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1.
J Am Heart Assoc ; 13(13): e035171, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38904248

ABSTRACT

BACKGROUND: Cervical arterial tortuosity is associated with adverse outcomes in Loeys-Dietz syndrome and other heritable aortopathies. METHODS AND RESULTS: A method to assess tortuosity based on curvature of the vessel centerline in 3-dimensional space was developed. We measured cervical carotid tortuosity in 65 patients with Loeys-Dietz syndrome from baseline computed tomography angiogram/magnetic resonance angiogram and all serial images during follow-up. Relations between baseline carotid tortuosity, age, aortic root diameter, and its change over time were compared. Patients with unoperated aortic roots were assessed for clinical end point (type A aortic dissection or aortic root surgery during 4 years of follow-up). Logistic regression was performed to assess the likelihood of clinical end point according to baseline carotid tortuosity. Total absolute curvature at baseline was 11.13±5.76 and was relatively unchanged at 8 to 10 years (fold change: 0.026±0.298, P=1.00), whereas tortuosity index at baseline was 0.262±0.131, with greater variability at 8 to 10 years (fold change: 0.302±0.656, P=0.818). Baseline total absolute curvature correlated with aortic root diameter (r=0.456, P=0.004) and was independently associated with aortic events during the 4-year follow-up (adjusted odds ratio [OR], 2.64 [95% CI, 1.02-6.85]). Baseline tortuosity index correlated with age (r=0.532, P<0.001) and was not associated with events (adjusted OR, 1.88 [95% CI, 0.79-4.51]). Finally, baseline total absolute curvature had good discrimination of 4-year outcomes (area under the curve=0.724, P=0.014), which may be prognostic or predictive. CONCLUSIONS: Here we introduce cervical carotid tortuosity as a promising quantitative biomarker with validated, standardized characteristics. Specifically, we recommend the adoption of a curvature-based measure, total absolute curvature, for early detection or monitoring of disease progression in Loeys-Dietz syndrome.


Subject(s)
Carotid Arteries , Computed Tomography Angiography , Loeys-Dietz Syndrome , Magnetic Resonance Angiography , Humans , Female , Male , Risk Assessment , Adult , Loeys-Dietz Syndrome/genetics , Loeys-Dietz Syndrome/complications , Loeys-Dietz Syndrome/diagnosis , Loeys-Dietz Syndrome/diagnostic imaging , Middle Aged , Carotid Arteries/diagnostic imaging , Carotid Arteries/pathology , Risk Factors , Young Adult , Predictive Value of Tests , Aortic Dissection/diagnostic imaging , Aortic Dissection/diagnosis , Aortic Dissection/surgery , Vascular Malformations/diagnostic imaging , Vascular Malformations/diagnosis , Imaging, Three-Dimensional , Reproducibility of Results , Skin Diseases, Genetic/genetics , Skin Diseases, Genetic/diagnostic imaging , Skin Diseases, Genetic/diagnosis
2.
J Am Heart Assoc ; 13(12): e034718, 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38860391

ABSTRACT

BACKGROUND: Coronary artery calcium testing using noncontrast cardiac computed tomography is a guideline-indicated test to help refine eligibility for aspirin in primary prevention. However, access to cardiac computed tomography remains limited, with carotid ultrasound used much more often internationally. We sought to update the role of aspirin allocation in primary prevention as a function of subclinical carotid atherosclerosis. METHODS AND RESULTS: The study included 11 379 participants from the MESA (Multi-Ethnic Study of Atherosclerosis) and ARIC (Atherosclerosis Risk in Communities) studies. A harmonized carotid plaque score (range, 0-6) was derived using the number of anatomic sites with plaque from the left and right common, bifurcation, and internal carotid artery on ultrasound. The 5-year number needed to treat and number needed to harm as a function of the carotid plaque score were calculated by applying a 12% relative risk reduction in atherosclerotic cardiovascular disease (ASCVD) events and 42% relative increase in major bleeding events related to aspirin use, respectively. The mean age was 57 years, 57% were women, 23% were Black, and the median 10-year ASCVD risk was 12.8%. The 5-year incidence rates (per 1000 person-years) were 5.5 (4.9-6.2) for ASCVD and 1.8 (1.5-2.2) for major bleeding events. The overall 5-year number needed to treat with aspirin was 306 but was 2-fold lower for individuals with carotid plaque versus those without carotid plaque (212 versus 448). The 5-year number needed to treat was less than the 5-year number needed to harm when the carotid plaque score was ≥2 for individuals with ASCVD risk 5% to 20%, whereas the presence of any carotid plaque demarcated a favorable risk-benefit for individuals with ASCVD risk >20%. CONCLUSIONS: Quantification of subclinical carotid atherosclerosis can help improve the allocation of aspirin therapy.


Subject(s)
Aspirin , Carotid Artery Diseases , Plaque, Atherosclerotic , Primary Prevention , Humans , Aspirin/therapeutic use , Female , Male , Middle Aged , Primary Prevention/methods , Plaque, Atherosclerotic/diagnostic imaging , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/ethnology , Carotid Artery Diseases/epidemiology , Carotid Artery Diseases/prevention & control , Aged , Risk Assessment , United States/epidemiology , Platelet Aggregation Inhibitors/therapeutic use , Carotid Arteries/diagnostic imaging , Ultrasonography , Risk Factors , Ethnicity , Aged, 80 and over , Ultrasonography, Carotid Arteries
3.
Sci Rep ; 14(1): 13894, 2024 06 17.
Article in English | MEDLINE | ID: mdl-38886356

ABSTRACT

Stroke is one of the major causes of death worldwide, and is closely associated with atherosclerosis of the carotid artery. Panoramic radiographs (PRs) are routinely used in dental practice, and can be used to visualize carotid artery calcification (CAC). The purpose of this study was to automatically and robustly classify and segment CACs with large variations in size, shape, and location, and those overlapping with anatomical structures based on deep learning analysis of PRs. We developed a cascaded deep learning network (CACSNet) consisting of classification and segmentation networks for CACs on PRs. This network was trained on ground truth data accurately determined with reference to CT images using the Tversky loss function with optimized weights by balancing between precision and recall. CACSNet with EfficientNet-B4 achieved an AUC of 0.996, accuracy of 0.985, sensitivity of 0.980, and specificity of 0.988 in classification for normal or abnormal PRs. Segmentation performances for CAC lesions were 0.595 for the Jaccard index, 0.722 for the Dice similarity coefficient, 0.749 for precision, and 0.756 for recall. Our network demonstrated superior classification performance to previous methods based on PRs, and had comparable segmentation performance to studies based on other imaging modalities. Therefore, CACSNet can be used for robust classification and segmentation of CAC lesions that are morphologically variable and overlap with surrounding structures over the entire posterior inferior region of the mandibular angle on PRs.


Subject(s)
Carotid Arteries , Deep Learning , Radiography, Panoramic , Vascular Calcification , Humans , Radiography, Panoramic/methods , Carotid Arteries/diagnostic imaging , Carotid Arteries/pathology , Vascular Calcification/diagnostic imaging , Carotid Artery Diseases/diagnostic imaging , Female , Male , Aged , Middle Aged , Tomography, X-Ray Computed/methods
4.
Circ Cardiovasc Imaging ; 17(6): e016274, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38889214

ABSTRACT

BACKGROUND: This study aimed to develop and validate a computed tomography angiography based machine learning model that uses plaque composition data and degree of carotid stenosis to detect symptomatic carotid plaques in patients with carotid atherosclerosis. METHODS: The machine learning based model was trained using degree of stenosis and the volumes of 13 computed tomography angiography derived intracarotid plaque subcomponents (eg, lipid, intraplaque hemorrhage, calcium) to identify plaques associated with cerebrovascular events. The model was internally validated through repeated 10-fold cross-validation and tested on a dedicated testing cohort according to discrimination and calibration. RESULTS: This retrospective, single-center study evaluated computed tomography angiography scans of 268 patients with both symptomatic and asymptomatic carotid atherosclerosis (163 for the derivation set and 106 for the testing set) performed between March 2013 and October 2019. The area-under-receiver-operating characteristics curve by machine learning on the testing cohort (0.89) was significantly higher than the areas under the curve of traditional logit analysis based on the degree of stenosis (0.51, P<0.001), presence of intraplaque hemorrhage (0.69, P<0.001), and plaque composition (0.78, P<0.001), respectively. Comparable performance was obtained on internal validation. The identified plaque components and associated cutoff values that were significantly associated with a higher likelihood of symptomatic status after adjustment were the ratio of intraplaque hemorrhage to lipid volume (≥50%, 38.5 [10.1-205.1]; odds ratio, 95% CI) and percentage of intraplaque hemorrhage volume (≥10%, 18.5 [5.7-69.4]; odds ratio, 95% CI). CONCLUSIONS: This study presented an interpretable machine learning model that accurately identifies symptomatic carotid plaques using computed tomography angiography derived plaque composition features, aiding clinical decision-making.


Subject(s)
Carotid Artery Diseases , Computed Tomography Angiography , Machine Learning , Plaque, Atherosclerotic , Humans , Computed Tomography Angiography/methods , Male , Female , Retrospective Studies , Plaque, Atherosclerotic/diagnostic imaging , Aged , Middle Aged , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/complications , Carotid Stenosis/diagnostic imaging , Carotid Stenosis/complications , Predictive Value of Tests , Reproducibility of Results , Carotid Arteries/diagnostic imaging , Severity of Illness Index
5.
Sci Rep ; 14(1): 14743, 2024 06 26.
Article in English | MEDLINE | ID: mdl-38926411

ABSTRACT

Low concentrations of circulating 25-hydroxy-vitamin D are observationally associated with an increased risk of subclinical atherosclerosis and cardiovascular disease. However, randomized controlled trials have not reported the beneficial effects of vitamin D supplementation on atherosclerotic cardiovascular disease (ASCVD) outcomes. Whether genetically predicted vitamin D status confers protection against the development of carotid artery plaque, a powerful predictor of subclinical atherosclerosis, remains unknown. We conducted a two-sample Mendelian randomization (MR) study to explore the association of genetically predicted vitamin D status and deficiency with the risk of developing carotid artery plaque. We leveraged three genome-wide association studies (GWAS) of vitamin D status and one GWAS of vitamin D deficiency. We used the inverse-variance weighted (IVW) approach as our main method, and MR-Egger, weighted-median, and radialMR as MR sensitivity analyses. We also conducted sensitivity analyses using biologically plausible genetic instruments located within genes encoding for vitamin D metabolism (GC, CYP2R1, DHCR7, CYP24A1). We did not find significant associations between genetically predicted vitamin D status (Odds ratio (OR) = 0.99, P = 0.91) and deficiency (OR = 1.00, P = 0.97) with the risk of carotid artery plaque. We additionally explored the potential causal effect of vitamin D status on coronary artery calcification (CAC) and carotid intima-media thickness (cIMT), two additional markers of subclinical atherosclerosis, and we did not find any significant association (ßCAC = - 0.14, P = 0.23; ßcIMT = 0.005, P = 0.19). These findings did not support the causal effects of vitamin D status and deficiency on the risk of developing subclinical atherosclerosis.


Subject(s)
Genome-Wide Association Study , Mendelian Randomization Analysis , Plaque, Atherosclerotic , Vitamin D Deficiency , Vitamin D , Humans , Vitamin D/blood , Vitamin D/analogs & derivatives , Vitamin D Deficiency/genetics , Vitamin D Deficiency/complications , Plaque, Atherosclerotic/genetics , Carotid Artery Diseases/genetics , Polymorphism, Single Nucleotide , Risk Factors , Genetic Predisposition to Disease , Female , Male , Carotid Arteries/pathology , Carotid Arteries/diagnostic imaging
6.
Sci Rep ; 14(1): 14944, 2024 06 28.
Article in English | MEDLINE | ID: mdl-38942831

ABSTRACT

Circulating amyloid-beta 1-40 (Αb40) has pro-atherogenic properties and could serve as a biomarker in atherosclerotic cardiovascular disease (ASCVD). However, the association of Ab40 levels with morphological characteristics reflecting atherosclerotic plaque echolucency and composition is not available. Carotid atherosclerosis was assessed in consecutively recruited individuals without ASCVD (n = 342) by ultrasonography. The primary endpoint was grey scale median (GSM) of intima-media complex (IMC) and plaques, analysed using dedicated software. Vascular markers were assessed at two time-points (median follow-up 35.5 months). In n = 56 patients undergoing carotid endarterectomy, histological plaque features were analysed. Plasma Αb40 levels were measured at baseline. Ab40 was associated with lower IMC GSM and plaque GSM and higher plaque area at baseline after multivariable adjustment. Increased Ab40 levels were also longitudinally associated with decreasing or persistently low IMC and plaque GSM after multivariable adjustment (p < 0.05). In the histological analysis, Ab40 levels were associated with lower incidence of calcified plaques and plaques without high-risk features. Ab40 levels are associated with ultrasonographic and histological markers of carotid wall composition both in the non-stenotic arterial wall and in severely stenotic plaques. These findings support experimental evidence linking Ab40 with plaque vulnerability, possibly mediating its established association with major adverse cardiovascular events.


Subject(s)
Amyloid beta-Peptides , Biomarkers , Carotid Arteries , Plaque, Atherosclerotic , Humans , Male , Female , Plaque, Atherosclerotic/diagnostic imaging , Plaque, Atherosclerotic/pathology , Aged , Middle Aged , Biomarkers/blood , Amyloid beta-Peptides/metabolism , Carotid Arteries/diagnostic imaging , Carotid Arteries/pathology , Ultrasonography/methods , Carotid Intima-Media Thickness , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/pathology , Endarterectomy, Carotid
7.
Menopause ; 31(7): 567-574, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38743910

ABSTRACT

OBJECTIVE: The clinical utility of high-density lipoprotein cholesterol (HDL-C) in risk classification is limited, especially in midlife women. Novel metrics of HDL may better reflect this risk. We clustered a comprehensive profile of HDL metrics into favorable and unfavorable clusters and assessed how these two clusters are related to future subclinical atherosclerosis (carotid intima media thickness [cIMT], interadventitial diameter [IAD], and carotid plaque presence) in midlife women. METHODS: Four hundred sixty-one women (baseline age: 50.4 [2.7] years; 272 White, 137 Black, 52 Chinese) from the Study of Women's Health Across the Nation HDL ancillary study who had baseline measures of HDL cholesterol efflux capacity (HDL-CEC), lipid contents (HDL-phospholipids [HDL-PL] and HDL triglycerides [HDL-Tg]), and HDL particle (HDL-P) distribution and size, followed by carotid ultrasound (average 12.9 [SD: 2.6] years later), were included. Using latent cluster analysis, women were clustered into a favorable (high HDL-CEC, HDL-PL, large and medium HDL-P, less HDL-Tg and small HDL-P, larger size) or an unfavorable HDL cluster (low HDL-CEC, HDL-PL, large and medium HDL-P, more HDL-Tg, and small HDL-P, smaller size) and then linked to future subclinical atherosclerosis using linear or logistic regression. RESULTS: The favorable HDL cluster was associated with lower cIMT, IAD, and odds of carotid plaque presence. These associations were attenuated by body mass index, except in Chinese women where the association with cIMT persisted (0.72 [0.63, 0.83]). CONCLUSIONS: The association between favorable HDL clusters and a better postmenopausal subclinical atherosclerosis profile is largely explained by body mass index; however, racial/ethnic differences may exist.


Subject(s)
Atherosclerosis , Carotid Intima-Media Thickness , Cholesterol, HDL , Humans , Female , Middle Aged , Atherosclerosis/blood , Cholesterol, HDL/blood , Lipoproteins, HDL/blood , Triglycerides/blood , Risk Factors , White People , Cluster Analysis , Adult , Carotid Arteries/diagnostic imaging
8.
Am J Physiol Heart Circ Physiol ; 327(1): H80-H88, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38787379

ABSTRACT

This study investigated the sensitivity and specificity of identifying heart failure with reduced ejection fraction (HFrEF) from measurements of the intensity and timing of arterial pulse waves. Previously validated methods combining ultrafast B-mode ultrasound, plane-wave transmission, singular value decomposition (SVD), and speckle tracking were used to characterize the compression and decompression ("S" and "D") waves occurring in early and late systole, respectively, in the carotid arteries of outpatients with left ventricular ejection fraction (LVEF) < 40%, determined by echocardiography, and signs and symptoms of heart failure, or with LVEF ≥ 50% and no signs or symptoms of heart failure. On average, the HFrEF group had significantly reduced S-wave intensity and energy, a greater interval between the R wave of the ECG and the S wave, a reduced interval between the S and D waves, and an increase in the S-wave shift (SWS), a novel metric that characterizes the shift in timing of the S wave away from the R wave of the ECG and toward the D wave (all P < 0.01). Receiver operating characteristics (ROCs) were used to quantify for the first time how well wave metrics classified individual participants. S-wave intensity and energy gave areas under the ROC of 0.76-0.83, the ECG-S-wave interval gave 0.85-0.88, and the S-wave shift gave 0.88-0.92. Hence the methods, which are simple to use and do not require complex interpretation, provide sensitive and specific identification of HFrEF. If similar results were obtained in primary care, they could form the basis of techniques for heart failure screening.NEW & NOTEWORTHY We show that heart failure with reduced ejection fraction can be detected with excellent sensitivity and specificity in individual patients by using B-mode ultrasound to detect altered pulse wave intensity and timing in the carotid artery.


Subject(s)
Heart Failure , Pulse Wave Analysis , Stroke Volume , Humans , Heart Failure/physiopathology , Heart Failure/diagnostic imaging , Female , Male , Aged , Middle Aged , Carotid Arteries/diagnostic imaging , Carotid Arteries/physiopathology , Ventricular Function, Left , Predictive Value of Tests , Electrocardiography , Echocardiography , ROC Curve
9.
Front Endocrinol (Lausanne) ; 15: 1357580, 2024.
Article in English | MEDLINE | ID: mdl-38706699

ABSTRACT

Background and objective: Type 2 Diabetes Mellitus (T2DM) with insulin resistance (IR) is prone to damage the vascular endothelial, leading to the formation of vulnerable carotid plaques and increasing ischemic stroke (IS) risk. The purpose of this study is to develop a nomogram model based on carotid ultrasound radiomics for predicting IS risk in T2DM patients. Methods: 198 T2DM patients were enrolled and separated into study and control groups based on IS history. After manually delineating carotid plaque region of interest (ROI) from images, radiomics features were identified and selected using the least absolute shrinkage and selection operator (LASSO) regression to calculate the radiomics score (RS). A combinatorial logistic machine learning model and nomograms were created using RS and clinical features like the triglyceride-glucose index. The three models were assessed using area under curve (AUC) and decision curve analysis (DCA). Results: Patients were divided into the training set and the testing set by the ratio of 0.7. 4 radiomics features were selected. RS and clinical variables were all statically significant in the training set and were used to create a combination model and a prediction nomogram. The combination model (radiomics + clinical nomogram) had the largest AUC in both the training set and the testing set (0.898 and 0.857), and DCA analysis showed that it had a higher overall net benefit compared to the other models. Conclusions: This study created a carotid ultrasound radiomics machine-learning-based IS risk nomogram for T2DM patients with carotid plaques. Its diagnostic performance and clinical prediction capabilities enable accurate, convenient, and customized medical care.


Subject(s)
Diabetes Mellitus, Type 2 , Ischemic Stroke , Nomograms , Ultrasonography , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnostic imaging , Male , Female , Middle Aged , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/etiology , Ischemic Stroke/epidemiology , Aged , Ultrasonography/methods , Risk Factors , Machine Learning , Carotid Arteries/diagnostic imaging , Carotid Arteries/pathology , Risk Assessment/methods , Ultrasonography, Carotid Arteries , Radiomics
10.
Physiol Rep ; 12(9): e16024, 2024 May.
Article in English | MEDLINE | ID: mdl-38697946

ABSTRACT

We investigated the associations of the measures of arterial health with cognition in adolescents and whether physical activity (PA) or sedentary time (ST) confounds these associations. One hundred sixteen adolescents (71 boys) aged 15.9 ± 0.4 participated in the study. PA and ST were assessed using a combined accelerometer/heart rate monitor. Overall cognition was computed from the results of psychomotor function, attention, working memory, and paired-associate learning tests. Pulse wave velocity was measured by impedance cardiography, carotid intima-media thickness, and carotid artery distensibility by carotid ultrasonography. Systolic and diastolic blood pressure (SBP and DBP) were measured using an aneroid sphygmomanometer. SBP was inversely associated with overall cognition (standardized regression coefficient [ß] = -0.216, 95% confidence interval (CI) -0.406 to -0.027, p = 0.025). Pulse wave velocity (ß = -0.199, 95% CI -0.382 to -0.017, p = 0.033) was inversely associated with working memory task accuracy. SBP was directly associated with reaction time in the attention (ß = 0.256, 95% CI 0.069 to 0.443, p = 0.008) and errors in the paired-associate learning tasks (ß = 0.308, 95% CI 0.126 to 0.489, p = 0.001). Blood pressure was inversely associated with overall cognition. PA or ST did not confound the associations. Results suggest that preventing high blood pressure is important for promoting cognition in adolescents.


Subject(s)
Blood Pressure , Cognition , Pulse Wave Analysis , Humans , Adolescent , Male , Female , Cognition/physiology , Blood Pressure/physiology , Pulse Wave Analysis/methods , Memory, Short-Term/physiology , Sedentary Behavior , Heart Rate/physiology , Carotid Intima-Media Thickness , Attention/physiology , Exercise/physiology , Carotid Arteries/diagnostic imaging , Carotid Arteries/physiology
12.
Ultrasound Med Biol ; 50(8): 1280-1286, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38806338

ABSTRACT

OBJECTIVE: This study utilized real-time shear wave elasticity imaging (SWE) and ultrafast pulse wave velocity (ufPWV) to assess carotid arterial stiffness, aiming to predict atherosclerosis risk in patients with metabolic syndrome (MS). METHODS: In this study, 181 patients with metabolic syndrome (MS group) were compared with 73 healthy adults. The MS group was divided into three groups: MS I group: CIMT was normal (CIMT < 1.0 mm, no plaque, n = 61); MS II group: CIMT thickening (1.0 mm ≤ CIMT<1.5 mm, no plaque, n = 39); MS III group: plaque group (CIMT ≥ 1.5 mm, plaque, n = 81). Concurrently, the group of 73 healthy individuals was designated as the control set (NC). Parameters assessed include carotid intima-media thickness (CIMT), elastic modulus values of the carotid artery's anterior and posterior walls (Mean, Max, Min), pulse wave velocity at systole's commencement (PWV-BS), and pulse wave velocity at systole's termination (PWV-ES). Differences, distribution characteristics, and correlations across these groups were analyzed. RESULTS: A significant association was found between PWV-BS, PWV-ES, and arteriosclerosis severity, with these factors gaining importance as arteriosclerosis progressed. Notably, PWV-ES differences were significant across the four groups (p < 0.05). Both MS III and MS II groups exhibited higher PWV-ES values compared to the MS I group and controls. Statistically significant differences were observed between MS III, MS II, and MS I groups relative to the control group (p < 0.05). Additionally, the Mean, Max, and Min values of the anterior and posterior carotid walls in the MS III group surpassed those of the other groups. CONCLUSION: Real-time shear wave elasticity imaging and ultrafast pulse wave velocity are valuable tools for assessing atherosclerosis risk in MS patients. These non-invasive, safe, and reproducible imaging techniques can quantitatively evaluate the stiffness of the common carotid artery's wall, offering important insights into cardiovascular risk assessment.


Subject(s)
Carotid Arteries , Elasticity Imaging Techniques , Metabolic Syndrome , Pulse Wave Analysis , Vascular Stiffness , Humans , Male , Female , Metabolic Syndrome/physiopathology , Metabolic Syndrome/diagnostic imaging , Metabolic Syndrome/complications , Elasticity Imaging Techniques/methods , Middle Aged , Vascular Stiffness/physiology , Carotid Arteries/diagnostic imaging , Carotid Arteries/physiopathology , Adult , Carotid Intima-Media Thickness , Reproducibility of Results , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/physiopathology , Carotid Artery Diseases/complications , Computer Systems , Elastic Modulus
14.
Sci Rep ; 14(1): 10092, 2024 05 02.
Article in English | MEDLINE | ID: mdl-38698141

ABSTRACT

Carotid artery webs (CaW) are non-atherosclerotic projections into the vascular lumen and have been linked to up to one-third of cryptogenic strokes in younger patients. Determining how CaW affects local hemodynamics is essential for understanding clot formation and stroke risk. Computational fluid dynamics simulations were used to investigate patient-specific hemodynamics in carotid artery bifurcations with CaW, bifurcations with atherosclerotic lesions having a similar degree of lumen narrowing, and with healthy carotid bifurcations. Simulations were conducted using segmented computed tomography angiography geometries with inlet boundary conditions extracted from 2D phase contrast MRI scans. The study included carotid bifurcations with CaW (n = 13), mild atherosclerosis (n = 7), and healthy bifurcation geometries (n = 6). Hemodynamic parameters associated with vascular dysfunction and clot formation, including shear rate, oscillatory shear index (OSI), low velocity, and flow stasis were calculated and compared between the subject groups. Patients with CaW had significantly larger regions containing low shear rate, high OSI, low velocity, and flow stasis in comparison to subjects with mild atherosclerosis or normal bifurcations. These abnormal hemodynamic metrics in patients with CaW are associated with clot formation and vascular dysfunction and suggest that hemodynamic assessment may be a tool to assess stroke risk in these patients.


Subject(s)
Carotid Artery Diseases , Hemodynamics , Humans , Male , Carotid Artery Diseases/physiopathology , Carotid Artery Diseases/diagnostic imaging , Female , Middle Aged , Aged , Carotid Arteries/diagnostic imaging , Carotid Arteries/physiopathology , Computed Tomography Angiography , Thrombosis/physiopathology , Thrombosis/diagnostic imaging , Magnetic Resonance Imaging
15.
Medicina (Kaunas) ; 60(5)2024 May 20.
Article in English | MEDLINE | ID: mdl-38793019

ABSTRACT

Background and objective: carotid artery stenosis contributes significantly to ischemic strokes, with management options including carotid endarterectomy (CEA) and carotid artery stenting (CAS) ischemic stroke risk can be reduced. Controversies persist regarding their efficacy and factors influencing complications, and understanding the relationship between atherosclerotic plaque characteristics and stent restenosis after CAS is crucial. Methods: we conducted a retrospective study involving 221 patients who underwent CAS for symptomatic or asymptomatic carotid artery stenosis. Comprehensive assessments of plaque morphology were performed using contrast-enhanced ultrasound (CEUS) before CAS. Patient demographics, including smoking status and diabetes, were also recorded. Stent restenosis was diagnosed using various imaging modalities, including ultrasound, angiography, and digital subtraction angiography (DSA). Results: plaque analysis using CEUS revealed a significant association between plaque grade and restenosis incidence (p < 0.001), particularly with grade 0 (11.1%) and grade 2 plaques (66.7%). Smoking was notably associated with plaque vascularization and restenosis (p < 0.001), while diabetes did not significantly impact plaque characteristics or restenosis risk (p > 0.05). The mean duration of restenosis was 17.67 months. Stenting was the most frequent treatment modality for restenosis (70.6%). However, no significant relationship was found between restenosis type and plaque morphology (p = 0.268). Furthermore, while no clear relationship was observed between plaque morphology and the type of restenosis, our findings underscored the importance of plaque characterization in predicting post-CAS outcomes. Conclusions: this study highlights the utility of CEUS in predicting stent restenosis following CAS. There was a significant association between stent restenosis within 12-24 months after the carotid stenting procedure and an elevated grade of plaque vascularization. Moreover, one of the main factors possibly determining the grade of plaque vascularization was smoking. Further research is warranted to elucidate the underlying mechanisms and refine risk stratification in this patient population.


Subject(s)
Carotid Stenosis , Contrast Media , Plaque, Atherosclerotic , Stents , Ultrasonography , Humans , Retrospective Studies , Male , Female , Aged , Stents/adverse effects , Carotid Stenosis/surgery , Carotid Stenosis/diagnostic imaging , Plaque, Atherosclerotic/diagnostic imaging , Middle Aged , Ultrasonography/methods , Carotid Arteries/diagnostic imaging , Carotid Arteries/surgery , Angiography, Digital Subtraction/methods , Aged, 80 and over , Risk Factors
16.
Int J Cardiovasc Imaging ; 40(6): 1283-1303, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38678144

ABSTRACT

The quantification of carotid plaque has been routinely used to predict cardiovascular risk in cardiovascular disease (CVD) and coronary artery disease (CAD). To determine how well carotid plaque features predict the likelihood of CAD and cardiovascular (CV) events using deep learning (DL) and compare against the machine learning (ML) paradigm. The participants in this study consisted of 459 individuals who had undergone coronary angiography, contrast-enhanced ultrasonography, and focused carotid B-mode ultrasound. Each patient was tracked for thirty days. The measurements on these patients consisted of maximum plaque height (MPH), total plaque area (TPA), carotid intima-media thickness (cIMT), and intraplaque neovascularization (IPN). CAD risk and CV event stratification were performed by applying eight types of DL-based models. Univariate and multivariate analysis was also conducted to predict the most significant risk predictors. The DL's model effectiveness was evaluated by the area-under-the-curve measurement while the CV event prediction was evaluated using the Cox proportional hazard model (CPHM) and compared against the DL-based concordance index (c-index). IPN showed a substantial ability to predict CV events (p < 0.0001). The best DL system improved by 21% (0.929 vs. 0.762) over the best ML system. DL-based CV event prediction showed a ~ 17% increase in DL-based c-index compared to the CPHM (0.86 vs. 0.73). CAD and CV incidents were linked to IPN and carotid imaging characteristics. For survival analysis and CAD prediction, the DL-based system performs superior to ML-based models.


Subject(s)
Carotid Artery Diseases , Carotid Intima-Media Thickness , Coronary Artery Disease , Deep Learning , Heart Disease Risk Factors , Plaque, Atherosclerotic , Predictive Value of Tests , Humans , Risk Assessment , Male , Female , Middle Aged , Aged , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/mortality , Carotid Artery Diseases/complications , Prognosis , Coronary Artery Disease/diagnostic imaging , Coronary Artery Disease/mortality , Time Factors , Canada/epidemiology , Coronary Angiography , Carotid Arteries/diagnostic imaging , Image Interpretation, Computer-Assisted , Risk Factors , Decision Support Techniques
17.
Magn Reson Med ; 92(3): 1095-1103, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38576077

ABSTRACT

PURPOSE: To develop a method that achieves simultaneous brain and neck time-of-flight (ToF) magnetic resonance angiography (MRA) within feasible scan timeframes. METHODS: Localized quadratic (LQ) encoding is efficient for both signal-to-noise ratio (SNR) and in-flow enhancement. We proposed a spiral multiband LQ method to enable simultaneous intracranial and carotid ToF-MRA within a single scan. To address the venous signal contamination that becomes a challenge with multiband (MB) ToF, tilt-optimized non-saturated excitation (TONE) and partial-Fourier slice selection (PFSS) were further introduced in the LQ framework to mitigate the venous signal and improve artery contrast. A sequential spiral MB and LQ reconstruction pipeline was employed to obtain the brain-and-neck image volumes. RESULTS: The proposed MB method was able to achieve simultaneous brain and neck ToF-MRA within a 2:50-min scan. The complementarily boosted SNR-efficiency by MB and LQ acquisitions allows for the increased spatial coverage without increase in scan time or noticeable compromise in SNR. The incorporation of both TONE and PFSS effectively alleviated the venous contamination with improved small vessel sensitivity. Selection of scan parameters such as the LQ factor and flip angle reflected the trade-off among SNR, blood contrast, and venous suppression. CONCLUSIONS: A novel MB spiral LQ approach was proposed to enable fast intracranial and carotid ToF-MRA with minimized venous corruption. The method has shown promise in MRA applications where large spatial coverage is necessary.


Subject(s)
Brain , Magnetic Resonance Angiography , Neck , Signal-To-Noise Ratio , Humans , Magnetic Resonance Angiography/methods , Neck/diagnostic imaging , Brain/diagnostic imaging , Algorithms , Image Processing, Computer-Assisted/methods , Carotid Arteries/diagnostic imaging , Adult , Male
18.
Am J Emerg Med ; 80: 168-173, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38613985

ABSTRACT

OBJECTIVES: The reliability of manual pulse checks has been questioned but is still recommended in cardiopulmonary resuscitation (CPR) guidelines. The aim is to compare the 10-s carotid pulse check (CPC) between heart massage cycles with the continuous femoral pulse check (CoFe PuC) in CPR, and to propose a better location to shorten the interruption times for pulse check. METHODS: A prospective study was conducted on 117 Non-traumatic CPR patients between January 2020 and January 2022. A total of 702 dependent pulse measurements were executed, where carotid and femoral pulses were simultaneously assessed. Cardiac ultrasound, end-tidal CO2, saturation, respiration, and blood pressure were employed for pulse validation. RESULTS: The decision time for determining the presence of a pulse in the last cycle of CPR was 3.03 ± 1.26 s for CoFe PuC, significantly shorter than the 10.31 ± 5.24 s for CPC. CoFe PuC predicted the absence of pulse with 74% sensitivity and 88% specificity, while CPC predicted the absence of pulse with 91% sensitivity and 61% specificity. CONCLUSION: CoFe PuC provides much earlier and more effective information about the pulse than CPC. This shortens the interruption times in CPR. CoFe PuC should be recommended as a new and useful method in CPR guidelines.


Subject(s)
Cardiopulmonary Resuscitation , Pulse , Humans , Cardiopulmonary Resuscitation/methods , Cardiopulmonary Resuscitation/standards , Prospective Studies , Male , Female , Middle Aged , Aged , Femoral Artery , Reproducibility of Results , Adult , Heart Massage/methods , Heart Massage/standards , Carotid Arteries/diagnostic imaging
19.
Atherosclerosis ; 393: 117515, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38582639

ABSTRACT

BACKGROUND AND AIMS: Atherosclerosis is accompanied by pre-clinical vascular changes that can be detected using ultrasound imaging. We examined the value of such pre-clinical features in identifying young adults who are at risk of developing atherosclerotic cardiovascular disease (ASCVD). METHODS: A total of 2641 individuals free of ASCVD were examined at the mean age of 32 years (range 24-45 years) for carotid artery intima-media thickness (IMT) and carotid plaques, carotid artery elasticity, and brachial artery flow-mediated endothelium-dependent vasodilation (FMD). The average follow-up time to event/censoring was 16 years (range 1-17 years). RESULTS: Sixty-seven individuals developed ASCVD (incidence 2.5%). The lowest incidence (1.1%) was observed among those who were estimated of having low risk according to the SCORE2 risk algorithm (<2.5% 10-year risk) and who did not have plaque or high IMT (upper decile). The highest incidence (11.0%) was among those who were estimated of having a high risk (≥2.5% 10-year risk) and had positive ultrasound scan for carotid plaque and/or high IMT (upper decile). Carotid plaque and high IMT remained independently associated with higher risk in multivariate models. The distributions of carotid elasticity indices and brachial FMD did not differ between cases and non-cases. CONCLUSIONS: Screening for carotid plaque and high IMT in young adults may help identify individuals at high risk for future ASCVD.


Subject(s)
Atherosclerosis , Brachial Artery , Carotid Artery Diseases , Carotid Intima-Media Thickness , Plaque, Atherosclerotic , Humans , Adult , Male , Female , Finland/epidemiology , Young Adult , Brachial Artery/physiopathology , Brachial Artery/diagnostic imaging , Incidence , Middle Aged , Atherosclerosis/epidemiology , Atherosclerosis/diagnostic imaging , Atherosclerosis/diagnosis , Atherosclerosis/physiopathology , Carotid Artery Diseases/epidemiology , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/physiopathology , Risk Assessment , Vasodilation , Carotid Arteries/diagnostic imaging , Carotid Arteries/physiopathology , Asymptomatic Diseases , Heart Disease Risk Factors , Predictive Value of Tests , Cardiovascular Diseases/epidemiology , Risk Factors , Age Factors , Time Factors , Vascular Stiffness , Elasticity
20.
Biomater Sci ; 12(10): 2743-2754, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38639493

ABSTRACT

Highly sensitive iron oxide nanoparticles with stable, safe and efficient surface functionalization, as potential substitutes for gadolinium-based contrast agents (GBCAs) with increasing biosafety concerns, exhibit great potential for high-performance magnetic resonance angiography (MRA). Herein, we developed ultrasmall catechol-PEG-anchored ferrite nanoparticles (PEG-UMFNPs) for highly sensitive MRA. The obtained nanoprobe has a high T1 relaxivity value (7.2 mM-1 s-1) due to its ultrasmall size and Mn doping. It has a suitable hydrodynamic size of 20 nm, which prevents rapid vascular extravasation and renal clearance and prolongs its blood circulation time. In vivo MRA at 3.0 T using the nanoprobe shows that the arteries and veins of rats, even blood vessels as small as 0.32 mm, are distinctly visible, and the contrast enhancement can last for at least 1 h. In addition, due to the outstanding contrast enhancement and long circulation time, the stenosis and recanalization process of the rat's carotid artery can be continuously monitored with a single injection of the nanoprobe. Our study indicates that PEG-UMFNPs are outstanding MR imaging nanoprobes that can be used to diagnose vascular diseases without the biosafety issues of GBCAs.


Subject(s)
Catechols , Contrast Media , Ferric Compounds , Magnetic Resonance Angiography , Polyethylene Glycols , Rats, Sprague-Dawley , Animals , Polyethylene Glycols/chemistry , Rats , Catechols/chemistry , Ferric Compounds/chemistry , Contrast Media/chemistry , Male , Nanoparticles/chemistry , Carotid Arteries/diagnostic imaging
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