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Kassem M, Gorissen T, Albenwan M, Bierens J, van Dam-Nolen DHK, Liem MI, Hofman PAM, Wildberger JE, Hendrikse J, Mess W, Nederkoorn PJ, Bos D, Nelemans P, van Oostenbrugge RJ, Kooi ME. The relationship between fibrous cap status or plaque surface morphology and intraplaque hemorrhage volume over time: The PARISK Study. J Stroke Cerebrovasc Dis 2025; 34:108283. [PMID: 40081118 DOI: 10.1016/j.jstrokecerebrovasdis.2025.108283] [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: 12/16/2024] [Revised: 03/06/2025] [Accepted: 03/07/2025] [Indexed: 03/15/2025] Open
Abstract
BACKGROUND Carotid intraplaque hemorrhage (IPH) is a strong predictor of stroke, but factors contributing to IPH development are incompletely understood. Therefore, we investigate the longitudinal relationship between a thin/ruptured fibrous cap (TRFC)/disrupted plaque surface and IPH volume. METHODS 116 ischemic TIA/stroke patients with ipsilateral carotid plaques underwent baseline and two-year follow-up MRI. IPH and fibrous cap status (thick versus TRFC) on MRI and disruption of the plaque surface (smooth versus fissure/ulceration) on CTA were assessed. RESULTS In the TRFC and disrupted plaque surface groups, the median IPH volume (tended) to decrease during follow-up (baseline: 97.3 IQR: [3.2-193.3] mm3 versus follow-up: 29.7 [0.0-115.1] mm3, p = 0.09, and baseline: 25.1 [0.0-166.2] mm3 versus follow-up: 11.2 [0.0-68.3] mm3, p = 0.04, respectively). In the group with a thick fibrous cap/smooth plaque surface, the median IPH volumes were zero at baseline and follow-up. The risk of IPH progression was higher in the TRFC/disrupted plaque groups (risk ratio (RR): 2.9 and 2.0, respectively) than in patients with a thick fibrous cap/smooth plaque surface. CONCLUSION TIA/stroke patients with a TRFC/disrupted plaque showed a net decrease in IPH volume over time, indicating plaque healing in some patients, but patients with a TRFC/disrupted plaque are still at increased risk for IPH progression. TRIAL REGISTRATION ClinicalTrials.gov NCT01208025.
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Affiliation(s)
- Mohamed Kassem
- CARIM, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Tahnee Gorissen
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Mohammad Albenwan
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Juul Bierens
- CARIM, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Dianne H K van Dam-Nolen
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Madieke I Liem
- Department of Neurology, Amsterdam UMC, location AMC, Amsterdam, The Netherlands
| | - Paul A M Hofman
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Joachim E Wildberger
- CARIM, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jeroen Hendrikse
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Werner Mess
- Department of Clinical Neurophysiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Paul J Nederkoorn
- Department of Neurology, Amsterdam UMC, location AMC, Amsterdam, The Netherlands
| | - Daniel Bos
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Patty Nelemans
- Department of Epidemiology, Maastricht University, Maastricht, The Netherlands
| | - Robert J van Oostenbrugge
- CARIM, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands; Department of Neurology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - M Eline Kooi
- CARIM, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
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Guo Y, Akcicek EY, Hippe DS, HashemizadehKolowri S, Wang X, Akcicek H, Canton G, Balu N, Geleri DB, Kim T, Shibata D, Zhang K, Ma X, Ferguson MS, Mossa-Basha M, Hatsukami TS, Yuan C. Long-Term Carotid Plaque Progression and the Role of Intraplaque Hemorrhage: A Deep Learning-Based Analysis of Longitudinal Vessel Wall Imaging. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2024.12.09.24318661. [PMID: 39711698 PMCID: PMC11661346 DOI: 10.1101/2024.12.09.24318661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/24/2024]
Abstract
Background Carotid atherosclerosis is a major contributor in the etiology of ischemic stroke. Although intraplaque hemorrhage (IPH) is known to increase stroke risk and plaque burden, its long-term effects on plaque dynamics remain unclear. This study aimed to evaluate the long-term impact of IPH on carotid plaque burden progression using deep learning-based segmentation on multi-contrast magnetic resonance vessel wall imaging (VWI). Methods Twenty-eight asymptomatic subjects with carotid atherosclerosis underwent an average of 4.7 ± 0.6 VWI scans over 5.8 ± 1.1 years. Deep learning pipelines were developed and validated to segment the carotid vessel walls and IPH. Bilateral plaque progression was analyzed using generalized estimating equations, and linear mixed-effects models evaluated long-term associations between IPH occurrence, IPH volume, and plaque burden (%WV) progression. Results IPH was detected in 23/50 of arteries. Of arteries without IPH at baseline, 11/39 developed new IPH that persisted, while 5/11 arteries with baseline IPH exhibited it throughout the study. Bilateral plaque growth was significantly correlated (r = 0.54, p < 0.001), but this symmetry was weakened with IPH presence. The progression rate for arteries without IPH was -0.001 %/year (p = 0.90). However, IPH presence or development at any point was associated with a 2.3% absolute increase in %WV on average (p < 0.001). The volume of IPH was also positively associated with increased %WV (p = 0.005). Conclusions Deep learning-based segmentation pipelines were utilized to identify IPH, quantify IPH volume, and measure their effects on carotid plaque burden during long-term follow-up. Findings demonstrated that IPH may persist for extended periods. While arteries without IPH demonstrated minimal progression under contemporary treatment, presence of IPH and greater IPH volume significantly accelerated long-term plaque growth.
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Affiliation(s)
- Yin Guo
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Ebru Yaman Akcicek
- Department of Radiology and Imaging Science, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Daniel S. Hippe
- Clinical Biostatistics, Clinical Research Division, Fred Hutchison Cancer Center, Seattle, WA, USA
| | | | - Xin Wang
- Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA
| | - Halit Akcicek
- Department of Radiology and Imaging Science, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Gador Canton
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
| | - Niranjan Balu
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
| | - Duygu Baylam Geleri
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
| | - Taewon Kim
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
- Department of Neurology, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Dean Shibata
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
| | - Kaiyu Zhang
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Xiaodong Ma
- Department of Radiology and Imaging Science, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Marina S. Ferguson
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
| | - Mahmud Mossa-Basha
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
| | - Thomas S. Hatsukami
- Department of Surgery, University of Washington School of Medicine, Seattle, WA, USA
| | - Chun Yuan
- Department of Bioengineering, University of Washington, Seattle, WA, USA
- Department of Radiology and Imaging Science, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
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3
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Yuan C, Canton G, Hatsukami TS. Unfinished debate: Why IPH-based metrics are still needed-An Editorial for "Signal intensity and volume of carotid intraplaque hemorrhage on magnetic resonance imaging and the risk of ipsilateral cerebrovascular events: the Plaque At RISK (PARISK) study". J Cardiovasc Magn Reson 2024; 26:101071. [PMID: 39121951 PMCID: PMC11421226 DOI: 10.1016/j.jocmr.2024.101071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 07/26/2024] [Indexed: 08/12/2024] Open
Affiliation(s)
- Chun Yuan
- Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, Utah, USA; Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Gador Canton
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Thomas S Hatsukami
- Department of Surgery, University of Washington, Seattle, Washington, USA
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4
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Wang Y, Liu X, Wang Y, Qi H, Liu X, Kong X, Zhang Q, Dou J, Wang J, Chen H. Optimization of the Contrast Agent Injection Protocol for Carotid Artery Dynamic Contrast-Enhanced Magnetic Resonance Imaging. J Magn Reson Imaging 2022; 56:1372-1381. [PMID: 35324034 DOI: 10.1002/jmri.28175] [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: 02/11/2022] [Accepted: 03/11/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The injection protocol used in previous carotid artery dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) studies varied. PURPOSE To investigate the effect of contrast injection protocol and optimize this protocol for carotid artery DCE-MRI. STUDY TYPE Prospective. SUBJECTS Digital phantom and seven patients with carotid atherosclerosis. FIELD STRENGTH/SEQUENCE 3 T, spoiled gradient recalled echo sequence. ASSESSMENT Different injection doses (0.01-0.3 mmol/kg) and effective injection rates (0.01-1 mmol/sec) were tested using a digital carotid plaque phantom considering the contrast pharmacokinetics, DCE-MRI imaging, contrast variation and flow-related imaging artifacts, random time delay between the contrast injection and image acquisition, and pharmacokinetic analysis process. For each injection protocol, combining the root mean square relative error (RMSRE) of the measured K trans and v P maps within the adventitial vasa vasorum from 10 tested time delays by the root mean square produced RMSREoverall-vv which was used to measure the overall accuracy of the pharmacokinetic parameters. In vivo validation was performed on seven patients with carotid atherosclerosis by imaging them twice using the traditional commonly used protocol and the recommended protocol found by simulation. STATISTICAL TEST Student's t-test, chi-square test, and paired t-test, P < 0.05 was considered statistically significant. RESULTS A low region of RMSREoverall-vv with the combination of medium injection dose and low effective injection rate was found. The protocol with injection dose of 0.07 mmol/kg and effective injection rate of 0.06 mmol/sec achieved the minimal RMSREoverall-vv (4.29%), thus was recommended, which showed more accurate arterial input function. Coinciding with the simulation results, this recommended protocol in in vivo experiments produced significantly fewer image artifacts, lower K trans and v P (P all <0.05) than traditional protocol which overestimated these parameters in simulation. DATA CONCLUSION The contrast injection protocol influenced the accuracy of the pharmacokinetics parameter estimation in carotid artery DCE-MRI. The injection protocol with injection dose of 0.07 mmol/kg and effective injection rate of 0.06 mmol/sec was recommended. LEVEL OF EVIDENCE 2 TECHNICAL EFFICACY STAGE: 1.
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Affiliation(s)
- Yajie Wang
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Xiaoming Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, Hubei, China
| | | | - Haikun Qi
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, China
| | - Xian Liu
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Xiangchuang Kong
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, Hubei, China
| | - Qiang Zhang
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Jiaqi Dou
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Jing Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, Hubei, China
| | - Huijun Chen
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
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Saba L, Antignani PL, Gupta A, Cau R, Paraskevas KI, Poredos P, Wasserman B, Kamel H, Avgerinos ED, Salgado R, Caobelli F, Aluigi L, Savastano L, Brown M, Hatsukami T, Hussein E, Suri JS, Mansilha A, Wintermark M, Staub D, Montequin JF, Rodriguez RTT, Balu N, Pitha J, Kooi ME, Lal BK, Spence JD, Lanzino G, Marcus HS, Mancini M, Chaturvedi S, Blinc A. International Union of Angiology (IUA) consensus paper on imaging strategies in atherosclerotic carotid artery imaging: From basic strategies to advanced approaches. Atherosclerosis 2022; 354:23-40. [DOI: 10.1016/j.atherosclerosis.2022.06.1014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 06/10/2022] [Accepted: 06/14/2022] [Indexed: 12/24/2022]
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Sun B, Ge X, Li X, Zhang J, Zhao Z, Liu X, Zhou Y, Xu J, Zhao H, Sun J. Elevated Hemoglobin A1c Is Associated With Leaky Plaque Neovasculature as Detected by Dynamic Contrast-Enhanced Magnetic Resonance Imaging. Arterioscler Thromb Vasc Biol 2022; 42:504-513. [PMID: 35236109 DOI: 10.1161/atvbaha.121.317190] [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: 07/08/2020] [Accepted: 02/14/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Patients with diabetes have accelerated atherosclerosis progression, but the underlying mechanisms are not fully understood. Dynamic contrast-enhanced magnetic resonance imaging has allowed in vivo characterization of plaque neovasculature, which plays a critical role in plaque progression. We aimed to evaluate the impact of diabetes on carotid plaque neovasculature as assessed by dynamic contrast-enhanced magnetic resonance imaging. METHODS Patients with recent ischemic stroke and ipsilateral carotid plaque underwent multicontrast magnetic resonance imaging for characterizing plaque morphology and dynamic contrast-enhanced magnetic resonance imaging for pharmacokinetic parameters of plaque neovasculature, including transfer constant (Ktrans, reflecting flow, endothelial surface area, and permeability) and fractional plasma volume (νp). RESULTS Sixty-five patients were enrolled, including 30 patients with diabetes (years since diagnosis: median 5.0 [interquartile range, [3.0-12.0]) and 35 patients without diabetes. Subjects with diabetes had a greater plaque burden and a higher prevalence of high-risk characteristics. Additionally, carotid plaques in the subjects with diabetes showed higher Ktrans than those in the subjects without diabetes (0.100±0.048 min-1 versus 0.067±0.042 min-1, P=0.005) but νp was numerically lower in the subjects with diabetes (5.2±3.7% versus 6.2±4.3%, P=0.31). The association of diabetes with high Ktrans (β=0.033, P=0.005) was independent of patient and plaque characteristics and remained largely intact after adjusting for serum lipids, glucose, or hs-CRP (high-sensitivity C-reactive protein). However, it became nonexistent after adjusting for hemoglobin A1c (β=-0.010, P=0.49). CONCLUSIONS Dynamic contrast-enhanced magnetic resonance imaging of carotid plaques suggested that plaque neovasculature in patients with diabetes is leaky, indicating enhanced capability of bringing blood constituents and facilitating extravasation of inflammatory cells, erythrocytes, and plasma proteins. Leaky plaque neovasculature correlated with hemoglobin A1c and may play a role in accelerated atherosclerosis progression in diabetes.
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Affiliation(s)
- Beibei Sun
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
| | - Xiaoqian Ge
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
- Department of Radiology, Shandong Second Provincial General Hospital, Jinan, China (X.G.)
| | - Xiao Li
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
- Department of Radiology, Shandong Second Provincial General Hospital, Jinan, China (X.G.)
| | - Jianjian Zhang
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
| | - Zizhou Zhao
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
| | - Xiaosheng Liu
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
| | - Yan Zhou
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
| | - Jianrong Xu
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
| | - Huilin Zhao
- Department of Radiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, China (B.S., X.G., X.L., J.Z., Z.Z., X.L., Y.Z., J.X., H.Z.)
| | - Jie Sun
- Department of Radiology, University of Washington, Seattle (J.S.)
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7
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Saba L, Nardi V, Cau R, Gupta A, Kamel H, Suri JS, Balestrieri A, Congiu T, Butler APH, Gieseg S, Fanni D, Cerrone G, Sanfilippo R, Puig J, Yang Q, Mannelli L, Faa G, Lanzino G. Carotid Artery Plaque Calcifications: Lessons From Histopathology to Diagnostic Imaging. Stroke 2022; 53:290-297. [PMID: 34753301 DOI: 10.1161/strokeaha.121.035692] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The role of calcium in atherosclerosis is controversial and the relationship between vascular calcification and plaque vulnerability is not fully understood. Although calcifications are present in ≈50% to 60% of carotid plaques, their association with cerebrovascular ischemic events remains unclear. In this review, we summarize current understanding of carotid plaque calcification. We outline the role of calcium in atherosclerotic carotid disease by analyzing laboratory studies and histopathologic studies, as well as imaging findings to understand clinical implications of carotid artery calcifications. Differences in mechanism of calcium deposition express themselves into a wide range of calcification phenotypes in carotid plaques. Some patterns, such as rim calcification, are suggestive of plaques with inflammatory activity with leakage of the vasa vasourm and intraplaque hemorrhage. Other patterns such as dense, nodular calcifications may confer greater mechanical stability to the plaque and reduce the risk of embolization for a given degree of plaque size and luminal stenosis. Various distributions and patterns of carotid plaque calcification, often influenced by the underlying systemic pathological condition, have a different role in affecting plaque stability. Modern imaging techniques afford multiple approaches to assess geometry, pattern of distribution, size, and composition of carotid artery calcifications. Future investigations with these novel technologies will further improve our understanding of carotid artery calcification and will play an important role in understanding and minimizing stroke risk in patients with carotid plaques.
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Affiliation(s)
- Luca Saba
- Department of Radiology (L.S., R.C., A.B.), di Cagliari - Polo di Monserrato s.s, Cagliari, Italy
| | - Valentina Nardi
- Azienda Ospedaliero Universitaria (A.O.U.), Department of Cardiovascular Medicine (V.N.), Mayo Clinic, Rochester, MN
| | - Riccardo Cau
- Department of Radiology (L.S., R.C., A.B.), di Cagliari - Polo di Monserrato s.s, Cagliari, Italy
| | - Ajay Gupta
- Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - Hooman Kamel
- Department of Neurology (H.K.), Weill Cornell Medicine, New York, New York
| | - Jasjit S Suri
- Stroke Diagnosis and Monitoring Division, AtheroPoint LLC, Roseville, CA (J.S.S.)
| | - Antonella Balestrieri
- Department of Radiology (L.S., R.C., A.B.), di Cagliari - Polo di Monserrato s.s, Cagliari, Italy
| | - Terenzio Congiu
- Department of Pathology (T.C., D.F., G.C., G.F.), di Cagliari - Polo di Monserrato s.s, Cagliari, Italy
| | - Anthony P H Butler
- Department of Radiology, University of Otago, Christchurch, New Zealand (A.P.H.B., S.G.)
| | - Steven Gieseg
- Department of Radiology, University of Otago, Christchurch, New Zealand (A.P.H.B., S.G.)
| | - Daniela Fanni
- Department of Pathology (T.C., D.F., G.C., G.F.), di Cagliari - Polo di Monserrato s.s, Cagliari, Italy
| | - Giulia Cerrone
- Department of Pathology (T.C., D.F., G.C., G.F.), di Cagliari - Polo di Monserrato s.s, Cagliari, Italy
| | - Roberto Sanfilippo
- Department of Vascular Surgery (R.S.), di Cagliari - Polo di Monserrato s.s, Cagliari, Italy
| | - Josep Puig
- Department of Radiology (IDI), Hospital Universitari de Girona, Spain (J.P.)
| | - Qi Yang
- Xuanwu Hospital, Capital Medical University, Xicheng District, Beijing, China (Q.Y.)
| | | | - Gavino Faa
- Department of Pathology (T.C., D.F., G.C., G.F.), di Cagliari - Polo di Monserrato s.s, Cagliari, Italy
| | - Giuseppe Lanzino
- Department of Neurologic Surgery (G.L.), Mayo Clinic, Rochester, MN
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Baradaran H, Eisenmenger LB, Hinckley PJ, de Havenon AH, Stoddard GJ, Treiman LS, Treiman GS, Parker DL, Scott McNally J. Optimal Carotid Plaque Features on Computed Tomography Angiography Associated With Ischemic Stroke. J Am Heart Assoc 2021; 10:e019462. [PMID: 33586471 PMCID: PMC8174260 DOI: 10.1161/jaha.120.019462] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background Stenosis has historically been the major factor used to determine carotid stroke sources. Recent evidence suggests that specific plaque features detected on imaging may be more highly associated with ischemic stroke than stenosis. We sought to determine computed tomography angiography (CTA) imaging features of carotid plaque that optimally discriminate ipsilateral stroke sources. Methods and Results In this institutional review board-approved retrospective cross-sectional study, 494 ipsilateral carotid CTA-brain magnetic resonance imaging pairs were available for analysis after excluding patients with alternative stroke sources. Carotid CTA and clinical markers were recorded, a multivariable Poisson regression model was fitted, and backward elimination was performed with a 2-sided threshold of P<0.10. Discriminatory value was determined using receiver operating characteristic analysis, area under the curve, and bootstrap validation. The final CTA carotid-source stroke prediction model included intraluminal thrombus (prevalence ratio, 2.8 [P<0.001]; 95% CI, 1.6-4.9), maximum soft plaque thickness (prevalence ratio, 1.2 [P<0.001]; 95% CI, 1.1-1.4), and the rim sign (prevalence ratio, 2.0 [P=0.007]; 95% CI, 1.2-3.3). The final discriminatory value (area under the curve=78.3%) was higher than intraluminal thrombus (56.4%, P<0.001), maximum soft plaque thickness (76.4%, P=0.007), or rim sign alone (69.9%, P=0.001). Furthermore, NASCET (North American Symptomatic Carotid Endarterectomy Trial) stenosis categories (cutoffs of 50% and 70%) had lower stroke discrimination (area under the curve=67.4%, P<0.001). Conclusions Optimal discrimination of ipsilateral carotid sources of stroke requires information on intraluminal thrombus, maximum soft plaque thickness, and the rim sign. These results argue against the sole use of carotid stenosis to determine stroke sources on CTA, and instead suggest these alternative markers may better diagnose vulnerable carotid plaque and guide treatment decisions.
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Affiliation(s)
- Hediyeh Baradaran
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Laura B. Eisenmenger
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Peter J. Hinckley
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | | | | | - Lauren S. Treiman
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Gerald S. Treiman
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Dennis L. Parker
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Joseph Scott McNally
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
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Han T, Paramsothy P, Hong J, Isquith D, Xu D, Bai H, Neradilek M, Gill E, Zhao XQ. High-resolution MRI assessed carotid atherosclerotic plaque characteristics comparing men and women with elevated ApoB levels. Int J Cardiovasc Imaging 2020; 36:481-489. [PMID: 32020410 DOI: 10.1007/s10554-019-01600-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 04/06/2019] [Indexed: 01/14/2023]
Abstract
Previous studies demonstrated that men were more likely to have plaque rupture and are at greater risk for myocardial infarction and stroke than women. We evaluated differences in carotid plaque characteristics by MRI between men and women with mild-moderate atherosclerosis and elevated ApoB levels. One hundred eighty-two subjects (104 men and 78 women) with CAD or carotid stenosis (≥ 15% by ultrasound), ApoB ≥ 120 mg/dL and carotid MRI scan were included. Percent wall volume (%WV) was calculated as (wall volume/total vessel volume) × 100%. Three major plaque compositions, fibrous tissue (FT), calcification (CA) and lipid rich necrotic core (LRNC), were identified and quantified using published MRI criteria. Adventitial and plaque neovascularization as fractional plasma volume (Vp) and permeability as transfer constant (Ktrans) were analyzed using kinetic modeling. These characteristics were compared between men and women. Men, compared to women, were younger (54 ± 8 vs. 58 ± 8 years, p = 0.01), had higher rate of previous MI (46 vs. 26%, p = 0.005) but lower proportions of metabolic syndrome (37 vs. 59%, p = 0.003). After adjusting for between-gender differences, men were significantly more likely to have LRNC (OR 2.22, 95% CI 1.04-4.89, p = 0.04) and showed significantly larger %LRNC than women (diff = 4.3%, 95% CI 1.6-6.9%, p = 0.002), while %WV, FT, and CA were similar between men and women. There were no statistically significant differences in adventitial and plaque Vp or Ktrans. Men were significantly more likely to have LRNC and had larger LRNC than women. However, men and women showed relatively similar levels of adventitial and plaque neovascularization and permeability.Trial registration: NCT00715273 at ClinicalTrials.gov. Registered 15 July 2008, retrospectively registered.
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Affiliation(s)
- Tianwen Han
- Department of Medicine, Division of Cardiology, University of Washington, Seattle, WA, 98104, USA
| | - Pathmaja Paramsothy
- Department of Medicine, Division of Cardiology, University of Washington, Seattle, WA, 98104, USA
| | - Jaekyoung Hong
- Department of Medicine, Division of Cardiology, University of Washington, Seattle, WA, 98104, USA
| | - Daniel Isquith
- Department of Medicine, Division of Cardiology, University of Washington, Seattle, WA, 98104, USA
| | - Dongxiang Xu
- Department of Radiology, University of Washington, Seattle, WA, 98109, USA
| | - Hua Bai
- Clinical Pharmacology Research Center, Peking Union Medical College Hospital, Beijing, 100032, China
| | - Moni Neradilek
- The Mountain-Whisper-Light Statistics, Seattle, WA, 98112, USA
| | - Edward Gill
- Department of Medicine, Division of Cardiology, University of Washington, Seattle, WA, 98104, USA
| | - Xue-Qiao Zhao
- Department of Medicine, Division of Cardiology, University of Washington, Seattle, WA, 98104, USA. .,Harborview Medical Center, University of Washington, GEC-37, 325 9th Ave, Box 359720, Seattle, WA, 98104, USA.
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10
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Du R, Cai J, Cui B, Wu H, Zhao XQ, Ye P. Rapid improvement in carotid adventitial angiogenesis and plaque neovascularization after rosuvastatin therapy in statin treatment-naïve subjects. J Clin Lipidol 2019; 13:847-853. [PMID: 31783975 DOI: 10.1016/j.jacl.2019.07.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Revised: 06/09/2019] [Accepted: 07/30/2019] [Indexed: 12/17/2022]
Abstract
BACKGROUND Statin therapy can improve plaque stability. However, the time course of effects of statin on adventitial angiogenesis and plaque neovascularization has not been studied. OBJECTIVE The objective of the study was to investigate whether statin therapy reduces plaque neovascularization, associated with adventitial angiogenesis, over 24 months as assessed by using carotid dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). METHODS Forty-three lipid treatment-naïve subjects with asymptomatic carotid atherosclerosis received rosuvastatin (5-20 mg/d) to lower low-density lipoprotein cholesterol to <80 mg/dL for 24 months. Carotid DCE-MRI was performed at baseline, 3, 12 and 24 months. Vascularity (Vp = fractional plasma volume) and vascular permeability (Ktrans = transfer constant) derived from kinetic modeling of DCE-MRI were measured in both adventitia and plaque. RESULTS Adventitia Vp and adventitia Ktrans were significantly correlated with plaque Vp and plaque Ktrans at baseline. Rosuvastatin significantly reduced both adventitial and plaque Vp significantly at 3 months from 0.121 ± 0.064 to 0.085 ± 0.049 (P = .008) and from 0.096 ± 0.052 to 0.067 ± 0.043 (P = .013). Adventitial and plaque Vp continued to decrease by 43% and 34% at 12 months and by 49% and 45% at 24 months. However, the continued reductions from 3 to 12 months and from 12 to 24 months were not statistically significant. Adventitial and plaque Ktrans showed similar trends, but nonstatistically significant decreases during the 24 months of treatment. CONCLUSIONS Rosuvastatin therapy rapidly and significantly decreased adventitial and plaque neovascularization at 3 months followed by continued, but nonstatistically significant, decreases at 12 and 24 months.
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Affiliation(s)
- Ruixue Du
- Department of Geriatric Cardiology, National Clinical Research Centre for Geriatric Disease, Chinese PLA General Hospital, Beijing, China
| | - Jianming Cai
- Department of Radiology, Chinese PLA General Hospital, Beijing, China
| | - Bao Cui
- Department of Radiology, Chinese PLA General Hospital, Beijing, China
| | - Hongmei Wu
- Department of Geriatric Cardiology, National Clinical Research Centre for Geriatric Disease, Chinese PLA General Hospital, Beijing, China
| | - Xue-Qiao Zhao
- Division of Cardiology, Department of Medicine, University of Washington, Seattle, WA, USA.
| | - Ping Ye
- Department of Geriatric Cardiology, National Clinical Research Centre for Geriatric Disease, Chinese PLA General Hospital, Beijing, China.
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11
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Crombag GAJC, van Hoof RHM, Holtackers RJ, Schreuder FHBM, Truijman MTB, Schreuder TAHCML, van Orshoven NP, Mess WH, Hofman PAM, van Oostenbrugge RJ, Wildberger JE, Kooi ME. Symptomatic Carotid Plaques Demonstrate Less Leaky Plaque Microvasculature Compared With the Contralateral Side: A Dynamic Contrast-Enhanced Magnetic Resonance Imaging Study. J Am Heart Assoc 2019; 8:e011832. [PMID: 30971168 PMCID: PMC6507193 DOI: 10.1161/jaha.118.011832] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Background Rupture of a vulnerable carotid atherosclerotic plaque is an important underlying cause of ischemic stroke. Increased leaky plaque microvasculature may contribute to plaque vulnerability. These immature microvessels may facilitate entrance of inflammatory cells into the plaque. The objective of the present study is to investigate whether there is a difference in plaque microvasculature (the volume transfer coefficient Ktrans) between the ipsilateral symptomatic and contralateral asymptomatic carotid plaque using noninvasive dynamic contrast‐enhanced magnetic resonance imaging. Methods and Results Eighty‐eight patients with recent transient ischemic attack or ischemic stroke and ipsilateral >2 mm carotid plaque underwent 3 T magnetic resonance imaging to identify plaque components and to determine characteristics of plaque microvasculature. The volume transfer coefficient Ktrans, indicative for microvascular density, flow, and permeability, was calculated for the ipsilateral and asymptomatic plaque, using a pharmacokinetic model (Patlak). Presence of a lipid‐rich necrotic core, intraplaque hemorrhage, and a thin and/or ruptured fibrous cap was assessed on multisequence magnetic resonance imaging. We found significantly lower Ktrans in the symptomatic carotid plaque compared with the asymptomatic side (0.057±0.002 min−1 versus 0.062±0.002 min−1; P=0.033). There was an increased number of slices with intraplaque hemorrhage (0.9±1.6 versus 0.3±0.8, P=0.002) and lipid‐rich necrotic core (1.4±1.9 versus 0.8±1.4, P=0.016) and a higher prevalence of plaques with a thin and/or ruptured fibrous cap (32% versus 17%, P=0.023) at the symptomatic side. Conclusions Ktrans was significantly lower in symptomatic carotid plaques, indicative for a decrease of plaque microvasculature in symptomatic plaques. This could be related to a larger amount of necrotic tissue in symptomatic plaques. Clinical Trial Registration URL: http://www.clinicaltrials.gov.uk. Unique identifier: NCT01208025.
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Affiliation(s)
- Geneviève A J C Crombag
- 1 Department of Radiology and Nuclear Medicine Maastricht University Medical Centre Maastricht The Netherlands.,4 CARIM School for Cardiovascular Diseases Maastricht University Medical Centre Maastricht The Netherlands
| | - Raf H M van Hoof
- 1 Department of Radiology and Nuclear Medicine Maastricht University Medical Centre Maastricht The Netherlands.,4 CARIM School for Cardiovascular Diseases Maastricht University Medical Centre Maastricht The Netherlands.,5 Control Systems Technology Department of Mechanical Engineering Eindhoven University of Technology Eindhoven The Netherlands
| | - Robert J Holtackers
- 1 Department of Radiology and Nuclear Medicine Maastricht University Medical Centre Maastricht The Netherlands.,4 CARIM School for Cardiovascular Diseases Maastricht University Medical Centre Maastricht The Netherlands
| | - Floris H B M Schreuder
- 6 Department of Neurology Donders Institute for Brain Cognition & Behaviour Radboud University Medical Centre Nijmegen The Netherlands
| | - Martine T B Truijman
- 2 Department of Neurology Maastricht University Medical Centre Maastricht The Netherlands
| | | | | | - Werner H Mess
- 3 Department of Clinical Neurophysiology Maastricht University Medical Centre Maastricht The Netherlands.,4 CARIM School for Cardiovascular Diseases Maastricht University Medical Centre Maastricht The Netherlands
| | - Paul A M Hofman
- 1 Department of Radiology and Nuclear Medicine Maastricht University Medical Centre Maastricht The Netherlands
| | - Robert J van Oostenbrugge
- 2 Department of Neurology Maastricht University Medical Centre Maastricht The Netherlands.,4 CARIM School for Cardiovascular Diseases Maastricht University Medical Centre Maastricht The Netherlands
| | - Joachim E Wildberger
- 1 Department of Radiology and Nuclear Medicine Maastricht University Medical Centre Maastricht The Netherlands.,4 CARIM School for Cardiovascular Diseases Maastricht University Medical Centre Maastricht The Netherlands
| | - M Eline Kooi
- 1 Department of Radiology and Nuclear Medicine Maastricht University Medical Centre Maastricht The Netherlands.,4 CARIM School for Cardiovascular Diseases Maastricht University Medical Centre Maastricht The Netherlands
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12
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Crombag GAJC, Schreuder FHBM, van Hoof RHM, Truijman MTB, Wijnen NJA, Vöö SA, Nelemans PJ, Heeneman S, Nederkoorn PJ, Daemen JWH, Daemen MJAP, Mess WH, Wildberger JE, van Oostenbrugge RJ, Kooi ME. Microvasculature and intraplaque hemorrhage in atherosclerotic carotid lesions: a cardiovascular magnetic resonance imaging study. J Cardiovasc Magn Reson 2019; 21:15. [PMID: 30832656 PMCID: PMC6398220 DOI: 10.1186/s12968-019-0524-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 02/04/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The presence of intraplaque haemorrhage (IPH) has been related to plaque rupture, is associated with plaque progression, and predicts cerebrovascular events. However, the mechanisms leading to IPH are not fully understood. The dominant view is that IPH is caused by leakage of erythrocytes from immature microvessels. The aim of the present study was to investigate whether there is an association between atherosclerotic plaque microvasculature and presence of IPH in a relatively large prospective cohort study of patients with symptomatic carotid plaque. METHODS One hundred and thirty-two symptomatic patients with ≥2 mm carotid plaque underwent cardiovascular magnetic resonance (CMR) of the symptomatic carotid plaque for detection of IPH and dynamic contrast-enhanced (DCE)-CMR for assessment of plaque microvasculature. Ktrans, an indicator of microvascular flow, density and leakiness, was estimated using pharmacokinetic modelling in the vessel wall and adventitia. Statistical analysis was performed using an independent samples T-test and binary logistic regression, correcting for clinical risk factors. RESULTS A decreased vessel wall Ktrans was found for IPH positive patients (0.051 ± 0.011 min- 1 versus 0.058 ± 0.017 min- 1, p = 0.001). No significant difference in adventitial Ktrans was found in patients with and without IPH (0.057 ± 0.012 min- 1 and 0.057 ± 0.018 min- 1, respectively). Histological analysis in a subgroup of patients that underwent carotid endarterectomy demonstrated no significant difference in relative microvessel density between plaques without IPH (n = 8) and plaques with IPH (n = 15) (0.000333 ± 0.0000707 vs. and 0.000289 ± 0.0000439, p = 0.585). CONCLUSIONS A reduced vessel wall Ktrans is found in the presence of IPH. Thus, we did not find a positive association between plaque microvasculature and IPH several weeks after a cerebrovascular event. Not only leaky plaque microvessels, but additional factors may contribute to IPH development. TRIAL REGISTRATION NCT01208025 . Registration date September 23, 2010. Retrospectively registered (first inclusion September 21, 2010). NCT01709045 , date of registration October 17, 2012. Retrospectively registered (first inclusion August 23, 2011).
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Affiliation(s)
- Geneviève A. J. C. Crombag
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Floris H. B. M. Schreuder
- Department of Neurology & Donders Institute for Brain Cognition & Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Raf H. M. van Hoof
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Martine T. B. Truijman
- Department of Neurology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Nicky J. A. Wijnen
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Stefan A. Vöö
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Patty J. Nelemans
- Department of Epidemiology, Maastricht University, Maastricht, The Netherlands
| | - Sylvia Heeneman
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Department of Pathology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Paul J. Nederkoorn
- Department of Neurology, Academic Medical Centre, Amsterdam, The Netherlands
| | - Jan-Willem H. Daemen
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Mat J. A. P. Daemen
- Department of Pathology, Academic Medical Centre, Amsterdam, The Netherlands
| | - Werner H. Mess
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Clinical Neurophysiology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - J. E. Wildberger
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Robert J. van Oostenbrugge
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Department of Neurology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - M. Eline Kooi
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
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13
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Lu M, Cui Y, Peng P, Qiao H, Cai J, Zhao X. Shape and Location of Carotid Atherosclerotic Plaque and Intraplaque Hemorrhage: A High-resolution Magnetic Resonance Imaging Study. J Atheroscler Thromb 2019; 26:720-727. [PMID: 30626781 PMCID: PMC6711842 DOI: 10.5551/jat.47449] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Aim: The present study aimed to investigate the association between shape and location of atherosclerotic plaques and intraplaque hemorrhage (IPH) in carotid arteries using magnetic resonance (MR) imaging. Methods: Overall, 114 symptomatic patients (mean age: 64.9±10.9 years; 81 males) who underwent MR imaging and had advanced carotid plaques were included in analysis. IPH presence and carotid plaque shape and location (below and above bifurcation) were evaluated. The plaque shape was defined as follows: type-I: the arc-length of plaque is greater in the upstream; type-II: the arc-length of plaque in downstream and upstream is equal; and type-III: the arc-length of plaque is greater in downstream. The plaque shape and location were compared between plaques with and without IPH and their associations with IPH were determined. Results: Of 181detectedplaques, 57 (31.5%) had IPH. Compared with plaques without IPH, those with IPH had higher incidence of the plaque shape of type-I (66.7% vs. 32.2%, P<0.001), lower incidence of plaque shape of type-III (24.6% vs. 50.0%, P=0.001), and were more likely located above carotid bifurcation (71.9% vs. 48.4%, P=0.003). The plaque shape of type-I (OR, 4.01; 95%CI, 1.36–11.83; P=0.012) and location above bifurcation (OR, 3.21; 95%CI, 1.07–9.61; P=0.037) of carotid plaques were significantly associated with IPH after adjusting for confounder factors. Conclusions: Carotid plaque shape and location are significantly associated with the occurrence of IPH. Our findings could provide new insights for the pathogenesis of IPH and vulnerably plaques.
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Affiliation(s)
- Mingming Lu
- Department of Radiology, PLA General Hospital.,Department of Radiology, Pingjin Hospital, Logistics University of Chinese People's Armed Police Forces
| | | | - Peng Peng
- Department of Radiology, Pingjin Hospital, Logistics University of Chinese People's Armed Police Forces
| | - Huiyu Qiao
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine
| | | | - Xihai Zhao
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine
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Usman A, Yuan J, Patterson AJ, Graves MJ, Varty K, Sadat U, Gillard JH. Neovascularization in Vertebral Artery Atheroma—A Dynamic Contrast-Enhanced Magnetic Resonance Imaging-Based Comparative Study in Patients with Symptomatic and Asymptomatic Carotid Artery Disease. J Stroke Cerebrovasc Dis 2018; 27:2505-2512. [DOI: 10.1016/j.jstrokecerebrovasdis.2018.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Accepted: 05/06/2018] [Indexed: 11/16/2022] Open
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15
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Calcagno C, Fayad ZA. Imaging the Permeable Endothelium: Predicting Plaque Rupture in Atherosclerotic Rabbits. Circ Cardiovasc Imaging 2018; 9:CIRCIMAGING.116.005955. [PMID: 27940960 DOI: 10.1161/circimaging.116.005955] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Claudia Calcagno
- From the Translational and Molecular Imaging Institute (C.C., Z.A.F.) and Department of Radiology (C.C., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Zahi A Fayad
- From the Translational and Molecular Imaging Institute (C.C., Z.A.F.) and Department of Radiology (C.C., Z.A.F.), Icahn School of Medicine at Mount Sinai, New York, NY.
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16
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Superficial and multiple calcifications and ulceration associate with intraplaque hemorrhage in the carotid atherosclerotic plaque. Eur Radiol 2018; 28:4968-4977. [PMID: 29876705 PMCID: PMC6223859 DOI: 10.1007/s00330-018-5535-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Revised: 04/18/2018] [Accepted: 05/11/2018] [Indexed: 01/09/2023]
Abstract
Objective Intraplaque hemorrhage (IPH) and ulceration of carotid atherosclerotic plaques have been associated with vulnerability while calcification has been conventionally thought protective. However, studies suggested calcification size and location may increase plaque vulnerability. This study explored the association between calcium configurations and ulceration with IPH. Methods One hundred thirty-seven consecutive symptomatic patients scheduled for carotid endarterectomy were recruited. CTA and CTP were performed prior to surgery. Plaque samples were collected for histology. According to the location, calcifications were categorized into superficial, deep and mixed types; according to the size and number, calcifications were classified as thick and thin, multiple and single. Results Seventy-one plaques had IPH (51.8%) and 83 had ulceration (60.6%). The appearance of IPH and ulceration was correlated (r = 0.49; p < 0.001). The incidence of multiple, superficial and thin calcifications was significantly higher in lesions with IPH and ulceration compared with those without. After adjusting factors including age, stenosis and ulceration, the presence of calcification [OR (95% CI), 3.0 (1.1-8.2), p = 0.035], multiple calcification [3.9 (1.4-10.9), p = 0.009] and superficial calcification [3.4 (1.1-10.8), p = 0.001] were all associated with IPH. ROC analysis showed that the AUC of superficial and multiple calcifications in detecting IPH was 0.63 and 0.66, respectively (p < 0.05). When the ulceration was combined, AUC increased significantly to 0.82 and 0.83, respectively. Results also showed that patients with lesions of both ulceration and IPH have significantly reduced brain perfusion in the area ipsilateral to the infarction. Conclusions Superficial and multiple calcifications and ulceration were associated with carotid IPH, and they may be a surrogate for higher risk lesions. Key Points • CTA-defined superficial and multiple calcifications in carotid atherosclerotic plaques are independently associated with the presence of intraplaque hemorrhage. • The combination of superficial and multiple calcifications and ulceration is highly predictive of carotid intraplaque hemorrhage. • Patients with lesions of both ulceration and intraplaque hemorrhage have significantly reduced brain perfusion in the area ipsilateral to the infarction.
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17
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Cattaneo M, Wyttenbach R, Corti R, Staub D, Gallino A. The Growing Field of Imaging of Atherosclerosis in Peripheral Arteries. Angiology 2018; 70:20-34. [PMID: 29783854 DOI: 10.1177/0003319718776122] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In the past decades, peripheral arteries have represented a model for the comprehension of atherosclerosis as well as for the development of new diagnostic imaging modalities and therapeutic strategies. Peripheral arteries may represent a window to study atherosclerosis. Pathology has prominently contributed to move the clinical and research attention from the arterial lumen stenosis and angiography to morphological and functional imaging techniques. Evidence from large and prospective cohort or randomized controlled studies is still modest. Nevertheless, several emerging imaging investigations represent a potential tool for a comprehensive "in vivo" evaluation of the entire natural history of peripheral atherosclerosis. This constitutes a demanding assignment, as it would be desirable to obtain both single-lesion focused and extensive arterial system views to achieve the most accurate prognostic information. Our narrative review rests upon the fundamental pathological evidence, summarizing the rapidly growing field of imaging of atherosclerosis in peripheral arteries and presenting a selection of both currently available and emerging imaging techniques.
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Affiliation(s)
- Mattia Cattaneo
- 1 Cardiovascular Medicine Department, Ospedale Regionale di Bellinzona e Valli, San Giovanni, Bellinzona, Switzerland
| | - Rolf Wyttenbach
- 2 Radiology Department, Ospedale Regionale di Bellinzona e Valli, San Giovanni, Bellinzona, Switzerland.,3 University of Bern, Bern, Switzerland
| | - Roberto Corti
- 4 Cardiology Department, HerzKlinik Hirslanden, Zurich, Switzerland
| | - Daniel Staub
- 5 Angiology Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Augusto Gallino
- 1 Cardiovascular Medicine Department, Ospedale Regionale di Bellinzona e Valli, San Giovanni, Bellinzona, Switzerland.,6 University of Zurich, Zurich, Switzerland
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18
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Zhao XQ, Hatsukami TS. Risk Factors for Development of Carotid Plaque Components. JACC Cardiovasc Imaging 2018; 11:193-195. [PMID: 28412422 DOI: 10.1016/j.jcmg.2016.12.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 12/22/2016] [Indexed: 11/19/2022]
Affiliation(s)
- Xue-Qiao Zhao
- Division of Cardiology, Department of Medicine, University of Washington, Seattle, Washington.
| | - Thomas S Hatsukami
- Division of Vascular Surgery, Department of Surgery, University of Washington, Seattle, Washington
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19
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Marvasti TB, Moody AR, Singh N, Maraj T, Tyrrell P, Afshin M. Haptoglobin 2-2 genotype is associated with presence and progression of MRI depicted atherosclerotic intraplaque hemorrhage. IJC HEART & VASCULATURE 2017; 18:96-100. [PMID: 29876508 PMCID: PMC5988477 DOI: 10.1016/j.ijcha.2017.11.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 11/17/2017] [Indexed: 02/08/2023]
Abstract
Background Atherosclerotic intraplaque hemorrhage (IPH) is a source of free hemoglobin that binds the haptoglobin protein and forms a complex cleared by CD163 macrophages. Compared to the other common haptoglobin genotypes, hemoglobin-haptoglobin2-2 complex has the lowest affinity for tissue macrophages resulting in lower rate of hemoglobin uptake and increased oxidative burden. We hypothesized that haptoglobin2-2 patients' failure to clear hemoglobin results in a greater prevalence and progression of IPH. Methods Prevalence and volume of IPH were measured in eighty patients with advanced vascular disease using MRI. Haptoglobin was genotyped using PCR. Mixed Models Repeated Measures Analyses were performed to detect any differences in prevalence and volume of IPH between the haptoglobin genotypes. Results Haptoglobin2-2 patients had a statistically significant higher prevalence of baseline IPH (OR = 4.34, p-value: 0.01, 95% CI: 1.31–14.35). Longitudinal analysis of 48 IPH positive carotids indicated a statistically significant progression of IPH volume over time in haptoglobin2-2 patients (Type 3 test for fixed effect p-value = 0.0106; baseline vs. year 3: β = 0.11, SE = 0.05, p-value = 0.03; year 2 vs. year 3: β = 0.05, SE = 0.02, p-value = 0.03). Conclusions Patients with the Hp2-2 genotype had a significantly higher prevalence of carotid baseline IPH, which progressed over a two year follow up period. Detection of pre-symptomatic vascular disease using haptoglobin genotyping may allow for better risk stratification of populations at risk of stroke and in need of more targeted imaging investigations.
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Affiliation(s)
| | - Alan R Moody
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada.,Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada.,Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Navneet Singh
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Tishan Maraj
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Pascal Tyrrell
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Mariam Afshin
- Sunnybrook Research Institute, Toronto, Ontario, Canada
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20
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Chistiakov DA, Melnichenko AA, Myasoedova VA, Grechko AV, Orekhov AN. Role of lipids and intraplaque hypoxia in the formation of neovascularization in atherosclerosis. Ann Med 2017; 49:661-677. [PMID: 28797175 DOI: 10.1080/07853890.2017.1366041] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
According to the current paradigm, chronic vascular inflammation plays a central role in the pathogenesis of atherosclerosis. The plaque progression is typically completed with rupture and subsequent acute cardiovascular complications. Previously, the role of adventitial vasa vasorum in atherogenesis was underestimated. However, investigators then revealed that vasa vasorum neovascularization can be observed when no clinical manifestation of atherosclerosis is present. Vasa vasorum is involved in various proatherogenic processes such as intimal accumulation of inflammatory leukocytes, intimal thickening, necrotic core formation, intraplaque haemorrhage, lesion rupture and atherothrombosis. Due to the destabilizing action of the intraplaque microenvironment, lesional vasa vasorum neovessels experience serious defects and abnormalities during development that leads to their immaturity, fragility and leakage. Indeed, intraplaque neovessels are a main cause of intraplaque haemorrhage. Visualization techniques showed that presence of neovascularization/haemorrhage can serve as a good indicator of lesion instability and higher risk of rupture. Vasa vasorum density is a strong predictor of acute cardiovascular events such as sudden death, myocardial infarction and stroke. At present, arterial vasa vasorum neovascularization is under intensive investigation along with development of therapeutic tools focused on the control of formation of vasa vasorum neovessels in order to prevent plaque haemorrhage/rupture and thromboembolism. KEY MESSAGE Neovascularization plays an important role in atherosclerosis, being involved in unstable plaque formation. Presence of neovascularization and haemorrhage indicates plaque instability and risk of rupture. Various imaging techniques are available to study neovascularization.
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Affiliation(s)
- Dimitry A Chistiakov
- a Department of Neurochemistry, Division of Basic and Applied Neurobiology , Serbsky Federal Medical Research Center of Psychiatry and Narcology , Moscow , Russia
| | - Alexandra A Melnichenko
- b Laboratory of Angiopathology , Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences , Moscow , Russia
| | - Veronika A Myasoedova
- b Laboratory of Angiopathology , Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences , Moscow , Russia
| | - Andrey V Grechko
- c Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology , Moscow , Russia
| | - Alexander N Orekhov
- b Laboratory of Angiopathology , Institute of General Pathology and Pathophysiology, Russian Academy of Medical Sciences , Moscow , Russia.,d Institute for Atherosclerosis Research, Skolkovo Innovative Center , Moscow , Russia
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21
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van Hoof RHM, Schreuder FHBM, Nelemans P, Truijman MTB, van Orshoven NP, Schreuder TH, Mess WH, Heeneman S, van Oostenbrugge RJ, Wildberger JE, Kooi ME. Ischemic Stroke Patients Demonstrate Increased Carotid Plaque Microvasculature Compared to (Ocular) Transient Ischemic Attack Patients. Cerebrovasc Dis 2017; 44:297-303. [PMID: 28946147 DOI: 10.1159/000481146] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Accepted: 08/24/2017] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Patients with a recent ischemic stroke have a higher risk of recurrent stroke compared to (ocular) transient ischemic attack (TIA) patients. Plaque microvasculature is considered as a feature of plaque vulnerability and can be quantified with carotid dynamic contrast-enhanced MRI (DCE-MRI). The purpose of this cross-sectional study was to explore the association between plaque microvasculature and the type of recent cerebrovascular events in symptomatic patients with mild-to-moderate carotid stenosis. METHODS A total of 87 symptomatic patients with a recent stroke (n = 35) or (ocular) TIA (n = 52) underwent carotid DCE-MRI examination. Plaque microvasculature was studied in the vessel wall and adventitia using DCE-MRI and the pharmacokinetic modeling parameter Ktrans. Statistical analysis was performed with logistic regression, correcting for associated clinical risk factors. RESULTS The 75th percentile adventitial (OR 1.97, 95% CI 1.18-3.29) Ktrans was significantly associated with a recent ischemic stroke compared to (ocular) TIA in multivariate analysis, while clinical risk factors were not significantly associated with the type of event. CONCLUSIONS This study indicates a positive association of leaky plaque microvasculature with a recent ischemic stroke compared to (ocular) TIA. Prospective longitudinal studies are needed to investigate whether Ktrans or other plaque characteristics may serve as an imaging marker for predicting (the type of) future cerebrovascular events.
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Affiliation(s)
- Raf H M van Hoof
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
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22
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High-resolution vessel wall MRI for the evaluation of intracranial atherosclerotic disease. Neuroradiology 2017; 59:1193-1202. [PMID: 28942481 DOI: 10.1007/s00234-017-1925-9] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Accepted: 09/11/2017] [Indexed: 01/23/2023]
Abstract
High-resolution vessel wall MRI (vwMRI) of the intracranial arteries is an emerging diagnostic imaging technique with the goal of evaluating vascular pathology. vwMRI sequences have high spatial resolution and directly image the vessel wall by suppressing blood signal. With vwMRI, it is possible to identify distinct morphologic and enhancement patterns of atherosclerosis that can provide important information about stroke etiology and recurrence risk. We present a review of vwMRI research in relation to intracranial atherosclerosis, with a focus on the relationship between ischemic stroke and atherosclerotic plaque T1 post-contrast enhancement or plaque/vessel wall morphology. The goal of this review is to provide readers with the most current understanding of the reliability, incidence, and importance of specific vwMRI findings in intracranial atherosclerosis, to guide their interpretation of vwMRI research, and help inform clinical interpretation of vwMRI. We will also provide a translational perspective on the existing vwMRI literature and insight into future vwMRI research questions and objectives. With increased use of high field strength MRI, powerful gradients, and improved pulse sequences, vwMRI will become standard-of-care in the diagnosis and prognosis of patients with cerebrovascular disease, making a firm grasp of its strengths and weakness important for neuroimagers.
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23
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Wang J, Chen H, Sun J, Hippe DS, Zhang H, Yu S, Cai J, Xie L, Cui B, Yuan C, Zhao X, Yuan W, Liu H. Dynamic contrast-enhanced MR imaging of carotid vasa vasorum in relation to coronary and cerebrovascular events. Atherosclerosis 2017. [DOI: 10.1016/j.atherosclerosis.2017.06.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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24
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Qi H, Huang F, Zhou Z, Koken P, Balu N, Zhang B, Yuan C, Chen H. Large coverage black-bright blood interleaved imaging sequence (LaBBI) for 3D dynamic contrast-enhanced MRI of vessel wall. Magn Reson Med 2017. [PMID: 28626998 DOI: 10.1002/mrm.26786] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
PURPOSE To propose a large coverage black-bright blood interleaved imaging sequence (LaBBI) for 3D dynamic contrast-enhanced MRI (DCE-MRI) of the vessel wall. METHODS LaBBI consists of a 3D black-blood stack-of-stars golden angle radial acquisition with high spatial resolution for vessel wall imaging and a 2D bright-blood Cartesian acquisition with high temporal resolution for arterial input function estimation. The two acquisitions were performed in an interleaved fashion within a single scan. Simulations, phantom experiments, and in vivo tests in three patients were performed to investigate the feasibility and performance of the proposed LaBBI. RESULTS In simulation tests, the estimated Ktrans and vp by LaBBI were more accurate than conventional bright-blood DCE-MRI with lower root mean square error in all the tested conditions. In phantom test, no signal interference was found on the 2D scan in LaBBI. Pharmacokinetic analysis of the patients' data acquired by LaBBI showed that Ktrans was higher in fibrous tissue (0.0717 ± 0.0279 min-1 ), while lower in necrotic core (0.0206 ± 0.0040 min-1 ) and intraplaque hemorrhage (0.0078 ± 0.0007 min-1 ), compared with normal vessel wall (0.0273 ± 0.0052 min-1 ). CONCLUSION The proposed LaBBI sequence, with high spatial and temporal resolution, and large coverage blood suppression, was promising to probe the perfusion properties of vessel wall lesions. Magn Reson Med 79:1334-1344, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
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Affiliation(s)
- Haikun Qi
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | | | | | | | - Niranjan Balu
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | | | - Chun Yuan
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China.,Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Huijun Chen
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
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25
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Lin R, Chen S, Liu G, Xue Y, Zhao X. Association Between Carotid Atherosclerotic Plaque Calcification and Intraplaque Hemorrhage. Arterioscler Thromb Vasc Biol 2017; 37:1228-1233. [PMID: 28450297 DOI: 10.1161/atvbaha.116.308360] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 04/17/2017] [Indexed: 11/16/2022]
Abstract
Objective—
Carotid intraplaque hemorrhage (IPH) is associated with cardiovascular events. Calcification, which frequently accompanies IPH, may play a role in IPH occurrence. In this study, we aimed to investigate the associations between calcification characteristics and IPH in carotid plaques.
Approach and results—
One hundred seventeen patients with cerebrovascular symptoms and carotid plaques detected by ultrasound were recruited and underwent multicontrast magnetic resonance imaging. Advanced carotid plaques with composition measured by magnetic resonance imaging were included in the analysis. Carotid calcifications were divided into the following categories: surface, mixed, and deep calcification. They were also classified into single and multiple calcifications according to quantity. Logistic regression models utilizing generalized estimating equations were performed to evaluate the relationship between calcification and IPH. Of 117 subjects, 85 with 142 plaques were included in the final analysis, whereas 32 were excluded because of lack of plaque compositions. Of the 142 plaques, 40 (28.2%) had IPH. Plaques with IPH showed greater prevalence of calcification than those without (87.5% versus 55.9%;
P
=0.005). After adjusting for age, low-density lipoprotein, maximum wall thickness, and maximum soft plaque thickness, multiple calcifications (odd ratio, 10.1; 95% confidence interval, 3.3–30.4), surface calcification (odd ratio, 29.4; 95% confidence interval, 4.1–210.8), and mixed calcifications (odd ratio, 27.9; 95% confidence interval, 7.3–107.1) were found to be strongly associated with the presence of IPH (all
P
<0.05).
Conclusions—
Surface calcification and multiple calcifications in carotid atherosclerotic plaques are independently associated with the presence of IPH, suggesting that both quantity and location of calcification may play important roles in the occurrence of IPH. These findings may provide novel insights for understanding mechanisms of IPH.
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Affiliation(s)
- Ruolan Lin
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.)
| | - Shuo Chen
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.)
| | - Gaifen Liu
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.)
| | - Yunjing Xue
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.).
| | - Xihai Zhao
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.).
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26
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Yuan J, Makris G, Patterson A, Usman A, Das T, Priest A, Teng Z, Hilborne S, Prudencio D, Gillard J, Graves M. Relationship between carotid plaque surface morphology and perfusion: a 3D DCE-MRI study. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE 2017; 31:191-199. [PMID: 28455630 PMCID: PMC5813060 DOI: 10.1007/s10334-017-0621-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 04/10/2017] [Accepted: 04/11/2017] [Indexed: 12/02/2022]
Abstract
Objective This study aims to explore the relationship between plaque surface morphology and neovascularization using a high temporal and spatial resolution 4D contrast-enhanced MRI/MRA sequence. Materials and methods Twenty one patients with either recent symptoms or a carotid artery stenosis ≥40% were recruited in this study. Plaque surface morphology and luminal stenosis were determined from the arterial phase MRA images. Carotid neovascularization was evaluated by a previously validated pharmacokinetic (PK) modeling approach. Ktrans (transfer constant) and vp (partial plasma volume) were calculated in both the adventitia and plaque. Results Image acquisition and analysis was successfully performed in 28 arteries. Mean luminal stenosis was 44% (range 11–82%). Both adventitial and plaque Ktrans in ulcerated/irregular plaques were significantly higher than smooth plaques (0.079 ± 0.018 vs. 0.064 ± 0.011 min−1, p = 0.02; 0.065 ± 0.013 vs. 0.055 ± 0.010 min−1, p = 0.03, respectively). Positive correlations between adventitial Ktrans and vp against stenosis were observed (r = 0.44, p = 0.02; r = 0.55, p = 0.01, respectively). Conclusion This study demonstrates the feasibility of using a single sequence to acquire both high resolution 4D CE-MRA and DCE-MRI to evaluate both plaque surface morphology and function. The results demonstrate significant relationships between lumen surface morphology and neovascularization.
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Affiliation(s)
- Jianmin Yuan
- Department of Radiology, University of Cambridge, Cambridge, UK.
| | - Gregory Makris
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Andrew Patterson
- Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Ammara Usman
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Tilak Das
- Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Andrew Priest
- Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Zhongzhao Teng
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Sarah Hilborne
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Dario Prudencio
- Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | | | - Martin Graves
- Department of Radiology, University of Cambridge, Cambridge, UK
- Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
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27
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McNally JS, Kim SE, Mendes J, Hadley JR, Sakata A, De Havenon AH, Treiman GS, Parker DL. Magnetic Resonance Imaging Detection of Intraplaque Hemorrhage. MAGNETIC RESONANCE INSIGHTS 2017; 10:1-8. [PMID: 28469441 PMCID: PMC5348123 DOI: 10.1177/1178623x17694150] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2016] [Accepted: 01/25/2017] [Indexed: 11/16/2022]
Abstract
Carotid artery atherosclerosis is a major cause of ischemic stroke. For more than 30 years, future stroke risk and carotid stroke etiology have been determined using percent diameter stenosis based on clinical trials in the 1990s. In the past 10 years, magnetic resonance imaging (MRI) sequences have been developed to detect carotid intraplaque hemorrhage. By detecting carotid intraplaque hemorrhage, MRI identifies potential stroke sources that are often overlooked by lumen imaging. In addition, MRI can dramatically improve assessment of future stroke risk beyond lumen stenosis alone. In this review, we discuss the use of heavily T1-weighted MRI sequences used to detect carotid intraplaque hemorrhage. In addition, advances in ciné imaging, motion robust techniques, and specialized neck coils will be reviewed. Finally, the clinical use and future impact of MRI plaque hemorrhage imaging will be discussed.
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Affiliation(s)
- J Scott McNally
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Seong-Eun Kim
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Jason Mendes
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - J Rock Hadley
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Akihiko Sakata
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Adam H De Havenon
- Department of Neurology, The University of Utah, Salt Lake City, UT, USA
| | - Gerald S Treiman
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Dennis L Parker
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
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28
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van Hoof RHM, Vöö SA, Sluimer JC, Wijnen NJA, Hermeling E, Schreuder FHBM, Truijman MTB, Cleutjens JPM, Daemen MJAP, Daemen JWH, van Oostenbrugge RJ, Mess WH, Wildberger JE, Heeneman S, Kooi ME. Vessel wall and adventitial DCE-MRI parameters demonstrate similar correlations with carotid plaque microvasculature on histology. J Magn Reson Imaging 2017; 46:1053-1059. [PMID: 28152245 DOI: 10.1002/jmri.25648] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Revised: 01/11/2017] [Accepted: 01/11/2017] [Indexed: 12/31/2022] Open
Abstract
PURPOSE To assess parameter agreement of volume transfer coefficient (Ktrans ) between two vascular regions and to study the correlation with microvessel density on histology. The dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) parameter Ktrans is frequently used to study atherosclerotic plaque microvasculature. Ktrans has been reported using different descriptive statistics (mean, median, 75th percentile) either for the whole vessel wall or the adventitia in previous studies. MATERIALS AND METHODS DCE-MRI parameter agreement was analyzed in 110 symptomatic patients with ≥2 mm carotid plaque that underwent a 3T carotid DCE-MRI examination. Ktrans was estimated in the entire vessel wall and adventitia. Twenty-three patients underwent carotid endarterectomy and were used for comparison with histological quantification of microvessel density of the plaque using CD31 immunohistochemistry. DCE-MRI parameters in the vessel wall regions were compared using Pearson's correlation coefficient, Bland-Altman analysis, and a two-sided paired samples t-test. Correlation of the DCE-MRI parameters with histology was studied using the Pearson's correlation coefficient. RESULTS Median adventitial Ktrans was 5% higher (P = 0.003) than entire vessel wall Ktrans , with no differences for other descriptive statistics. Vessel wall and adventitial Ktrans showed similar moderately strong correlations with plaque microvessel density on histology (Pearson's ρ: 0.59-0.65 [P < 0.003] and 0.52-0.64 [P < 0.011], respectively). CONCLUSION The similar moderately strong correlations for vessel wall and adventitial Ktrans with microvessel density on histology suggested that both regions reflected plaque microvessel density. Care should to be taken when comparing absolute values between studies. Future studies incorporating thresholds for risk stratification need to agree upon standardization of DCE-MRI parameters. LEVEL OF EVIDENCE 2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2017;46:1053-1059.
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Affiliation(s)
- Raf H M van Hoof
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Stefan A Vöö
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Judith C Sluimer
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Pathology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Nicky J A Wijnen
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Evelien Hermeling
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Floris H B M Schreuder
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Neurology, Maastricht University Medical Center, Maastricht, The Netherlands.,Department of Clinical Neurophysiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Martine T B Truijman
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Neurology, Maastricht University Medical Center, Maastricht, The Netherlands.,Department of Clinical Neurophysiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jack P M Cleutjens
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Pathology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Mat J A P Daemen
- Department of Pathology, Academic Medical Center, Amsterdam, The Netherlands
| | - Jan-Willem H Daemen
- Department of General Surgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Robert J van Oostenbrugge
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Neurology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Werner H Mess
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Clinical Neurophysiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Joachim E Wildberger
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Sylvia Heeneman
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Pathology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - M Eline Kooi
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
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29
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Wang X, Sun J, Zhao X, Hippe DS, Hatsukami TS, Liu J, Li R, Canton G, Song Y, Yuan C. Ipsilateral plaques display higher T1 signals than contralateral plaques in recently symptomatic patients with bilateral carotid intraplaque hemorrhage. Atherosclerosis 2017; 257:78-85. [PMID: 28110259 PMCID: PMC5325786 DOI: 10.1016/j.atherosclerosis.2017.01.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 12/20/2016] [Accepted: 01/11/2017] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND AIMS Prospective studies have shown a strong association between carotid intraplaque hemorrhage (IPH), detected by magnetic resonance imaging (MRI), and cerebrovascular ischemic events. However, IPH is also observed in a substantial number of asymptomatic patients. We hypothesized that there are differences in the characteristics of IPH+ plaques associated with recent symptoms, compared to IPH+ plaques not associated with recent symptoms. METHODS Patients with recent (≤2 weeks) anterior circulation ischemic events were scanned using a standardized multisequence protocol. Those showing IPH bilaterally were included and analyzed for differences in T1/T2 signals, plaque morphology, and coexisting plaque characteristics between the ipsilateral symptomatic and contralateral asymptomatic sides. RESULTS Thirty-one subjects (67 ± 9 years, 97% males) with bilateral IPH were studied. Despite comparable luminal stenosis (53 ± 42% vs. 53 ± 39%, p = 0.99), T1 signal of IPH measured as signal-intensity-ratio compared to muscle was stronger (SIRIPH-to-muscle: 5.8 ± 2.4 vs. 4.7 ± 1.8, p = 0.004) and tended to be more extensively distributed (IPH volume: 150 ± 199 vs. 88 ± 106 mm3, p = 0.071) on the symptomatic side. IPH+ plaques on the symptomatic side were longer (24 ± 6 vs. 21 ± 7 mm, p = 0.026) and associated with larger necrotic core volume (406 ± 354 vs. 291 ± 293 mm3, p = 0.039) than those on the asymptomatic side. CONCLUSIONS In recently symptomatic patients with bilateral carotid IPH, the symptomatic side showed stronger T1 signals, larger necrotic cores, and longer plaque length than the asymptomatic side. Serial studies on the temporal relationship between these imaging features and clinical events will eventually establish their diagnostic and prognostic value beyond the mere presence of IPH.
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Affiliation(s)
- Xianling Wang
- Department of Radiology, University of Washington, Seattle, WA, USA; Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jie Sun
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Xihai Zhao
- Department of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Daniel S Hippe
- Department of Radiology, University of Washington, Seattle, WA, USA
| | | | - Jin Liu
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Rui Li
- Department of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Gador Canton
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
| | - Yan Song
- Department of Radiology, University of Washington, Seattle, WA, USA; Department of Radiology, Beijing Hospital, Beijing, China
| | - Chun Yuan
- Department of Radiology, University of Washington, Seattle, WA, USA; Department of Biomedical Engineering, Tsinghua University, Beijing, China; Department of Bioengineering, University of Washington, Seattle, WA, USA.
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30
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Ge X, Zhou Z, Zhao H, Li X, Sun B, Suo S, Hackett ML, Wan J, Xu J, Liu X. Evaluation of carotid plaque vulnerability in vivo: Correlation between dynamic contrast-enhanced MRI and MRI-modified AHA classification. J Magn Reson Imaging 2017; 46:870-876. [PMID: 28120364 DOI: 10.1002/jmri.25637] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 01/03/2017] [Indexed: 11/09/2022] Open
Abstract
PURPOSE To noninvasively monitor carotid plaque vulnerability by exploring the relationship between pharmacokinetic parameters (PPs) of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and plaque types based on MRI-modified American Heart Association (AHA) classification, as well as to assess the ability of PPs in discrimination between stable and vulnerable plaques suspected on MRI. MATERIALS AND METHODS Of 70 consecutive patients with carotid plaques who volunteered for 3.0T MRI (3D time-of-flight [TOF], T1 -weighted, T2 -weighted, 3D magnetization-prepared rapid acquisition gradient-echo [MP-RAGE] and DCE-MRI), 66 participants were available for analysis. After plaque classification according to MRI-modified AHA Lesion-Type (LT), PPs (Ktrans , kep , ve , and vp ) of DCE-MRI were measured. The Extended Tofts model was used for calculation of PPs. For participants with multiple carotid plaques, the plaque with the worst MRI-modified AHA LT was chosen for analysis. Correlations between PPs and plaque types and the ability of these parameters to distinguish stable and vulnerable plaques suspected on MRI were assessed. RESULTS Significant positive correlation between Ktrans and LT III to VI was found (ρ = 0.532, P < 0.001), as was the correlation between kep and LT III to VI (ρ = 0.409, P < 0.001). Stable and vulnerable plaques suspected on MRI could potentially be distinguished by Ktrans (sensitivity 83%, specificity 100%) and kep (sensitivity 77%, specificity 91%). CONCLUSION Ktrans and kep from DCE-MRI can provide quantitative information to monitor plaque vulnerability in vivo and differentiate vulnerable plaques suspected on MRI from stable ones. These two parameters could be adopted as imaging biomarkers for plaque characterization and risk stratification. LEVEL OF EVIDENCE 1 Technical Efficacy: Stage 2 J. MAGN. RESON. IMAGING 2017;46:870-876.
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Affiliation(s)
- Xiaoqian Ge
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Zien Zhou
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Huilin Zhao
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Xiao Li
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Beibei Sun
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Shiteng Suo
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Maree L Hackett
- Neurological & Mental Health Division, George Institute for Global Health, University of Sydney, Sydney, Australia
| | - Jieqing Wan
- Department of Neurosurgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Jianrong Xu
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Xiaosheng Liu
- Department of Radiology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, P.R. China
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van Hoof RHM, Heeneman S, Wildberger JE, Kooi ME. Dynamic Contrast-Enhanced MRI to Study Atherosclerotic Plaque Microvasculature. Curr Atheroscler Rep 2016; 18:33. [PMID: 27115144 PMCID: PMC4846686 DOI: 10.1007/s11883-016-0583-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Rupture of a vulnerable atherosclerotic plaque of the carotid artery is an important underlying cause of clinical ischemic events, such as stroke. Abundant microvasculature has been identified as an important aspect contributing to plaque vulnerability. Plaque microvasculature can be studied non-invasively with dynamic contrast-enhanced (DCE-)MRI in animals and patients. In recent years, several DCE-MRI studies have been published evaluating the association between microvasculature and other key features of plaque vulnerability (e.g., inflammation and intraplaque hemorrhage), as well as the effects of novel therapeutic interventions. The present paper reviews this literature, focusing on DCE-MRI methods of acquisition and analysis of atherosclerotic plaques, the current state and future potential of DCE-MRI in the evaluation of plaque microvasculature in clinical and preclinical settings.
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Affiliation(s)
- Raf H. M. van Hoof
- />Department of Radiology, Maastricht University Medical Center (MUMC), P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- />CARIM School for Cardiovascular Diseases, Maastricht University, P.O. Box 616, Maastricht, 6200 MD The Netherlands
| | - Sylvia Heeneman
- />CARIM School for Cardiovascular Diseases, Maastricht University, P.O. Box 616, Maastricht, 6200 MD The Netherlands
- />Department of Pathology, Maastricht University Medical Center (MUMC), P.O. Box 5800, Maastricht, 6202 AZ The Netherlands
| | - Joachim E. Wildberger
- />Department of Radiology, Maastricht University Medical Center (MUMC), P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- />CARIM School for Cardiovascular Diseases, Maastricht University, P.O. Box 616, Maastricht, 6200 MD The Netherlands
| | - M. Eline Kooi
- />Department of Radiology, Maastricht University Medical Center (MUMC), P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- />CARIM School for Cardiovascular Diseases, Maastricht University, P.O. Box 616, Maastricht, 6200 MD The Netherlands
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Eisenmenger LB, Aldred BW, Kim SE, Stoddard GJ, de Havenon A, Treiman GS, Parker DL, McNally JS. Prediction of Carotid Intraplaque Hemorrhage Using Adventitial Calcification and Plaque Thickness on CTA. AJNR Am J Neuroradiol 2016; 37:1496-503. [PMID: 27102316 DOI: 10.3174/ajnr.a4765] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 01/28/2016] [Indexed: 12/21/2022]
Abstract
BACKGROUND AND PURPOSE Carotid intraplaque hemorrhage is associated with stroke, plaque thickness, stenosis, ulceration, and adventitial inflammation. Conflicting data exist on whether calcification is a marker of plaque instability, and no data exist on adventitial calcification. Our goal was to determine whether adventitial calcification and soft plaque (a rim sign) help predict carotid intraplaque hemorrhage. MATERIALS AND METHODS This was a retrospective cohort study of 96 patients who underwent carotid MRA and CTA within 1 month, from 2009 to 2016. We excluded occlusions (n = 4) and near occlusions (n = 0), leaving 188 carotid arteries. Intraplaque hemorrhage was detected by using MPRAGE. Calcification, adventitial pattern, stenosis, maximum plaque thickness (total, soft, and hard), ulceration, and intraluminal thrombus on CTA were recorded. Atherosclerosis risk factors and medications were recorded. We used mixed-effects multivariable Poisson regression, accounting for 2 vessels per patient. For the final model, backward elimination was used with a threshold of P < .10. Receiver operating characteristic analysis determined intraplaque hemorrhage by using the area under the curve. RESULTS Our final model included the rim sign (prevalence ratio = 11.9, P < .001) and maximum soft-plaque thickness (prevalence ratio = 1.2, P = .06). This model had excellent intraplaque hemorrhage prediction (area under the curve = 0.94), outperforming the rim sign, maximum soft-plaque thickness, NASCET stenosis, and ulceration (area under the curve = 0.88, 0.86, 0.77, and 0.63, respectively; P < .001). Addition of the rim sign performed better than each marker alone, including maximum soft-plaque thickness (area under the curve = 0.94 versus 0.86, P < .001), NASCET stenosis (area under the curve = 0.90 versus 0.77, P < .001), and ulceration (area under the curve = 0.90 versus 0.63, P < .001). CONCLUSIONS The CTA rim sign of adventitial calcification with internal soft plaque is highly predictive of carotid intraplaque hemorrhage.
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Affiliation(s)
- L B Eisenmenger
- From the Department of Radiology (L.B.E., B.W.A., S.-E.K., G.S.T., D.L.P., J.S.M.), Utah Center for Advanced Imaging Research
| | - B W Aldred
- From the Department of Radiology (L.B.E., B.W.A., S.-E.K., G.S.T., D.L.P., J.S.M.), Utah Center for Advanced Imaging Research
| | - S-E Kim
- From the Department of Radiology (L.B.E., B.W.A., S.-E.K., G.S.T., D.L.P., J.S.M.), Utah Center for Advanced Imaging Research
| | - G J Stoddard
- Department of Orthopedics (G.J.S.), Design and Biostatistics Center
| | | | - G S Treiman
- From the Department of Radiology (L.B.E., B.W.A., S.-E.K., G.S.T., D.L.P., J.S.M.), Utah Center for Advanced Imaging Research Department of Surgery (G.S.T.), University of Utah, Salt Lake City, Utah Department of Surgery (G.S.T.), VA Salt Lake City Health Care System, Salt Lake City, Utah
| | - D L Parker
- From the Department of Radiology (L.B.E., B.W.A., S.-E.K., G.S.T., D.L.P., J.S.M.), Utah Center for Advanced Imaging Research
| | - J S McNally
- From the Department of Radiology (L.B.E., B.W.A., S.-E.K., G.S.T., D.L.P., J.S.M.), Utah Center for Advanced Imaging Research
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Raggi P, Baldassarre D, Day S, de Groot E, Fayad Z. Non-invasive imaging of atherosclerosis regression with magnetic resonance to guide drug development. Atherosclerosis 2016; 251:476-482. [DOI: 10.1016/j.atherosclerosis.2016.06.028] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Revised: 06/14/2016] [Accepted: 06/15/2016] [Indexed: 12/17/2022]
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van Hoof RHM, Hermeling E, Truijman MTB, van Oostenbrugge RJ, Daemen JWH, van der Geest RJ, van Orshoven NP, Schreuder AH, Backes WH, Daemen MJAP, Wildberger JE, Kooi ME. Phase-based vascular input function: Improved quantitative DCE-MRI of atherosclerotic plaques. Med Phys 2016; 42:4619-28. [PMID: 26233189 DOI: 10.1118/1.4924949] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Quantitative pharmacokinetic modeling of dynamic contrast-enhanced (DCE)-MRI can be used to assess atherosclerotic plaque microvasculature, which is an important marker of plaque vulnerability. Purpose of the present study was (1) to compare magnitude- versus phase-based vascular input functions (m-VIF vs ph-VIF) used in pharmacokinetic modeling and (2) to perform model calculations and flow phantom experiments to gain more insight into the differences between m-VIF and ph-VIF. METHODS Population averaged m-VIF and ph-VIFs were acquired from 11 patients with carotid plaques and used for pharmacokinetic analysis in another 17 patients. Simulations, using the Bloch equations and the MRI scan geometry, and flow phantom experiments were performed to determine the effect of local blood velocity on the magnitude and phase signal enhancement. RESULTS Simulations and flow phantom experiments revealed that flow within the lumen can lead to severe underestimation of m-VIF, while this is not the case for the ph-VIF. In line, the peak concentration of the m-VIF is significantly lower than ph-VIF (p < 0.001), in vivo. Quantitative model parameters for m- and ph-VIF differed in absolute values but were moderate to strongly correlated with each other [K(trans) Spearman's ρ > 0.93 (p < 0.001) and vp Spearman's ρ > 0.58 (p < 0.05)]. CONCLUSIONS m-VIF is strongly influenced by local blood velocity, which leads to underestimation of the contrast medium concentration. Therefore, it is advised to use ph-VIF for DCE-MRI analysis of carotid plaques for accurate quantification.
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Affiliation(s)
- R H M van Hoof
- Department of Radiology, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands and CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht 6200 MD, The Netherlands
| | - E Hermeling
- Department of Radiology, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands and CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht 6200 MD, The Netherlands
| | - M T B Truijman
- Department of Radiology, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands; CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht 6200 MD, The Netherlands; and Department of Clinical Neurophysiology, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands
| | - R J van Oostenbrugge
- Department of Neurology, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands and CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht 6200 MD, The Netherlands
| | - J W H Daemen
- Department of Surgery, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands
| | - R J van der Geest
- Department of Radiology, Leiden University Medical Center, Leiden 2333 ZA, The Netherlands
| | - N P van Orshoven
- Department of Neurology, Orbis Medical Center, Sittard 6130 MB, The Netherlands
| | - A H Schreuder
- Department of Neurology, Atrium Medical Center, Heerlen 6401 CX, The Netherlands
| | - W H Backes
- Department of Radiology, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands
| | - M J A P Daemen
- Department of Pathology, Academic Medical Center, Amsterdam 1100 DD, The Netherlands
| | - J E Wildberger
- Department of Radiology, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands and CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht 6200 MD, The Netherlands
| | - M E Kooi
- Department of Radiology, Maastricht University Medical Center, Maastricht 6202 AZ, The Netherlands and CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht 6200 MD, The Netherlands
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Sun J, Canton G, Balu N, Hippe DS, Xu D, Liu J, Hatsukami TS, Yuan C. Blood Pressure Is a Major Modifiable Risk Factor Implicated in Pathogenesis of Intraplaque Hemorrhage: An In Vivo Magnetic Resonance Imaging Study. Arterioscler Thromb Vasc Biol 2016; 36:743-9. [PMID: 26848155 DOI: 10.1161/atvbaha.115.307043] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 01/20/2016] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Effective prevention and management strategies of intraplaque hemorrhage (IPH) remain elusive because of our limited knowledge regarding its contributing factors. This hypothesis-generating study aimed to investigate associations between cardiovascular risk factors and IPH for improved understanding of the pathogenesis of IPH. APPROACH AND RESULTS Asymptomatic subjects with 16% to 79% stenosis on ultrasound underwent carotid magnetic resonance imaging using a large-coverage, 3-dimensional magnetic resonance imaging protocol. Individual plaques (maximum thickness >1.5 mm) in bilateral carotid arteries were identified, and presence of IPH was determined. From 80 subjects, 176 de novo plaques were measured, of which 38 (21.6%) contained IPH. Blood pressure (BP), primarily low diastolic BP, was associated with IPH in multivariate analysis adjusted for age, sex, and plaque size (odds ratio with 95% confidence interval per 10-mm Hg increase: 0.51 [0.30-0.88]), which was little changed after adjusting for antihypertensive use and systemic atherosclerosis. Antiplatelet use was associated with IPH in age and sex-adjusted models (P=0.018), for which a trend remained after considering plaque size and past medical history (odds ratio for aspirin alone versus none: 3.1 [0.66-14.8]; odds ratio for clopidogrel or dual therapy versus none: 5.3 [0.80-35.0]; P=0.083). CONCLUSIONS Low diastolic BP was independently associated with IPH, which was not attributed to treatment difference or BP changes from systemic atherosclerosis. Hemodynamic changes from lowering diastolic BP may be the pathophysiological link. Prospective serial studies are needed to assess whether BP and antiplatelet use are associated with the development of new or repeated IPH.
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Affiliation(s)
- Jie Sun
- From the Departments of Radiology (J.S., N.B., D.S.H., D.X., C.Y.), Mechanical Engineering (G.C.), Bioengineering (J.L., C.Y.), and Surgery (T.S.H.), University of Washington, Seattle
| | - Gador Canton
- From the Departments of Radiology (J.S., N.B., D.S.H., D.X., C.Y.), Mechanical Engineering (G.C.), Bioengineering (J.L., C.Y.), and Surgery (T.S.H.), University of Washington, Seattle
| | - Niranjan Balu
- From the Departments of Radiology (J.S., N.B., D.S.H., D.X., C.Y.), Mechanical Engineering (G.C.), Bioengineering (J.L., C.Y.), and Surgery (T.S.H.), University of Washington, Seattle
| | - Daniel S Hippe
- From the Departments of Radiology (J.S., N.B., D.S.H., D.X., C.Y.), Mechanical Engineering (G.C.), Bioengineering (J.L., C.Y.), and Surgery (T.S.H.), University of Washington, Seattle
| | - Dongxiang Xu
- From the Departments of Radiology (J.S., N.B., D.S.H., D.X., C.Y.), Mechanical Engineering (G.C.), Bioengineering (J.L., C.Y.), and Surgery (T.S.H.), University of Washington, Seattle
| | - Jin Liu
- From the Departments of Radiology (J.S., N.B., D.S.H., D.X., C.Y.), Mechanical Engineering (G.C.), Bioengineering (J.L., C.Y.), and Surgery (T.S.H.), University of Washington, Seattle
| | - Thomas S Hatsukami
- From the Departments of Radiology (J.S., N.B., D.S.H., D.X., C.Y.), Mechanical Engineering (G.C.), Bioengineering (J.L., C.Y.), and Surgery (T.S.H.), University of Washington, Seattle
| | - Chun Yuan
- From the Departments of Radiology (J.S., N.B., D.S.H., D.X., C.Y.), Mechanical Engineering (G.C.), Bioengineering (J.L., C.Y.), and Surgery (T.S.H.), University of Washington, Seattle.
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Abstract
Plaque imaging by MR imaging provides a wealth of information on the characteristics of individual plaque that may reveal vulnerability to rupture, likelihood of progression, or optimal treatment strategy. T1-weighted and T2-weighted images among other options reveal plaque morphology and composition. Dynamic contrast-enhanced-MR imaging reveals plaque activity. To extract this information, image processing tools are needed. Numerous approaches for analyzing such images have been developed, validated against histologic gold standards, and used in clinical studies. These efforts are summarized in this article.
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Affiliation(s)
- Huijun Chen
- Department of Biomedical Engineering, Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Room No. 109, Haidian District, Beijing, China
| | - Qiang Zhang
- Department of Biomedical Engineering, Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Room No. 120, Haidian District, Beijing, China
| | - William Kerwin
- Department of Radiology, School of Medicine, University of Washington, 850 Republican Street, Seattle, WA 98109, USA.
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McLaughlin MS, Hinckley PJ, Treiman SM, Kim SE, Stoddard GJ, Parker DL, Treiman GS, McNally JS. Optimal Prediction of Carotid Intraplaque Hemorrhage Using Clinical and Lumen Imaging Markers. AJNR Am J Neuroradiol 2015; 36:2360-6. [PMID: 26338923 DOI: 10.3174/ajnr.a4454] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2015] [Accepted: 05/03/2015] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE MR imaging detects intraplaque hemorrhage with high accuracy by using the magnetization-prepared rapid acquisition of gradient echo sequence. Still, MR imaging is not readily available for all patients, and many undergo CTA instead. Our goal was to determine essential clinical and lumen imaging predictors of intraplaque hemorrhage, as indicators of its presence and clues to its pathogenesis. MATERIALS AND METHODS In this retrospective cross-sectional study, patients undergoing stroke work-up with MR imaging/MRA underwent carotid intraplaque hemorrhage imaging. We analyzed 726 carotid plaques, excluding vessels with non-carotid stroke sources (n = 420), occlusions (n = 7), or near-occlusions (n = 3). Potential carotid imaging predictors of intraplaque hemorrhage included percentage diameter and millimeter stenosis, plaque thickness, ulceration, and intraluminal thrombus. Clinical predictors were recorded, and a multivariable logistic regression model was fitted. Backward elimination was used to determine essential intraplaque hemorrhage predictors with a thresholded 2-sided P < .10. Receiver operating characteristic analysis was also performed. RESULTS Predictors of carotid intraplaque hemorrhage included plaque thickness (OR = 2.20, P < .001), millimeter stenosis (OR = 0.46, P < .001), ulceration (OR = 4.25, P = .020), age (OR = 1.11, P = .001), and male sex (OR = 3.23, P = .077). The final model discriminatory value was excellent (area under the curve = 0.932). This was significantly higher than models using only plaque thickness (area under the curve = 0.881), millimeter stenosis (area under the curve = 0.830), or ulceration (area under the curve= 0.715, P < .001). CONCLUSIONS Optimal discrimination of carotid intraplaque hemorrhage requires information on plaque thickness, millimeter stenosis, ulceration, age, and male sex. These factors predict intraplaque hemorrhage with high discriminatory power and may provide clues to the pathogenesis of intraplaque hemorrhage. This model could be used to predict the presence of intraplaque hemorrhage when MR imaging is contraindicated.
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Affiliation(s)
- M S McLaughlin
- From the Department of Radiology (M.S.M., P.J.H., S.M.T., S.-E.K., D.L.P., G.S.T., J.S.M.), Utah Center for Advanced Imaging Research
| | - P J Hinckley
- From the Department of Radiology (M.S.M., P.J.H., S.M.T., S.-E.K., D.L.P., G.S.T., J.S.M.), Utah Center for Advanced Imaging Research
| | - S M Treiman
- From the Department of Radiology (M.S.M., P.J.H., S.M.T., S.-E.K., D.L.P., G.S.T., J.S.M.), Utah Center for Advanced Imaging Research
| | - S-E Kim
- From the Department of Radiology (M.S.M., P.J.H., S.M.T., S.-E.K., D.L.P., G.S.T., J.S.M.), Utah Center for Advanced Imaging Research
| | - G J Stoddard
- Department of Orthopedics (G.J.S.), Study Design and Biostatistics Center
| | - D L Parker
- From the Department of Radiology (M.S.M., P.J.H., S.M.T., S.-E.K., D.L.P., G.S.T., J.S.M.), Utah Center for Advanced Imaging Research
| | - G S Treiman
- From the Department of Radiology (M.S.M., P.J.H., S.M.T., S.-E.K., D.L.P., G.S.T., J.S.M.), Utah Center for Advanced Imaging Research Department of Surgery (G.S.T.), University of Utah, Salt Lake City, Utah Department of Surgery (G.S.T.), VA Salt Lake City Health Care System, Salt Lake City, Utah
| | - J S McNally
- From the Department of Radiology (M.S.M., P.J.H., S.M.T., S.-E.K., D.L.P., G.S.T., J.S.M.), Utah Center for Advanced Imaging Research
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Xu J, Lu X, Shi GP. Vasa vasorum in atherosclerosis and clinical significance. Int J Mol Sci 2015; 16:11574-608. [PMID: 26006236 PMCID: PMC4463718 DOI: 10.3390/ijms160511574] [Citation(s) in RCA: 101] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Accepted: 05/11/2015] [Indexed: 12/12/2022] Open
Abstract
Atherosclerosis is a chronic inflammatory disease that leads to several acute cardiovascular complications with poor prognosis. For decades, the role of the adventitial vasa vasorum (VV) in the initiation and progression of atherosclerosis has received broad attention. The presence of VV neovascularization precedes the apparent symptoms of clinical atherosclerosis. VV also mediates inflammatory cell infiltration, intimal thickening, intraplaque hemorrhage, and subsequent atherothrombosis that results in stroke or myocardial infarction. Intraplaque neovessels originating from VV can be immature and hence susceptible to leakage, and are thus regarded as the leading cause of intraplaque hemorrhage. Evidence supports VV as a new surrogate target of atherosclerosis evaluation and treatment. This review provides an overview into the relationship between VV and atherosclerosis, including the anatomy and function of VV, the stimuli of VV neovascularization, and the available underlying mechanisms that lead to poor prognosis. We also summarize translational researches on VV imaging modalities and potential therapies that target VV neovascularization or its stimuli.
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Affiliation(s)
- Junyan Xu
- Second Clinical Medical College, Zhujiang Hospital and Southern Medical University, Guangzhou 510280, China.
| | - Xiaotong Lu
- Second Clinical Medical College, Zhujiang Hospital and Southern Medical University, Guangzhou 510280, China.
| | - Guo-Ping Shi
- Second Clinical Medical College, Zhujiang Hospital and Southern Medical University, Guangzhou 510280, China.
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA.
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Chen H, Sun J, Kerwin WS, Balu N, Neradilek MB, Hippe DS, Isquith D, Xue Y, Yamada K, Peck S, Yuan C, O’Brien KD, Zhao XQ. Scan-rescan reproducibility of quantitative assessment of inflammatory carotid atherosclerotic plaque using dynamic contrast-enhanced 3T CMR in a multi-center study. J Cardiovasc Magn Reson 2014; 16:51. [PMID: 25084698 PMCID: PMC4237824 DOI: 10.1186/s12968-014-0051-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2014] [Accepted: 06/30/2014] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The aim of this study is to investigate the inter-scan reproducibility of kinetic parameters in atherosclerotic plaque using dynamic contrast-enhanced (DCE) cardiovascular magnetic resonance (CMR) in a multi-center setting at 3T. METHODS Carotid arteries of 51 subjects from 15 sites were scanned twice within two weeks on 3T scanners using a previously described DCE-CMR protocol. Imaging data with protocol compliance and sufficient image quality were analyzed to generate kinetic parameters of vessel wall, expressed as transfer constant (K trans ) and plasma volume (v p ). The inter-scan reproducibility was evaluated using intra-class correlation coefficient (ICC) and coefficient of variation (CV). Power analysis was carried out to provide sample size estimations for future prospective study. RESULTS Ten (19.6%) subjects were found to suffer from protocol violation, and another 6 (11.8%) had poor image quality (n=6) in at least one scan. In the 35 (68.6%) subjects with complete data, the ICCs of K trans and v p were 0.65 and 0.28, respectively. The CVs were 25% and 62%, respectively. The ICC and CV for v p improved to 0.73 and 28% in larger lesions with analyzed area larger than 25 mm2. Power analysis based on the measured CV showed that 50 subjects per arm are sufficient to detect a 20% difference in change of K trans over time between treatment arms with 80% power without consideration of the dropout rate. CONCLUSION The result of this study indicates that quantitative measurement from DCE-CMR is feasible to detect changes with a relatively modest sample size in a prospective multi-center study despite the limitations. The relative high dropout rate suggested the critical needs for intensive operator training, optimized imaging protocol, and strict quality control in future studies.
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Affiliation(s)
- Huijun Chen
- Department of Biomedical Engineering, Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Beijing 100084, China
- Department of Radiology, University of Washington, 850 Republican St, Seattle 98109, WA, USA
| | - Jie Sun
- Department of Radiology, University of Washington, 850 Republican St, Seattle 98109, WA, USA
| | - William S Kerwin
- Department of Radiology, University of Washington, 850 Republican St, Seattle 98109, WA, USA
| | - Niranjan Balu
- Department of Radiology, University of Washington, 850 Republican St, Seattle 98109, WA, USA
| | - Moni B Neradilek
- The Mountain-Whisper-Light Statistics, 1827 23rd Ave. East, Seattle 98112, WA, USA
| | - Daniel S Hippe
- Department of Radiology, University of Washington, 850 Republican St, Seattle 98109, WA, USA
| | - Daniel Isquith
- Division of Cardiology, University of Washington School of Medicine, 325 9th Ave, Harborview Medical Center, Seattle 98104, WA, USA
| | - Yunjing Xue
- Department of Radiology, University of Washington, 850 Republican St, Seattle 98109, WA, USA
| | - Kiyofumi Yamada
- Department of Radiology, University of Washington, 850 Republican St, Seattle 98109, WA, USA
| | - Suzanne Peck
- Division of Cardiology, University of Washington School of Medicine, 325 9th Ave, Harborview Medical Center, Seattle 98104, WA, USA
| | - Chun Yuan
- Department of Biomedical Engineering, Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Beijing 100084, China
- Department of Radiology, University of Washington, 850 Republican St, Seattle 98109, WA, USA
| | - Kevin D O’Brien
- Division of Cardiology, University of Washington School of Medicine, 325 9th Ave, Harborview Medical Center, Seattle 98104, WA, USA
| | - Xue-Qiao Zhao
- Division of Cardiology, University of Washington School of Medicine, 325 9th Ave, Harborview Medical Center, Seattle 98104, WA, USA
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41
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Wu T, Wang J, Song Y, Deng X, Li A, Wei J, He L, Zhao X, Li R, Zhou Z, Wu W, Huang J, Jiao S, Yuan C, Chen H. Homologous HOmologous Black-Bright-blood and flexible Interleaved imaging sequence (HOBBI) for dynamic contrast-enhanced MRI of the vessel wall. Magn Reson Med 2014; 73:1754-63. [PMID: 24805922 DOI: 10.1002/mrm.25287] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2013] [Revised: 03/27/2014] [Accepted: 04/16/2014] [Indexed: 12/17/2022]
Abstract
PURPOSE To present a HOmologous Black-Bright-blood and flexible Interleaved imaging (HOBBI) sequence for dynamic contrast-enhanced magnetic resonance imaging (MRI) of the vessel wall. THEORY AND METHODS A HOBBI sequence is proposed to acquire high-spatial-resolution black-blood and high-temporal-resolution bright-blood dynamic contrast-enhanced images in an interleaved fashion. Black-blood imaging allows for thin vessel wall evaluation, whereas bright-blood imaging obtains the arterial input function accurately. A simulation was performed to assess the accuracy of the pharmacokinetic parameters [transfer constant (K(trans) ) and fractional plasma volume (vp )] generated from HOBBI. In vivo evaluation was also used to validate HOBBI in an animal model of aortic atherosclerosis. RESULTS In the simulation test, the estimated K(trans) and vp measured by HOBBI were more accurate than those from black-blood dynamic contrast-enhanced-MRI. In the animal model testing, K(trans) and vp also demonstrated good interscan reproducibility (K(trans) : ICC = 0.77, vp : ICC = 0.72, respectively). Additionally, K(trans) showed a significant increase from 1 month (0.026 ± 0.013 min(-1) ) to 2 months (0.069 ± 0.018 min(-1) ) in animal model plaque progression after balloon injury. CONCLUSION The proposed HOBBI sequence was demonstrated to be feasible and accurate in estimating the pharmacokinetic parameters of the atherosclerotic vessel wall, and has potential to become an early screening tool for atherosclerosis disease.
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Affiliation(s)
- Tingting Wu
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
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42
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Chen H, Wu T, Kerwin WS, Yuan C. Atherosclerotic plaque inflammation quantification using dynamic contrast-enhanced (DCE) MRI. Quant Imaging Med Surg 2014; 3:298-301. [PMID: 24404443 DOI: 10.3978/j.issn.2223-4292.2013.12.01] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2013] [Accepted: 12/05/2013] [Indexed: 01/12/2023]
Abstract
Inflammation plays an important role in atherosclerosis. Given the increasing interest in using in-vivo imaging methods to study the physiology and treatment effects in atherosclerosis, noninvasive intraplaque inflammation quantitative method is needed. Dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) has been proposed and validated to quantitatively characterize atherosclerotic plaque inflammation. Recent studies have optimized the imaging protocol, pharmacokinetic modeling techniques. All of these technical advances further promoted DCE-MRI to clinical investigations in plaque risk assessment and therapeutic response monitor. Although larger clinical studies are still needed, DCE-MRI has been proven to be a promising tool to reveal more about intraplaque inflammation by in vivo quantitative inflammation imaging.
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Affiliation(s)
- Huijun Chen
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China
| | - Tingting Wu
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China
| | - William S Kerwin
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Chun Yuan
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University, Beijing 100084, China; ; Department of Radiology, University of Washington, Seattle, Washington, USA
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43
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Romero JM, Pizzolato R, Atkinson W, Meader A, Jaimes C, Lamuraglia G, Jaff MR, Buonanno F, Delgado Almandoz J, Gonzalez RG. Vasa vasorum enhancement on computerized tomographic angiography correlates with symptomatic patients with 50% to 70% carotid artery stenosis. Stroke 2013; 44:3344-9. [PMID: 24172578 DOI: 10.1161/strokeaha.113.002400] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Significant stenosis of the internal carotid artery (ICA) is an established stroke risk factor. Recent evidence suggests that features within the atherosclerotic plaque also have prognostic value. The purpose of this study was to correlate the enhancement of the vasa vasorum (VV) overlying the carotid artery plaque with acute neurological symptoms in patients with 50% to 70% ICA stenosis. METHODS We conducted a 4-year retrospective computerized tomographic angiographic review to identify patients with 50% to 70% stenosis of the ICA. Three types of plaques were identified: enhancing VV, calcified, and nonenhancing-noncalcified. Medical records were reviewed for cardiovascular risk factors and neurological status, and imaging was reviewed for signs of a recent stroke. RESULTS We identified a total of 428 patients with 50% to 70% ICA stenosis: 103 (24.1%) had enhancing VV, 202 (47.2%) calcified, and 123 (28.7%) nonenhancing-noncalcified arteries; 97 were symptomatic and 331 asymptomatic. Thirty-three (34%) symptomatic subjects demonstrated enhancing VV, 42 (20%) had calcified arterial plaques, and 22 (17%) had nonenhancing-noncalcified arterial plaques. Fisher exact tests revealed that the proportion of symptomatic individuals with enhancing VV plaque was double that of the other groups combined (P=0.015; odds ratio, 1.92; 95% confidence interval, 1.17-3.16). Regression analyses confirmed this association as independent from other known cardiovascular risk factors. CONCLUSIONS In patients with 50% to 70% ICA stenosis, VV enhancement recognized on computed tomographic angiography is strongly associated with acute neurological symptoms compared with calcified and nonenhancing-noncalcified arterial plaques. This finding may aid in the identification of patients at increased risk for ischemic stroke within populations with the same degree of stenosis.
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Affiliation(s)
- Javier M Romero
- From the Departments of Radiology (J.M.R., R.P., W.A., A.M., C.J., R.G.G.), Surgery (G.L.), Cardiology (M.R.J.), and Neurology (F.B.), Massachusetts General Hospital, Harvard University, Boston; and Department of Interventional Neuroradiology, Neuroscience Institute, Abbott Northwestern Hospital, Minneapolis, MN (J.D.A.)
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