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Rohlén R, Jiang B, Nyman E, Wester P, Näslund U, Grönlund C. Interframe Echo Intensity Variation of Subregions and Whole Plaque in Two-Dimensional Carotid Ultrasonography: Simulations and In Vivo Observations. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:1033-1046. [PMID: 36264181 DOI: 10.1002/jum.16114] [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: 04/19/2022] [Revised: 09/26/2022] [Accepted: 10/02/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVES The risk of cardiovascular disease is associated with the echo intensity of carotid plaques in ultrasound images and their cardiac cycle-induced intensity variations. In this study, we aimed to 1) explore the underlying origin of echo intensity variations by using simulations and 2) evaluate the association between the two-dimensional (2D) spatial distribution of these echo intensity variations and plaque vulnerability. METHODS First, we analyzed how out-of-plane motion and compression of simulated scattering spheres of different sizes affect the ultrasound echo intensity. Next, we propose a method to analyze the features of the 2D spatial distribution of interframe plaque echo intensity in carotid ultrasound image sequences and explore their associations with plaque vulnerability in experimental data. RESULTS The simulations showed that the magnitude of echo intensity changes was similar for both the out-of-plane motion and compression, but for scattering objects smaller than 1 mm radius, the out-of-plane motion dominated. In experimental data, maps of the 2D spatial distribution of the echo intensity variations had a low correlation with standard B-mode echo intensity distribution, indicating complementary information on plaque tissue composition. In addition, we found the existence of ∼1 mm diameter subregions with pronounced echo intensity variations associated with plaque vulnerability. CONCLUSIONS The results indicate that out-of-plane motion contributes to intra-plaque regions of high echo intensity variation. The 2D echo intensity variation maps may provide complementary information for assessing plaque composition and vulnerability. Further studies are needed to verify this method's role in identifying vulnerable plaques and predicting cardiovascular disease risk.
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Affiliation(s)
- Robin Rohlén
- Department of Radiation Sciences, Radiation Physics, Biomedical Engineering, Umeå University, Umeå, Sweden
| | - Biao Jiang
- Department of Radiation Sciences, Radiation Physics, Biomedical Engineering, Umeå University, Umeå, Sweden
| | - Emma Nyman
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Per Wester
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Ulf Näslund
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Christer Grönlund
- Department of Radiation Sciences, Radiation Physics, Biomedical Engineering, Umeå University, Umeå, Sweden
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2
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Mastroiacovo D, Mengozzi A, Dentali F, Pomero F, Virdis A, Camerota A, Muselli M, Necozione S, Bocale R, Ferri C, Desideri G. Enhanced Carotid Plaque Echolucency Is Associated with Reduced Cognitive Performance in Elderly Patients with Atherosclerotic Disease Independently on Metabolic Profile. Metabolites 2023; 13:metabo13040478. [PMID: 37110137 PMCID: PMC10144528 DOI: 10.3390/metabo13040478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 02/27/2023] [Accepted: 03/22/2023] [Indexed: 03/29/2023] Open
Abstract
Vulnerable carotid atherosclerotic plaques are related to an increased risk of cognitive impairment and dementia in advanced age. In this study, we investigated the relationship between the echogenicity of carotid plaques and cognitive performance in patients with asymptomatic carotid atherosclerotic plaques. We enrolled 113 patients aged 65 years or more (72.4 ± 5.9 years) who underwent carotid duplex ultrasound to evaluate plaque echogenicity by grey-scale median (GSM) and neuropsychological tests to assess cognitive function. The GSM values at baseline were inversely correlated with the number of seconds required to complete Trail Makin Test (TMT) A (rho: −0.442; p < 0.0001), TMT B (rho: −0.460; p < 0.0001) and TMT B-A (rho: −0.333; p < 0.0001) and directly correlated with Mini Mental State Examination (MMSE) and Verbal Fluency Test (VFT) score (rho: 0.217; p = 0.021 and rho: 0.375; p < 0.0001, respectively) and the composite cognitive z-score (rho: 0.464; p < 0.0001). After a mean period of 3.5 ± 0.5 years, 55 patients were reevaluated according to the same baseline study protocol. Patients with baseline GSM value higher than the median value of 29 did not show any significant variation in the z-score. Instead, those with GSM ≤ 29 showed a significant worsening of z-score (−1.2; p = 0.0258). In conclusion, this study demonstrates the existence of an inverse relationship between the echolucency of carotid plaques and cognitive function in elderly patients with atherosclerotic carotid disease. These data suggest that the assessment of plaque echogenicity if used appropriately, might aid in identifying subjects at increased risk for cognitive dysfunction.
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Affiliation(s)
- Daniela Mastroiacovo
- Angiology Unit, Medical Department, “SS. Filippo and Nicola” Hospital, Avezzano, 67051 L’Aquila, Italy
| | - Alessandro Mengozzi
- Department of Clinical and Experimental Medicine, University of Pisa, 56126 Pisa, Italy
- Center for Translational and Experimental Cardiology (CTEC), Department of Cardiology, Zurich University Hospital, University of Zurich, 8952 Schlieren, Switzerland
- Institute of Life Sciences, Scuola Superiore Sant’Anna, 56126 Pisa, Italy
| | - Francesco Dentali
- Department of Medicine and Surgery, Insubria University, 21100 Varese, Italy
| | - Fulvio Pomero
- Department of Internal Medicine, Michele and Pietro Ferrero Hospital, Verduno, 12060 Cuneo, Italy
| | - Agostino Virdis
- Department of Clinical and Experimental Medicine, University of Pisa, 56126 Pisa, Italy
| | - Antonio Camerota
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy
| | - Mario Muselli
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy
| | - Stefano Necozione
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy
| | - Raffaella Bocale
- Division of Endocrine Surgery, Agostino Gemelli University Hospital Foundation IRCCS, Catholic University of the Sacred Heart, 00168 Rome, Italy
| | - Claudio Ferri
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy
| | - Giovambattista Desideri
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy
- Correspondence: ; Tel.: +39-0863499256
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Role of Preoperative Ultrasound Shear-Wave Elastography and Radiofrequency-Based Arterial Wall Tracking in Assessing the Vulnerability of Carotid Plaques: Preliminary Results. Diagnostics (Basel) 2023; 13:diagnostics13040805. [PMID: 36832293 PMCID: PMC9955800 DOI: 10.3390/diagnostics13040805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 02/03/2023] [Accepted: 02/19/2023] [Indexed: 02/23/2023] Open
Abstract
We aimed at evaluating the ability of point shear-wave elastography (pSWE) and of a radiofrequency (RF) echo-tracking-based method in preoperatively assessing the vulnerability of the carotid plaque in patients undergoing carotid endarterectomy (CEA) for significant asymptomatic stenosis. All patients who underwent CEA from 03/2021 to 03/2022 performed a preoperative pSWE and an RF echo-based wall evaluation of arterial stiffness using an Esaote MyLab ultrasound system (EsaoteTM, Genova, Italy) with dedicated software. The data derived from these evaluations (Young's modulus (YM), augmentation index (AIx), pulse-wave velocity (PWV)) were correlated with the outcome of the analysis of the plaque removed during the surgery. Data were analyzed on 63 patients (33 vulnerable and 30 stable plaques). In stable plaques, YM was significantly higher than in vulnerable plaques (49.6 + 8.1 kPa vs. 24.6 + 4.3 kPa, p = 0.009). AIx also tended to be slightly higher in stable plaques, even if it was not statistically significant (10.4 + 0.9% vs. 7.7 + 0.9%, p = 0.16). The PWV was similar (12.2 + 0.9 m/s for stable plaques vs. 10.6 + 0.5 m/s for vulnerable plaques, p = 0.16). For YM, values >34 kPa had a sensitivity of 50% and a specificity of 73.3% in predicting plaque nonvulnerability (area under the curve = 0.66). Preoperative measurement of YM by means of pSWE could be a noninvasive and easily applicable tool for assessing the preoperative risk of plaque vulnerability in asymptomatic patients who are candidates for CEA.
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4
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Fukushima D, Kondo K, Harada N, Terazono S, Uchino K, Shibuya K, Sugo N. Quantitative comparison between carotid plaque hardness and histopathological findings: an observational study. Diagn Pathol 2022; 17:58. [PMID: 35818059 PMCID: PMC9275256 DOI: 10.1186/s13000-022-01239-y] [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: 12/24/2021] [Accepted: 06/12/2022] [Indexed: 12/02/2022] Open
Abstract
Background Plaque hardness in carotid artery stenosis correlates with cerebral infarction. This study aimed to quantitatively compare plaque hardness with histopathological findings and identify the pathological factors involved in plaque hardness. Methods This study included 84 patients (89 lesions) undergoing carotid endarterectomy (CEA) at our institution. Plaque hardness was quantitatively measured immediately after excision using a hardness meter. Collagen and calcification were evaluated as the pathological factors. Collagen was stained with Elastica van Gieson stain, converted to a gray-scale image, and displayed in a 256-step histogram. The median gray-scale median (GSM) was used as the collagen content. The degree of calcification was defined by the hematoxylin–eosin stain as follows: "0:" no calcification, "1:" scattered microcalcification, or "2:" calcification greater than 1 mm or more than 2% of the total calcification. Carotid echocardiographic findings, specifically echoluminance or the brightness of the narrowest lesion of the plaque, classified as hypo-, iso-, or hyper-echoic by comparison with the intima-media complex surrounding the plaque, and clinical data were reviewed. Results Plaque hardness was significantly negatively correlated with GSM [Spearman's correlation coefficient: -0.7137 (p < 0.0001)]: the harder the plaque, the higher the collagen content. There were significant differences between plaque hardness and degree of calcification between "0" and "2" (p = 0.0206). For plaque hardness and echoluminance (hypo-iso-hyper), significant differences were found between hypo-iso (p = 0.0220), hypo-hyper (p = 0.0006), and iso-hyper (p = 0.0015): the harder the plaque, the higher the luminance. In single regression analysis, GSM, sex, and diabetes mellitus were significant variables, and in multiple regression analysis, only GSM was extracted as a significant variable. Conclusions Plaque hardness was associated with a higher amount of collagen, which is the main component of the fibrous cap. Greater plaque hardness was associated with increased plaque stability. The degree of calcification may also be associated with plaque hardness.
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Affiliation(s)
- Daisuke Fukushima
- Department of Neurosurgery (Omori), School of Medicine, Faculty of Medicine, Toho University, Tokyo, 143-8541, Japan.
| | - Kosuke Kondo
- Department of Neurosurgery (Omori), School of Medicine, Faculty of Medicine, Toho University, Tokyo, 143-8541, Japan
| | - Naoyuki Harada
- Department of Neurosurgery (Omori), School of Medicine, Faculty of Medicine, Toho University, Tokyo, 143-8541, Japan
| | - Sayaka Terazono
- Department of Neurosurgery (Omori), School of Medicine, Faculty of Medicine, Toho University, Tokyo, 143-8541, Japan
| | - Kei Uchino
- Department of Neurosurgery (Omori), School of Medicine, Faculty of Medicine, Toho University, Tokyo, 143-8541, Japan
| | - Kazutoshi Shibuya
- Department of Pathology, Toho University Omori Medical Center, Tokyo, Japan
| | - Nobuo Sugo
- Department of Neurosurgery (Omori), School of Medicine, Faculty of Medicine, Toho University, Tokyo, 143-8541, Japan
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Murphy SJ, Lim ST, Kinsella JA, Tierney S, Egan B, Feeley TM, Dooley C, Kelly J, Murphy SM, Walsh RA, Collins R, Coughlan T, O'Neill D, Harbison JA, Madhavan P, O'Neill SM, Colgan MP, Meaney JF, Hamilton G, McCabe DJ. Simultaneous assessment of plaque morphology, cerebral micro-embolic signal status and platelet biomarkers in patients with recently symptomatic and asymptomatic carotid stenosis. J Cereb Blood Flow Metab 2020; 40:2201-2214. [PMID: 31711341 PMCID: PMC7585923 DOI: 10.1177/0271678x19884427] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The relationship between plaque morphology, cerebral micro-embolic signals (MES) and platelet biomarkers in carotid stenosis patients warrants investigation.We combined data from two prospective, observational studies to assess carotid plaque morphology and relationship with cerebral MES and platelet biomarkers in patients with recently symptomatic (≤4 weeks of transient ischaemic attack (TIA)/ischaemic stroke) versus asymptomatic carotid stenosis. Plaque morphology on ultrasound was graded with Grey-Scale Median (GSM) and Gray-Weale (GW) scoring. Bilateral transcranial Doppler ultrasound classified patients as 'MES+ve' or 'MES-ve'. Full blood counts were analysed and flow cytometry quantified CD62P and CD63 expression, leucocyte-platelet complexes and reticulated platelets.Data from 42 recently symptomatic carotid stenosis patients were compared with those from 36 asymptomatic patients. There were no differences in median GSM scores between symptomatic and asymptomatic patients (25 vs. 30; P = 0.31) or between MES+ve vs. MES-ve symptomatic patients (36 vs. 25; P = 0.09). Symptomatic patients with GSM-echodense plaques (GSM ≥25) had higher platelet counts (228 vs. 191 × 109/L), neutrophil-platelet (3.3 vs. 2.7%), monocyte-platelet (6.3 vs. 4.55%) and lymphocyte-platelet complexes (2.91 vs. 2.53%) than 'asymptomatic patients with GSM-echodense plaques' (P ≤ 0.03).Recently, symptomatic carotid stenosis patients with 'GSM-echodense plaques' have enhanced platelet production/secretion/activation compared with their asymptomatic counterparts. Simultaneous assessment with neurovascular imaging and platelet biomarkers may aid risk-stratification in carotid stenosis.
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Affiliation(s)
- Stephen J Murphy
- Department of Neurology, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Stroke Service, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Soon T Lim
- Department of Neurology, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Stroke Service, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Justin A Kinsella
- Department of Neurology, St Vincent's University Hospital, University College Dublin, Dublin, Ireland
| | - Sean Tierney
- Department of Vascular Surgery, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Bridget Egan
- Department of Vascular Surgery, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Tim M Feeley
- Department of Vascular Surgery, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Dublin Midlands Hospital Group, Dublin, Ireland
| | - Clare Dooley
- Department of Vascular Surgery, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - James Kelly
- Department of Vascular Surgery, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Sinead M Murphy
- Department of Neurology, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Stroke Service, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Age-Related Health Care Department, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Richard A Walsh
- Department of Neurology, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Age-Related Health Care Department, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Ronan Collins
- Stroke Service, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Age-Related Health Care Department, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Tara Coughlan
- Stroke Service, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Department of Medicine for the Elderly/Stroke Service, St James's Hospital/Trinity College Dublin, Dublin, Ireland
| | - Desmond O'Neill
- Stroke Service, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Age-Related Health Care Department, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland
| | - Joseph A Harbison
- Department of Medicine for the Elderly/Stroke Service, St James's Hospital/Trinity College Dublin, Dublin, Ireland
| | - Prakash Madhavan
- Department of Vascular Surgery, St James's Hospital/Trinity College Dublin, Dublin, Ireland
| | - Sean M O'Neill
- Department of Vascular Surgery, St James's Hospital/Trinity College Dublin, Dublin, Ireland
| | - Mary P Colgan
- Centre for Advanced Medical Imaging, Department of Radiology, St James's Hospital/Trinity College Dublin, Dublin, Ireland
| | - Jim F Meaney
- Centre for Advanced Medical Imaging, Department of Radiology, St James's Hospital/Trinity College Dublin, Dublin, Ireland
| | - George Hamilton
- Department of Vascular Surgery, University Department of Surgery, Royal Free Hampstead NHS Trust, London, UK
| | - Dominick Jh McCabe
- Department of Neurology, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Stroke Service, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Academic Unit of Neurology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Department of Clinical Neurosciences, Royal Free Campus, UCL Institute of Neurology, London, UK.,Vascular Neurology Research Foundation c/o Department of Neurology, The Adelaide and Meath Hospital, Dublin, incorporating the National Children's Hospital/Tallaght University Hospital, Dublin, Ireland.,Irish Centre for Vascular Biology, Dublin, Ireland.,Stroke Clinical Trials Network Ireland, Dublin, Ireland
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Bath J, Smith JB, Kruse RL, Vogel TR. Neutrophil-lymphocyte ratio predicts disease severity and outcome after lower extremity procedures. J Vasc Surg 2019; 72:622-631. [PMID: 31882318 DOI: 10.1016/j.jvs.2019.10.094] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 10/28/2019] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Neutrophil-lymphocyte ratio (NLR) has been associated with inferior outcomes after lower extremity interventions. NLR has been associated with systemic inflammation and atherosclerotic burden. We examined NLR, severity of peripheral artery disease (PAD), and outcomes after endovascular or open surgical procedures. METHODS Inpatients undergoing lower extremity procedures (2008-2016) were selected from Cerner Health Facts database (Cerner Corporation, North Kansas City, Mo) using International Classification of Diseases, Ninth Revision procedure codes. Disease severity was grouped into claudication, rest pain, and tissue loss. Outcomes were identified using International Classification of Diseases, Ninth Revision codes. NLR was calculated preoperatively and postoperatively. A χ2 analysis and multivariable logistic regression were performed. A receiver operating characteristic curve analysis was used to determine the cutoff for preoperative (low, <3.65; high, ≥3.65) and postoperative (low, <5.96; high, ≥5.96) NLR values. RESULTS There were 3687 patients evaluated; 2183 (59%) underwent endovascular procedures and 1504 (41%) had open procedures. Compared with black patients, claudication was more frequent in white patients (81.7% vs 72.7%; P < .0001), and tissue loss was less common (12.9% vs 20.9%; P < .0001). NLR values were higher for patients with tissue loss than for patients with rest pain or claudication (4.89, 4.33, and 3.11, respectively; P < .0001). Open procedures were associated with higher postoperative NLR values than endovascular procedures (6.8 vs 5.2; P < .0001). Mean preoperative and postoperative NLR values were greater in patients with more severe PAD. Multivariable analysis demonstrated that preoperative high NLR was strongly associated with in-hospital death (odds ratio [OR], 5.4; 95% confidence interval [CI], 1.68-17.07), cardiac complications (OR, 2.9; 95% CI, 1.57-5.40), amputation (OR, 2.5; 95% CI, 1.65-3.87), renal failure (OR, 1.9; 95% CI, 1.18-2.93), respiratory complications (OR, 1.7; 95% CI, 1.09-2.76), and prolonged length of stay (OR, 1.9; 95% CI, 1.89-3.71). CONCLUSIONS Preoperative and postoperative NLR significantly increases with disease severity for PAD, providing further evidence of NLR as a biomarker of a patient's systemic inflammatory state. After adjustment for confounders, NLR still remained strongly associated with death and other adverse outcomes after intervention for PAD. Further study of the clinical association of NLR with other vascular disorders, such as symptomatic carotid stenosis and symptomatic and ruptured aortic aneurysmal disease, is planned to guide individualized treatment to prevent stroke or aneurysm rupture.
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Affiliation(s)
- Jonathan Bath
- Division of Vascular Surgery, University of Missouri, Columbia, Mo.
| | - Jamie B Smith
- Department of Family and Community Medicine, University of Missouri, Columbia, Mo
| | - Robin L Kruse
- Department of Family and Community Medicine, University of Missouri, Columbia, Mo
| | - Todd R Vogel
- Division of Vascular Surgery, University of Missouri, Columbia, Mo
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7
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Steffel CN, Brown R, Korcarz CE, Varghese T, Stein JH, Wilbrand SM, Dempsey RJ, Mitchell CC. Influence of Ultrasound System and Gain on Grayscale Median Values. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2019; 38:307-319. [PMID: 30027550 PMCID: PMC6339613 DOI: 10.1002/jum.14690] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 03/22/2018] [Accepted: 04/21/2018] [Indexed: 06/08/2023]
Abstract
OBJECTIVES The purpose of this study was to determine the reliability of grayscale median (GSM) measurements across different ultrasound (US) systems and effects of gain on GSM values. METHODS Two vessels in a grayscale vascular phantom were imaged with 7 US systems at 3 gain settings. Two human participants were imaged at 3 gain settings. Each image was normalized, standardized, and segmented by expert and novice readers using grayscale analysis software. The concordance correlation coefficient (CCC) assessed agreement of GSM values for each system across gain settings and vessels and between readers. The intraclass correlation coefficient (ICC) assessed system-level reader concordance across gain settings and vessels. A general linear mixed model for repeated measures was used to assess within- and between-system mean GSM values. RESULTS Grayscale median measurements performed on images from the same US system yielded excellent (CCC) (95% confidence intervals): 0.85 (0.75, 0.92) to 0.96 (0.92, 0.98). ICC per system were 0.94 to 0.98 for the expert reader and 0.85 to 0.95 for the novice reader. Gain adjustments above and below an optimal setting contributed to significantly different intrasystem GSM values on 4 of 7 systems in the near zone and 5 of 7 systems in the far zone (P < .05). Intersystem GSM values differed on 5 of 7 systems (P < .05). Images from the human participants showed differences in GSM values at optimum gain values ± 10 dB/%. CONCLUSIONS Grayscale median measurements are highly reproducible when obtained from the same US system with similar gain settings. Grayscale median values differ significantly across gain values and between systems. Researchers should consider the impact of US system and gain settings on GSM values when working to minimize system- and operator-dependent factors.
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Affiliation(s)
- Catherine N Steffel
- Department of Medical Physics, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
| | - Roger Brown
- Research Design and Statistics Unit, University of Wisconsin Schools of Nursing, Medicine, and Public Health, Madison, Wisconsin USA
| | - Claudia E Korcarz
- Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
| | - Tomy Varghese
- Department of Medical Physics, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
| | - James H Stein
- Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
| | - Stephanie M Wilbrand
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin USA
| | - Robert J Dempsey
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin USA
| | - Carol C Mitchell
- Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
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8
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Huang M, Hippe DS, Huang L, Zhao X, Luo J, Zeng Q, Yuan C. A Noninvasive Sonographic Study of Multisite Atherosclerosis in an Elderly Chinese Population. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2017; 36:639-647. [PMID: 28150376 DOI: 10.7863/ultra.16.03079] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Accepted: 06/22/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVES A sonographic study was conducted to determine the prevalence of atherosclerosis across multiple arterial beds in an elderly Chinese population and to examine relationships between detected atherosclerosis and traditional risk factors. METHODS A total of 197 participants underwent sonography of the abdominal aorta and bilateral carotid, femoral, and lower limb arteries. Images were reviewed to determine the presence or absence of plaques in each artery. Plaque thickness was measured as the indicator of plaque burden. Plaque prevalence was estimated per site and correlated with age, sex, and the Framingham Risk Score (FRS). Plaque frequency and thickness were compared between different arterial beds. RESULTS Of the 197 participants (54% female; age range, 58-86 years), 90% had plaques present in at least 1 artery, and 55% had plaques present in at least 4 arteries. The most common sites for plaques were the carotid arteries (80%), followed by the lower limb arteries (59%), femoral arteries (57%), and abdominal aorta (37%). Plaque prevalence in each arterial bed except the abdominal aorta was significantly associated with male participants (P < .05), increasing age (P < .003) and FRS (P < .04). Male participants were more likely to have carotid (P = .04), femoral (P = .045), and lower limb (P = .006) plaques than female participants, but there was no significant difference in aortic plaque prevalence between male and female participants (P = .9). CONCLUSIONS Plaque prevalence increased significantly in the carotid and peripheral arteries with increasing FRS. These findings should be considered for designing screening programs for stroke and heart attack prevention.
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Affiliation(s)
- Manwei Huang
- Department of Ultrasound, China Meitan General Hospital, Beijing, China
| | - Daniel S Hippe
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Lingyun Huang
- Clinical Sites Research Program, Philips Research China, Shanghai, China
| | - Xihai Zhao
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Jianwen Luo
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Qingyu Zeng
- Department of Radiology, China Meitan General Hospital, Beijing, China
| | - Chun Yuan
- Department of Radiology, University of Washington, Seattle, Washington, USA
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
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9
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Widman E, Caidahl K, Heyde B, D'hooge J, Larsson M. Ultrasound speckle tracking strain estimation of in vivo carotid artery plaque with in vitro sonomicrometry validation. ULTRASOUND IN MEDICINE & BIOLOGY 2015; 41:77-88. [PMID: 25308946 DOI: 10.1016/j.ultrasmedbio.2014.06.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2014] [Revised: 06/03/2014] [Accepted: 06/23/2014] [Indexed: 06/04/2023]
Abstract
Our objective was to validate a previously developed speckle tracking (ST) algorithm to assess strain in common carotid artery plaques. Radial and longitudinal strain was measured in common carotid artery gel phantoms with a plaque-mimicking inclusion using an in-house ST algorithm and sonomicrometry. Moreover, plaque strain by ST for seven patients (77 ± 6 y) with carotid atherosclerosis was compared with a quantitative visual assessment by two experienced physicians. In vitro, good correlation existed between ST and sonomicrometry peak strains, both radially (r = 0.96, p < 0.001) and longitudinally (r = 0.75, p < 0.01). In vivo, greater pulse pressure-adjusted radial and longitudinal strains were found in echolucent plaques than in echogenic plaques. This illustrates the feasibility of ultrasound ST strain estimation in plaques and the possibility of characterizing plaques using ST strain in vivo.
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Affiliation(s)
- Erik Widman
- Department of Medical Engineering, School of Technology and Health, KTH Royal Institute of Technology, Stockholm, Sweden.
| | - Kenneth Caidahl
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Brecht Heyde
- Cardiovascular Imaging & Dynamics, Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Jan D'hooge
- Cardiovascular Imaging & Dynamics, Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Matilda Larsson
- Department of Medical Engineering, School of Technology and Health, KTH Royal Institute of Technology, Stockholm, Sweden; Cardiovascular Imaging & Dynamics, Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
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Ramnarine KV, Garrard JW, Kanber B, Nduwayo S, Hartshorne TC, Robinson TG. Shear wave elastography imaging of carotid plaques: feasible, reproducible and of clinical potential. Cardiovasc Ultrasound 2014; 12:49. [PMID: 25487290 PMCID: PMC4293004 DOI: 10.1186/1476-7120-12-49] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 11/26/2014] [Indexed: 12/24/2022] Open
Abstract
Background Shear Wave Elastography (SWE) imaging is a novel ultrasound technique for quantifying tissue elasticity. Studies have demonstrated that SWE is able to differentiate between diseased and normal tissue in a wide range clinical applications. However its applicability to atherosclerotic carotid disease has not been established. The aim of this study was to assess the feasibility and potential clinical benefit of using SWE imaging for the assessment of carotid plaques. Methods Eighty-one patients (mean age 76 years, 51 male) underwent greyscale and SWE imaging. Elasticity was quantified by measuring mean Young’s Modulus (YM) within the plaque and within the vessel wall. Echogenicity was assessed using the Gray-Weale classification scale and the greyscale median (GSM). Results Fifty four plaques with stenosis greater than 30% were assessed. Reproducibility of YM measurements, quantified by the inter-frame coefficient of variation, was 22% within the vessel wall and 19% within the carotid plaque. Correlation with percentage stenosis was significant for plaque YM (p = 0.003), but insignificant for plaque GSM (p = 0.46). Plaques associated with focal neurological symptoms had significantly lower mean YM than plaques in asymptomatic patients (62 kPa vs 88 kPa; p = 0.01). Logistic regression and Receiver Operating Characteristic (ROC) analysis showed improvements in sensitivity and specificity when percentage stenosis was combined with the YM (area under ROC = 0.78). Conclusions Our study showed SWE is able to quantify carotid plaque elasticity and provide additional information that may be of clinical benefit to help identify the unstable carotid plaque. Electronic supplementary material The online version of this article (doi:10.1186/1476-7120-12-49) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kumar V Ramnarine
- Department of Medical Physics, University Hospitals of Leicester NHS Trust, Sandringham Building, Level 1, Leicester Royal Infirmary, Infirmary Square, Leicester LE1 5WW UK.
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