid arthritis are a challenging problem. Risk stratification of RA patients using traditional risk factor-based calculators either underestimates or overestimates the CV risk. Advancements in medical imaging have facilitated early and accurate CV risk stratification compared to conventional cardiovascular risk calculators. RECENT FINDING In recent years, a link between carotid atherosclerosis and rheumatoid arthritis has been widely discussed by multiple studies. Imaging the carotid artery using 2-D ultrasound is a noninvasive, economic, and efficient imaging approach that provides an atherosclerotic plaque tissue-specific image. Such images can help to morphologically characterize the plaque type and accurately measure vital phenotypes such as media wall thickness and wall variability. Intelligence-based paradigms such as machine learning- and deep learning-based techniques not only automate the risk characterization process but also provide an accurate CV risk stratification for better management of RA patients. This review provides a brief understanding of the pathogenesis of RA and its association with carotid atherosclerosis imaged using the B-mode ultrasound technique. Lacunas in traditional risk scores and the role of machine learning-based tissue characterization algorithms are discussed and could facilitate cardiovascular risk assessment in RA patients. The key takeaway points from this review are the following: (i) inflammation is a common link between RA and atherosclerotic plaque buildup, (ii) carotid ultrasound is a better choice to characterize the atherosclerotic plaque tissues in RA patients, and (iii) intelligence-based paradigms are useful for accurate tissue characterization and risk stratification of RA patients.
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Bimodal Function of Anti-TNF Treatment: Shall We Be Concerned about Anti-TNF Treatment in Patients with Rheumatoid Arthritis and Heart Failure? Int J Mol Sci 2018; 19:ijms19061739. [PMID: 29895751 PMCID: PMC6032136 DOI: 10.3390/ijms19061739] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Revised: 05/26/2018] [Accepted: 06/04/2018] [Indexed: 12/24/2022] Open
Abstract
Treatment with anti-TNF-α (tumor necrosis factor), one of the pivotal cytokines, was introduced to clinical practice at the end of last century and revolutionized the treatment of rheumatoid arthritis (RA) as well as many other inflammatory conditions. Such a treatment may however bring many safety issues regarding infections, tuberculosis, as well as cardiovascular diseases, including heart failure. Given the central role of proinflammatory cytokines in RA, atherosclerosis, and congestive heart failure (CHF), such a treatment might result in better control of the RA process on the one side and improvement of heart function on the other. Unfortunately, at the beginning of this century two randomized controlled trials failed to show any benefit of anti-TNF treatment in patients with heart failure (HF), suggesting direct negative impact of the treatment on morbidity and mortality in HF patients. As a result the anti-TNF treatment is contraindicated in all patients with heart failure and a substantial portion of patients with RA and impaired heart function are not able to benefit from the treatment. The role of TNF in CHF and RA differs substantially with regard to the source and pathophysiological function of the cytokine in both conditions, therefore negative data from CHF studies should be interpreted with caution. At least some of RA patients with heart failure may benefit from anti-TNF treatment, as it results not only in the reduction of inflammation but also contributes significantly to the improvement of cardiac function. The paper addresses the epidemiological data of safety of anti-TNF treatment in RA patients with the special emphasis to basic pathophysiological mechanisms via which TNF may act differently in both diseases.
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