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Maric GD, Pekmezovic TD, Tamas OS, Veselinovic ND, Budimkic MS, Jovanovic AL, Mesaros SK, Drulovic JS. Investigation of differences between chronological and vascular age in persons with multiple sclerosis. PLoS One 2024; 19:e0311117. [PMID: 39565794 PMCID: PMC11578456 DOI: 10.1371/journal.pone.0311117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 09/12/2024] [Indexed: 11/22/2024] Open
Abstract
OBJECTIVE To determine vascular age (VA) in a cohort of persons with multiple sclerosis (PwMS) in Belgrade, Serbia, and to assess the difference between chronological age (CA) and VA, in this population. MATERIAL AND METHODS A case-control study was conducted at the Clinic of Neurology, University Clinical Center of Serbia in Belgrade. Study participants (n = 274) were recruited during regular outpatient visits. Demographic and clinical characteristics including the presence of CVD comorbidities of PwMS were collected. Data were obtained using a questionnaire, designed and adapted for the study purposes. Additionally, fasting blood samples were collected from all participants, in order to determine their lipid profile. VA was calculated based on the patient's sex, age, smoking status, total serum cholesterol level and systolic blood pressure (SBP) value. Afterwards, the study sample was divided into five groups with the different levels of the atherosclerotic burden, as follows: 1) PwMS without any CVD comorbidity; 2) PwMS with hyperlipidemia (HLP); 3) PwMS with HLP and hypertension (HTA); 4) PwMS with HLP, HTA and type 2 diabetes, and 5) PwMS with coronary artery disease (CAD). In the statistical analysis, for the determination of factors that are independently associated with the discrepancy between CA and VA in persons with MS, hierarchical regression analysis was performed. RESULTS The mean values of CA and VA were statistically significantly different among the groups(p<0.001). Additionally, a significant difference was also detected between CA and VA (p<0.001). The highest VA (66.4±15.8 years) and the difference between CA and VA (6.5±7.3 years) were registered only in the group comprising PwMS, HPL, HTA and type 2 diabetes. Results of the hierarchical linear regression analysis showed that the Expanded Disability Status Scale (EDSS) score, Body mass index (BMI), physical activity and the presence of type 2 diabetes, explained a total of 24% of the variations in the difference between CA and VA, in our cohort of MS patients. CONCLUSION Our study showed significant difference between CA and VA in PwMS and additionally, increasing VA with atherosclerotic burden. Additionally, it has been demonstrated that crucial factors which led to the occurrence of these differences were BMI, physical activity, EDSS and the presence of type 2 diabetes.
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Affiliation(s)
- Gorica D. Maric
- Faculty of Medicine, Institute of Epidemiology, University of Belgrade, Belgrade, Serbia
| | - Tatjana D. Pekmezovic
- Faculty of Medicine, Institute of Epidemiology, University of Belgrade, Belgrade, Serbia
| | - Olivera S. Tamas
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Nikola D. Veselinovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Maja S. Budimkic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Aleksa L. Jovanovic
- Faculty of Medicine, Institute of Epidemiology, University of Belgrade, Belgrade, Serbia
| | - Sarlota K. Mesaros
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
| | - Jelena S. Drulovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Clinic of Neurology, University Clinical Center of Serbia, Belgrade, Serbia
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Najmi EA, Mirzaasgari Z, Motamed MR, Aslani A. Carotid intima-media thickness and risk of atherosclerosis in multiple sclerosis: A cross-sectional study. PLoS One 2024; 19:e0314031. [PMID: 39561151 PMCID: PMC11575821 DOI: 10.1371/journal.pone.0314031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 11/04/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND Multiple sclerosis (MS) is characterized by inflammation and demyelination in the central nervous system. Recent studies have suggested a potential association between MS and an increased risk of atherosclerosis, a systemic vascular disease involving arterial wall thickening. Understanding this relationship is crucial, given the heightened cardiovascular risk observed in MS patients. OBJECTIVE To investigate factors influencing the development of atherosclerosis in patients with multiple sclerosis (pwMS), focusing on carotid intima-media thickness (CIMT) as a marker. METHODS 114 pwMS (82 females and 32 males) and 127 control subjects (57 females and 70 males) were included. The mean CIMT between the two groups was compared. Additionally, the effects of annual relapse rate, EDSS (Expanded Disability Status Scale), MS duration, treatment duration, and type of Disease-modifying treatment (DMT) on CIMT were evaluated. RESULTS This study included 241 participants with a mean (SD) age of 41.13 years (10.93). CIMT was significantly higher in pwMS compared to controls (p < 0.001). Even after adjusting for age, sex, and BMI (Body Mass Index), CIMT remained significantly higher in the pwMS group (p < 0.001). Spearman's correlation analysis revealed significant associations between CIMT and age, BMI, EDSS score, and disease duration (all p < 0.05). Additionally, the SPMS (Secondary Progressive Multiple Sclerosis) disease course was significantly associated with higher CIMT (p < 0.001). Linear regression analysis identified age as the most significant predictor of increased CIMT in pwMS (p < 0.001), followed by BMI (p = 0.054). CONCLUSION This study demonstrates a significant association between MS and increased CIMT. Additionally, age emerged as the most prominent predictor of high CIMT in pwMS, followed by BMI. These findings suggest a potential link between MS and increased cardiovascular risk. Further research is warranted to explore the underlying mechanisms and investigate the long-term cardiovascular outcomes in this population.
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Affiliation(s)
- Elyar Alizadeh Najmi
- Firouzgar Clinical Research and Development Center (FCRDC), Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Neurology, Firouzgar Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Zahra Mirzaasgari
- Firouzgar Clinical Research and Development Center (FCRDC), Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Neurology, Firouzgar Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- School of Advanced Technologies in Medicine, Iran University of Medical, Tehran, Iran
| | - Mohammad Reza Motamed
- Firouzgar Clinical Research and Development Center (FCRDC), Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Neurology, Firouzgar Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Armin Aslani
- Department of Community Medicine, Social Determinants of Health Research Center, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
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Zheng P, DuBose NG, DeJonge SR, Jeng B, Hibner BA, Motl RW. Vascular function in multiple sclerosis: Systematic review with meta-analysis. Mult Scler Relat Disord 2024; 91:105902. [PMID: 39342812 DOI: 10.1016/j.msard.2024.105902] [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: 06/14/2024] [Revised: 08/27/2024] [Accepted: 09/22/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND Vascular comorbidities are prevalent in persons with multiple sclerosis (MS), yet less is known about underlying vascular function (VF). We performed a systematic review with meta-analysis of studies that compared VF in persons with MS and healthy controls and examined factors that may moderate the difference in vascular outcomes between groups. METHODS We conducted a systematic search using PubMed/MEDLINE, CINAHL, and Embase from inception through March 2024. The search identified studies that included comparisons of VF between MS and controls on a range of function and structure outcomes (e.g., pulse wave velocity, augmentation index, arterial diameter, intima-media thickness, flow-mediated dilation). Effect sizes were calculated as standardized mean differences (SMD) using Hedge's g with a positive effect indicating worse VF in MS than controls. The meta-analysis involved a multilevel random effects model with follow-up moderator analyses. RESULTS Fourteen studies met the inclusion criteria and yielded 49 effect sizes for meta-analysis. The MS subjects (N = 614) were predominantly female (72.0 %), with mean ages ranging from 29.9 to 54.4 years. There was a moderate difference in VF between persons with MS and healthy controls (SMD [95 % CI] = 0.56 [0.08, 1.03]; p = 0.02), and the effects were heterogenous (Q48=634.5, p < 0.01; I2=94.39 %). There was a greater difference in arterial stiffness between MS and controls (0.78 [0.21, 1.36], p = 0.008), but not in other arterial structure or function outcomes (p > 0.05). No significant moderators were detected (p > 0.05). CONCLUSIONS The cumulative evidence supports that persons with MS have worse VF, notably greater arterial stiffness, than healthy controls. Such findings support future research on the cause, consequences, and management of arterial stiffness among persons with MS.
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Affiliation(s)
- Peixuan Zheng
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA.
| | - Noah G DuBose
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Sydney R DeJonge
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Brenda Jeng
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Brooks A Hibner
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
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Marrie RA, Patel R, Schaffer SA. Carotid intima media thickness in multiple sclerosis: A CLSA study. Mult Scler Relat Disord 2024; 87:105660. [PMID: 38754248 DOI: 10.1016/j.msard.2024.105660] [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: 01/10/2024] [Revised: 04/07/2024] [Accepted: 04/28/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND People with multiple sclerosis (MS) have an increased incidence of atherosclerotic disease, including ischemic heart disease and stroke, compared to people without MS even after accounting for risk factors such as hypertension, dyslipidemia, diabetes and smoking. We compared carotid intima media thickness (CIMT), a surrogate of atherosclerosis, in people with MS and in two groups of people without MS (rheumatoid arthritis [RA]; all other participants). METHODS We used data from participants in the Canadian Longitudinal Study on Aging (CLSA) who did not have known vascular disease (ischemic heart disease, stroke, transient ischemic attack, peripheral vascular disease) and who underwent carotid ultrasound for assessment of CIMT. We selected participants with MS, RA and controls who did not have MS or RA. Using age and gender-stratified norms for average CIMT in the CLSA, we identified participants in each cohort with a CIMT ≥75th percentile (subclinical atherosclerosis). We also calculated ten-year level of cardiovascular risk using the Framingham Risk Score (FRS). We tested the association between cohort membership (MS, RA, controls) and atherosclerosis using logistic regression, adjusted for FRS, abdominal obesity, excess alcohol intake, education and elevated symptoms of depression. We adjusted all analyses for the stratified sampling design. RESULTS We included 78 participants with MS, 364 participants with RA and 13,891 controls. Overall, the average (SE) CIMT was 0.699 (0.002), and this did not differ between cohorts. Logistic regression analyses revealed that cohort membership was not associated with atherosclerosis based on the average CIMT in unadjusted or adjusted models. However, a 1-point higher FRS was associated with 1.032 (95 %CI: 1.021, 1.043) increased odds of atherosclerosis. CONCLUSION Average CIMT does not differ between people with MS, people with RA and people without these diseases. Subclinical atherosclerosis as defined by a CIMT ≥75 % is not observed in people with MS at an increased rate beyond what FRS would predict. Further evaluation is needed to determine what mechanisms underlie the increased rates of cardiovascular disease and stroke in MS.
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Affiliation(s)
- Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Can; Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Can.
| | - Ronak Patel
- Department of Clinical Health Psychology, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Can
| | - Stephen Allan Schaffer
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Can
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Marrie RA, Patel R, Schaffer SA. Subclinical atherosclerosis in multiple sclerosis. Mult Scler J Exp Transl Clin 2024; 10:20552173241238627. [PMID: 38585500 PMCID: PMC10998495 DOI: 10.1177/20552173241238627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 02/22/2024] [Indexed: 04/09/2024] Open
Abstract
Background People with multiple sclerosis (MS) have an increased risk of ischemic heart disease as compared to people without MS after accounting for traditional vascular risk factors. Objective We assessed whether subclinical atherosclerosis, an inflammatory disease of arteries, occurs in persons with MS who do not have traditional vascular risk factors, and whether the Framingham Score (FRS) predicted carotid intima media thickness (CIMT) similarly in people with and without MS. Methods We recruited participants with and without MS who did not have vascular disease. Participants completed questionnaires, physical assessments, underwent an ultrasound (CIMT), and provided samples for HbA1c and lipid measurements. We defined subclinical atherosclerosis as an average CIMT ≥75th percentile, and tested the association between MS/not-MS, FRS, and atherosclerosis using logistic regression. Results We recruited 106 participants with MS 101 without MS. The average (SD) CIMT did not differ between the MS (0.60 [0.11]) and non-MS (0.61 [0.12]) cohorts (p = 0.69), nor did the proportion with atherosclerosis (MS: 11.3% vs. non-MS 13.4%, p = 0.58). On regression analysis a 1-point increase in the FRS was associated with 11% increased odds of having atherosclerosis (95%CI: 1.04, 1.19) but MS was not. Conclusion MS was not associated with subclinical atherosclerosis.
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Affiliation(s)
- Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Ronak Patel
- Department of Clinical Health Psychology, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Stephen Allan Schaffer
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
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Omerzu T, Magdič J, Hojs R, Potočnik U, Gorenjak M, Fabjan TH. Subclinical atherosclerosis in patients with relapsing-remitting multiple sclerosis. Wien Klin Wochenschr 2024; 136:40-47. [PMID: 33903956 DOI: 10.1007/s00508-021-01862-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 03/22/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Multiple sclerosis is an inflammatory disorder of the central nervous system. Inflammation may create high susceptibility to subclinical atherosclerosis. The purpose of this study was to compare subclinical atherosclerosis and the role of inflammatory cytokines between the group of patients with relapsing-remitting multiple sclerosis (RRMS) and healthy controls matched for age and sex. METHODS The study group consisted of 112 non-diabetic and non-hypertensive RRMS patients treated with disease modifying drugs (DMD) and the control group was composed of 51 healthy subjects. The common carotid artery (CCA) intima media thickness (IMT) was investigated. Serum levels of risk factors for atherosclerosis and inflammatory cytokines were also determined. RESULTS The mean CCA IMT (0.572 ± 0.131 mm vs. 0.571 ± 0.114 mm) did not differ (p > 0.05) between patients and controls. The RRMS patients' CCA IMT was significantly correlated with serum interleukin 6 (IL-6) (p = 0.027), high-sensitivity C-reactive protein (hs-CRP) (p = 0.027), cystatin C (p < 0.0005), glucose (p = 0.031), cholesterol (p = 0.008), LDL (p = 0.021), erythrocyte sedimentation rate (p = 0.001) and triglyceride (p = 0.018) level. We fitted generalized linear models in order to assess the relationship between CCA IMT and IL‑6 with adjustment for sex and age. The obtained results showed that adjusted for age (p < 0.001) and sex (p = 0.048) IL‑6 serum levels statistically significantly (p = 0.009) predict CCA IMT only in the RRMS group. CONCLUSION The findings of the present study suggest that when treated with DMD RRMS might not be an independent risk factor for early atherosclerosis presenting with arterial wall thickening; however, the results suggest a significant association of IL‑6 serum levels with CCA IMT only in the RRMS group.
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Affiliation(s)
- Tomaž Omerzu
- Department of Neurology, University Medical Centre Maribor, Ljubljanska 5, 2000, Maribor, Slovenia.
| | - Jožef Magdič
- Department of Neurology, University Medical Centre Maribor, Ljubljanska 5, 2000, Maribor, Slovenia
| | - Radovan Hojs
- Faculty of Medicine, University of Maribor, Taborska ulica 8, 2000, Maribor, Slovenia
- Department of Nephrology, Clinic for Internal Medicine, University Medical Centre Maribor, Ljubljanska 5, 2000, Maribor, Slovenia
| | - Uroš Potočnik
- Faculty of Medicine, University of Maribor, Taborska ulica 8, 2000, Maribor, Slovenia
| | - Mario Gorenjak
- Faculty of Medicine, University of Maribor, Taborska ulica 8, 2000, Maribor, Slovenia
| | - Tanja Hojs Fabjan
- Department of Neurology, University Medical Centre Maribor, Ljubljanska 5, 2000, Maribor, Slovenia
- Faculty of Medicine, University of Maribor, Taborska ulica 8, 2000, Maribor, Slovenia
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Dadashkhan S, Mirmotalebisohi SA, Poursheykhi H, Sameni M, Ghani S, Abbasi M, Kalantari S, Zali H. Deciphering crucial genes in multiple sclerosis pathogenesis and drug repurposing: A systems biology approach. J Proteomics 2023; 280:104890. [PMID: 36966969 DOI: 10.1016/j.jprot.2023.104890] [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: 09/03/2022] [Revised: 02/14/2023] [Accepted: 03/09/2023] [Indexed: 04/10/2023]
Abstract
This study employed systems biology and high-throughput technologies to analyze complex molecular components of MS pathophysiology, combining data from multiple omics sources to identify potential biomarkers and propose therapeutic targets and repurposed drugs for MS treatment. This study analyzed GEO microarray datasets and MS proteomics data using geWorkbench, CTD, and COREMINE to identify differentially expressed genes associated with MS disease. Protein-protein interaction networks were constructed using Cytoscape and its plugins, and functional enrichment analysis was performed to identify crucial molecules. A drug-gene interaction network was also created using DGIdb to propose medications. This study identified 592 differentially expressed genes (DEGs) associated with MS disease using GEO, proteomics, and text-mining datasets. 37 DEGs were found to be important by topographical network studies, and 6 were identified as the most significant for MS pathophysiology. Additionally, we proposed six drugs that target these key genes. Crucial molecules identified in this study were dysregulated in MS and likely play a key role in the disease mechanism, warranting further research. Additionally, we proposed repurposing certain FDA-approved drugs for MS treatment. Our in silico results were supported by previous experimental research on some of the target genes and drugs. SIGNIFICANCE: As the long-lasting investigations continue to discover new pathological territories in neurodegeneration, here we apply a systems biology approach to determine multiple sclerosis's molecular and pathophysiological origin and identify multiple sclerosis crucial genes that contribute to candidating new biomarkers and proposing new medications.
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Affiliation(s)
- Sadaf Dadashkhan
- Molecular Medicine Research Centre, Universitätsklinikum Jena, Jena, Germany; Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Seyed Amir Mirmotalebisohi
- Student Research Committee, Department of Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hossein Poursheykhi
- Department of New Scientist, Faculty of Medical Sciences, Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Marzieh Sameni
- Student Research Committee, Department of Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sepideh Ghani
- Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Department of Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | | | - Sima Kalantari
- Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Department of Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Regenerative Medicine Group (REMED), Universal Scientific Education & Research Network (USERN), Tehran, Iran
| | - Hakimeh Zali
- Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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Young N, Zivadinov R, Dwyer MG, Bergsland N, Weinstock-Guttman B, Jakimovski D. Retinal Blood Vessel Analysis Using Optical Coherence Tomography (OCT) in Multiple Sclerosis. Diagnostics (Basel) 2023; 13:diagnostics13040596. [PMID: 36832084 PMCID: PMC9955793 DOI: 10.3390/diagnostics13040596] [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: 10/28/2022] [Revised: 01/20/2023] [Accepted: 02/04/2023] [Indexed: 02/08/2023] Open
Abstract
Background: Both greater retinal neurodegenerative pathology and greater cardiovascular burden are seen in people with multiple sclerosis (pwMS). Studies also describe multiple extracranial and intracranial vascular changes in pwMS. However, there have been few studies examining the neuroretinal vasculature in MS. Our aim is to determine differences in retinal vasculature between pwMS and healthy controls (HCs) and to determine the relationship between retinal nerve fiber layer (RNFL) thickness and retinal vasculature characteristics. Methods: A total of 167 pwMS and 48 HCs were scanned using optical coherence tomography (OCT). Earlier OCT scans were available for 101 pwMS and 35 HCs for an additional longitudinal analysis. Segmentation of retinal vasculature was performed in a blinded manner in MATLAB's optical coherence tomography segmentation and evaluation GUI (OCTSEG) software. Results: PwMS has fewer retinal blood vessels when compared to HCs (35.1 vs. 36.8, p = 0.017). Over the 5.4 year follow up, and when compared to HCs, pwMS has a significant decrease in number of retinal vessels (average loss of -3.7 p = 0.007). Moreover, the total vessel diameter in pwMS does not change when compared to the increase in vessel diameter in the HCs (0.06 vs. 0.3, p = 0.017). Only in pwMS is there an association between lower RNFL thickness and fewer retinal vessel number and smaller diameter (r = 0.191, p = 0.018 and r = 0.216, p = 0.007). Conclusions: Over 5 years, pwMS exhibit significant retinal vascular changes that are related to greater atrophy of the retinal layers.
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Affiliation(s)
- Nicholas Young
- Buffalo Neuroimaging Analysis Center (BNAC), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14260, USA
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center (BNAC), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14260, USA
- Center for Biomedical Imaging and Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY 14203, USA
| | - Michael G. Dwyer
- Buffalo Neuroimaging Analysis Center (BNAC), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14260, USA
| | - Niels Bergsland
- Buffalo Neuroimaging Analysis Center (BNAC), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14260, USA
- RCCS, Fondazione Don Carlo Gnocchi ONLUS, 20121 Milan, Italy
| | - Bianca Weinstock-Guttman
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14202, USA
| | - Dejan Jakimovski
- Buffalo Neuroimaging Analysis Center (BNAC), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14260, USA
- Correspondence: ; Tel.: +1-716-859-7040
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Rastegari K, Mokhtari-Dizaji M, Harirchian MH, Hashemi H, Ayoobi Yazdi N, Saberi H. Biomechanical changes of the common carotid artery and internal jugular vein in patients with multiple sclerosis. Ultrasonography 2023; 42:100-110. [PMID: 36503209 PMCID: PMC9816705 DOI: 10.14366/usg.22053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 08/23/2022] [Indexed: 01/13/2023] Open
Abstract
PURPOSE Investigations of the hemodynamic changes of the venous system in patients with multiple sclerosis (MS) have shown contradictory results. Herein, the biomechanical parameters of the internal jugular vein (IJV) and common carotid artery (CCA) of MS patients were extracted and compared to healthy individuals. METHODS B-mode and Doppler sequential ultrasound images of 64 IJVs and CCAs of women including 22 healthy individuals, 22 relapsing-remitting multiple sclerosis (RRMS) patients, and 20 primary-progressive multiple sclerosis (PPMS) patients were recorded and processed. The biomechanical parameters of the IJV and the CCA walls during three cardiac cycles were calculated. RESULTS The IJV maximum and minimum pressures were higher in the MS patients than in the healthy subjects, by 31% and 19% in RRMS patients and 39% and 24% in PPMS patients. The venous wall thicknesses in RRMS and PPMS patients were 51% and 60% higher than in healthy subjects, respectively. IJV distensibility in RRMS and PPMS patients was 70% and 75% lower, and compliance was 40% and 59% lower than in healthy subjects. The maximum intima-media thicknesses of the CCAs were 38% and 24%, and the minimum intima-media thicknesses were 27% and 23% higher in RRMS and PPMS patients than in healthy individuals, respectively. The shear modulus of CCA walls in RRMS and PPMS patients was 17% and 31%, and the radial elastic moduli were 47% and 9% higher than in healthy individuals. CONCLUSION Some physical and biomechanical parameters of the CCA and IJV showed significant differences between MS patients and healthy individuals.
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Affiliation(s)
- Kimiya Rastegari
- Department of Medical Physics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Manijhe Mokhtari-Dizaji
- Department of Medical Physics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran,Correspondence to: Manijhe Mokhtari-Dizaji, PhD, Department of Medical Physics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran 1411713116, Iran Tel. +98-21-82883893 Fax. +98-21-88006544 E-mail:
| | - Mohammad Hossein Harirchian
- Iranian Center of Neurological Research, Imam Khomeini Hospital, Faculty of Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Hassan Hashemi
- Department of Radiology, Imam Khomeini Hospital, Faculty of Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Niloofar Ayoobi Yazdi
- Department of Radiology, Imam Khomeini Hospital, Faculty of Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Hazhir Saberi
- Department of Radiology, Imam Khomeini Hospital, Faculty of Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
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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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Jakimovski D, Zivadinov R, Pelizzari L, Dunne-Jaffe C, Browne RW, Bergsland N, Dwyer MG, Weinstock-Guttman B, Ramanathan M. Plasma 24-hydroxycholesterol is associated with narrower common carotid artery and greater flow velocities in relapsing multiple sclerosis. Mult Scler Relat Disord 2022; 63:103906. [DOI: 10.1016/j.msard.2022.103906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 05/08/2022] [Accepted: 05/20/2022] [Indexed: 11/16/2022]
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farzan MR, Esmaeili S, Mirzaasgari Z, Hamidabad NM, Rafiei Alavi SN, Joghataei MT, Motamed MR. Carotid intima-media thickness measurements in patients with multiple sclerosis. Ann Med Surg (Lond) 2022; 75:103348. [PMID: 35242318 PMCID: PMC8866135 DOI: 10.1016/j.amsu.2022.103348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 01/27/2022] [Accepted: 02/01/2022] [Indexed: 11/28/2022] Open
Abstract
Objectives The goal of this study was to evaluate the mean carotid intima-media thickness (CIMT) in patients with Multiple Sclerosis (MS). Methods In this cross-sectional study, 100 patients with MS were enrolled. Carotid intima-media thickness was measured by Doppler Ultrasonography. The mean CIMT was then compared between different groups of sex, age, body mass index (BMI), medications, and site of the MS plaques in the brain and cervical MRI. In addition, disease duration, annual relapse rate, and Expanded Disability Status Scale (EDSS) were compared between high and normal CIMT groups. Results Among 100 patients, Sixty-two percent of the patients were female. The mean age was 35.95 ± 9.32 years. Mean CIMT was 0.38 ± 0.2 mm, and 22% of the patients had abnormal CIMT measures. CIMT was significantly associated with higher age (P = 0.01) and prolonged disease duration (P < 0.001). CIMT was not associated with other disease factors or types of the disease-modifying drug (P > 0.05). Conclusion Multiple Sclerosis might be associated with carotid atherosclerotic vascular disease. MS is a chronic inflammatory and immune-mediated disease. Atherosclerosis is a complex and chronic inflammatory disease, Which is a predictor of cardiovascular disease. Intima-media thickness as a marker of atherosclerotic vascular disease can be assessed in Multiple Sclerosis.
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Affiliation(s)
- Marjan rahimi farzan
- Firoozgar Clinical Research and Development Center (FCRDC), Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Neurology, Firoozgar Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Sara Esmaeili
- Firoozgar Clinical Research and Development Center (FCRDC), Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Neurology, Firoozgar Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- School of Advanced Technologies in Medicine, Iran University of Medical, Tehran, Iran
| | - Zahra Mirzaasgari
- Firoozgar Clinical Research and Development Center (FCRDC), Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Neurology, Firoozgar Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Corresponding author. Iran University of Medical Sciences, Shahid Hemmat Highway, Tehran, 1449614535,
| | - Negin Mahmoudi Hamidabad
- Firoozgar Clinical Research and Development Center (FCRDC), Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Neurology, Firoozgar Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | | | - Mohammad Taghi Joghataei
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
- School of Advanced Technologies in Medicine, Iran University of Medical, Tehran, Iran
| | - Mohammad Reza Motamed
- Firoozgar Clinical Research and Development Center (FCRDC), Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Neurology, Firoozgar Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Corresponding author. Iran University of Medical Sciences, Shahid Hemmat Highway, Tehran, 1449614535,
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Halder SK, Milner R. Hypoxia in multiple sclerosis; is it the chicken or the egg? Brain 2021; 144:402-410. [PMID: 33351069 PMCID: PMC8453297 DOI: 10.1093/brain/awaa427] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 09/03/2020] [Accepted: 10/14/2020] [Indexed: 12/22/2022] Open
Abstract
Over the past 50 years, intense research effort has taught us a great deal about multiple sclerosis. We know that it is the most common neurological disease affecting the young-middle aged, that it affects two to three times more females than males, and that it is characterized as an autoimmune disease, in which autoreactive T lymphocytes cross the blood-brain barrier, resulting in demyelinating lesions. But despite all the knowledge gained, a key question still remains; what is the initial event that triggers the inflammatory demyelinating process? While most research effort to date has focused on the immune system, more recently, another potential candidate has emerged: hypoxia. Specifically, a growing number of studies have described the presence of hypoxia (both 'virtual' and real) at an early stage of demyelinating lesions, and several groups, including our own, have begun to investigate how manipulation of inspired oxygen levels impacts disease progression. In this review we summarize the findings of these hypoxia studies, and in particular, address three main questions: (i) is the hypoxia found in demyelinating lesions 'virtual' or real; (ii) what causes this hypoxia; and (iii) how does manipulation of inspired oxygen impact disease progression?
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Affiliation(s)
- Sebok K Halder
- San Diego Biomedical Research Institute, 10865 Road to the Cure, Suite 100, San Diego, CA 92121, USA
| | - Richard Milner
- San Diego Biomedical Research Institute, 10865 Road to the Cure, Suite 100, San Diego, CA 92121, USA
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Dziedzic A, Miller E, Bijak M, Przyslo L, Saluk-Bijak J. Increased Pro-Thrombotic Platelet Activity Associated with Thrombin/PAR1-Dependent Pathway Disorder in Patients with Secondary Progressive Multiple Sclerosis. Int J Mol Sci 2020; 21:ijms21207722. [PMID: 33086557 PMCID: PMC7589910 DOI: 10.3390/ijms21207722] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 10/13/2020] [Accepted: 10/16/2020] [Indexed: 12/20/2022] Open
Abstract
Epidemiological studies confirm the high risk of ischemic events in multiple sclerosis (MS) that are associated with increased pro-thrombotic activity of blood platelets. The most potent physiological platelet agonist is thrombin, which activates platelets via cleavage of specific protease-activated receptors (PARs). Our current study is aimed to determine the potential genetics and proteomic abnormalities of PAR1 in both platelets and megakaryocytes, which may have thromboembolic consequences in the course of MS. The obtained results were correlated with the expression level of platelet and megakaryocyte transcripts for APOA1 and A2M genes encoding atherosclerosis biomarkers: apolipoprotein A1 (ApoA1) and α-2-macroglobulin (α2M), respectively. Moreover, PAR1 functionality in MS platelets was assessed by flow cytometry, determining the level of platelet–platelet and platelet–leukocyte aggregates, platelet microparticles and surface expression of P-selectin. As a PAR1 agonist, the synthetic TRAP-6 peptide was used, which made it possible to achieve platelet activation in whole blood without triggering clotting. Comparative analyses showed an elevated level of platelet activation markers in the blood of MS patients compared to controls. The mRNA expression of gene coding α2M was upregulated, whilst ApoA1 was down-regulated, both in platelets and megakaryocytes from MS patients. Furthermore, we observed an increase in both mRNA expression and surface density of PAR1 in platelets and megakaryocytes in MS compared to controls. Both the level of platelet activation markers and PAR1 expression showed a high correlation with the expression of transcripts for APOA1 and A2M genes.
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Affiliation(s)
- Angela Dziedzic
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska 141/143, 90-236 Lodz, Poland;
| | - Elzbieta Miller
- Department of Neurological Rehabilitation, Medical University of Lodz, Milionowa 14, 93-113 Lodz, Poland;
| | - Michal Bijak
- Biohazard Prevention Centre, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska 141/143, 90-236 Lodz, Poland;
| | - Lukasz Przyslo
- Department of Developmental Neurology and Epileptology, Research Institute of Polish Mother’s Memorial Hospital, Rzgowska 281/289, 93-338 Lodz, Poland;
| | - Joanna Saluk-Bijak
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska 141/143, 90-236 Lodz, Poland;
- Correspondence: ; Tel./Fax: +48-42-635-4336
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