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Fan Y, Lv Y, Fu M, Wang J, Cui Y, Zhang B, Lu Y, Chen L. Relationship between maximum carotid plaque area and prognosis of patients with acute ischaemic stroke. Ir J Med Sci 2024; 193:2501-2507. [PMID: 38890259 DOI: 10.1007/s11845-024-03739-w] [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: 04/21/2024] [Accepted: 06/12/2024] [Indexed: 06/20/2024]
Abstract
OBJECTIVE In this study, the relationship between maximum carotid plaque area and stroke prognosis was analysed by carotid ultrasonography, and the relevant risk factors affecting the prognosis of acute ischaemic stroke (AIS) were investigated to provide novel insights into stroke prevention and management. METHODS A total of 205 AIS patients with carotid plaques were included in this study. Based on the mRS score at discharge, patients with AIS were classified into the good prognosis group (mRS ≤ 2) and poor prognosis group (mRS ≥ 3). SPSS 25.0 was used to analyse the data. Univariate and multivariate analyses were performed on the two groups with good and poor prognosis. Comparison between good and poor prognosis in patients with AIS in different circulatory systems was performed using the Kruskal-Wallis test. Differences were considered statistically significant at P < 0.05. RESULTS Comparison of baseline data revealed differences in carotid plaque diameter, carotid intima-media thickness, maximum carotid plaque area, history of previous stroke and plaque echogenicity between the good and poor prognosis groups (P < 0.05). Results of multifactorial analyses of logistic binary regression indicated that history of previous stroke and maximum carotid plaque area were predictors of poor prognosis, with odds ratio of 2.515 (95%CI [1.327-4.764]) and 1.019 (95%CI [1.006-1.032]), respectively. CONCLUSION The maximum carotid plaque area and history of previous stroke are important predictors for assessing prognosis in patients with AIS.
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Affiliation(s)
- Yani Fan
- Tangshan Gongren Hospital, Tangshan City, Hebei Province, China
| | - Yue Lv
- Tangshan Gongren Hospital, Tangshan City, Hebei Province, China
| | - Meng Fu
- The Third Hospital of Hebei Medical University, Shijiazhuang City, Hebei Province, China
| | - Jianhua Wang
- Tangshan Gongren Hospital, Tangshan City, Hebei Province, China
| | - Ying Cui
- Tangshan Gongren Hospital, Tangshan City, Hebei Province, China
| | - Binbin Zhang
- Tangshan Gongren Hospital, Tangshan City, Hebei Province, China
| | - Yadan Lu
- Tangshan Gongren Hospital, Tangshan City, Hebei Province, China
| | - Lili Chen
- Tangshan Gongren Hospital, Tangshan City, Hebei Province, China.
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2
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Kumar R, Narayan R. Carotid Intima-Media Thickness in Indian Patients With Non-alcoholic Fatty Liver Disease: A Systematic Review and a Meta-Analysis. Cureus 2024; 16:e68439. [PMID: 39360047 PMCID: PMC11445799 DOI: 10.7759/cureus.68439] [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] [Accepted: 09/02/2024] [Indexed: 10/04/2024] Open
Abstract
There is a significant association of non-alcoholic fatty liver disease (NAFLD) with cardiovascular disease (CVD). Most CVDs begin with atherosclerosis in the arteries, which can be reliably measured as the carotid intima-media thickness (CIMT) by ultrasound. Given that ethnic and regional differences have an impact on NAFLD, we aimed to evaluate the association of NAFLD patients from India with subclinical atherosclerosis, measured as CIMT. A thorough literature search was performed on four electronic databases using combinations of several keywords. The relevant data were pooled in a random or fixed-effect model, based on heterogeneity, to calculate the pooled standardised mean difference (SMD), or odds ratio (OR) with 95% confidence interval (CI). The final analysis included a total of 15 studies with 1196 NAFLD and 1482 control subjects. NAFLD patients had a 21.3% higher mean CIMT than the controls. The pooled SMD was 1.001 (95% CI: 0.627-1.375, p < 0.001). Three studies that balanced cardiometabolic risk factors found a similar association (p = 0.037). Furthermore, NAFLD was significantly associated with the presence of high (>0.8 mm) CIMT (pooled OR = 5.4, 95% CI: 2.0-14 .9) and carotid plaques (pooled OR = 10.24, 95% CI: 5.74-18.26). The mean CIMT was also higher in diabetic NAFLD than in the diabetic control (pooled SMD = 1.07, 95% CI = 0.818-1.324, p < 0.001). There is a significant positive association between the marker of subclinical atherosclerosis and NAFLD in India. This might give more light on screening and follow-up plans for such patients.
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Affiliation(s)
- Ramesh Kumar
- Gastroenterology, All India Institute of Medical Sciences, Patna, IND
| | - Ruchika Narayan
- Radiodiagnosis, All India Institute of Medical Sciences, Patna, IND
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Carrillo MN, Garribia M, Armando L, Adeoye AO, Garcia NH, Muñoz SE. Adherence to Dietary Patterns and Cardiovascular Disease Risk: A Cross-Sectional Study of Total Carotid Plaque Area in Argentina. J Lipid Atheroscler 2024; 13:338-347. [PMID: 39355400 PMCID: PMC11439755 DOI: 10.12997/jla.2024.13.3.338] [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: 12/13/2023] [Revised: 01/27/2024] [Accepted: 06/22/2024] [Indexed: 10/03/2024] Open
Abstract
Objective Assessing subclinical atherosclerosis (sAT) is crucial for preventing cardiovascular disease. The Mediterranean diet is considered the gold standard for cardiovascular protection, but cultural and economic barriers can hinder adherence to it. The prudent dietary pattern (DP) has been associated with protective effects against chronic diseases. However, its impact on primary cardiovascular prevention remains uncertain. This study examined adherence to various DPs and their effect on sAT, measured by total carotid plaque area (TPA). Methods This cross-sectional study included 116 adults enrolled in a cardiovascular prevention program. Demographic, clinical, laboratory, and TPA data were collected. Adherence to DPs was assessed using a food frequency questionnaire. Participants were categorized according to their adherence to 4 mutually exclusive DPs: prudent, traditional, sweet, and mixed. Generalized linear models were used to assess the effect of DPs on TPA, adjusting for relevant cardiovascular variables. Results The traditional, sweet, and mixed DPs were associated with higher TPA values than the prudent DP, with medians (interquartile range) of 27 (99), 39 (49), 27.5 (58), and 0 (36) mm2, respectively. Gamma regression analysis found that the beta exponents for the traditional, sweet, and mixed DPs versus the prudent DP were 3.78 (p=0.046); 3.73 (p=0.013), and 2.20 (p=0.072), respectively. Systolic blood pressure values were higher for the sweet and mixed DPs than for the prudent DP (133.9±11.7; 132.5±13.9 and 122.7±8.8 mmHg, respectively; p<0.05). Conclusion These findings underscore the importance of additional research and targeted interventions to promote healthier DPs to promote improvements in cardiovascular health.
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Affiliation(s)
- Mariana N Carrillo
- Instituto de Investigaciones en Ciencias de la Salud (INICSA) CONICET-UNC, Universidad Nacional de Córdoba, Córdoba, Argentina
| | | | | | - Akinwunmi Oluwaseun Adeoye
- Instituto de Investigaciones en Ciencias de la Salud (INICSA) CONICET-UNC, Universidad Nacional de Córdoba, Córdoba, Argentina
- Department of Biochemistry, Federal University Oye-Ekiti, Oye-Ekiti, Nigeria
| | - Nestor H Garcia
- Instituto de Investigaciones en Ciencias de la Salud (INICSA) CONICET-UNC, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Sonia E Muñoz
- Instituto de Investigaciones en Ciencias de la Salud (INICSA) CONICET-UNC, Universidad Nacional de Córdoba, Córdoba, Argentina
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4
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Spence JD. Correspondence on: "Subclinical atherosclerosis: More data - More insights into prevention". Atherosclerosis 2024:118571. [PMID: 39245616 DOI: 10.1016/j.atherosclerosis.2024.118571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Accepted: 08/23/2024] [Indexed: 09/10/2024]
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Huang Z, Cheng XQ, Lu RR, Bi XJ, Liu YN, Deng YB. Incremental Prognostic Value of Carotid Plaque-RADS Over Stenosis Degree in Relation to Stroke Risk. JACC Cardiovasc Imaging 2024:S1936-878X(24)00290-0. [PMID: 39243231 DOI: 10.1016/j.jcmg.2024.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 06/25/2024] [Accepted: 07/12/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Recently, a standardized classification system for carotid atherosclerotic plaques, known as Carotid Plaque-RADS (Reporting and Data System), has been introduced. However, its capacity to improve stroke risk stratification beyond traditional stenosis degree assessment has not been extensively explored. OBJECTIVES This study aimed to determine the incremental prognostic value of Carotid Plaque-RADS over stenosis degree for stroke risk. METHODS A retrospective analysis was performed on data from January 2010 to December 2021, involving subjects who underwent magnetic resonance imaging, computed tomography angiography, and ultrasound evaluations of the carotid artery. Disease-free survival (DFS) and recurrence-free survival (RFS) rates were compared across different stenosis degrees, Carotid Plaque-RADS categories, and their combination, using the Kaplan-Meier and net reclassification improvement formula. RESULTS The study enrolled 1,378 subjects. During a follow-up period of 57 ± 25 months, 4.6% of 987 asymptomatic individuals and 16.9% of 391 subjects with stroke history experienced initial and recurrent strokes, respectively. Significant differences in DFS and RFS rates were found between subjects with mild/moderate and severe stenosis (P < 0.001). Significant differences in DFS rates were observed across Carotid Plaque-RADS categories (P < 0.001), with a notable decrease in DFS rates as Carotid Plaque-RADS categories increased from 1 to 4. This trend was similar in subjects with a history of stroke (P < 0.001). For patients with mild/moderate stenosis, significant differences in DFS and RFS rates were found between those with Carotid Plaque-RADS of ≥3 vs <3 (P < 0.001). Correct reclassification was achieved for 3.3% (32 of 979) of asymptomatic individuals and 9.7% (37 of 381) of subjects with a stroke history initially identified with mild/moderate stenosis. Incorporating Carotid Plaque-RADS with stenosis grading markedly improved risk assessment, resulting in net reclassification improvement of 63.8% for initial stroke and 47.8% for recurrent stroke prediction. The likelihood ratio test demonstrated that Carotid Plaque-RADS scores significantly enhanced the prognostic accuracy of stenosis degrees for both asymptomatic individuals and patients with a history of stroke (both P < 0.001). CONCLUSIONS Carotid Plaque-RADS significantly improves stroke risk stratification over traditional stenosis grading, especially in mild/moderate stenosis cases.
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Affiliation(s)
- Zhe Huang
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xue-Qing Cheng
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Rui-Rui Lu
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiao-Jun Bi
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ya-Ni Liu
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - You-Bin Deng
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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Petrovic DJ. Redefining the exact roles and importance of carotid intima-media thickness and carotid plaque thickness in predicting cardiovascular events. Vascular 2024:17085381241273293. [PMID: 39158503 DOI: 10.1177/17085381241273293] [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: 08/20/2024]
Abstract
OBJECTIVE The survey aimed to evaluate the precise roles and importance of carotid plaque thickness and carotid intima-media thickness measured in plaque-free areas (PF CC-IMTmean) in future cardiovascular risk prediction. MATERIAL AND METHODS 188 respondents between the age of 46 and 87 divided into two groups (I group - 94 respondents without plaques with CIMT measurement and II Group 94 respondents with carotid plaques; 118 men and 70 women; mean age ± SD, 61.80 ± 5.49) were prospectively examined by the carotid ultrasound Doppler (carotid measurements included plaque thickness PT - nonstenotic plaques (carotid stenosis <50%) and stenotic culprit plaques (carotid stenosis ≥50%), mean CIMT and maximum CIMT). Subjects were followed for 36 months from the inclusion in the study (regular control examinations). Data were recorded on new cases of mortality (CV mortality) and adverse CV events (myocardial infarction - -MI, surgical or endovascular revascularization - coronary or stroke). RESULTS In this study, CIMT values vary between 0.62 and 1.43 mm (mean CIMT = 1.21 ± 0.2 mm) while 52 subjects had nonstenotic plaques (14 respondents plaque ulceration, 22 type 2 diabetes mellitus, 38 arterial hypertension) and 38 subjects had stenotic culprit plaques (17 respondents plaque ulceration, 20 type 2 diabetes mellitus, 31 arterial hypertension). After 36 months of follow-up, 76 vascular events were noted (MI, transient ischaemic attack - TIA, stroke and cardiovascular angioplasty or surgery) in this period. CONCLUSION Respondents with carotid plaques had higher cardiovascular events occurrence (p < .01, high statistical difference). Carotid plaques as a parameter have higher predictive vascular event value importance than CIMT. Of note, stenotic plaques, the presence of ulceration on the free surface of the plaque, type 2 diabetes mellitus and hypertension were connected with the highest events occurrence.
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Affiliation(s)
- Dusan J Petrovic
- Department of Diagnostic Imaging, Center of Radiology and MRI, University Clinical Center of Serbia, Belgrade, Serbia
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Della-Morte D, Pacifici F, Simonetto M, Dong C, Dueker N, Blanton SH, Wang L, Rundek T. The role of sirtuins and uncoupling proteins on vascular aging: The Northern Manhattan Study experience. Free Radic Biol Med 2024; 220:262-270. [PMID: 38729451 DOI: 10.1016/j.freeradbiomed.2024.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Revised: 05/04/2024] [Accepted: 05/07/2024] [Indexed: 05/12/2024]
Abstract
Aging affects all organs. Arteries, in particular, are among the most affected. Vascular aging (VA) is defined as age-associated changes in function and structure of vessels. Classical VA phenotypes are carotid intima-media thickness (IMT), carotid plaque (CP), and arterial stiffness (STIFF). Individuals have different predisposition to these VA phenotypes and their associated risk of cardiovascular events. Some develop an early vascular aging (EVA), and others are protected and identified as having supernormal vascular aging (SUPERNOVA). The mechanisms leading to these phenotypes are not well understood. In the Northern Manhattan Study (NOMAS), we found genetic variants in the 7 Sirtuins (SIRT) and 5 Uncoupling Proteins (UCP) to be differently associated with risk to developing VA phenotypes. In this article, we review the results of genetic-epidemiology studies to better understand which of the single nucleotide polymorphisms (SNPs) in SIRT and UCP are responsible for both EVA and SUPERNOVA.
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Affiliation(s)
- David Della-Morte
- Department of Systems Medicine, School of Medicine, University of Rome Tor Vergata, 00133, Rome, Italy; Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, 33136, USA; Department of Human Sciences and Quality of Life Promotion, San Raffaele Roma Open University, 00166, Rome, Italy.
| | - Francesca Pacifici
- Department of Systems Medicine, School of Medicine, University of Rome Tor Vergata, 00133, Rome, Italy; Department of Human Sciences and Quality of Life Promotion, San Raffaele Roma Open University, 00166, Rome, Italy
| | - Marialaura Simonetto
- Department of Neurology, Weill Cornell Medical College, New York Presbyterian Hospital, New York, NY, 10021, USA
| | - Chuanhui Dong
- Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, 33136, USA
| | - Nicole Dueker
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, FL, USA; Dr. John T. Macdonald, Department of Human Genetics, University of Miami, Miami, FL, 33136, USA
| | - Susan H Blanton
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, FL, USA; Dr. John T. Macdonald, Department of Human Genetics, University of Miami, Miami, FL, 33136, USA
| | - Liyong Wang
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, FL, USA; Dr. John T. Macdonald, Department of Human Genetics, University of Miami, Miami, FL, 33136, USA
| | - Tatjana Rundek
- Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, 33136, USA
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Salvador D, Liv P, Norberg M, Pahud de Mortanges A, Saner H, Glisic M, Nicoll R, Muka T, Nyman E, Bano A, Näslund U. Changes in fasting plasma glucose and subclinical atherosclerosis: A cohort study from VIPVIZA trial. Atherosclerosis 2024; 394:117326. [PMID: 37932189 DOI: 10.1016/j.atherosclerosis.2023.117326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 09/29/2023] [Accepted: 10/03/2023] [Indexed: 11/08/2023]
Abstract
BACKGROUND AND AIMS Studies on the influence of fasting plasma glucose (FPG) on the development of carotid plaque (CP) and intima media thickness (CIMT) mainly focused on single FPG measures. We investigated whether changes in FPG (ΔFPG) are associated with incident CP and CIMT change (ΔCIMT) over time. METHODS Analyses were based on information from 1896 participants from the VIPVIZA trial (Visualization of asymptomatic atherosclerotic disease for optimum cardiovascular prevention), with baseline and 3-year follow-up data on FPG, ultrasonographic CP (none or ≥1 lesion/s) and CIMT assessments. We studied the association between baseline FPG (prior to intervention) or 3-year ΔFPG (mmol/L) and incident CP (logistic regression) or ΔCIMT (linear regression). Analyses were adjusted for multiple potential confounders. RESULTS 1896 and 873 individuals, respectively, were included in the analysis on incident CP and ΔCIMT. Participants were 60 years old at baseline and 61% and 54% were females, in the CP and CIMT analyses, respectively. Every mmol/L increase in FPG was associated with an increased odds of incident CP (odds ratio: 1.42, 95% confidence interval [CI]: 1.17, 1.73), but there was no association with ΔCIMT (mean difference: 0.002 mm, 95% CI: -0.003, 0.008) after 3 years. Baseline FPG was not associated with incident CP nor ΔCIMT progression. CONCLUSIONS In middle-aged individuals with low to moderate risk for cardiovascular diseases, 3-year ΔFPG was positively associated with the risk of incident CP, but not with ΔCIMT. Single measures of FPG may not be sufficient in estimating cardiovascular risk among individuals with low to moderate risk.
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Affiliation(s)
- Dante Salvador
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; Department of Cardiology, Inselspital, Bern University Hospital, Bern, Switzerland; Graduate School for Health Sciences, University of Bern, Bern, Switzerland
| | - Per Liv
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Margareta Norberg
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | | | - Hugo Saner
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Marija Glisic
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; Swiss Paraplegic Research, Nottwil, Switzerland
| | - Rachel Nicoll
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Taulant Muka
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; Epistudia, Bern, Switzerland
| | - Emma Nyman
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Arjola Bano
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; Department of Cardiology, Inselspital, Bern University Hospital, Bern, Switzerland.
| | - Ulf Näslund
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
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Iankov S, Sikand A, Chowdhury J, Spence JD, Jang SA, Sohrevardi SM, Hackam DG, Azarpazhooh MR. Effect of lipid-lowering therapy on carotid plaque burden in older adults. J Neurol Sci 2024; 461:123023. [PMID: 38718551 DOI: 10.1016/j.jns.2024.123023] [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: 10/08/2023] [Revised: 04/02/2024] [Accepted: 04/28/2024] [Indexed: 06/13/2024]
Abstract
BACKGROUND Little is known about the benefits of lipid-lowering medications in those age ≥ 75 years. We assessed the effect of lipid-lowering medications on progression to severe atherosclerosis in patients age > 75. METHODS Data was retrospectively obtained from the Stroke Prevention & Atherosclerosis Research Centre, Canada. Atherosclerosis burden was measured as carotid total plaque area (TPA), a powerful predictor of cardiovascular risk. Survival time free of severe atherosclerosis (SFSA) was defined as the period when TPA remained <1.19 cm2. Kaplan-Meier, multiple Cox proportional hazard and hierarchical mixed-effect models were used to determine the effects of lipid-lowering medications on progression to severe atherosclerosis. RESULTS In total 1404 cases (mean age 81 ± 4 years; women 52%) were included. Those taking lipid-lowering medications were more likely to have a history of diabetes and a higher burden of atherosclerosis at baseline. In Kaplan-Meier analysis, the SFSA was significantly longer in those receiving lipid-lowering therapy. In multivariable-adjusted analyses, those not receiving lipid lowering therapy (irrespective of their vascular disease at baseline) were more likely to have TPA > 1.19 cm2 (hazard ratio (HR) = 1.37, 95% confidence interval (CI): 1.09,0.71). Similar findings were observed in mixed effects models when plaque progression was defined as any change >0.05 cm2 per year (odds ratio (OR):2.17, 95% CI:1.38,3.57). CONCLUSION Lipid-lowering therapy is effective in controlling the burden of atherosclerosis among older adults with and without vascular disease. The measurement of plaque burden can guide selection and follow-up of those who may benefit from treatment.
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Affiliation(s)
- Stella Iankov
- Stroke Prevention and Atherosclerosis Research Centre, Robarts Research Institute, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.
| | - Aditya Sikand
- Stroke Prevention and Atherosclerosis Research Centre, Robarts Research Institute, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.
| | - Joy Chowdhury
- Stroke Prevention and Atherosclerosis Research Centre, Robarts Research Institute, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
| | - J David Spence
- Stroke Prevention and Atherosclerosis Research Centre, Robarts Research Institute, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada; Department of Clinical Neurological Sciences, Western University, London, Ontario, Canada; Division of Clinical Pharmacology, Department of Medicine, Western University, London, Ontario, Canada.
| | - Shahram Arsang Jang
- Department of Biostatistics and Epidemiology, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Seyed Mojtaba Sohrevardi
- Stroke Prevention and Atherosclerosis Research Centre, Robarts Research Institute, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada; Pharmaceutical Sciences Research Center, Faculty of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Daniel G Hackam
- Pharmaceutical Sciences Research Center, Faculty of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd, Iran..
| | - M Reza Azarpazhooh
- Stroke Prevention and Atherosclerosis Research Centre, Robarts Research Institute, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada; Department of Clinical Neurological Sciences, Western University, London, Ontario, Canada; Department of Neuroscience, Epidemiology and Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.
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Agarwal R, Gadupati J, Ramaiah SS, Babu VG, Jain A, Prakash VS. Carotid Artery Doppler: A Possible Non-invasive Diagnostic Approach to Assessing the Severity of Coronary Artery Disease. Cureus 2024; 16:e62886. [PMID: 39040738 PMCID: PMC11261422 DOI: 10.7759/cureus.62886] [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] [Accepted: 06/22/2024] [Indexed: 07/24/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Carotid artery Doppler ultrasound is being explored for its potential as a non-invasive tool for evaluating coronary artery disease (CAD) severity and cardiovascular risk. This study aimed to investigate the association between carotid Doppler parameters and CAD severity, as determined by the Gensini score (GS) and multi-vessel disease presence. METHODS Ninety patients undergoing coronary angiography (CAG) and carotid ultrasound were retrospectively analysed. Carotid Doppler parameters and CAD severity were assessed through bivariate and multivariable analyses. RESULTS Among the patients studied, 80% were male, with a mean age of 65.24 years (±9.91). Triple vessel disease (68.9%) and dominant vessel disease (73.3%) were prevalent coronary findings, with a mean GS of 139.2 (±76.6). Increased intima-media thickness (IMT) in the common carotid artery (CCA) and internal carotid artery (ICA) showed significant associations (CCA IMT: OR = 0.312, p = 0.037; ICA IMT: OR = 0.354, p = 0.017) with high GS (>125) and multi-vessel disease. Significant carotid stenosis (>50% diameter stenosis) emerged as an independent predictor of CAD severity. Fibrocalcific plaques, detected in 62.2% of cases, correlated significantly with elevated GS. Plaque burden, especially plaques in >3 locations, indicated a higher likelihood of triple vessel disease and a higher GS. CONCLUSION Carotid Doppler parameters, particularly IMT and significant stenosis, are robust predictors of CAD severity, including high GS and multi-vessel disease. Integrating carotid artery assessment into clinical protocols can aid in timely interventions and preventive strategies for CAD management.
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Affiliation(s)
- Ritika Agarwal
- Radiology, M. S. Ramaiah Medical College, Bengaluru, IND
| | | | | | - Varsha G Babu
- Radiology, M. S. Ramaiah Medical College, Bengaluru, IND
| | - Aditi Jain
- Radiology, M. S. Ramaiah Medical College, Bengaluru, IND
| | - V S Prakash
- Cardiology, M. S. Ramaiah Medical College, Bengaluru, IND
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11
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Saba L, Cau R, Spinato G, Suri JS, Melis M, De Rubeis G, Antignani P, Gupta A. Carotid stenosis and cryptogenic stroke. J Vasc Surg 2024; 79:1119-1131. [PMID: 38190926 DOI: 10.1016/j.jvs.2024.01.004] [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: 12/13/2023] [Revised: 12/30/2023] [Accepted: 01/04/2024] [Indexed: 01/10/2024]
Abstract
OBJECTIVES Cryptogenic stroke represents a type of ischemic stroke with an unknown origin, presenting a significant challenge in both stroke management and prevention. According to the Trial of Org 10,172 in Acute Stroke Treatment criteria, a stroke is categorized as being caused by large artery atherosclerosis only when there is >50% luminal narrowing of the ipsilateral internal carotid artery. However, nonstenosing carotid artery plaques can be an underlying cause of ischemic stroke. Indeed, emerging evidence documents that some features of plaque vulnerability may act as an independent risk factor, regardless of the degree of stenosis, in precipitating cerebrovascular events. This review, drawing from an array of imaging-based studies, explores the predictive values of carotid imaging modalities in the detection of nonstenosing carotid plaque (<50%), that could be the cause of a cerebrovascular event when some features of vulnerability are present. METHODS Google Scholar, Scopus, and PubMed were searched for articles on cryptogenic stroke and those reporting the association between cryptogenic stroke and imaging features of carotid plaque vulnerability. RESULTS Despite extensive diagnostic evaluations, the etiology of a considerable proportion of strokes remains undetermined, contributing to the recurrence rate and persistent morbidity in affected individuals. Advances in imaging modalities, such as magnetic resonance imaging, computed tomography scans, and ultrasound examination, facilitate more accurate detection of nonstenosing carotid artery plaque and allow better stratification of stroke risk, leading to a more tailored treatment strategy. CONCLUSIONS Early detection of nonstenosing carotid plaque with features of vulnerability through carotid imaging techniques impacts the clinical management of cryptogenic stroke, resulting in refined stroke subtype classification and improved patient management. Additional research is required to validate these findings and recommend the integration of these state-of-the-art imaging methodologies into standard diagnostic protocols to improve stroke management and prevention.
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Affiliation(s)
- Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy.
| | - Riccardo Cau
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy
| | - Giacomo Spinato
- Department of Neurosciences, Section of Otolaryngology and Regional Centre for Head and Neck Cancer, University of Padova, Treviso, Italy
| | - Jasjit S Suri
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA
| | - Marta Melis
- Department of Neurology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy
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12
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Cui P, Hou H, Song B, Xia Z, Xu Y. Vitamin D and ischemic stroke - Association, mechanisms, and therapeutics. Ageing Res Rev 2024; 96:102244. [PMID: 38395199 DOI: 10.1016/j.arr.2024.102244] [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: 08/17/2023] [Revised: 02/07/2024] [Accepted: 02/19/2024] [Indexed: 02/25/2024]
Abstract
Confronting the rising tide of ischemic stroke and its associated mortality and morbidity with ageing, prevention and acute management of ischemic stroke is of paramount importance. Mounting observational studies have established a non-linear association of vitamin D status with cardiovascular diseases, including ischemic stroke. Paradoxically, current clinical trials fail to demonstrate the cardiovascular benefits of vitamin D supplementation. We aim to update recent clinical and experimental findings on the role of vitamin D in the disease course of ischemic stroke, from its onset, progression, recovery, to recurrence, and the established and alternative possible pathophysiological mechanisms. This review justifies the necessities to address stroke etiological subtypes and focus on vitamin D-deficient subjects for investigating the potential of vitamin D supplementation as a preventive and therapeutic approach for ischemic stroke. Well-powered clinical trials are warranted to determine the efficacy, safety, timing, target individuals, optimal dosages, and target 25OHD concentrations of vitamin D supplementation in the prevention and treatment of ischemic stroke.
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Affiliation(s)
- Pan Cui
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China; NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, Henan, China; Clinical Systems Biology Laboratories, Translation Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China
| | - Haiman Hou
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Bo Song
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China; NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, Henan, China
| | - Zongping Xia
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China; NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, Henan, China; Clinical Systems Biology Laboratories, Translation Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, Henan, China.
| | - Yuming Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China; NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, Henan, China; Henan Key Laboratory of Cerebrovascular Diseases, Zhengzhou University, Zhengzhou, Henan, China.
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13
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Spence JD. Vessel Wall Volume and Plaque Volume Should Replace Carotid Intima-Media Thickness. Am J Hypertens 2024; 37:270-272. [PMID: 38198747 DOI: 10.1093/ajh/hpae004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 01/06/2024] [Indexed: 01/12/2024] Open
Affiliation(s)
- J David Spence
- Neurology & Clinical Pharmacology, Western University, London, Ontario, Canada
- Stroke Prevention & Atherosclerosis Research Centre, Robarts Research Institute, London, Ontario, Canada
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14
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Bravo CA, Moon JY, Davy K, Kaplan RC, Anastos K, Rodriguez CJ, Post WS, Gange SJ, Kassaye SG, Kingsley LA, Lazar JM, Mack WJ, Pyslar N, Tien PC, Witt MD, Palella FJ, Li Y, Yan M, Hodis HN, Hanna DB. Association of HIV and HCV Infection With Carotid Artery Plaque Echomorphology in the MACS/WIHS Combined Cohort Study. Stroke 2024; 55:651-659. [PMID: 38333992 PMCID: PMC10940210 DOI: 10.1161/strokeaha.123.043922] [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: 05/17/2023] [Accepted: 12/19/2023] [Indexed: 02/10/2024]
Abstract
BACKGROUND HIV and hepatitis C virus (HCV) are associated with increased risk of carotid artery atherosclerotic plaque and stroke. We examined associations of HIV- and HCV-related factors with echomorphologic features of carotid artery plaque. METHODS This cross-sectional study included participants from the MACS (Multicenter AIDS Cohort Study)/WIHS (Women's Interagency HIV Study) Combined Cohort Study who underwent high-resolution B-mode carotid artery ultrasound. Plaques were characterized from 6 areas of the right carotid artery. Poisson regression controlling for demographic and cardiometabolic risk factors determined adjusted prevalence ratios (aPRs) and 95% CIs for associations of HIV- and HCV-related factors with echomorphologic features. RESULTS Of 2655 participants (65% women, median age 44 [interquartile range, 37-50] years), 1845 (70%) were living with HIV, 600 (23%) were living with HCV, and 425 (16%) had carotid plaque. There were 191 plaques identified in 129 (11%) women with HIV, 51 plaques in 32 (7%) women without HIV, 248 plaques in 171 (28%) men with HIV, and 139 plaques in 93 (29%) men without HIV. Adjusted analyses showed that people with HIV and current CD4+ count <200 cells/µL had a significantly higher prevalence of predominantly echolucent plaque (aPR, 1.86 [95% CI, 1.08-3.21]) than those without HIV. HCV infection alone (aPR, 1.86 [95% CI, 1.08-3.19]) and HIV-HCV coinfection (aPR, 1.75 [95% CI, 1.10-2.78]) were each associated with higher prevalence of predominantly echogenic plaque. HIV-HCV coinfection was also associated with higher prevalence of smooth surface plaque (aPR, 2.75 [95% CI, 1.03-7.32]) compared with people without HIV and HCV. CONCLUSIONS HIV with poor immunologic control, as well as HCV infection, either alone or in the presence of HIV, were associated with different echomorphologic phenotypes of carotid artery plaque.
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Affiliation(s)
| | | | | | - Robert C. Kaplan
- Albert Einstein College of Medicine, Bronx, NY, USA
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | | | - Wendy S. Post
- Johns Hopkins University, School of Medicine, Baltimore, MD, USA
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Stephen J. Gange
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | | | - Jason M. Lazar
- State University of New York Downstate Medical Center, Brooklyn, NY, USA
| | - Wendy J. Mack
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Phyllis C. Tien
- University of California-San Francisco and Department of Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Mallory D. Witt
- Lundquist Institute for Biomedical Research at Harbor-UCLA Medical Center, Los Angeles, CA, USA
| | - Frank J. Palella
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Yanjie Li
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Mingzhu Yan
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Howard N. Hodis
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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15
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Liu Y, Zhao Y, Guo Z, Zhang Y, Miao C, Gu Y. A novel predictive model based on pericarotid adipose tissue and lumen stenosis for stroke risk in patients with asymptomatic carotid stenosis. J Investig Med 2024; 72:270-278. [PMID: 38183206 DOI: 10.1177/10815589241226728] [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] [Indexed: 01/07/2024]
Abstract
The study aimed to investigate the predictive value of clinical characteristics, major computed tomography angiography (CTA) indexes of carotid AS (carotid lumen stenosis and plaque burden), and inflammatory pericarotid adipose tissue for acute stroke risk in patients with a moderate or higher degree of carotid stenosis. In all, 119 patients with unilateral carotid stenosis who underwent head and neck computed tomography angiography were included and assigned to the stroke group or non-stroke group according to magnetic resonance imaging. Pericarotid adipose tissue attenuation value, net enhancement value in the base phase and the enhancement phase, and atherosclerotic features (plaque burden and lumen stenosis) were recorded. Multivariate logistic regression analysis and the operating characteristic curve (ROC) were performed to establish a predictive model for the presence of acute ischemic stroke. ROC analysis showed that pericarotid adipose tissue attenuation value and lumen stenosis were predictive factors for stroke. The AUC of pericarotid adipose tissue attenuation (PCAT) attenuation, lumen stenosis, the novel prediction model independently constructed based on PCAT attenuation, and lumen stenosis resulted in 0.838 (95% CI 0.759-0.899), 0.700 (95% CI 0.826-0.944), and 0.942 (95% CI 0.884-0.977), respectively. The model had a sensitivity and specificity of 0.909 and 0.893, respectively, when the cutoff value was 0.388. We found that the risk model combining pericarotid adipose tissue attenuation value and lumen stenosis has significant predictive values for the presence of symptomatic stroke among patients with a moderate or higher degree of carotid stenosis.
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Affiliation(s)
- Ying Liu
- Department of Radiology, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, P. R. China
| | - Yinan Zhao
- Department of Radiology, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, P. R. China
| | - Zhongping Guo
- Department of Radiology, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, P. R. China
| | - Yonggang Zhang
- Department of Radiology, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, P. R. China
| | - Chongchang Miao
- Department of Radiology, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, P. R. China
| | - Yan Gu
- Department of Radiology, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu, P. R. China
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16
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Ding J, Zhou R, Fang X, Wang F, Wang J, Gan H, Fenster A. An image registration-based self-supervised Su-Net for carotid plaque ultrasound image segmentation. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 244:107957. [PMID: 38061113 DOI: 10.1016/j.cmpb.2023.107957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 11/17/2023] [Accepted: 11/27/2023] [Indexed: 01/26/2024]
Abstract
BACKGROUND AND OBJECTIVES Total Plaque Area (TPA) measurement is critical for early diagnosis and intervention of carotid atherosclerosis in individuals with high risk for stroke. The delineation of the carotid plaques is necessary for TPA measurement, and deep learning methods can automatically segment the plaque and measure TPA from carotid ultrasound images. A large number of labeled images is essential for training a good deep learning model, but it is very difficult to collect such large labeled datasets for carotid image segmentation in clinical practice. Self-supervised learning can provide a possible solution to improve the deep-learning models on small labeled training datasets by designing a pretext task to pre-train the models without using the segmentation masks. However, the existing self-supervised learning methods do not consider the feature presentations of object contours. METHODS In this paper, we propose an image registration-based self-supervised learning method and a stacked U-Net (SSL-SU-Net) for carotid plaque ultrasound image segmentation, which can better exploit the semantic features of carotid plaque contours in self-supervised task training. RESULTS Our network was trained on different numbers of labeled images (n = 10, 33, 50 and 100 subjects) and tested on 44 subjects from the SPARC dataset (n = 144, London, Canada). The network trained on the entire SPARC dataset was then directly applied to an independent dataset collected in Zhongnan hospital (n = 497, Wuhan, China). For the 44 subjects tested on the SPARC dataset, our method yielded a DSC of 80.25-89.18% and the produced TPA measurements, which were strongly correlated with manual segmentation (r = 0.965-0.995, ρ< 0.0001). For the Zhongnan dataset, the DSC was 90.3% and algorithm TPAs were strongly correlated with manual TPAs (r = 0.985, ρ< 0.0001). CONCLUSIONS The results demonstrate that our proposed method yielded excellent performance and good generalization ability when trained on a small labeled dataset, facilitating the use of deep learning in carotid ultrasound image analysis and clinical practice. The code of our algorithm is available https://github.com/a610lab/Registration-SSL.
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Affiliation(s)
- Jing Ding
- School of Computer Science, Hubei University of Technology, Wuhan, Hubei 430068, China
| | - Ran Zhou
- School of Computer Science, Hubei University of Technology, Wuhan, Hubei 430068, China.
| | - Xiaoyue Fang
- School of Computer Science, Hubei University of Technology, Wuhan, Hubei 430068, China
| | - Furong Wang
- Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
| | - Ji Wang
- School of Computer Science, Hubei University of Technology, Wuhan, Hubei 430068, China
| | - Haitao Gan
- School of Computer Science, Hubei University of Technology, Wuhan, Hubei 430068, China.
| | - Aaron Fenster
- Imaging Research Laboratories, Robarts Research Institute, Western University, London N6A 5K8, Ontario, Canada
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17
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Boccatonda A, Cocco G, Schiavone C. AI: A New Solution for Old Issues of Carotid Atherosclerotic Plaque. Curr Med Chem 2024; 31:5305-5307. [PMID: 37605401 DOI: 10.2174/0929867331666230821092226] [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: 05/09/2023] [Revised: 06/15/2023] [Accepted: 07/20/2023] [Indexed: 08/23/2023]
Affiliation(s)
- Andrea Boccatonda
- Internal Medicine, Bentivoglio Hospital, AUSL Bologna, Bentivoglio (BO), Bologna, Italy
| | - Giulio Cocco
- Internal Medicine Ultrasound Unit, SS Annunziata Hospital, "G. d'Annunzio" University, Chieti, Italy
| | - Cosima Schiavone
- Internal Medicine Ultrasound Unit, SS Annunziata Hospital, "G. d'Annunzio" University, Chieti, Italy
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18
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Garg PK, Bhatia HS, Allen TS, Grainger T, Pouncey AL, Dichek D, Virmani R, Golledge J, Allison MA, Powell JT. Assessment of Subclinical Atherosclerosis in Asymptomatic People In Vivo: Measurements Suitable for Biomarker and Mendelian Randomization Studies. Arterioscler Thromb Vasc Biol 2024; 44:24-47. [PMID: 38150519 PMCID: PMC10753091 DOI: 10.1161/atvbaha.123.320138] [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] [Indexed: 12/29/2023]
Abstract
BACKGROUND One strategy to reduce the burden of cardiovascular disease is the early detection and treatment of atherosclerosis. This has led to significant interest in studies of subclinical atherosclerosis, using different phenotypes, not all of which are accurate reflections of the presence of asymptomatic atherosclerotic plaques. The aim of part 2 of this series is to provide a review of the existing literature on purported measures of subclinical disease and recommendations concerning which tests may be appropriate in the prevention of incident cardiovascular disease. METHODS We conducted a critical review of measurements used to infer the presence of subclinical atherosclerosis in the major conduit arteries and focused on the predictive value of these tests for future cardiovascular events, independent of conventional cardiovascular risk factors, in asymptomatic people. The emphasis was on studies with >10 000 person-years of follow-up, with meta-analysis of results reporting adjusted hazard ratios (HRs) with 95% CIs. The arterial territories were limited to carotid, coronary, aorta, and lower limb arteries. RESULTS In the carotid arteries, the presence of plaque (8 studies) was independently associated with future stroke (pooled HR, 1.89 [1.04-3.44]) and cardiac events (7 studies), with a pooled HR, 1.77 (1.19-2.62). Increased coronary artery calcium (5 studies) was associated with the risk of coronary heart disease events, pooled HR, 1.54 (1.07-2.07) and increasing severity of calcification (by Agaston score) was associated with escalation of risk (13 studies). An ankle/brachial index (ABI) of <0.9, the pooled HR for cardiovascular death from 7 studies was 2.01 (1.43-2.81). There were insufficient studies of either, thoracic or aortic calcium, aortic diameter, or femoral plaque to synthesize the data based on consistent reporting of these measures. CONCLUSIONS The presence of carotid plaque, coronary artery calcium, or abnormal ankle pressures seems to be a valid indicator of the presence of subclinical atherosclerosis and may be considered for use in biomarker, Mendelian randomization and similar studies.
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Affiliation(s)
- Parveen K Garg
- Division of Cardiology, University of Southern California, Keck School of Medicine, Los Angeles (G.P.)
| | - Harpreet S Bhatia
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Tara S Allen
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Tabitha Grainger
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
| | - Anna L Pouncey
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
| | - David Dichek
- Division of Cardiology, Department of Medicine, University of Washington, Seattle (D.D.)
| | | | - Jonathan Golledge
- Queensland Research Centre for Peripheral Vascular Disease, James Cook University and Townsville University Hospital, Australia (G.J.)
| | - Matthew A Allison
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Janet T Powell
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
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19
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Saba L, Cau R, Murgia A, Nicolaides AN, Wintermark M, Castillo M, Staub D, Kakkos SK, Yang Q, Paraskevas KI, Yuan C, Edjlali M, Sanfilippo R, Hendrikse J, Johansson E, Mossa-Basha M, Balu N, Dichgans M, Saloner D, Bos D, Jager HR, Naylor R, Faa G, Suri JS, Costello J, Auer DP, Mcnally JS, Bonati LH, Nardi V, van der Lugt A, Griffin M, Wasserman BA, Kooi ME, Gillard J, Lanzino G, Mikhailidis DP, Mandell DM, Benson JC, van Dam-Nolen DHK, Kopczak A, Song JW, Gupta A, DeMarco JK, Chaturvedi S, Virmani R, Hatsukami TS, Brown M, Moody AR, Libby P, Schindler A, Saam T. Carotid Plaque-RADS: A Novel Stroke Risk Classification System. JACC Cardiovasc Imaging 2024; 17:62-75. [PMID: 37823860 DOI: 10.1016/j.jcmg.2023.09.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 09/06/2023] [Accepted: 09/12/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Carotid artery atherosclerosis is highly prevalent in the general population and is a well-established risk factor for acute ischemic stroke. Although the morphological characteristics of vulnerable plaques are well recognized, there is a lack of consensus in reporting and interpreting carotid plaque features. OBJECTIVES The aim of this paper is to establish a consistent and comprehensive approach for imaging and reporting carotid plaque by introducing the Plaque-RADS (Reporting and Data System) score. METHODS A panel of experts recognized the necessity to develop a classification system for carotid plaque and its defining characteristics. Using a multimodality analysis approach, the Plaque-RADS categories were established through consensus, drawing on existing published reports. RESULTS The authors present a universal classification that is applicable to both researchers and clinicians. The Plaque-RADS score offers a morphological assessment in addition to the prevailing quantitative parameter of "stenosis." The Plaque-RADS score spans from grade 1 (indicating complete absence of plaque) to grade 4 (representing complicated plaque). Accompanying visual examples are included to facilitate a clear understanding of the Plaque-RADS categories. CONCLUSIONS Plaque-RADS is a standardized and reliable system of reporting carotid plaque composition and morphology via different imaging modalities, such as ultrasound, computed tomography, and magnetic resonance imaging. This scoring system has the potential to help in the precise identification of patients who may benefit from exclusive medical intervention and those who require alternative treatments, thereby enhancing patient care. A standardized lexicon and structured reporting promise to enhance communication between radiologists, referring clinicians, and scientists.
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Affiliation(s)
- Luca Saba
- Department of Radiology, University of Cagliari, Cagliari, Italy.
| | - Riccardo Cau
- Department of Radiology, University of Cagliari, Cagliari, Italy
| | | | - Andrew N Nicolaides
- Vascular Screening and Diagnostic Centre, Nicosia, Cyprus; University of Nicosia Medical School, Nicosia, Cyprus; Department of Vascular Surgery, Imperial College, London, United Kingdom
| | - Max Wintermark
- Department of Neuroradiology, The University of Texas MD Anderson Center, Houston, Texas, USA
| | - Mauricio Castillo
- Department of Radiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Daniel Staub
- Vascular Medicine/Angiology, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Stavros K Kakkos
- Department of Vascular Surgery, University of Patras Medical School, Patras, Greece
| | - Qi Yang
- Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | | | - Chun Yuan
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Myriam Edjlali
- Multimodal Biomedical Imaging Laboratory (BioMaps), Paris-Saclay University, CEA, CNRS, Inserm, Frédéric Joliot Hospital Department, Orsay, France; Department of Radiology, APHP, Paris, France
| | | | | | - Elias Johansson
- Clinical Science, Umeå University, Neurosciences, Umeå, Sweden
| | - Mahmud Mossa-Basha
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Niranjan Balu
- Department of Surgery, University of Washington, Seattle, WA, USA
| | - Martin Dichgans
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany; German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - David Saloner
- Department of Radiology and Biomedical Imaging, University of California-San Francisco, San Francisco, California, USA
| | - Daniel Bos
- Department of Radiology and Nuclear Medicine, Erasmus MC Rotterdam, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands; Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium; Department of Clinical Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - H Rolf Jager
- Lysholm Department of Neuroradiology and the Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, United Kingdom
| | - Ross Naylor
- The Leicester Vascular Institute, Glenfield Hospital, Leicester, United Kingdom
| | - Gavino Faa
- Department of Pathology, University of Cagliari, Cagliari, Italy
| | - Jasjit S Suri
- Stroke Monitoring and Diagnostic Division, AtheroPoin, Roseville, California, USA
| | - Justin Costello
- Department of Neuroradiology, Walter Reed National Military Medical Center and Uniformed Services University of Health Sciences, Bethesda, Maryland, USA
| | - Dorothee P Auer
- Radiological Sciences, Division of Clinical Neuroscience, and NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, United Kingdom
| | - J Scott Mcnally
- Department of Radiology, University of Utah, Salt Lake City, Utah, USA
| | - Leo H Bonati
- Department of Neurology and Stroke Center, Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Valentina Nardi
- Department of Cardiovascular Diseases, Mayo Clinic, Rochester, Minnesota, USA
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine, Erasmus MC Rotterdam, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Maura Griffin
- Vascular Screening and Diagnostic Centre, Nicosia, Cyprus
| | - Bruce A Wasserman
- Department of Radiology, University of Maryland School of Medicine and Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - M Eline Kooi
- Department of Radiology and Nuclear Medicine, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center, Maastricht, the Netherlands
| | | | - Giuseppe Lanzino
- Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Dimitri P Mikhailidis
- Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London School, University College London, London, United Kingdom
| | - Daniel M Mandell
- Joint Department of Medical Imaging, University Health Network, Toronto, Ontario, Canada
| | - John C Benson
- Department of Radiology Mayo Clinic, Rochester, Minnesota, USA
| | - Dianne H K van Dam-Nolen
- Department of Radiology and Nuclear Medicine, Erasmus MC Rotterdam, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Anna Kopczak
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | - Jae W Song
- Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ajay Gupta
- Department of Radiology Weill Cornell Medical College, New York, New York, USA
| | - J Kevin DeMarco
- Walter Reed National Military Medical Center and Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Seemant Chaturvedi
- Department of Neurology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Renu Virmani
- Department of Cardiovascular Pathology, CVPath Institute, Gaithersburg, Maryland, USA
| | | | - Martin Brown
- Department of Neurology and Neurosurgery, University College London Hospitals, London, United Kingdom
| | - Alan R Moody
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Peter Libby
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Andreas Schindler
- Institute of Neuroradiology, University Hospital, LMU Munich, Munich, Germany
| | - Tobias Saam
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany; Die Radiologie, Rosenheim, Germany
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20
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Ding X, Zhou Y, Pan Y, Xu J, Yan H, Zhao X, Wang Y, Wang Y. Dipping Pattern and 1-year stroke functional outcome in ischemic stroke or transient ischemic attack. Clin Exp Hypertens 2023; 45:2139384. [DOI: 10.1080/10641963.2022.2139384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Xia Ding
- Department of Nephrology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yilun Zhou
- Department of Nephrology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yuesong Pan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Jie Xu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Hongyi Yan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Xingquan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Yilong Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
| | - Yongjun Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
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21
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Ling Y, Wan Y, Barinas‐Mitchell E, Fujiyoshi A, Cui H, Maimaiti A, Xu R, Li J, Suo C, Zaid M. Varying Definitions of Carotid Intima-Media Thickness and Future Cardiovascular Disease: A Systematic Review and Meta-Analysis. J Am Heart Assoc 2023; 12:e031217. [PMID: 38014663 PMCID: PMC10727343 DOI: 10.1161/jaha.123.031217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 11/01/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND Carotid intima-media thickness (cIMT) has been widely used as a predictor of future cardiovascular disease (CVD); however, various definitions of cIMT exist. This study provides a systematic review and meta-analysis of the associations between different cIMT definitions and CVD. METHODS AND RESULTS A systematic review of the different cIMT definitions used in prospective cohort studies was performed. The relationships between cIMT of different definitions (common carotid artery IMT [CCA-IMT], internal carotid artery IMT [ICA-IMT], combined segments [combined-IMT], mean CCA-IMT, and maximum CCA-IMT) with future stroke, myocardial infarction (MI), and CVD events were analyzed using random effects models. Among 2287 articles, 18 articles (14 studies) with >10 different cIMT definitions were identified and included in our meta-analysis. After adjusting for age and sex, a 1-SD increase in CCA-IMT was associated with future stroke (hazard ratio [HR], 1.32 [95% CI, 1.27-1.38]), MI (HR, 1.27 [95% CI, 1.22-1.33]), and CVD events (HR, 1.28 [95% CI, 1.19-1.37]). A 1-SD increase in ICA-IMT was related to future stroke (HR, 1.25 [95% CI, 1.11-1.42]) and CVD events (HR, 1.25 [95% CI, 1.04-1.50]) but not MI (HR, 1.26 [95% CI, 0.98-1.61]). A 1-SD increase in combined-IMT was associated with future stroke (HR, 1.30 [95% CI, 1.08-1.57]) and CVD events (HR, 1.36 [95% CI, 1.23-1.49]). Maximum CCA-IMT was more strongly related than mean CCA-IMT with risk of MI, and both measures were similarly associated with stroke and CVD events. CONCLUSIONS Combined-IMT is more strongly associated with CVD events compared with single-segment cIMT definitions. Maximum CCA-IMT shows a stronger association with MI than mean CCA-IMT. Further research is warranted to validate our findings and to standardize the cIMT measurement protocol, as well as to explore underlying mechanisms.
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Affiliation(s)
- Yong Ling
- Department of EpidemiologyFudan UniversityShanghaiChina
| | - Yiming Wan
- Department of EpidemiologyFudan UniversityShanghaiChina
| | | | - Akira Fujiyoshi
- Department of HygieneWakayama Medical UniversityWakayamaJapan
| | - Hui Cui
- Department of EpidemiologyFudan UniversityShanghaiChina
| | | | - Rong Xu
- Department of EpidemiologyFudan UniversityShanghaiChina
| | - Jing Li
- Songjiang District Zhongshan Street Community Healthcare CenterShanghaiChina
| | - Chen Suo
- Department of EpidemiologyFudan UniversityShanghaiChina
| | - Maryam Zaid
- Department of EpidemiologyFudan UniversityShanghaiChina
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22
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Mantella LE, Colledanchise KN, Wheatley MGA, Mccreath P, Suri JS, Hétu MF, Johri AM. A Novel Ultrasound-Based Carotid Plaque Vulnerability Score Is Associated With Long-Term Cardiovascular Outcomes. J Am Soc Echocardiogr 2023; 36:1217-1219. [PMID: 37574148 DOI: 10.1016/j.echo.2023.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 08/03/2023] [Accepted: 08/04/2023] [Indexed: 08/15/2023]
Affiliation(s)
- Laura E Mantella
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Kayla N Colledanchise
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Mitchell G A Wheatley
- Department of Mechanical and Materials Engineering, Queen's University, Kingston, Ontario, Canada
| | - Penelope Mccreath
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Jasjit S Suri
- Stroke Monitoring and Diagnostic Division, AtheroPoint, Roseville, California
| | - Marie-France Hétu
- Department of Medicine, Cardiovascular Imaging Network at Queen's University, Kingston, Ontario, Canada
| | - Amer M Johri
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada; Department of Medicine, Cardiovascular Imaging Network at Queen's University, Kingston, Ontario, Canada
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23
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Zhao Y, Jiang M, Chan WS, Chiu B. Development of a Three-Dimensional Carotid Ultrasound Image Segmentation Workflow for Improved Efficiency, Reproducibility and Accuracy in Measuring Vessel Wall and Plaque Volume and Thickness. Bioengineering (Basel) 2023; 10:1217. [PMID: 37892947 PMCID: PMC10603859 DOI: 10.3390/bioengineering10101217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 09/29/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
Automated segmentation of carotid lumen-intima boundary (LIB) and media-adventitia boundary (MAB) by deep convolutional neural networks (CNN) from three-dimensional ultrasound (3DUS) images has made assessment and monitoring of carotid atherosclerosis more efficient than manual segmentation. However, training of CNN still requires manual segmentation of LIB and MAB. Therefore, there is a need to improve the efficiency of manual segmentation and develop strategies to improve segmentation accuracy by the CNN for serial monitoring of carotid atherosclerosis. One strategy to reduce segmentation time is to increase the interslice distance (ISD) between segmented axial slices of a 3DUS image while maintaining the segmentation reliability. We, for the first time, investigated the effect of ISD on the reproducibility of MAB and LIB segmentations. The intra-observer reproducibility of LIB and MAB segmentations at ISDs of 1 mm and 2 mm was not statistically significantly different, whereas the reproducibility at ISD = 3 mm was statistically lower. Therefore, we conclude that segmentation with an ISD of 2 mm provides sufficient reliability for CNN training. We further proposed training the CNN by the baseline images of the entire cohort of patients for automatic segmentation of the follow-up images acquired for the same cohort. We validated that segmentation with this time-based partitioning approach is more accurate than that produced by patient-based partitioning, especially at the carotid bifurcation. This study forms the basis for an efficient, reproducible, and accurate 3DUS workflow for serial monitoring of carotid atherosclerosis useful in risk stratification of cardiovascular events and in evaluating the efficacy of new treatments.
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Affiliation(s)
- Yuan Zhao
- Department of Electrical Engineering, City University of Hong Kong, Hong Kong; (Y.Z.); (M.J.); (W.S.C.)
| | - Mingjie Jiang
- Department of Electrical Engineering, City University of Hong Kong, Hong Kong; (Y.Z.); (M.J.); (W.S.C.)
| | - Wai Sum Chan
- Department of Electrical Engineering, City University of Hong Kong, Hong Kong; (Y.Z.); (M.J.); (W.S.C.)
| | - Bernard Chiu
- Department of Electrical Engineering, City University of Hong Kong, Hong Kong; (Y.Z.); (M.J.); (W.S.C.)
- Department of Physics & Computer Science, Wilfrid Laurier University, Waterloo, ON N2L 3C5, Canada
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24
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Ihle‐Hansen H, Vigen T, Berge T, Walle‐Hansen MM, Hagberg G, Ihle‐Hansen H, Thommessen B, Ariansen I, Røsjø H, Rønning OM, Tveit A, Lyngbakken M. Carotid Plaque Score for Stroke and Cardiovascular Risk Prediction in a Middle-Aged Cohort From the General Population. J Am Heart Assoc 2023; 12:e030739. [PMID: 37609981 PMCID: PMC10547315 DOI: 10.1161/jaha.123.030739] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Accepted: 07/27/2023] [Indexed: 08/24/2023]
Abstract
Background We aimed to explore the predictive value of the carotid plaque score, compared with the Systematic Coronary Risk Evaluation 2 (SCORE2) risk prediction algorithm, on incident ischemic stroke and major adverse cardiovascular events and establish a prognostic cutoff of the carotid plaque score. Methods and Results In the prospective ACE 1950 (Akershus Cardiac Examination 1950 study), carotid plaque score was calculated with ultrasonography at inclusion in 2012 to 2015. The largest plaque diameter in each extracranial segment of the carotid artery on both sides was scored from 0 to 3 points. The sum of points in all segments provided the carotid plaque score. The cohort was followed up by linkage to national registries for incident ischemic stroke and major adverse cardiovascular events (nonfatal ischemic stroke, nonfatal myocardial infarction, and cardiovascular death) throughout 2020. Carotid plaque score was available in 3650 (98.5%) participants, with mean±SD age of 63.9±0.64 years at inclusion. Only 462 (12.7%) participants were free of plaque, and and 970 (26.6%) had a carotid plaque score of >3. Carotid plaque score predicted ischemic stroke (hazard ratio [HR], 1.25 [95% CI, 1.15-1.36]) and major adverse cardiovascular events (HR, 1.21 [95% CI, 1.14-1.27]) after adjustment for SCORE2 and provided strong incremental prognostic information to SCORE2. The best cutoff value of carotid plaque score for ischemic stroke was >3, with positive predictive value of 2.5% and negative predictive value of 99.3%. Conclusions The carotid plaque score is a strong predictor of ischemic stroke and major adverse cardiovascular events, and it provides incremental prognostic information to SCORE2 for risk prediction. A cutoff score of >3 seems to be suitable to discriminate high-risk subjects. Registration Information clinicaltrials.gov. Identifier: NCT01555411.
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Affiliation(s)
- Håkon Ihle‐Hansen
- Department of Medical ResearchBærum Hospital, Vestre Viken Hospital TrustGjettumNorway
| | - Thea Vigen
- Division of Medicine, Department of NeurologyAkershus University HospitalLørenskogNorway
| | - Trygve Berge
- Department of Medical ResearchBærum Hospital, Vestre Viken Hospital TrustGjettumNorway
| | - Marte M. Walle‐Hansen
- Department of Medical ResearchBærum Hospital, Vestre Viken Hospital TrustGjettumNorway
| | - Guri Hagberg
- Department of Medical ResearchBærum Hospital, Vestre Viken Hospital TrustGjettumNorway
- Stroke Unit, Department of NeurologyOslo University HospitalOsloNorway
| | - Hege Ihle‐Hansen
- Department of Medical ResearchBærum Hospital, Vestre Viken Hospital TrustGjettumNorway
- Stroke Unit, Department of NeurologyOslo University HospitalOsloNorway
| | - Bente Thommessen
- Division of Medicine, Department of NeurologyAkershus University HospitalLørenskogNorway
| | - Inger Ariansen
- Department of Chronic DiseasesNorwegian Institute of Public HealthOsloNorway
| | - Helge Røsjø
- K.G. Jebsen Center for Cardiac Biomarkers, Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
- Division of Research and InnovationAkershus University HospitalLørenskogNorway
| | - Ole Morten Rønning
- Division of Medicine, Department of NeurologyAkershus University HospitalLørenskogNorway
- Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
| | - Arnljot Tveit
- Department of Medical ResearchBærum Hospital, Vestre Viken Hospital TrustGjettumNorway
- Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
| | - Magnus Lyngbakken
- K.G. Jebsen Center for Cardiac Biomarkers, Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
- Division of Medicine, Department of CardiologyAkershus University HospitalLørenskogNorway
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25
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Khoshbaten M, Maleki SH, Hadad S, Baral A, Rocha AV, Poudel L, Abdshah A. Association of nonalcoholic fatty liver disease and carotid media-intima thickness: A systematic review and a meta-analysis. Health Sci Rep 2023; 6:e1554. [PMID: 37701352 PMCID: PMC10493365 DOI: 10.1002/hsr2.1554] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 07/04/2023] [Accepted: 08/29/2023] [Indexed: 09/14/2023] Open
Abstract
Introduction The relationship between cardiovascular disorders and nonalcoholic fatty liver disease (NAFLD) has been extensively studied. To better pool this data and make a more definite conclusion, we performed a meta-analysis to evaluate the association between NAFLD and the thickness of media and intima of carotid artery (CIMT) and cardiovascular disorders. Methods We searched PubMed, Ovid, Scopus, ProQuest, Web of Science, and the Cochrane Library, and analyzed the pooled data using R studio and the "metafor" package. Results The final analysis included a total of 59 studies with 16,179 cases and 26,120 control individuals. NAFLD was shown to be associated with an increase of 0.1231 mm (20.6%) in carotid artery intima-media thickness (CIMT) (p = 0.002, 95% confidence interval [CI]: 0.0462-0.2000) in individuals with NAFLD. The prevalence of atherosclerotic plaques in the carotid arteries and the occurrence of NAFLD are significantly correlated, according to a meta-analysis based on 17 distinct studies (p = 0.001, 1.28-1.43, 95% CI, odds ratio = 1.356). Conclusion Patients with increased CIMT are considerably more likely to have NAFLD. Large prospective investigations are required to corroborate these findings and their prognostic significance, along with the effectiveness of the available interventions.
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Affiliation(s)
- Manouchehr Khoshbaten
- Liver and Gastrointestinal Diseases Research CenterTabriz University of Medical SciencesTabrizIran
| | - Sepideh H. Maleki
- Department of PathologyImam Reza Hospital, Tabriz University of Medical SciencesTabrizIran
| | - Sara Hadad
- Liver and Gastrointestinal Diseases Research CenterTabriz University of Medical SciencesTabrizIran
| | - Amrit Baral
- Department of Public Health SciencesMiller School of Medicine, University of MiamiMiamiFloridaUSA
| | - Ana V. Rocha
- Department of Public Health SciencesMiller School of Medicine, University of MiamiMiamiFloridaUSA
| | | | - Alireza Abdshah
- Department of Public Health SciencesMiller School of Medicine, University of MiamiMiamiFloridaUSA
- School of MedicineTehran University of Medical SciencesTehranIran
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26
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Galarza-Delgado DA, Azpiri-Lopez JR, Guajardo-Jauregui N, Cardenas-de la Garza JA, Garza-Cisneros AN, Garcia-Heredia A, Balderas-Palacios MA, Colunga-Pedraza IJ. Carotid atherosclerosis in the first five years since rheumatoid arthritis diagnosis: a cross sectional study. Adv Rheumatol 2023; 63:36. [PMID: 37507812 DOI: 10.1186/s42358-023-00319-x] [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: 12/17/2022] [Accepted: 07/21/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Systemic inflammation, documented before rheumatoid arthritis (RA) diagnosis, is associated with accelerated atherosclerosis. We aimed to compare the prevalence of carotid plaque (CP) in RA patients in the first five years since diagnosis and healthy controls, and to determine disease characteristics associated with the presence of subclinical atherosclerosis in RA patients. METHODS This was a cross-sectional study. We recruited 60 RA patients in the first five years since diagnosis and 60 matched healthy controls. Carotid ultrasound was performed to detect the presence of CP and measure carotid-intima media thickness (cIMT). Subclinical atherosclerosis was considered as the presence of CP and/or increased cIMT. Distribution was evaluated with the Kolmogorov-Smirnov test. Comparisons were made with Chi-square or Fisher's exact test for qualitative variables and Student's t or Mann-Whitney's U test for quantitative variables. A p-value < 0.05 was considered significant. RESULTS There were no differences in the demographic characteristics between RA patients and controls. The mean disease duration was 2.66 ± 1.39 years. A higher prevalence of CP (30.0% vs. 11.7%, p = 0.013), bilateral CP (18.3% vs. 3.3%, p = 0.008), increased cIMT (30.0% vs. 6.7%, p = 0.001), and subclinical atherosclerosis (53.3% vs. 18.3%, p = < 0.001) was found in RA patients. RA patients with subclinical atherosclerosis were older (56.70 years vs. 50.00 years, p = 0.002), presented a higher prevalence of dyslipidemia (53.1% vs. 14.3%, p = 0.002), and higher prevalence of classification in moderate-high disease activity category measured by DAS28-CRP (68.8% vs. 35.7%, p = 0.010). The latter variable persisted independently associated with subclinical atherosclerosis in the binary logistic regression (OR 6.11, 95% CI 1.51-24.70, p = 0.011). CONCLUSIONS In the first five years since diagnosis, higher prevalence of subclinical atherosclerosis, including CP was found in RA patients. Carotid ultrasound should be considered part of the systematic CVR evaluation of RA at the time of diagnosis.
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Affiliation(s)
- Dionicio Angel Galarza-Delgado
- Rheumatology Service, Internal Medicine Department, Hospital Universitario "Dr. Jose Eleuterio Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Nuevo Leon, Mexico
| | - Jose Ramon Azpiri-Lopez
- Cardiology Service, Internal Medicine Department, Hospital Universitario "Dr. Jose Eleuterio Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Nuevo Leon, Mexico
| | - Natalia Guajardo-Jauregui
- Internal Medicine Department, Hospital Universitario "Dr. Jose Eleuterio Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Nuevo Leon, Mexico
| | - Jesus Alberto Cardenas-de la Garza
- Rheumatology Service, Internal Medicine Department, Hospital Universitario "Dr. Jose Eleuterio Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Nuevo Leon, Mexico
| | - Andrea Nallely Garza-Cisneros
- Rheumatology Service, Internal Medicine Department, Hospital Universitario "Dr. Jose Eleuterio Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Nuevo Leon, Mexico
| | - Alexis Garcia-Heredia
- Cardiology Service, Internal Medicine Department, Hospital Universitario "Dr. Jose Eleuterio Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Nuevo Leon, Mexico
| | - Mario Alberto Balderas-Palacios
- Rheumatology Service, Internal Medicine Department, Hospital Universitario "Dr. Jose Eleuterio Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Nuevo Leon, Mexico
| | - Iris Jazmin Colunga-Pedraza
- Rheumatology Service, Internal Medicine Department, Hospital Universitario "Dr. Jose Eleuterio Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Nuevo Leon, Mexico.
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27
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Lee S, Jue M, Cho M, Lee K, Paulson B, Jo H, Song JS, Kang S, Kim JK. Label-free atherosclerosis diagnosis through a blood drop of apolipoprotein E knockout mouse model using surface-enhanced Raman spectroscopy validated by machine learning algorithm. Bioeng Transl Med 2023; 8:e10529. [PMID: 37476064 PMCID: PMC10354754 DOI: 10.1002/btm2.10529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 03/28/2023] [Accepted: 04/12/2023] [Indexed: 07/22/2023] Open
Abstract
The direct preventative detection of flow-induced atherosclerosis remains a significant challenge, impeding the development of early treatments and prevention measures. This study proposes a method for diagnosing atherosclerosis in the carotid artery using nanometer biomarker measurements through surface-enhanced Raman spectroscopy (SERS) from single-drop blood samples. Atherosclerotic acceleration is induced in apolipoprotein E knockout mice which underwent a partial carotid ligation and were fed a high-fat diet to rapidly induce disturbed flow-induced atherosclerosis in the left common carotid artery while using the unligated, contralateral right carotid artery as control. The progressive atherosclerosis development of the left carotid artery was verified by micro-magnetic resonance imaging (micro-MRI) and histology in comparison to the right carotid artery. Single-drop blood samples are deposited on chips of gold-coated ZnO nanorods grown on silicon wafers that filter the nanometer markers and provide strong SERS signals. A diagnostic classifier was established based on principal component analysis (PCA), which separates the resultant spectra into the atherosclerotic and control groups. Scoring based on the principal components enabled the classification of samples into control, mild, and severe atherosclerotic disease. The PCA-based analysis was validated against an independent test sample and compared against the PCA-PLS-DA machine learning algorithm which is known for applicability to Raman diagnosis. The accuracy of the PCA modification-based diagnostic criteria was 94.5%, and that of the machine learning algorithm 97.5%. Using a mouse model, this study demonstrates that diagnosing and classifying the severity of atherosclerosis is possible using a single blood drop, SERS technology, and machine learning algorithm, indicating the detectability of biomarkers and vascular factors in the blood which correlate with the early stages of atherosclerosis development.
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Affiliation(s)
- Sanghwa Lee
- Biomedical Engineering Research CenterAsan Medical CenterSeoulRepublic of Korea
| | - Miyeon Jue
- Biomedical Engineering Research CenterAsan Medical CenterSeoulRepublic of Korea
| | - Minju Cho
- Biomedical Engineering Research CenterAsan Medical CenterSeoulRepublic of Korea
| | - Kwanhee Lee
- Biomedical Engineering Research CenterAsan Medical CenterSeoulRepublic of Korea
| | - Bjorn Paulson
- Biomedical Engineering Research CenterAsan Medical CenterSeoulRepublic of Korea
| | - Hanjoong Jo
- Wallace H. Coulter Department of Biomedical EngineeringEmory University and Georgia Institute of TechnologyAtlantaGeorgiaUSA
| | - Joon Seon Song
- Department of PathologyUniversity of Ulsan College of Medicine, Asan Medical CenterSeoulRepublic of Korea
| | - Soo‐Jin Kang
- Department of CardiologyUniversity of Ulsan College of Medicine, Asan Medical CenterSeoulRepublic of Korea
| | - Jun Ki Kim
- Biomedical Engineering Research CenterAsan Medical CenterSeoulRepublic of Korea
- Department of Biomedical EngineeringUniversity of Ulsan, College of MedicineSeoulRepublic of Korea
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28
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Spence JD. Commentary: Effect of aspirin in patients with established asymptomatic carotid atherosclerosis: a systematic review and meta-analysis. Front Pharmacol 2023; 14:1142248. [PMID: 37456743 PMCID: PMC10344892 DOI: 10.3389/fphar.2023.1142248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 06/02/2023] [Indexed: 07/18/2023] Open
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29
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Spence JD. Assessment of atherosclerosis: should coronary calcium score and intima-media thickness be replaced by ultrasound measurement of carotid plaque burden and vessel wall volume? Curr Opin Lipidol 2023; 34:126-132. [PMID: 37093105 DOI: 10.1097/mol.0000000000000880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
PURPOSE OF REVIEW To describe the uses of vessel wall volume (VWV) and measurement of carotid plaque burden, as total plaque area (TPA) and total plaque volume (TPV), and to contrast them with measurement of carotid intima-media thickness (IMT) and coronary calcium (CAC). RECENT FINDINGS Measurement of carotid plaque burden (CPB) is useful for risk stratification, research into the genetics and biology of atherosclerosis, for measuring effects of new therapies for atherosclerosis, and for treatment of high-risk patients with severe atherosclerosis. It is as predictive of risk as CAC, with important advantages. IMT is only a weak predictor of risk and changes so little over time that it is not useful for assessing effects of therapy. SUMMARY Measurement of CPB and VWV are far superior to measurement of carotid IMT in many ways, and should replace it. Vessel wall volume can be measured in persons with no plaque as an alternative to IMT. There are important advantages of CPB over coronary calcium; CPB should be more widely used in vascular prevention.
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Affiliation(s)
- J David Spence
- Professor Emeritus of Neurology, Western University, and Director, Stroke Prevention & Atherosclerosis Research Centre, Robarts Research Institute, 1400 Western Road, London, ON N6G 2V4, Canada
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30
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An adaptively weighted ensemble of multiple CNNs for carotid ultrasound image segmentation. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2023.104673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
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31
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Koskinen JS, Kytö V, Juonala M, Viikari JSA, Nevalainen J, Kähönen M, Lehtimäki T, Hutri‐Kähönen N, Laitinen TP, Tossavainen P, Jokinen E, Magnussen CG, Raitakari OT. Childhood Dyslipidemia and Carotid Atherosclerotic Plaque in Adulthood: The Cardiovascular Risk in Young Finns Study. J Am Heart Assoc 2023; 12:e027586. [PMID: 36927037 PMCID: PMC10122878 DOI: 10.1161/jaha.122.027586] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 01/12/2023] [Indexed: 03/18/2023]
Abstract
Background Childhood exposure to dyslipidemia is associated with adult atherosclerosis, but it is unclear whether the long-term risk associated with dyslipidemia is attenuated on its resolution by adulthood. We aimed to address this question by examining the links between childhood and adult dyslipidemia on carotid atherosclerotic plaques in adulthood. Methods and Results The Cardiovascular Risk in Young Finns Study is a prospective follow-up of children that began in 1980. Since then, follow-up studies have been conducted regularly. In 2001 and 2007, carotid ultrasounds were performed on 2643 participants at the mean age of 36 years to identify carotid plaques and plaque areas. For childhood lipids, we exploited several risk factor measurements to determine the individual cumulative burden for each lipid during childhood. Participants were categorized into the following 4 groups based on their childhood and adult dyslipidemia status: no dyslipidemia (reference), incident, resolved, and persistent. Among individuals with carotid plaque, linear regression models were used to study the association of serum lipids with plaque area. The prevalence of plaque was 3.3% (N=88). In models adjusted for age, sex, and nonlipid cardiovascular risk factors, the relative risk for carotid plaque was 2.34 (95% CI, 0.91-6.00) for incident adult dyslipidemia, 3.00 (95% CI, 1.42-6.34) for dyslipidemia resolved by adulthood, and 5.23 (95% CI, 2.57-10.66) for persistent dyslipidemia. Carotid plaque area correlated with childhood total, low-density lipoprotein, and non-high-density lipoprotein cholesterol levels. Conclusions Childhood dyslipidemia, even if resolved by adulthood, is a risk factor for adult carotid plaque. Furthermore, among individuals with carotid plaque, childhood lipids associate with plaque size. These findings highlight the importance of primordial prevention of dyslipidemia in childhood to reduce atherosclerosis development.
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Affiliation(s)
- Juhani S. Koskinen
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Division of MedicineTurku University HospitalTurkuFinland
- Department of MedicineSatakunta Central HospitalPoriFinland
| | - Ville Kytö
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Heart CentreTurku University Hospital and University of TurkuTurkuFinland
| | - Markus Juonala
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Division of MedicineTurku University HospitalTurkuFinland
- Department of MedicineUniversity of TurkuTurkuFinland
| | - Jorma S. A. Viikari
- Division of MedicineTurku University HospitalTurkuFinland
- Department of MedicineUniversity of TurkuTurkuFinland
| | | | - Mika Kähönen
- Department of Clinical PhysiologyTampere University HospitalTampereFinland
- Faculty of Medicine and Health Technology and Finnish Cardiovascular Research Center TampereTampere UniversityTampereFinland
| | - Terho Lehtimäki
- Faculty of Medicine and Health Technology and Finnish Cardiovascular Research Center TampereTampere UniversityTampereFinland
- Department of Clinical ChemistryFimlab LaboratoriesTampereFinland
| | - Nina Hutri‐Kähönen
- Tampere Centre for Skills Training and SimulationTampere University, Faculty of Medicine and Health TechnologyTampereFinland
| | - Tomi P. Laitinen
- Department of Clinical Physiology and Nuclear MedicineKuopio University HospitalKuopioFinland
- Institute of Clinical MedicineUniversity of Eastern FinlandKuopioFinland
| | - Päivi Tossavainen
- Department of Pediatrics and Adolescent MedicineOulu University HospitalOuluFinland
- PEDEGO Research UnitUniversity of OuluOuluFinland
| | - Eero Jokinen
- Department of PediatricsUniversity of HelsinkiFinland
- Hospital for Children and AdolescentsHelsinki University HospitalHelsinkiFinland
| | - Costan G. Magnussen
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Baker Heart and Diabetes InstituteMelbourneVictoriaAustralia
| | - Olli T. Raitakari
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Department of Clinical Physiology and Nuclear MedicineTurku University HospitalTurkuFinland
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Aoki E, Hirashima T, Kumamoto Y, Yamamoto Y, Suzuki N, Oshima T, Saito D, Hirano T. Clinical significance of skin autofluorescence for diabetic macroangiopathy and comparison with conventional markers of atherosclerosis: a cross-sectional and prospective study. Diabetol Int 2023; 14:145-154. [PMID: 37090128 PMCID: PMC10113414 DOI: 10.1007/s13340-022-00608-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 11/11/2022] [Indexed: 11/29/2022]
Abstract
Background Skin autofluorescence (SAF) is a marker for the accumulation of advanced glycation end products (AGEs), and is associated with diabetic macroangiopathy. However, whether SAF is superior to conventional markers of atherosclerosis such as carotid intima-media thickness (IMT) and pulse wave velocity (PWV) in detecting macroangiopathy remains unclear. Methods We recruited 845 patients with type 2 diabetes enrolled in a community diabetes cohort (ViNA cohort) who had SAF, IMT, and PWV measured at baseline. The prevalence of macroangiopathy at baseline and new cardiovascular events during the 2-year follow-up period was investigated. SAF was measured using an AGE reader. Coronary artery calcification (CAC) was measured by computed tomography in 485 patients. Peripheral artery disease (PAD) was defined as the ankle-brachial blood pressure ratio of ≤ 0.9. Results SAF, IMT, and PWV were significantly correlated with each other, and age, diabetes duration, and estimated glomerular filtration rate were their strong confounders. SAF was associated with baseline stroke and new stroke after adjusting for confounders, but not with coronary artery disease (CAD) or PAD. The nonsignificant relationship between SAF and CAD was consistent with the relationship between SAF and CAC. Multivariate analysis showed a significant association of SAF with baseline and new stroke independent of IMT and PWV. Maximum-IMT was significantly associated with baseline CAD, PAD, and stroke, but not with a new stroke, whereas PWV was associated with a new stroke. Conclusion Among diabetic macroangiopathies, SAF is a good stroke biomarker, but not for CAD and PAD. Supplementary Information The online version contains supplementary material available at 10.1007/s13340-022-00608-8.
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Affiliation(s)
- Ema Aoki
- Diabetes Center, Ebina General Hospital, Kawaharaguchi 1320, Ebina, Kanagawa 243-0433 Japan
| | - Takeshi Hirashima
- Diabetes Center, Ebina General Hospital, Kawaharaguchi 1320, Ebina, Kanagawa 243-0433 Japan
| | - Yuko Kumamoto
- Department of Clinical Laboratory, Ebina General Hospital, Ebina, Japan
| | - Yuko Yamamoto
- Department of Clinical Laboratory, Ebina General Hospital, Ebina, Japan
| | - Natsuko Suzuki
- Diabetes Center, Ebina General Hospital, Kawaharaguchi 1320, Ebina, Kanagawa 243-0433 Japan
| | - Taito Oshima
- Diabetes Center, Ebina General Hospital, Kawaharaguchi 1320, Ebina, Kanagawa 243-0433 Japan
| | - Daizo Saito
- Department of Nutrition, Ebina General Hospital, Ebina, Japan
| | - Tsutomu Hirano
- Diabetes Center, Ebina General Hospital, Kawaharaguchi 1320, Ebina, Kanagawa 243-0433 Japan
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Ojima S, Kubozono T, Kawasoe S, Kawabata T, Salim AA, Ikeda Y, Miyata M, Miyahara H, Tokushige K, Ohishi M. Clinical significance of atherosclerotic risk factors differs in early and advanced stages of plaque formation: A longitudinal study in the general population. Int J Cardiol 2023; 379:111-117. [PMID: 36889648 DOI: 10.1016/j.ijcard.2023.02.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 02/14/2023] [Accepted: 02/20/2023] [Indexed: 03/08/2023]
Abstract
BACKGROUND Carotid plaque is a well-known prognostic factor for cardiovascular diseases. It is unclear which risk factors are associated with the transformation of carotid plaque over time. In this longitudinal study, we examined the risk factors related to carotid plaque progression. METHODS We enrolled 738 men without medication (mean age: 55 ± 10 years) who underwent the first and second health examinations. We measured carotid plaque thickness (PT) at three points of the right and left carotid artery. Plaque score (PS) was calculated by summing all the PTs. We divided the PS into three groups: None-group (PS <1.1), Early-group (1.1 ≤ PS <5.1), and Advanced-group (PS ≥5.1). We analyzed the relationship between PS progression and parameters such as age, body mass index, systolic blood pressure (SBP), fasting blood sugar, low-density lipoprotein cholesterol (LDL-C), and smoking and exercise habits. RESULTS In multivariable logistic regression analysis, age and SBP were independent factors for PS progression from none to early stages (age, OR 1.07, p = 0.002; SBP, 10 mmHg, OR 1.27, p = 0.041). Age, follow-up period and LDL-C were independently associated factors for PS progression from early to advanced stages (age, OR 1.08,p < 0.001; follow-up period OR1.19, p = 0.041; LDL-C, 10 mg/dL, OR 1.10, p = 0.049). CONCLUSIONS SBP was independently associated with the progress of early atherosclerosis, while LDL-C was independently associated with the progression of advanced atherosclerosis in the general population. Further studies are needed to assess whether early control of SBP and LDL-C levels can reduce the occurrence of future cardiovascular events.
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Affiliation(s)
- Satoko Ojima
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima City 890-8544, Japan
| | - Takuro Kubozono
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima City 890-8544, Japan.
| | - Shin Kawasoe
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima City 890-8544, Japan
| | - Takeko Kawabata
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima City 890-8544, Japan
| | - Anwar Ahmed Salim
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima City 890-8544, Japan
| | - Yoshiyuki Ikeda
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima City 890-8544, Japan
| | - Masaaki Miyata
- School of Health Sciences, Faculty of Medicine, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima City 890-8544, Japan
| | - Hironori Miyahara
- JA Kagoshima Kouseiren Hospital, 1-13-1 Yojiro, Kagoshima City 890-0062, Japan
| | - Koichi Tokushige
- JA Kagoshima Kouseiren Hospital, 1-13-1 Yojiro, Kagoshima City 890-0062, Japan
| | - Mitsuru Ohishi
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima City 890-8544, Japan
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Photon-Counting Computed Tomography (PCCT): Technical Background and Cardio-Vascular Applications. Diagnostics (Basel) 2023; 13:diagnostics13040645. [PMID: 36832139 PMCID: PMC9955798 DOI: 10.3390/diagnostics13040645] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 01/28/2023] [Accepted: 02/07/2023] [Indexed: 02/12/2023] Open
Abstract
Photon-counting computed tomography (PCCT) is a new advanced imaging technique that is going to transform the standard clinical use of computed tomography (CT) imaging. Photon-counting detectors resolve the number of photons and the incident X-ray energy spectrum into multiple energy bins. Compared with conventional CT technology, PCCT offers the advantages of improved spatial and contrast resolution, reduction of image noise and artifacts, reduced radiation exposure, and multi-energy/multi-parametric imaging based on the atomic properties of tissues, with the consequent possibility to use different contrast agents and improve quantitative imaging. This narrative review first briefly describes the technical principles and the benefits of photon-counting CT and then provides a synthetic outline of the current literature on its use for vascular imaging.
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Zhou R, Ou Y, Fang X, Azarpazhooh MR, Gan H, Ye Z, Spence JD, Xu X, Fenster A. Ultrasound carotid plaque segmentation via image reconstruction-based self-supervised learning with limited training labels. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023; 20:1617-1636. [PMID: 36899501 DOI: 10.3934/mbe.2023074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Carotid total plaque area (TPA) is an important contributing measurement to the evaluation of stroke risk. Deep learning provides an efficient method for ultrasound carotid plaque segmentation and TPA quantification. However, high performance of deep learning requires datasets with many labeled images for training, which is very labor-intensive. Thus, we propose an image reconstruction-based self-supervised learning algorithm (IR-SSL) for carotid plaque segmentation when few labeled images are available. IR-SSL consists of pre-trained and downstream segmentation tasks. The pre-trained task learns region-wise representations with local consistency by reconstructing plaque images from randomly partitioned and disordered images. The pre-trained model is then transferred to the segmentation network as the initial parameters in the downstream task. IR-SSL was implemented with two networks, UNet++ and U-Net, and evaluated on two independent datasets of 510 carotid ultrasound images from 144 subjects at SPARC (London, Canada) and 638 images from 479 subjects at Zhongnan hospital (Wuhan, China). Compared to the baseline networks, IR-SSL improved the segmentation performance when trained on few labeled images (n = 10, 30, 50 and 100 subjects). For 44 SPARC subjects, IR-SSL yielded Dice-similarity-coefficients (DSC) of 80.14-88.84%, and algorithm TPAs were strongly correlated (r=0.962-0.993, p < 0.001) with manual results. The models trained on the SPARC images but applied to the Zhongnan dataset without retraining achieved DSCs of 80.61-88.18% and strong correlation with manual segmentation (r=0.852-0.978, p < 0.001). These results suggest that IR-SSL could improve deep learning when trained on small labeled datasets, making it useful for monitoring carotid plaque progression/regression in clinical use and trials.
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Affiliation(s)
- Ran Zhou
- School of Computer Science, Hubei University of Technology, Wuhan, China
| | - Yanghan Ou
- School of Computer Science, Hubei University of Technology, Wuhan, China
| | - Xiaoyue Fang
- School of Computer Science, Hubei University of Technology, Wuhan, China
| | | | - Haitao Gan
- School of Computer Science, Hubei University of Technology, Wuhan, China
| | - Zhiwei Ye
- School of Computer Science, Hubei University of Technology, Wuhan, China
| | - J David Spence
- Robarts Research Institute, Western University, London, Canada
| | - Xiangyang Xu
- Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Aaron Fenster
- Robarts Research Institute, Western University, London, Canada
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Dimas GG, Zilakaki M, Giannopoulos A, Daios S, Kakaletsis N, Kaiafa G, Didangelos T, Savopoulos C, Ktenidis K, Tegos T. Assessment of Atherosclerosis in Ischemic Stroke by means of Ultrasound of Extracranial/Intracranial Circulation and Serum, Urine, and Tissue Biomarkers. Curr Med Chem 2023; 30:1107-1121. [PMID: 35980067 DOI: 10.2174/0929867329666220817123442] [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: 12/30/2021] [Revised: 04/27/2022] [Accepted: 05/05/2022] [Indexed: 11/22/2022]
Abstract
It is a common practice to take into consideration age, diabetes, smoking, treated and untreated systolic blood pressure, total cholesterol, and high-density lipoprotein cholesterol for the prediction of atherosclerosis and stroke. There are, however, ultrasound markers in use for the assessment of atherosclerosis and the evaluation of stroke risk. Two areas of investigation are of interest: the carotid artery and the intracranial arterial circulation. Again, within the domain of the carotid artery, two ultrasonic markers have attracted our attention: intima media thickness of the carotid artery and the presence of carotid plaque with its various focal characteristics. In the domain of intracranial circulation, the presence of arterial stenosis and the recruitment of collaterals are considered significant ultrasonic markers for the above-mentioned purpose. On the other hand, a series of serum, urine, and tissue biomarkers are found to be related to atherosclerotic disease. Future studies might address the issue of whether the addition of proven ultrasonic carotid indices to the aforementioned serum, urine, and tissue biomarkers could provide the vascular specialist with a better assessment of the atherosclerotic load and solidify their position as surrogate markers for the evaluation of atherosclerosis and stroke risk.
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Affiliation(s)
- Grigorios G Dimas
- First Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki, Greece
| | - Maria Zilakaki
- First Neurology Department, Medical School, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, 54636, Greece
| | - Argyrios Giannopoulos
- Department of Vascular Surgery, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki, Greece
| | - Stylianos Daios
- First Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki, Greece
| | - Nikolaos Kakaletsis
- First Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki, Greece
| | - Georgia Kaiafa
- First Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki ,Greece
| | - Triantafyllos Didangelos
- First Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki, Greece
| | - Christos Savopoulos
- First Propedeutic Department of Internal Medicine, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki, Greece
| | - Kyriakos Ktenidis
- Department of Vascular Surgery, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki, Greece
| | - Thomas Tegos
- First Neurology Department, Medical School, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, 54636, Greece
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Bill O, Mazya MV, Michel P, Prazeres Moreira T, Lambrou D, Meyer IA, Hirt L. Intima-Media Thickness and Pulsatility Index of Common Carotid Arteries in Acute Ischaemic Stroke Patients with Diabetes Mellitus. J Clin Med 2022; 12:jcm12010246. [PMID: 36615047 PMCID: PMC9821495 DOI: 10.3390/jcm12010246] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 12/23/2022] [Accepted: 12/26/2022] [Indexed: 12/30/2022] Open
Abstract
Ultrasonographic parameters such as the common carotid artery (CCA) pulsatility index (PI) and CCA intima-media thickness (IMT) have been associated with an increased mortality and risk of recurrent stroke, respectively. We hypothesized that these ultrasonographic parameters may be useful for monitoring diabetic patients after an acute stroke. We analysed retrospective data of consecutive acute ischaemic stroke patients from the ASTRAL registry who underwent pre-cerebral ultrasonographic evaluation within 7 days of symptom onset. We compared clinical, demographic, radiological and ultrasonographic parameters in diabetic versus non-diabetic patients (univariable and multivariable analyses) and the association of these parameters with CCA PI and CCA IMT. We analysed 1507 carotid duplex ultrasound examinations from patients with a median age of 74 years. Cardiovascular co-morbidities, including hypertension, hypercholesterolemia, obstructive sleep apnoea syndrome, higher body-mass index (BMI) and peripheral artery disease, were associated with diabetes mellitus (DM). Diabetics were more often under antiplatelet therapy and had atrial fibrillation at admission. Diabetic patients showed an increased CCA PI and IMT in line with more atherosclerotic changes on acute CTA compared to non-diabetic patients. Taking IMT as the dependent variable in a second analysis, DM, higher age, hypertension, smoking and CCA PI were associated with higher IMT. Taking CCA PI as the dependent variable in a third analysis, DM, higher age and higher NIHSS at admission were associated with higher CCA PI values. Increased IMT was also associated with higher PI. We show that CCA PI and IMT are higher in diabetic patients in the first week after an initial stroke.
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Affiliation(s)
- Olivier Bill
- Department of Neurology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
- Correspondence: (O.B.); (L.H.)
| | - Michael V. Mazya
- Department of Neurology, Karolinska University Hospital, 171 77 Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, 141 86 Stockholm, Sweden
| | - Patrik Michel
- Department of Neurology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Tiago Prazeres Moreira
- Department of Neurology, Karolinska University Hospital, 171 77 Stockholm, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, 141 86 Stockholm, Sweden
| | - Dimitris Lambrou
- Department of Neurology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Ivo A. Meyer
- Department of Neurology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
- Department of Old Age Psychiatry and Psychotherapy, University of Bern, 3012 Bern, Switzerland
| | - Lorenz Hirt
- Department of Neurology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
- Correspondence: (O.B.); (L.H.)
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Kilbo Edlund K, Sallsten G, Molnár P, Andersson EM, Ögren M, Segersson D, Fagman E, Fagerberg B, Barregard L, Bergström G, Stockfelt L. Long-term exposure to air pollution, coronary artery calcification, and carotid artery plaques in the population-based Swedish SCAPIS Gothenburg cohort. ENVIRONMENTAL RESEARCH 2022; 214:113926. [PMID: 35868579 DOI: 10.1016/j.envres.2022.113926] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 05/20/2022] [Accepted: 07/15/2022] [Indexed: 06/15/2023]
Abstract
Long-term exposure to air pollution is associated with cardiovascular events. A main suggested mechanism is that air pollution accelerates the progression of atherosclerosis, yet current evidence is inconsistent regarding the association between air pollution and coronary artery and carotid artery atherosclerosis, which are well-established causes of myocardial infarction and stroke. We studied associations between low levels of long-term air pollution, coronary artery calcium (CAC) score, and the prevalence and area of carotid artery plaques, in a middle-aged population-based cohort. The Swedish CArdioPulmonary bioImage Study (SCAPIS) Gothenburg cohort was recruited during 2013-2017 and thoroughly examined for cardiovascular risk factors, including computed tomography of the heart and ultrasonography of the carotid arteries. In 5070 participants (age 50-64 years), yearly residential exposures to air pollution (PM2.5, PM10, PMcoarse, NOx, and exhaust-specific PM2.5 1990-2015) were estimated using high-resolution dispersion models. We used Poisson regression to examine associations between long-term (26 years' mean) exposure to air pollutants and CAC score, and prevalence of carotid artery plaques, adjusted for potential confounders. Among participants with carotid artery plaques, we also examined the association with plaque area using linear regression. Mean exposure to PM2.5 was low by international standards (8.5 μg/m3). There were no consistent associations between long-term total PM2.5 exposure and CAC score or presence of carotid artery plaques, but an association between total PM2.5 and larger plaque area in participants with carotid plaques. Associations with traffic-related air pollutants were consistently positive for both a high CAC score and bilateral carotid artery plaques. These associations were independent of road traffic noise. We found stronger associations among men and participants with cardiovascular risk factors. The results lend some support to atherosclerosis as a main modifiable pathway between low levels of traffic-related ambient air pollution and cardiovascular disease, especially in vulnerable individuals.
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Affiliation(s)
- Karl Kilbo Edlund
- Occupational and Environmental Medicine, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden.
| | - Gerd Sallsten
- Occupational and Environmental Medicine, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Peter Molnár
- Occupational and Environmental Medicine, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden; Department of Occupational and Environmental Medicine, Sahlgrenska University Hospital, Region Västra Götaland, Göteborg, Sweden
| | - Eva M Andersson
- Occupational and Environmental Medicine, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden; Department of Occupational and Environmental Medicine, Sahlgrenska University Hospital, Region Västra Götaland, Göteborg, Sweden
| | - Mikael Ögren
- Occupational and Environmental Medicine, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden; Department of Occupational and Environmental Medicine, Sahlgrenska University Hospital, Region Västra Götaland, Göteborg, Sweden
| | - David Segersson
- Swedish Meteorological and Hydrological Institute, Norrköping, Sweden
| | - Erika Fagman
- Department of Radiology, Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Sahlgrenska University Hospital, Region Västra Götaland, Göteborg, Sweden
| | - Björn Fagerberg
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Göteborg, Sweden
| | - Lars Barregard
- Occupational and Environmental Medicine, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Göran Bergström
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Göteborg, Sweden; Department of Clinical Physiology, Sahlgrenska University Hospital, Region Västra Götaland, Göteborg, Sweden
| | - Leo Stockfelt
- Occupational and Environmental Medicine, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden; Department of Occupational and Environmental Medicine, Sahlgrenska University Hospital, Region Västra Götaland, Göteborg, Sweden
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Spence JD. Carotid Plaque Burden Is a Stronger Predictor of Cardiovascular Risk Than IMT. J Am Coll Cardiol 2022; 80:e191. [DOI: 10.1016/j.jacc.2022.08.806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 08/18/2022] [Indexed: 11/15/2022]
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40
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Woolsey AB, Arsang-Jang S, Spence JD, Hackam DG, Azarpazhooh MR. The impact of socioeconomic status on the burden of atherosclerosis, and the effect of intensive preventive therapy on its progression: A retrospective cohort study. Atherosclerosis 2022; 358:29-33. [DOI: 10.1016/j.atherosclerosis.2022.08.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/28/2022] [Accepted: 08/11/2022] [Indexed: 11/02/2022]
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Shin J, Choi EY, Kwon HM, Rhee K. Estimation of viscoelasticity of a carotid artery from ultrasound cine images and brachial pressure waveforms: Viscous parameters as a new index of detecting low plaque burden. Med Eng Phys 2022; 108:103886. [DOI: 10.1016/j.medengphy.2022.103886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 08/29/2022] [Accepted: 09/01/2022] [Indexed: 11/27/2022]
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42
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Wang S, Chen Y, Wang R, Ma B, Wang Z, Tang G, Wang S, He Y, Qu L. Effectiveness of red yeast rice on carotid atherosclerosis: A systematic review and meta-analysis. Front Pharmacol 2022; 13:937809. [PMID: 36120360 PMCID: PMC9478999 DOI: 10.3389/fphar.2022.937809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 07/25/2022] [Indexed: 11/13/2022] Open
Abstract
While several studies have demonstrated the preventive and therapeutic effects of red yeast rice (RYR), a traditional Chinese medicine, on carotid atherosclerosis through the reduction of low-density lipoprotein cholesterol (LDL-C) level and other risk factors, the evidence remains inconsistent. This study aimed to further evaluate the effects of RYR in carotid atherosclerosis. Several databases were searched for original trials of RYR for the treatment of carotid atherosclerosis that reported plaque indicators. Carotid plaque area (AREA), carotid plaque score (SCORE), and intima-media thickness (IMT) were set as the primary outcomes, while lipid profile and safety indicators were set as the secondary outcomes. Meta-analyses were performed on the randomized controlled trials (RCTs) using Comprehensive Meta-analysis software. Heterogeneity was evaluated using the I2 index and Q statistic. Subgroup, sensitivity, and dose-effect analyses were conducted. Twenty RCTs with 2217 patients were included. Compared to the control group, AREA (SMD = −0.855, 95%CI: −1.259 to −0.451, p < 0.001), IMT (SMD = −0.588, 95%CI: −0.792 to −0.384, p < 0.001), SCORE (SMD = −0.708, 95%CI: −1.135 to −0.282, p = 0.001), LDL-C (SMD = −0.938, 95%CI: −1.375 to −0.502, p < 0.001), triglyceride (SMD = −0.766, 95%CI: −0.980 to −0.551, p < 0.001), and total cholesterol (SMD = −0.858, 95%CI: −1.254 to −0.462, p < 0.001) were significantly decreased and HDL-C (SMD = 0.389, 95%CI: 0.044–0.733, p = 0.027) was significantly increased following RYR therapy. The indicators for safety were not significant and did not differ between the two groups (p > 0.050). Heterogeneities mainly existed for the treatment time or control group setting. Most results showed no changes in the sensitivity analysis. Dose-effect relationships were observed for all indicators except for TC and HDL-C. We concluded that RYR therapy showed considerable efficacy and an acceptable safety profile for the treatment of carotid atherosclerosis in the Chinese population.
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Affiliation(s)
- Shuai Wang
- Department of Psychology, Chengdu Medical College, Chengdu, China
- *Correspondence: Shuai Wang, ; Liping Qu,
| | - Yue Chen
- National Engineering and Research Center for Natural Medicines, Department of Medicine, Chengdu, China
| | - Rui Wang
- Department of Neurology, Xinxiang First People’s Hospital, Affiliated People’s Hospital of Xinxiang Medical University, Xinxiang, China
| | - Bailing Ma
- National Engineering and Research Center for Natural Medicines, Department of Medicine, Chengdu, China
| | - Zhenzhen Wang
- National Engineering and Research Center for Natural Medicines, Department of Medicine, Chengdu, China
| | - Guanguang Tang
- National Engineering and Research Center for Natural Medicines, Department of Medicine, Chengdu, China
| | - Siyu Wang
- Department of Psychology, Chengdu Medical College, Chengdu, China
| | - Yi He
- National Engineering and Research Center for Natural Medicines, Department of Medicine, Chengdu, China
| | - Liping Qu
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- *Correspondence: Shuai Wang, ; Liping Qu,
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Roy Cardinal MH, Durand M, Chartrand-Lefebvre C, Soulez G, Tremblay C, Cloutier G. Associative Prediction of Carotid Artery Plaques Based on Ultrasound Strain Imaging and Cardiovascular Risk Factors in People Living With HIV and Age-Matched Control Subjects of the CHACS Cohort. J Acquir Immune Defic Syndr 2022; 91:91-100. [PMID: 35510848 DOI: 10.1097/qai.0000000000003016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 04/26/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND There is a need for a specific atherosclerotic risk assessment for people living with HIV (PLWH). SETTING A machine learning classification model was applied to PLWH and control subjects with low-to-intermediate cardiovascular risks to identify associative predictors of diagnosed carotid artery plaques. Associations with plaques were made using strain elastography in normal sections of the common carotid artery and traditional cardiovascular risk factors. METHODS One hundred two PLWH and 84 control subjects were recruited from the prospective Canadian HIV and Aging Cohort Study (57 ± 8 years; 159 men). Plaque presence was based on clinical ultrasound scans of left and right common carotid arteries and internal carotid arteries. A classification task for identifying subjects with plaque was defined using random forest (RF) and logistic regression models. Areas under the receiver operating characteristic curves (AUC-ROCs) were applied to select 5 among 50 combinations of 4 or less features yielding the highest AUC-ROCs. RESULTS To retrospectively classify individuals with and without plaques, the 5 most discriminant combinations of features had AUC-ROCs between 0.76 and 0.79. AUC-ROCs from RF were statistically significantly higher than those obtained with logistic regressions ( P = 0.0001). The most discriminant features of RF classifications in PLWH were age, smoking status, maximum axial strain and pulse pressure (equal weights), and sex and antiretroviral therapy exposure (equal weights). When considering the whole population, the HIV status was identified as a cofactor associated with carotid artery plaques. CONCLUSIONS Strain elastography adds to traditional cardiovascular risk factors for identifying individuals with carotid artery plaques.
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Affiliation(s)
- Marie-Hélène Roy Cardinal
- Laboratory of Biorheology and Medical Ultrasonics, University of Montreal Hospital Research Center, Montréal, Québec, Canada
| | - Madeleine Durand
- Department of Internal Medicine, University of Montreal Hospital, Montréal, Québec, Canada
- Department of Medicine, University of Montreal, Montréal, Québec, Canada
| | - Carl Chartrand-Lefebvre
- Department of Radiology, University of Montreal Hospital, Montréal, Québec, Canada
- Department of Radiology, Radio-oncology, and Nuclear Medicine, University of Montreal, Montréal, Québec, Canada
| | - Gilles Soulez
- Department of Radiology, University of Montreal Hospital, Montréal, Québec, Canada
- Department of Radiology, Radio-oncology, and Nuclear Medicine, University of Montreal, Montréal, Québec, Canada
- Institute of Biomedical Engineering, University of Montreal, Montréal, Québec, Canada
| | - Cécile Tremblay
- Department of Microbiology and Infectious Diseases, University of Montreal Hospital, Montréal, Québec, Canada; and
- Department of Microbiology, Infectious Diseases, and Immunology, University of Montreal, Montréal, Québec, Canada
| | - Guy Cloutier
- Laboratory of Biorheology and Medical Ultrasonics, University of Montreal Hospital Research Center, Montréal, Québec, Canada
- Department of Radiology, Radio-oncology, and Nuclear Medicine, University of Montreal, Montréal, Québec, Canada
- Institute of Biomedical Engineering, University of Montreal, Montréal, Québec, Canada
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44
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Eun Jun J, Hwang YC, Jeong Ahn K, Yeon Chung H, Jahng GH, Park S, Jeong IK, Ryu CW. Association between carotid atherosclerosis and presence of intracranial atherosclerosis using three-dimensional high-resolution vessel wall magnetic resonance imaging in asymptomatic patients with type 2 diabetes. Diabetes Res Clin Pract 2022; 191:110067. [PMID: 36067918 DOI: 10.1016/j.diabres.2022.110067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 08/20/2022] [Accepted: 08/26/2022] [Indexed: 11/03/2022]
Abstract
AIMS Carotid atherosclerosis (CAS) is associated with a high risk of cardiovascular diseases. We aimed to investigate whether CAS is associated with the presence of intracranial atherosclerosis (ICAS). METHODS A total of 69 asymptomatic patients with type 2 diabetes (36 with CAS and 33 without CAS) who were free of cerebrovascular disease were enrolled in this case-control study. CAS was defined as a mean carotid intima-media thickness ≥ 1.0 mm or carotid plaque. The presence of ICAS was identified using three-dimensional high-resolution vessel wall magnetic resonance imaging. RESULTS There was no difference between the case and control groups in baseline characteristics, such as age, the proportion of men, duration of diabetes, and other cardiometabolic risk factors. The prevalence of ICAS was significantly higher in patients with CAS than those without CAS (72.2 % vs 48.5 %, P = 0.044). CAS was significantly associated with the presence of ICAS, even after adjusting other covariates (odds ratio [OR], 3.19; 95 % confidence interval [CI] 1.09-9.33, P = 0.034). In addition, CAS was significantly associated with the presence of multiple ICAS lesions (OR, 5.57; 95 % CI 1.75-17.78, P = 0.004). CONCLUSIONS CAS is significantly and independently associated with the presence and extent of ICAS in asymptomatic patients with type 2 diabetes.
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Affiliation(s)
- Ji Eun Jun
- Department of Endocrinology and Metabolism, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - You-Cheol Hwang
- Department of Endocrinology and Metabolism, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Kyu Jeong Ahn
- Department of Endocrinology and Metabolism, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Ho Yeon Chung
- Department of Endocrinology and Metabolism, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Geon-Ho Jahng
- Department of Radiology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Soonchan Park
- Department of Radiology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - In-Kyung Jeong
- Department of Endocrinology and Metabolism, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea.
| | - Chang-Woo Ryu
- Department of Radiology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Republic of Korea.
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45
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Chhabra JS, Juneja A, Etkin Y, Landis G, Gardener H, Garuthara M, Hoffstaetter T, Oropallo A. The effect of nutrition on stroke risk: A systematic review. Nutr Health 2022; 29:255-267. [PMID: 36040714 DOI: 10.1177/02601060221122218] [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: 11/15/2022]
Abstract
Background: An estimated 33% reduction in cardiovascular events can be achieved when incorporating whole grains, fruits, vegetables, poultry, nuts, and vegetable oils in the diet along with reduced consumption of refined carbohydrates, processed meats, and sugar sweetened beverages. We performed a systematic review to analyze the impact of nutritional intervention on stroke risk, as there is no current consensus concerning dietary recommendation for primary and secondary stroke prevention. Methods: A literature search of the PubMed database from January 2010 to June 2020 was performed using combinations of the following search terms: carotid disease, carotid artery disease, carotid stenosis, carotid intima-media thickness (CIMT), diet, nutrition, micronutrition, embolic stroke, and stroke. We used the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2009 checklist. Results: 28 studies met our inclusion criteria. Multiple studies showed an inverse relationship between consumption of vegetables and fruits and stroke risk. Vitamin B12 or a combination of B Vitamins was the most common supplement studied in stroke prevention. Only one RCT showed the use of B12 (500 micrograms/day) correlated with lower CIMT at follow up in healthy vegetarians. Discussion: The key findings from this systematic review indicate that adopting a diet rich in fruits and vegetables earlier in life may lower stroke risk compared with meats and fat intake. B vitamins also appear to confer some protection against stroke. However, not enough data exists to support the use of multivitamins, calcium, soy products and other supplements for primary or secondary stroke prevention.
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Affiliation(s)
| | | | - Yana Etkin
- Northwell Health, New Hyde Park, NY, USA
| | | | - Hannah Gardener
- University of Miami Miller School of Medicine, Miami, FL, USA
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46
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Sommar JN, Norberg M, Grönlund C, Segersson D, Näslund U, Forsberg B. Long-term exposure to particulate air pollution and presence and progression of carotid artery plaques - A northern Sweden VIPVIZA cohort study. ENVIRONMENTAL RESEARCH 2022; 211:113061. [PMID: 35257687 DOI: 10.1016/j.envres.2022.113061] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 02/25/2022] [Accepted: 02/28/2022] [Indexed: 06/14/2023]
Abstract
AIMS To estimate the association between long-term exposure to particulate air pollution and sub-clinical atherosclerosis based on the existence of plaque and the carotid intima-media thickness (cIMT). METHODS Visualization of asymptomatic atherosclerotic disease for optimum cardiovascular prevention (VIPVIZA) is a randomised controlled trial integrated within the Västerbotten Intervention Programme, an ongoing population-based cardiovascular disease (CVD) prevention programme in northern Sweden. Individuals aged 40, 50, or 60 years with one or more conventional CVD risk factors in Umeå municipality were eligible to participate. The 1425 participants underwent an ultrasound assessment of cIMT and plaque formation during the period 2013-2016 and at 3-year follow-up. Source-specific annual mean concentrations of particulate matter with aerodynamic diameter ≤10 μm (PM10) and ≤2.5 μm (PM2.5), and black carbon (BC) at the individual's residential address were modelled for the calendar years 1990, 2001 and 2011. Poisson regression was used to estimate prevalence ratios for presence of carotid artery plaques, and linear regression for cIMT. RESULTS The plaque prevalence was 43% at baseline and 47% at follow-up. An interquartile range (IQR) increase in PM10 (range in year 2011: 7.1-13.5 μg/m3) was associated with a prevalence ratio at baseline ultrasound of 1.11 (95% CI 0.99-1.25), 1.08 (95% CI 0.99-1.17), and 1.00 (95% CI 0.93-1.08) for lag 23, 12 and 2 years, and at follow-up 1.04 (95% CI 0.95-1.14), 1.08 (95% CI 1.00-1.16), and 1.01 (95% CI 0.95-1.08). Similar prevalence ratios per IQR were found for PM2.5 and BC, but with somewhat lower precision for the later. Particle concentrations were however not associated with the progression of plaque. No cross-sectional or longitudinal associations of change were found for cIMT. CONCLUSIONS This study of individuals with low/moderate risk for CVD give some additional support for an effect of long-term air pollution in early subclinical atherosclerosis.
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Affiliation(s)
- Johan Nilsson Sommar
- Section of Sustainable Health, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
| | - Margareta Norberg
- Section of Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | | | - David Segersson
- Swedish Meteorological and Hydrological Institute, Norrköping, Sweden
| | - Ulf Näslund
- Section of Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Bertil Forsberg
- Section of Sustainable Health, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
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47
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Qin L, Li L, Fan H, Gu Y, He W, Zhang K, Sun Y, Zhao W, Niu X, Wei C, Li L, Wang H. Longitudinal Associations Between Serum Bilirubin Level and Carotid Atherosclerosis Plaque in a Health Screening Population. Angiology 2022; 74:452-460. [PMID: 35759358 DOI: 10.1177/00033197221110966] [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: 11/17/2022]
Abstract
This study aimed to determine the relationship between bilirubin levels and carotid atherosclerosis (CAS) in the health screening population. After propensity score matching, this retrospective cohort study included 4360 subjects who underwent health examinations regularly in Hebei General Hospital between January 2010 and December 2019 and had no carotid plaque at baseline. After an average follow-up of 26.76 months, the main endpoint Cox regression analysis of carotid plaques was performed. After adjusting the confounding factors, Cox regression analysis showed that when serum total bilirubin (TBIL) and unconjugated bilirubin (UCB) increased by 1 standard deviation (SD), the risk of carotid plaque decreased by 7.30% (95% confidence interval (CI): 2.80-11.60%) and 15.70% (95% CI: 11.40-19.80%), respectively. When conjugated bilirubin (CB) increased by 1 SD, the risk of carotid plaques increased by 24.3% (95% CI: 19.7-29.0%). TBIL and UCB levels were negatively associated with CAS, and CB levels were positively associated with CAS.
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Affiliation(s)
- Lu Qin
- Graduate school, 12553Hebei Medical University, Shijiazhuang, China.,Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Lin Li
- Graduate school, 12553Hebei Medical University, Shijiazhuang, China.,Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Hongzhen Fan
- Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Yongsheng Gu
- Graduate school, 12553Hebei Medical University, Shijiazhuang, China.,Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Weiliang He
- Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Kaihua Zhang
- Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Yingru Sun
- Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Wannian Zhao
- Graduate school, 12553Hebei Medical University, Shijiazhuang, China.,Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Xiaoli Niu
- Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Ci Wei
- Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Litao Li
- Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
| | - Hebo Wang
- Graduate school, 12553Hebei Medical University, Shijiazhuang, China.,Department of Neurology, 117872Hebei General Hospital, Shijiazhuang, China
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48
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Andreassen RM, Kronborg JB, Schirmer H, Mathiesen EB, Melsom T, Eriksen BO, Jenssen TG, Solbu MD. Urinary orosomucoid is associated with diastolic dysfunction and carotid arteriopathy in the general population. Cross-sectional data from the Tromsø study. SCAND CARDIOVASC J 2022; 56:148-156. [PMID: 35652526 DOI: 10.1080/14017431.2022.2079714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Objectives. Urinary albumin excretion is a risk marker for cardiovascular disease (CVD). Studies suggest that urinary orosomucoid may be a more sensitive marker of general endothelial dysfunction than albuminuria. The aim of this population-based cross-sectional study was to examine the associations between urinary orosomucoid to creatinine ratio (UOCR), urinary albumin to creatinine ratio (UACR) and subclinical CVD. Design. From the Tromsø Study (2007/2008), we included all men and women who had measurements of urinary orosomucoid (n = 7181). Among these, 6963 were examined with ultrasound of the right carotid artery and 2245 with echocardiography. We assessed the associations between urinary markers and subclinical CVD measured as intima media thickness of the carotid artery, presence and area of carotid plaque and diastolic dysfunction (DD). UOCR and UACR were dichotomized as upper quartile versus the three lowest. Results. High UOCR, adjusted for UACR, age, cardiovascular risk factors and kidney function, was associated with presence of DD in men (OR: 3.18, 95% CI [1.27, 7.95], p = .013), and presence of plaque (OR: 1.20, 95% CI [1.01, 1.44], p = .038) and intima media thickness in women (OR: 1.34, 95% CI [1.09, 1.65], p = .005). Analyses showed no significant interaction between sex and UOCR for any endpoints. UACR was not significantly associated with DD, but the associations with intima media thickness and plaque were of magnitudes comparable to those observed for UOCR. Conclusions. UOCR was positively associated with subclinical CVD. We need prospective studies to confirm whether UOCR is a clinically useful biomarker and to study possible sex differences.
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Affiliation(s)
- Runa M Andreassen
- Department of Internal Medicine, Helgeland Hospital Trust, Sandnessjøen, Norway.,Metabolic and Renal Research Group, UiT The Arctic University of Norway, Tromsø, Norway
| | - Jens B Kronborg
- Metabolic and Renal Research Group, UiT The Arctic University of Norway, Tromsø, Norway.,Department of Immunology and Transfusion Medicine, Innlandet Hospital Trust, Lillehammer, Norway
| | - Henrik Schirmer
- Department of Cardiology, Akershus University Hospital, Nordbyhagen, Norway.,The Cardiovascular Research Group, UiT The Arctic University of Norway, Tromsø, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ellisiv B Mathiesen
- Department of Neurology, University Hospital of North Norway, Tromsø, Norway.,Brain and Circulation Research Group, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Toralf Melsom
- Metabolic and Renal Research Group, UiT The Arctic University of Norway, Tromsø, Norway.,Section of Nephrology, University Hospital of North Norway, Tromsø, Norway
| | - Bjørn O Eriksen
- Metabolic and Renal Research Group, UiT The Arctic University of Norway, Tromsø, Norway.,Section of Nephrology, University Hospital of North Norway, Tromsø, Norway
| | - Trond G Jenssen
- Metabolic and Renal Research Group, UiT The Arctic University of Norway, Tromsø, Norway.,Department of Transplant Medicine, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Marit D Solbu
- Metabolic and Renal Research Group, UiT The Arctic University of Norway, Tromsø, Norway.,Section of Nephrology, University Hospital of North Norway, Tromsø, Norway
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49
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Rykaczewska U, Zhao Q, Saliba-Gustafsson P, Lengquist M, Kronqvist M, Bergman O, Huang Z, Lund K, Waden K, Pons Vila Z, Caidahl K, Skogsberg J, Vukojevic V, Lindeman JHN, Roy J, Hansson GK, Treuter E, Leeper NJ, Eriksson P, Ehrenborg E, Razuvaev A, Hedin U, Matic L. Plaque Evaluation by Ultrasound and Transcriptomics Reveals BCLAF1 as a Regulator of Smooth Muscle Cell Lipid Transdifferentiation in Atherosclerosis. Arterioscler Thromb Vasc Biol 2022; 42:659-676. [PMID: 35321563 DOI: 10.1161/atvbaha.121.317018] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Understanding the processes behind carotid plaque instability is necessary to develop methods for identification of patients and lesions with stroke risk. Here, we investigated molecular signatures in human plaques stratified by echogenicity as assessed by duplex ultrasound. METHODS Lesion echogenicity was correlated to microarray gene expression profiles from carotid endarterectomies (n=96). The findings were extended into studies of human and mouse atherosclerotic lesions in situ, followed by functional investigations in vitro in human carotid smooth muscle cells (SMCs). RESULTS Pathway analyses highlighted muscle differentiation, iron homeostasis, calcification, matrix organization, cell survival balance, and BCLAF1 (BCL2 [B-cell lymphoma 2]-associated transcription factor 1) as the most significant signatures. BCLAF1 was downregulated in echolucent plaques, positively correlated to proliferation and negatively to apoptosis. By immunohistochemistry, BCLAF1 was found in normal medial SMCs. It was repressed early during atherogenesis but reappeared in CD68+ cells in advanced plaques and interacted with BCL2 by proximity ligation assay. In cultured SMCs, BCLAF1 was induced by differentiation factors and mitogens and suppressed by macrophage-conditioned medium. BCLAF1 silencing led to downregulation of BCL2 and SMC markers, reduced proliferation, and increased apoptosis. Transdifferentiation of SMCs by oxLDL (oxidized low-denisty lipoprotein) was accompanied by upregulation of BCLAF1, CD36, and CD68, while oxLDL exposure with BCLAF1 silencing preserved MYH (myosin heavy chain) 11 expression and prevented transdifferentiation. BCLAF1 was associated with expression of cell differentiation, contractility, viability, and inflammatory genes, as well as the scavenger receptors CD36 and CD68. BCLAF1 expression in CD68+/BCL2+ cells of SMC origin was verified in plaques from MYH11 lineage-tracing atherosclerotic mice. Moreover, BCLAF1 downregulation associated with vulnerability parameters and cardiovascular risk in patients with carotid atherosclerosis. CONCLUSIONS Plaque echogenicity correlated with enrichment of distinct molecular pathways and identified BCLAF1, previously not described in atherosclerosis, as the most significant gene. Functionally, BCLAF1 seems necessary for survival and transdifferentiation of SMCs into a macrophage-like phenotype. The role of BCLAF1 in plaque vulnerability should be further evaluated.
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Affiliation(s)
- Urszula Rykaczewska
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Quanyi Zhao
- Division of Cardiovascular Medicine, Cardiovascular Institute (Q.Z., P.S.-G.), Stanford University School of Medicine, CA
| | - Peter Saliba-Gustafsson
- Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine (P.S.-G., O.B., G.K.H., P.E., E.E.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.,Division of Cardiovascular Medicine, Cardiovascular Institute (Q.Z., P.S.-G.), Stanford University School of Medicine, CA
| | - Mariette Lengquist
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Malin Kronqvist
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Otto Bergman
- Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine (P.S.-G., O.B., G.K.H., P.E., E.E.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Zhiqiang Huang
- Department of Biosciences and Nutrition (Z.H., E.T.), Karolinska Institutet, Stockholm, Sweden
| | - Kent Lund
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Katarina Waden
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Zara Pons Vila
- Clinical Chemistry and Blood Coagulation, Department of Molecular Medicine and Surgery (Z.P.V.), Karolinska Institutet, Stockholm, Sweden
| | - Kenneth Caidahl
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.,Department of Clinical Physiology, Sahlgrenska University Hospital and Molecular and Clinical Medicine, University of Gothenburg, Sweden (K.C.)
| | - Josefin Skogsberg
- Department of Medical Biochemistry and Biophysics (J.S.), Karolinska Institutet, Stockholm, Sweden
| | - Vladana Vukojevic
- Department of Clinical Neuroscience, Center for Molecular Medicine (V.V.), Karolinska Institutet, Stockholm, Sweden
| | - Jan H N Lindeman
- Department of Vascular Surgery, Leiden University Medical Center, the Netherlands (J.H.N.L.)
| | - Joy Roy
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Göran K Hansson
- Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine (P.S.-G., O.B., G.K.H., P.E., E.E.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Eckardt Treuter
- Department of Biosciences and Nutrition (Z.H., E.T.), Karolinska Institutet, Stockholm, Sweden
| | - Nicholas J Leeper
- Department of Surgery (N.J.L.), Stanford University School of Medicine, CA.,Department of Medicine (N.J.L.), Stanford University School of Medicine, CA
| | - Per Eriksson
- Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine (P.S.-G., O.B., G.K.H., P.E., E.E.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Ewa Ehrenborg
- Cardiovascular Medicine Unit, Department of Medicine, Center for Molecular Medicine (P.S.-G., O.B., G.K.H., P.E., E.E.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Anton Razuvaev
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Ulf Hedin
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Ljubica Matic
- Division of Vascular Surgery, Department of Molecular Medicine and Surgery (U.R., M.L., M.K., K.L., K.W., K.C., J.R., A.R., U.H., L.M.), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
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Object-Specific Four-Path Network for Stroke Risk Stratification of Carotid Arteries in Ultrasound Images. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:2014349. [PMID: 35509862 PMCID: PMC9061007 DOI: 10.1155/2022/2014349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 03/31/2022] [Indexed: 11/18/2022]
Abstract
Atherosclerotic carotid plaques have been shown to be closely associated with the risk of stroke. Since patients with symptomatic carotid plaques have a greater risk for stroke, stroke risk stratification based on the classification of carotid plaques into symptomatic or asymptomatic types is crucial in diagnosis, treatment planning, and medical treatment monitoring. A deep learning technique would be a good choice for implementing classification. Usually, to acquire a high-accuracy classification, a specific network architecture needs to be designed for a given classification task. In this study, we propose an object-specific four-path network (OSFP-Net) for stroke risk assessment by integrating ultrasound carotid plaques in both transverse and longitudinal sections of the bilateral carotid arteries. Each path of the OSFP-Net comprises of a feature extraction subnetwork (FE) and a feature downsampling subnetwork (FD). The FEs in the four paths use the same network structure to automatically extract features from ultrasound images of carotid plaques. The FDs use different object-specific pooling strategies for feature downsampling based on the observation that the sizes and shapes in the feature maps obtained from FEs should be different. The object-specific pooling strategies enable the network to accept arbitrarily sized carotid plaques as input and to capture a more informative context for improving the classification accuracy. Extensive experimental studies on a clinical dataset consisting of 333 subjects with 1332 carotid plaques show the superiority of our OSFP-Net against several state-of-the-art deep learning-based methods. The experimental results demonstrate better clinical agreement between the ground truth and the prediction, which indicates its great potential for use as a risk stratification and as a monitoring tool in the management of patients at risk for stroke.
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