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Karpouzas GA, Papotti B, Ormseth SR, Palumbo M, Hernandez E, Adorni MP, Zimetti F, Ronda N. Changes in serum cholesterol loading capacity are linked to coronary atherosclerosis progression in rheumatoid arthritis. RMD Open 2024; 10:e004991. [PMID: 39719397 PMCID: PMC11683967 DOI: 10.1136/rmdopen-2024-004991] [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: 09/11/2024] [Accepted: 10/19/2024] [Indexed: 12/26/2024] Open
Abstract
OBJECTIVE Excess cholesterol loading on arterial macrophages is linked to foam cell formation, atherosclerosis and cardiovascular risk in rheumatoid arthritis (RA). However, the effect of changes in cholesterol loading on coronary plaque trajectory and the impact of RA therapies on this relationship are unknown. We investigated the association between variations in cholesterol loading capacity (CLC) over time and atherosclerosis progression. METHODS In a prospective observational cohort study, coronary CT angiography evaluated atherosclerosis (non-calcified, partially calcified or fully calcified plaques and coronary artery calcium (CAC) score) in 100 patients with RA without cardiovascular disease at baseline and 6.9±0.4 years later. The presence of ≥5 plaques and lesions rendering >50% stenosis was considered an extensive and obstructive disease, respectively. Serum CLC was measured on human THP-1 monocyte-derived macrophages with a fluorometric assay. RESULTS Mean CLC change (follow-up CLC-baseline CLC) was 1.54 (SD 3.69) μg cholesterol/mg protein. In models adjusting for atherosclerotic cardiovascular disease risk score, baseline plaque and other relevant covariates, CLC change (per SD unit increase) is associated with a higher likelihood of progression of non-calcified (OR 2.55, 95% CI 1.22 to 5.35), fully calcified plaque (OR 3.10, 95% CI 1.67 to 5.76), CAC (OR 1.80, 95% CI 1.18 to 2.74) and new extensive or obstructive disease (OR 2.43, 95% CI 1.11 to 5.34). Exposure to prednisone unfavourably influenced, while biologics and statins favourably affected the relationship between CLC change and atherosclerosis progression (all p-for-interactions ≤0.048). CONCLUSION CLC change is associated with atherosclerosis progression in a dose-dependent manner, including lipid-rich non-calcified plaques and extensive or obstructive disease that yield the greatest cardiovascular risk.
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Affiliation(s)
- George Athanasios Karpouzas
- Internal Medicine- Rheumatology, The Lundquist Institute, Torrance, California, USA
- Department of Rheumatology, Harbor-UCLA Medical Center, Torrance, California, USA
| | - Bianca Papotti
- Department of Food and Drug, University of Parma, Parma, Italy
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Shi N, Jiang S, Zhao Y, Zhang Y, Duan X, Hong GB, Yang Z, Duan Y, Niu H. HFD aggravated the arthritis and atherosclerosis by altering the intestinal status and gut microbiota. Mol Med 2024; 30:270. [PMID: 39716053 DOI: 10.1186/s10020-024-01014-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 11/26/2024] [Indexed: 12/25/2024] Open
Abstract
Rheumatoid arthritis (RA) and cardiovascular disease (CVD) are both the chronic inflammatory disease. To investigate the influence of secondary atherosclerosis on arthritis mice, we treated the ApoE-/- mice with K/BxN serum and high fat diet (HFD), and subsequently assessed the phenotypes as well as immune profiles of K/BxN serum and HFD induced ApoE-/- mice. We found that HFD treatment aggravated the hyperlipidemia, atherosclerotic lesions, ankle swelling and arthropathy of mice. We further demonstrated that HFD altered the gut microbiota and metabolism, intestinal homeostasis and Th17/Treg cell balance in lamina propria lymphocytes. Moreover, HFD decreased the number of Peyer' s patches and altered the expression profiling of gut immune cells. In addition, HFD increased the number of aortic leukocytes and macrophages, then aggravated the atherosclerosis in aorta, which led to greater inflammation in mice aorta and aortic root. Collectively, our study indicated that HFD aggravated the arthritis and atherosclerosis, which may be contributed by microbiota dysbiosis, the intestinal permeability and disrupted immunological homeostasis.
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Affiliation(s)
- Na Shi
- Key Laboratory of Viral Pathogenesis and Infection Prevention and Control (Jinan University), Ministry of Education, School of Medicine, Jinan University, Guangzhou, 510632, China
- Guangzhou Key Laboratory for Germ-Free Animals and Microbiota Application, School of Medicine, Institute of Laboratory Animal Sciences, Jinan University, Guangzhou, 510632, China
| | - Shan Jiang
- Key Laboratory of Viral Pathogenesis and Infection Prevention and Control (Jinan University), Ministry of Education, School of Medicine, Jinan University, Guangzhou, 510632, China
- Guangzhou Key Laboratory for Germ-Free Animals and Microbiota Application, School of Medicine, Institute of Laboratory Animal Sciences, Jinan University, Guangzhou, 510632, China
| | - Yue Zhao
- Key Laboratory of Viral Pathogenesis and Infection Prevention and Control (Jinan University), Ministry of Education, School of Medicine, Jinan University, Guangzhou, 510632, China
- Guangzhou Key Laboratory for Germ-Free Animals and Microbiota Application, School of Medicine, Institute of Laboratory Animal Sciences, Jinan University, Guangzhou, 510632, China
| | - Yang Zhang
- Department of Cardiology, Peking Union Medical College Hospital, Beijing, China
| | - Xinwang Duan
- Department of Rheumatology and Immunology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, China
| | - Guo-Bao Hong
- Department of Nephrology, The Affiliated Shunde Hospital of Jinan University, Guangdong, China
| | - Zhongshan Yang
- Yunnan Provincial Key Laboratory of Molecular Biology for Sinomedicine, School of Basic Medical Sciences of Yunnan University of Chinese Medicine, Kunming, Yunnan, China.
| | - Yuanyuan Duan
- Key Laboratory of Viral Pathogenesis and Infection Prevention and Control (Jinan University), Ministry of Education, School of Medicine, Jinan University, Guangzhou, 510632, China.
- Guangzhou Key Laboratory for Germ-Free Animals and Microbiota Application, School of Medicine, Institute of Laboratory Animal Sciences, Jinan University, Guangzhou, 510632, China.
| | - Haitao Niu
- Key Laboratory of Viral Pathogenesis and Infection Prevention and Control (Jinan University), Ministry of Education, School of Medicine, Jinan University, Guangzhou, 510632, China.
- Guangzhou Key Laboratory for Germ-Free Animals and Microbiota Application, School of Medicine, Institute of Laboratory Animal Sciences, Jinan University, Guangzhou, 510632, China.
- Yunnan Provincial Key Laboratory of Molecular Biology for Sinomedicine, School of Basic Medical Sciences of Yunnan University of Chinese Medicine, Kunming, Yunnan, China.
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Kaleta K, Krupa J, Suchy W, Sopel A, Korkosz M, Nowakowski J. Endothelial dysfunction and risk factors for atherosclerosis in psoriatic arthritis: overview and comparison with rheumatoid arthritis. Rheumatol Int 2024; 44:1587-1606. [PMID: 38522049 PMCID: PMC11343792 DOI: 10.1007/s00296-024-05556-x] [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: 01/06/2024] [Accepted: 02/05/2024] [Indexed: 03/25/2024]
Abstract
Endothelial dysfunction (ED) is defined as an impairment in the vasodilatory, anti-thrombotic, and anti-inflammatory properties of the cells that make up the lining of blood vessels. ED is considered a key step in the development of atherosclerotic cardiovascular disease. The association between ED and systemic inflammatory diseases is well established. However, the prevalence and clinical significance of ED in psoriatic arthritis (PsA) have been investigated to a lesser extent. This review aims to explore the link between ED and PsA, including ED in macro- and microcirculation, as well as risk factors for its occurrence in PsA and its relationship with atherosclerosis in PsA. Furthermore, the ED in PsA was compared with that of rheumatoid arthritis (RA). Regarding ED in the microcirculation, the coronary flow reserve was found to be significantly reduced in individuals with PsA. The relationship between PsA and macrovascular ED is more pronounced, along with more advanced atherosclerosis detected in patients with PsA. These results are consistent with those obtained in RA studies. On the other hand, arterial stiffness and signs of vascular remodeling were found more frequently in RA than in PsA, with the potential role of efficient anti-TNF treatment in patients with PsA and psoriasis explaining this finding. The impact of ED on cardiovascular diseases and the burden of this risk caused independently by PsA have not yet been precisely established, however, this group of patients requires special attention with regard to cardiovascular events.
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Affiliation(s)
- Konrad Kaleta
- Students' Scientific Group at the Department of Rheumatology and Immunology, Jagiellonian University Medical College, Kraków, Poland
| | - Julia Krupa
- Students' Scientific Group at the Department of Rheumatology and Immunology, Jagiellonian University Medical College, Kraków, Poland
| | - Wiktoria Suchy
- Students' Scientific Group at the Department of Rheumatology and Immunology, Jagiellonian University Medical College, Kraków, Poland
| | - Anna Sopel
- Students' Scientific Group at the Department of Rheumatology and Immunology, Jagiellonian University Medical College, Kraków, Poland
| | - Mariusz Korkosz
- Department of Rheumatology and Immunology, Jagiellonian University Medical College, Kraków, Poland
| | - Jarosław Nowakowski
- Department of Rheumatology and Immunology, Jagiellonian University Medical College, Kraków, Poland.
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Sagtaganov Z, Yessirkepov M, Bekaryssova D, Suigenbayev D. Managing rheumatoid arthritis and cardiovascular disease: the role of physical medicine and rehabilitation. Rheumatol Int 2024; 44:1749-1756. [PMID: 38914772 DOI: 10.1007/s00296-024-05651-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 06/13/2024] [Indexed: 06/26/2024]
Abstract
INTRODUCTION Cardiovascular disease (CVD) presents a significant challenge in rheumatoid arthritis (RA), a systemic chronic ailment affecting the joints and causing systemic inflammation. Effective RA management, including pharmacological and non-pharmacological interventions, is crucial for mitigating cardiac risk. Pharmacotherapy, though effective, can have adverse effects, leading many patients to seek complementary therapies. This study investigates the impact of physical medicine and rehabilitation on RA management in patients with cardiovascular disease, analyzing clinical data to assess the efficacy of integrated therapeutic approaches. METHODS This retrospective monocentric study draws upon data from patient records at the Rheumatology Department of the Regional Clinical Hospital of Shymkent, Kazakhstan, spanning 2019 to 2022. Data collected included demographic information, diagnoses, comorbidities, medical anamneses, lab results, and treatment regimens, including physical medicine and rehabilitation interventions. Data were summarized in Microsoft Excel. Statistical analysis was performed using IBM SPSS Statistics (version 26.0). RESULTS An analysis of 350 patients with RA identified 143 cases of concomitant CVD, with arterial hypertension being the most common cardiovascular disease. The prevalence of CVD among patients with RA was 40%, with a mean age of 58 years, peaking between 50 and 65 years. The majority of patients were women. A strong association was found between increased RA activity and elevated cardiovascular risk. Despite the widespread use of glucocorticosteroid therapy, rehabilitation coverage remained limited. A significant proportion of patients had elevated cholesterol and C-reactive protein levels, while those who engaged in physical therapy and rehabilitation had lower cholesterol levels. Comparative analysis of yoga integration into rehabilitation programs for patients with RA, alongside other modalities (kinesiotherapy, balneotherapy, and pilates), showed that yoga participants exhibited lower pain levels, reduced morning stiffness duration, and lower mean DAS-28 scores compared to those using alternative rehabilitation methods. CONCLUSION Integrating physical medicine and rehabilitation, particularly yoga, with pharmacological treatments appears promising for improving patient outcomes. Yoga has demonstrated benefits in reducing pain, morning stiffness, and disease activity. Continued research is essential to refine these approaches and enhance RA and CVD management in patients.
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Affiliation(s)
- Zhaxybek Sagtaganov
- Department of biology and biochemistry, South Kazakhstan Medical Academy, Shymkent, Kazakhstan
| | - Marlen Yessirkepov
- Department of biology and biochemistry, South Kazakhstan Medical Academy, Shymkent, Kazakhstan
| | - Dana Bekaryssova
- Department of biology and biochemistry, South Kazakhstan Medical Academy, Shymkent, Kazakhstan.
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Karpouzas GA, Ormseth SR, van Riel PLCM, Gonzalez-Gay MA, Corrales A, Rantapää-Dahlqvist S, Sfikakis PP, Dessein P, Tsang L, Hitchon C, El-Gabalawy H, Pascual-Ramos V, Contreras-Yáñez I, Colunga-Pedraza IJ, Galarza-Delgado DA, Azpiri-Lopez JR, Semb AG, Misra DP, Hauge EM, Kitas G. Biological use influences the impact of inflammation on risk of major adverse cardiovascular events in rheumatoid arthritis. RMD Open 2024; 10:e004546. [PMID: 39043615 PMCID: PMC11268070 DOI: 10.1136/rmdopen-2024-004546] [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: 05/16/2024] [Accepted: 07/05/2024] [Indexed: 07/25/2024] Open
Abstract
OBJECTIVES Chronic inflammation promotes cardiovascular risk in rheumatoid arthritis (RA). Biological disease-modifying antirheumatic drugs (bDMARDs) improve disease activity and cardiovascular disease outcomes. We explored whether bDMARDs influence the impact of disease activity and inflammatory markers on long-term cardiovascular risk in RA. METHODS We studied 4370 participants without cardiovascular disease in a 10-country observational cohort of patients with RA. Endpoints were (1) major adverse cardiovascular events (MACE) encompassing myocardial infarction, stroke and cardiovascular death; and (2) any ischaemic cardiovascular events (iCVE) including MACE plus revascularisation, angina, transient ischaemic attack and peripheral arterial disease. RESULTS Over 26 534 patient-years, 239 MACE and 362 iCVE occurred. The interaction between 28-joint Disease Activity Score with C-reactive protein (DAS28-CRP) and bDMARD use was significant for MACE (p=0.017), suggesting the effect of DAS28-CRP on MACE risk differed among bDMARD users (n=515) and non-users (n=3855). DAS28-CRP (per unit increase) is associated with MACE risk in bDMARD non-users (HR 1.21 (95% CI 1.07 to 1.37)) but not users (HR 0.69 (95% CI 0.40 to 1.20)). The interaction between CRP (per log unit increase) and bDMARD use was also significant for MACE (p=0.011). CRP associated with MACE risk in bDMARD non-users (HR 1.16 (95% CI 1.04 to 1.30)), but not users (HR 0.65 (95% CI 0.36 to 1.17)). No interaction was observed between bDMARD use and DAS28-CRP (p=0.167) or CRP (p=0.237) for iCVE risk. CONCLUSIONS RA activity and inflammatory markers associated with risk of MACE in bDMARD non-users but not users suggesting the possibility of biological-specific benefits locally on arterial wall independently of effects on systemic inflammation.
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Affiliation(s)
- George Athanasios Karpouzas
- Internal Medicine - Rheumatology, The Lundquist Institute, Torrance, California, USA
- Rheumatology, Harbor-UCLA Medical Center, Torrance, California, USA
| | | | | | - Miguel A Gonzalez-Gay
- Rheumatology, Hospital Universitario Marques de Valdecilla, Santander, Cantabria, Spain
- IIS-Fundacion Jimenez Diaz, Madrid, Spain
| | - Alfonso Corrales
- Hospital Universitario Marques de Valdecilla, Santander, Cantabria, Spain
| | | | - Petros P Sfikakis
- First Dept. of Propedeutic Medicine, University of Athens, Athens, Attica, Greece
| | - Patrick Dessein
- School of Physiology, University of the Witwatersrand Johannesburg, Johannesburg, South Africa
| | - Linda Tsang
- Vrije Universiteit Brussel, Brussel, Belgium
| | - Carol Hitchon
- Rheumatology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Hani El-Gabalawy
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Virginia Pascual-Ramos
- Immunology and Rheumatology, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City, Mexico City, Mexico
| | - Irazú Contreras-Yáñez
- Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Ciudad de Mexico, Mexico
| | - Iris J Colunga-Pedraza
- Rheumatology, Hospital Universitario Dr José Eleuterio González, Monterrey, Nuevo León, Mexico
| | | | | | - Anne Grete Semb
- Rheumatology and Research, Diakonhjemmet Hospital, Oslo, Norway
| | - Durga Prasanna Misra
- Clinical Immunology and Rheumatology, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Ellen-Margrethe Hauge
- Department of Joint and Connective Tissue Diseases, Aarhus Universitetshospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus Universitet, Aarhus, Midtjylland, Denmark
| | - George Kitas
- Department of Rheumatology, The Dudley Group NHS Foundation Trust, Dudley, West Midlands, UK
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Xu F, Xie L, He J, Huang Q, Shen Y, Chen L, Zeng X. Detection of common pathogenesis of rheumatoid arthritis and atherosclerosis via microarray data analysis. Heliyon 2024; 10:e28029. [PMID: 38628735 PMCID: PMC11019104 DOI: 10.1016/j.heliyon.2024.e28029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 02/28/2024] [Accepted: 03/11/2024] [Indexed: 04/19/2024] Open
Abstract
Despite extensive research reveal rheumatoid arthritis (RA) is related to atherosclerosis (AS), common pathogenesis between these two diseases still needs to be explored. In current study, we explored the common pathogenesis between rheumatoid arthritis (RA) and atherosclerosis (AS) by identifying 297 Differentially Expressed Genes (DEGs) associated with both diseases. Through KEGG and GO functional analysis, we highlighted the correlation of these DEGs with crucial biological processes such as the vesicle transport, immune system process, signaling receptor binding, chemokine signaling and many others. Employing Protein-Protein Interaction (PPI) network analysis, we elucidated the associations between DEGs, revealing three gene modules enriched in immune system process, vesicle, signaling receptor binding, Pertussis, and among others. Additionally, through CytoHubba analysis, we pinpointed 11 hub genes integral to intergrin-mediated signaling pathway, plasma membrane, phosphotyrosine binding, chemokine signaling pathway and so on. Further investigation via the TRRUST database identified two key Transcription Factors (TFs), SPI1 and RELA, closely linked with these hub genes, shedding light on their regulatory roles. Finally, leveraging the collective insights from hub genes and TFs, we proposed 10 potential drug candidates targeting the molecular mechanisms underlying RA and AS pathogenesis. Further investigation on xCell revealed that 14 types of cells were all different in both AS and RA. This study underscores the shared pathogenic mechanisms, pivotal genes, and potential therapeutic interventions bridging RA and AS, offering valuable insights for future research and clinical management strategies.
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Affiliation(s)
- Fan Xu
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
- Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), Fujian Province University, Fuzhou, Fujian Province, China
| | - Linfeng Xie
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
- Fujian Medical University, Fuzhou, Fujian Province, China
| | - Jian He
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
- Fujian Medical University, Fuzhou, Fujian Province, China
| | - Qiuyu Huang
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
- Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), Fujian Province University, Fuzhou, Fujian Province, China
| | - Yanming Shen
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
- Fujian Medical University, Fuzhou, Fujian Province, China
| | - Liangwan Chen
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
- Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), Fujian Province University, Fuzhou, Fujian Province, China
| | - Xiaohong Zeng
- Department of Rheumatology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, China
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Adorni MP, Papotti B, Borghi MO, Raschi E, Zimetti F, Bernini F, Meroni PL, Ronda N. Effect of the JAK/STAT Inhibitor Tofacitinib on Macrophage Cholesterol Metabolism. Int J Mol Sci 2023; 24:12571. [PMID: 37628747 PMCID: PMC10454555 DOI: 10.3390/ijms241612571] [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: 07/28/2023] [Accepted: 08/03/2023] [Indexed: 08/27/2023] Open
Abstract
The impact of JAK/STAT inhibitors, which are used in various inflammatory diseases, on cardiovascular risk is controversial and has recently raised safety concerns. Our study investigates the direct effects of tofacitinib on macrophage cholesterol metabolism, which is crucial for atherosclerosis plaque development and stability. Cultured human macrophages THP-1 were used to assess the impact of tofacitinib on cell cholesterol efflux and synthesis via radioisotopic methods, and on cholesterol uptake by measuring the cell cholesterol content with a fluorometric assay. The cholesterol acceptors and donors were either standard lipoproteins or sera from patients with juvenile idiopathic arthritis (JIA) and from control subjects. Tofacitinib significantly increased the macrophage cholesterol efflux to all acceptors; it reduced cholesterol uptake from both the normal and hypercholesterolemic sera; and it reduced cholesterol synthesis. The treatment of macrophages with tofacitinib was able to increase the cholesterol efflux and decrease cholesterol uptake when using sera from untreated JIA patients with active disease as cholesterol acceptors and donors, respectively. In conclusion, our in vitro data support the concept that tofacitinib has a favorable impact on macrophage cholesterol metabolism, even in the presence of sera from rheumatologic patients, and suggest that other mechanisms may be responsible for the cardiovascular risk associated with tofacitinib use in selected patient populations.
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Affiliation(s)
- Maria Pia Adorni
- Unit of Neurosciences, Department of Medicine and Surgery, University of Parma, Via Volturno 39/F, 43125 Parma, Italy;
| | - Bianca Papotti
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (B.P.); (F.Z.); (F.B.)
| | - Maria Orietta Borghi
- Experimental Laboratory of Immuno-Rheumatologic Researches, IRCCS Istituto Auxologico Italiano, Cusano Milanino, Via Zucchi 18, 20095 Milan, Italy; (M.O.B.); (E.R.); (P.L.M.)
| | - Elena Raschi
- Experimental Laboratory of Immuno-Rheumatologic Researches, IRCCS Istituto Auxologico Italiano, Cusano Milanino, Via Zucchi 18, 20095 Milan, Italy; (M.O.B.); (E.R.); (P.L.M.)
| | - Francesca Zimetti
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (B.P.); (F.Z.); (F.B.)
| | - Franco Bernini
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (B.P.); (F.Z.); (F.B.)
| | - Pier Luigi Meroni
- Experimental Laboratory of Immuno-Rheumatologic Researches, IRCCS Istituto Auxologico Italiano, Cusano Milanino, Via Zucchi 18, 20095 Milan, Italy; (M.O.B.); (E.R.); (P.L.M.)
| | - Nicoletta Ronda
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (B.P.); (F.Z.); (F.B.)
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Liu F, Huang Y, Liu F, Wang H. Identification of immune-related genes in diagnosing atherosclerosis with rheumatoid arthritis through bioinformatics analysis and machine learning. Front Immunol 2023; 14:1126647. [PMID: 36969166 PMCID: PMC10033585 DOI: 10.3389/fimmu.2023.1126647] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 02/21/2023] [Indexed: 03/29/2023] Open
Abstract
Background Increasing evidence has proven that rheumatoid arthritis (RA) can aggravate atherosclerosis (AS), and we aimed to explore potential diagnostic genes for patients with AS and RA. Methods We obtained the data from public databases, including Gene Expression Omnibus (GEO) and STRING, and obtained the differentially expressed genes (DEGs) and module genes with Limma and weighted gene co-expression network analysis (WGCNA). Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) enrichment analysis, the protein-protein interaction (PPI) network, and machine learning algorithms [least absolute shrinkage and selection operator (LASSO) regression and random forest] were performed to explore the immune-related hub genes. We used a nomogram and receiver operating characteristic (ROC) curve to assess the diagnostic efficacy, which has been validated with GSE55235 and GSE73754. Finally, immune infiltration was developed in AS. Results The AS dataset included 5,322 DEGs, while there were 1,439 DEGs and 206 module genes in RA. The intersection of DEGs for AS and crucial genes for RA was 53, which were involved in immunity. After the PPI network and machine learning construction, six hub genes were used for the construction of a nomogram and for diagnostic efficacy assessment, which showed great diagnostic value (area under the curve from 0.723 to 1). Immune infiltration also revealed the disorder of immunocytes. Conclusion Six immune-related hub genes (NFIL3, EED, GRK2, MAP3K11, RMI1, and TPST1) were recognized, and the nomogram was developed for AS with RA diagnosis.
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Affiliation(s)
- Fuze Liu
- Department of Orthopaedic Surgery, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Yue Huang
- Department of Orthopaedic Surgery, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Fuhui Liu
- School of Clinical Medical, Weifang Medical University, Weifang, China
| | - Hai Wang
- Department of Orthopaedic Surgery, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
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Misra DP, Hauge EM, Crowson CS, Kitas GD, Ormseth SR, Karpouzas GA. Atherosclerotic Cardiovascular Risk Stratification in the Rheumatic Diseases:: An Integrative, Multiparametric Approach. Rheum Dis Clin North Am 2023; 49:19-43. [PMID: 36424025 DOI: 10.1016/j.rdc.2022.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Cardiovascular disease (CVD) risk is increased in most inflammatory rheumatic diseases (IRDs), reiterating the role of inflammation in the initiation and progression of atherosclerosis. An inverse association of CVD risk with body weight and lipid levels has been described in IRDs. Coronary artery calcium scores, plaque burden and characteristics, and carotid plaques on ultrasound optimize CVD risk estimate in IRDs. Biomarkers of cardiac injury, autoantibodies, lipid biomarkers, and cytokines also improve risk assessment in IRDs. Machine learning and deep learning algorithms for phenotype and image analysis hold promise to improve CVD risk stratification in IRDs.
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Affiliation(s)
- Durga Prasanna Misra
- Department of Clinical Immunology and Rheumatology, Sanjay Gandhi Postgraduate Institute of Medical Sciences (SGPGIMS), Rae Bareli Road, Lucknow 226014, India
| | - Ellen M Hauge
- Division of Rheumatology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99 DK-8200, Aarhus, Denmark
| | - Cynthia S Crowson
- Department of Quantitative Health Sciences and Division of Rheumatology, Mayo Clinic, 200 first St SW, Rochester, MN 55905, USA
| | | | - Sarah R Ormseth
- The Lundquist Institute and Harbor-UCLA Medical Center, 1124 West Carson Street, Building E4-R17, Torrance, CA 90502, USA
| | - George A Karpouzas
- The Lundquist Institute and Harbor-UCLA Medical Center, 1124 West Carson Street, Building E4-R17, Torrance, CA 90502, USA.
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Effects of Antirheumatic Treatment on Cell Cholesterol Efflux and Loading Capacity of Serum Lipoproteins in Spondylarthropathies. J Clin Med 2022; 11:jcm11247330. [PMID: 36555946 PMCID: PMC9780876 DOI: 10.3390/jcm11247330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 12/05/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
Spondyloarthropathies (SpA) are associated with increased cardiovascular risk. Among possible mechanisms is the dysfunction of serum lipoproteins in regulating cell cholesterol homeostasis. Cholesterol efflux capacity (CEC)-the atheroprotective ability of HDL (high density lipoproteins) to accept cholesterol from macrophages-might predict cardiovascular disease independently of HDL-cholesterol levels. We aimed at evaluating modifications of CEC and of the atherogenic cholesterol loading capacity (CLC) of serum lipoproteins in psoriatic arthritis (PsA) and ankylosing spondylitis (AS) following anti-rheumatic treatment. A total of 62 SpA patients (37 PsA and 25 AS) were evaluated before and after treatment with tumor necrosis factor inhibitor and/or methotrexate. CEC and CLC were measured by radioisotopic and fluorometric techniques, respectively. Endothelial function was assessed by finger plethysmography (Endopat). In the whole SpA group, total and HDL-cholesterol increased after treatment, while lipoprotein(a) decreased and CLC was unchanged. Treatment was associated with increased Scavenger Receptor class B type I (SR-BI)-mediated CEC in the AS group. SR-BI- and ABCG1-mediated CEC were negatively associated with inflammatory parameters and positively related to coffee consumption. SR-BI CEC and CLC were positively and negatively associated with endothelial function, respectively. Our pilot study suggests that anti-rheumatic treatment is associated with favorable modulation of lipoprotein quality and function in SpA, particularly in AS, in spite of the induced increase in total cholesterol levels. If confirmed in a larger population, this might represent an atheroprotective benefit beyond what is reflected by conventional serum lipid profile.
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Giachi A, Cugno M, Gualtierotti R. Disease-modifying anti-rheumatic drugs improve the cardiovascular profile in patients with rheumatoid arthritis. Front Cardiovasc Med 2022; 9:1012661. [PMID: 36352850 PMCID: PMC9637771 DOI: 10.3389/fcvm.2022.1012661] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 09/28/2022] [Indexed: 11/28/2022] Open
Abstract
Rheumatoid arthritis (RA) is a chronic inflammatory disease affecting about 0. 5–1% of the adult population and manifesting as persistent synovitis, systemic inflammation and production of autoantibodies. Patients affected by RA not only experience chronic disease progression, but are also burdened by a 1.5-fold increased cardiovascular (CV) risk, which is comparable to the risk experienced by patients with type 2 diabetes mellitus. RA patients also have a higher incidence and prevalence of coronary artery disease (CAD). Although RA patients frequently present traditional CV risk factors such as insulin resistance and active smoking, previous studies have clarified the pivotal role of chronic inflammation–driven by proinflammatory cytokines such as interleukin 6 (IL-6) and tumor necrosis factor alpha (TNF-alpha)–in accelerating the process of atherosclerosis and impairing the coagulation system. Over the last years, a number of studies have shown that disease-modifying anti-rheumatic drugs (DMARDs) reducing the inflammatory state in general improve the CV risk, however some drugs may carry some apparent negative effects. Thus, RA is a model of disease in which targeting inflammation may counteract the progression of atherosclerosis and reduce CV risk. Clinical and experimental evidence indicates that the management of RA patients should be tailored based on the positive and negative effects of DMARDs on CV risk together with the individual traditional CV risk profile. The identification of genetic, biochemical and clinical biomarkers, predictive of evolution and response to treatment, will be the next challenge for a precision approach to reduce the burden of the disease.
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Affiliation(s)
- Andrea Giachi
- UOC Medicina Generale Emostasi e Trombosi, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Massimo Cugno
- UOC Medicina Generale Emostasi e Trombosi, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università Degli Studi Di Milano, Milan, Italy
- *Correspondence: Massimo Cugno
| | - Roberta Gualtierotti
- UOC Medicina Generale Emostasi e Trombosi, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università Degli Studi Di Milano, Milan, Italy
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Wang Z, Xia Q, Su W, Zhang M, Gu Y, Xu J, Chen W, Jiang T. The commonness in immune infiltration of rheumatoid arthritis and atherosclerosis: Screening for central targets via microarray data analysis. Front Immunol 2022; 13:1013531. [PMID: 36311761 PMCID: PMC9606677 DOI: 10.3389/fimmu.2022.1013531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 09/30/2022] [Indexed: 11/13/2022] Open
Abstract
Background Although increasing evidence has reported an increased risk of atherosclerosis (AS) in rheumatoid arthritis (RA), the communal molecular mechanism of this phenomenon is still far from being fully elucidated. Hence, this article aimed to explore the pathogenesis of RA complicated with AS. Methods Based on the strict inclusion/exclusion criteria, four gene datasets were downloaded from the Gene Expression Omnibus (GEO) database. After identifying the communal differentially expressed genes (DEGs) and hub genes, comprehensive bioinformatics analysis, including functional annotation, co-expression analysis, expression validation, drug-gene prediction, and TF-mRNA-miRNA regulatory network construction, was conducted. Moreover, the immune infiltration of RA and AS was analyzed and compared based on the CIBERSORT algorithm, and the correlation between hub genes and infiltrating immune cells was evaluated in RA and AS respectively. Results A total of 54 upregulated and 12 downregulated communal DEGs were screened between GSE100927 and GSE55457, and functional analysis of these genes indicated that the potential pathogenesis lies in immune terms. After the protein-protein interaction (PPI) network construction, a total of six hub genes (CCR5, CCR7, IL7R, PTPRC, CD2, and CD3D) were determined as hub genes, and the subsequent comprehensive bioinformatics analysis of the hub genes re-emphasized the importance of the immune system in RA and AS. Additionally, three overlapping infiltrating immune cells were found between RA and AS based on the CIBERSORT algorithm, including upregulated memory B cells, follicular helper T cells and γδT cells. Conclusions Our study uncover the communal central genes and commonness in immune infiltration between RA and AS, and the analysis of six hub genes and three immune cells profile might provide new insights into potential pathogenesis therapeutic direction of RA complicated with AS.
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Affiliation(s)
- Zuoxiang Wang
- Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Qingyue Xia
- Department of Dermatology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Wenxing Su
- Department of Plastic and Burn Surgery, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Mingyang Zhang
- Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yiyu Gu
- Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jialiang Xu
- Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Weixiang Chen
- Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China
- *Correspondence: Weixiang Chen, ; Tingbo Jiang,
| | - Tingbo Jiang
- Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China
- *Correspondence: Weixiang Chen, ; Tingbo Jiang,
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Delcoigne B, Ljung L, Provan SA, Glintborg B, Hetland ML, Grøn KL, Peltomaa R, Relas H, Turesson C, Gudbjornsson B, Michelsen B, Askling J. Short-term, intermediate-term and long-term risks of acute coronary syndrome in cohorts of patients with RA starting biologic DMARDs: results from four Nordic countries. Ann Rheum Dis 2022; 81:789-797. [PMID: 35318218 PMCID: PMC9120408 DOI: 10.1136/annrheumdis-2021-221996] [Citation(s) in RCA: 7] [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: 12/13/2021] [Accepted: 03/09/2022] [Indexed: 01/17/2023]
Abstract
OBJECTIVES To compare the 1-year, 2-year and 5-year incidences of acute coronary syndrome (ACS) in patients with rheumatoid arthritis (RA) starting any of the biologic disease-modifying antirheumatic drugs (bDMARDs) currently available in clinical practice and to anchor these results with a general population comparator. METHODS Observational cohort study, with patients from Denmark, Finland, Norway and Sweden starting a bDMARD during 2008-2017. Time to first ACS was identified through register linkages. We calculated the 1-year, 2-year and 5-year incidence rates (IR) (on drug and ever since treatment start) and used Cox regression (HRs) to compare ACS incidences across treatments taking ACS risk factors into account. Analyses were further performed separately in subgroups defined by age, number of previous bDMARDs and history of cardiovascular disease. We also compared ACS incidences to an individually matched general population cohort. RESULTS 24 083 patients (75% women, mean age 56 years) contributing 40 850 treatment courses were included. During the maximum (5 years) follow-up (141 257 person-years (pyrs)), 780 ACS events occurred (crude IR 5.5 per 1000 pyrs). Overall, the incidence of ACS in RA was 80% higher than that in the general population. For all bDMARDs and follow-up definitions, HRs were close to 1 (etanercept as reference) with the exception of the 5-year risk window, where signals for abatacept, infliximab and rituximab were noted. CONCLUSION The rate of ACS among patients with RA initiating bDMARDs remains elevated compared with the general population. As used in routine care, the short-term, intermediate-term and longer-term risks of ACS vary little across individual bDMARDs.
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Affiliation(s)
| | - Lotta Ljung
- Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- Department of Public Health and Clinical Medicine/Rheumatology, Umeå University, Umeå, Sweden
| | | | - Bente Glintborg
- The DANBIO registry and Center for Rheumatology and Spine Diseases, Copenhagen University Hospital, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Merete Lund Hetland
- The DANBIO registry and Center for Rheumatology and Spine Diseases, Copenhagen University Hospital, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Ritva Peltomaa
- Department of Medicine, Division of Rheumatology, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
| | - Heikki Relas
- Department of Medicine, Division of Rheumatology, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
| | - Carl Turesson
- Department of Rheumatology, Skåne University Hospital, Lund, Skåne, Sweden
| | - Bjorn Gudbjornsson
- Faculty of Medicine, University Hospital of Iceland, Reykjavik, Iceland
- Department of Rheumatology, Centre for Rheumatology Research, Reykjavik, Iceland
| | - Brigitte Michelsen
- Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
- Department of Medicine, Hospital of Southern Norway Trust, Kristiansand, Norway
| | - Johan Askling
- Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
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Ahmed S, Jacob B, Carsons SE, De Leon J, Reiss AB. Treatment of Cardiovascular Disease in Rheumatoid Arthritis: A Complex Challenge with Increased Atherosclerotic Risk. Pharmaceuticals (Basel) 2021; 15:ph15010011. [PMID: 35056068 PMCID: PMC8778152 DOI: 10.3390/ph15010011] [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: 10/12/2021] [Revised: 12/13/2021] [Accepted: 12/17/2021] [Indexed: 12/24/2022] Open
Abstract
Rheumatoid arthritis (RA) carries significant risk for atherosclerotic cardiovascular disease (ASCVD). Traditional ASCVD risk factors fail to account for this accelerated atherosclerosis. Shared inflammatory pathways are fundamental in the pathogenesis of both diseases. Considering the impact of RA in increasing cardiovascular morbidity and mortality, the characterization of therapies encompassing both RA and ASCVD management merit high priority. Despite little progress, several drugs discussed here promote remission and or lower rheumatoid disease activity while simultaneously conferring some level of atheroprotection. Methotrexate, a widely used disease-modifying drug used in RA, is associated with significant reduction in cardiovascular adverse events. MTX promotes cholesterol efflux from macrophages, upregulates free radical scavenging and improves endothelial function. Likewise, the sulfonamide drug sulfasalazine positively impacts the lipid profile by increasing HDL-C, and its use in RA has been correlated with reduced risk of myocardial infraction. In the biologic class, inhibitors of TNF-α and IL-6 contribute to improvements in endothelial function and promote anti-atherogenic properties of HDL-C, respectively. The immunosuppressant hydroxychloroquine positively affects insulin sensitization and the lipid profile. While no individual therapy has elicited optimal atheroprotection, further investigation of combination therapies are ongoing.
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