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Garcia JR, Olivero R, Arrieta-Aldea I, Romero JA, Riera E, Cañas-Ruano E, Garrido N, Du J, Guerri R. Association between cardiovascular inflammation and alterations in immune system induced by HIV infection detected on [ 18F]FDG PET/MRI. Rev Esp Med Nucl Imagen Mol 2024; 43:500042. [PMID: 39127392 DOI: 10.1016/j.remnie.2024.500042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 07/09/2024] [Indexed: 08/12/2024]
Abstract
OBJECTIVE To assess by [18F]FDG PET/MR the biomarkers of HIV-induced inflammation at baseline and 1 year post-antiretroviral therapy (ART). METHODS Prospective study, 14 patients, newly diagnosed HIV-positive, asymptomatic. [18F]FDG PET/MRI (PET/MR-3.0T, Signa.GE) whole body and heart was performed, baseline and 1 year post-ART. Qualitative vascular assessment (hepatic reference). Quantitative assessment (SUVmax) of the whole body. T1 and T2 value estimation in 16 myocardial segments. RESULTS Baseline CMR showed in 3 (21.4%) a decreased LVEF, normalising post-TAR. Fibrosis was ruled out (T1), with no signs of myocardial oedema (T2) at baseline or post-TAR. Four (28.6%) showed baseline vascular [18F]FDG uptake, two in ascending thoracic aorta and two in ascending and descending thoracic aorta, normalising post-TAR. All (100%) showed basal lymph-nodes activity; supra (n:14) and infradiaphragmatic (n:13), laterocervical (n:14) and inguinal (n:13), with variable number of territories (9 patients >6;64.3%). Post-ART, 7 patients (50%) showed resolution and the other 7 reduction in extension (0 patients >5): 7 supra (100%) and 2 infradiaphragmatic (28.6%), 5 in the axilla and 2 in the groin. All (100%) had persistent basal adenoid uptake post-ART, 9 (64.3%) splenic all resolved post-ART and 7 (50.5%) gastric, persistent 3 post-ART. CONCLUSIONS Cardiovascular biomarkers by [18F]FDG PET/MR have shown baseline 28.6% of patients with large vessel activity and 21.4% with low LVEF, normalising post-ART. Inflammatory/immune biomarkers showed baseline activity in 100% of lymph-nodes, 100% adenoids, 64.3% splenic and 50.5% gastric. Post-TAR the reduction was 50% lymph-nodes, 0% adenoid, 100% splenic and 57.1% gastric.
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Affiliation(s)
| | | | | | | | - E Riera
- Unidad PET/RM, CETIR ASCIRES, Spain
| | - E Cañas-Ruano
- Servicio de Infecciosas, Hospital del Mar, Barcelona, Spain
| | | | - J Du
- Instituto de Investigaciones Médicas, Hospital del Mar, Barcelona, Spain
| | - R Guerri
- Servicio de Infecciosas, Hospital del Mar, Barcelona, Spain
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Urbak L, Ripa RS, Sandholt BV, Kjaer A, Sillesen H, Graebe M. Carotid plaque inflammatory activity assessed by 2-[18F]FDG-PET imaging decrease after a neurological thromboembolic event. EJNMMI Res 2021; 11:30. [PMID: 33755791 PMCID: PMC7988031 DOI: 10.1186/s13550-021-00773-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 03/11/2021] [Indexed: 11/10/2022] Open
Abstract
Background Atherosclerotic plaque vulnerability is comprised by plaque composition driven by inflammatory activity and these features can be depicted with 3D ultrasound and 2-[18F]FDG-PET, respectively. The study investigated timely changes in carotid artery plaque inflammation and morphology after a thromboembolic event with PET/CT and novel ultrasound volumetric grayscale median (GSM) readings. Patients with a single hemisphere-specific neurological symptom and the presence of an ipsilateral carotid artery atherosclerotic plaque were prospectively included to both 2-[18F]FDG PET/CT and 3D ultrasound scans of the plaque immediately after their event and again three months later. On PET/CT images the maximum standardized uptake value (SUVmax) was measured and the volumetric ultrasound acquisitions were analyzed using a semiautomated software measuring GSM values. Results Baseline scans were performed by a mean of 7 days (range 2–14) after the symptom and again after 98 days (range 91–176). For the entire group (n = 14), we found a decrease in average SUVmax from baseline to follow-up of − 0.18 (95% confidence interval: − 0.34 to − 0.02, P = 0.034). GSM did not increase significantly over time (mean change: + 2.21, 95% confidence interval: − 17.02 to 21.44, P = 0.808). Conclusion A decrease in culprit lesion 2-[18F]FDG-uptake 3 months after an event indicates a decrease in inflammatory activity, suggesting that carotid plaque stabilization over time. 3D ultrasound morphological quantitative differences in GSM were not detectable after 3 months.
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Affiliation(s)
- Laerke Urbak
- Department of Vascular Surgery, Copenhagen University Hospital, Blegdamsvej 9, 2100, Copenhagen, Denmark.
| | - Rasmus S Ripa
- Department of Clinical Physiology, Nuclear Medicine and PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Benjamin V Sandholt
- Department of Vascular Surgery, Copenhagen University Hospital, Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - Andreas Kjaer
- Department of Clinical Physiology, Nuclear Medicine and PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Henrik Sillesen
- Department of Vascular Surgery, Copenhagen University Hospital, Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - Martin Graebe
- Department of Vascular Surgery, Copenhagen University Hospital, Blegdamsvej 9, 2100, Copenhagen, Denmark
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Johnsrud K, Seierstad T, Russell D, Revheim ME. Inter-reader agreement of 18F-FDG PET/CT for the quantification of carotid artery plaque inflammation. JRSM Cardiovasc Dis 2021; 9:2048004020980941. [PMID: 33403110 PMCID: PMC7747113 DOI: 10.1177/2048004020980941] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 10/28/2020] [Accepted: 11/24/2020] [Indexed: 11/23/2022] Open
Abstract
Introduction A significant proportion of ischemic strokes are caused by emboli from unstable atherosclerotic carotid artery plaques. Inflammation is a key feature of plaque instability. Positron emission tomography/computed tomography (PET/CT) with 2-deoxy-2-(18F)-fluoro-D-glucose (18F-FDG) is a promising technique to quantify plaque inflammation, but a consensus on the methodology has not been established. High inter-reader agreement is essential if 18F-FDG PET/CT is to be used as a clinical tool for the assessment of unstable plaques and stroke risk. Methods We assessed the inter-reader variability of different methods for quantification of 18F-FDG uptake in 43 patients with carotid artery stenosis ≥70%. Two independent readers delineated the plaque and collected maximum standardized uptake value (SUVmax) from all axial PET slices containing the atherosclerotic plaque. Results Uptake values with and without background correction were calculated and intraclass correlation coefficients were highest for uncorrected uptake values (0.97–0.98) followed by those background corrected by subtraction (0.89–0.94) and lowest for those background corrected by division (0.74–0.79). Conclusion Quantification methods without background correction have the highest inter-reader agreement for 18F-FDG PET of carotid artery plaque inflammation. The use of the single highest uptake value (max SUVmax) from the plaque will facilitate the method’s clinical utility in stroke prevention.
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Affiliation(s)
- Kjersti Johnsrud
- Department of Nuclear Medicine, Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Therese Seierstad
- Department for Research and Development, Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - David Russell
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Mona-Elisabeth Revheim
- Department of Nuclear Medicine, Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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Bueno A, March JR, Garcia P, Cañibano C, Ferruelo A, Fernandez-Casado JL. Carotid Plaque Inflammation Assessed by 18F-FDG PET/CT and Lp-PLA 2 Is Higher in Symptomatic Patients. Angiology 2020; 72:260-267. [PMID: 33089697 DOI: 10.1177/0003319720965419] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Carotid plaque inflammation assessed by 2-deoxy-2-[18F]fluoro-D-glucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) and lipoprotein-associated phospholipase A2 (Lp-PLA2) levels are higher in symptomatic patients. The aim of this study was to assess correlations between 18F-FDG uptake on PET scan of carotid artery plaques, plasma levels of Lp-PLA2, and cerebrovascular symptoms. The study included 45 consecutive patients (22 symptomatic, 23 asymptomatic) with >70% carotid stenosis. Patients were examined by hybrid PET/CT, and maximum standardized uptake values (SUVmax) were recorded. Blood samples were obtained, and plasma was stored at -80 °C for subsequent Lp-PLA2 analysis. Symptomatic and asymptomatic patients showed no significant difference in classical cardiovascular risk factors. Asymptomatic carotid stenosis patients more frequently had a history of coronary artery disease (P = .025) and peripheral artery disease (P = .012). The symptomatic group had higher 18F-FDG uptake in carotid plaques (P < .001), higher plasma Lp-PLA2 (P < .01), and higher high-sensitive C-reactive protein (P = .022). 2-Deoxy-2-[18F]fluoro-D-glucose uptake on PET/CT and plasma Lp-PLA2 show a statistically significant association with the symptomatic status of carotid plaques.
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Affiliation(s)
- Alicia Bueno
- Angiology and Vascular Surgery Department, 16503Hospital Universitario de Getafe, Madrid, Spain.,Getafe Health Research Institute, Madrid, Spain
| | - Jose Ramon March
- Angiology and Vascular Surgery Department, 16503Hospital Universitario de Getafe, Madrid, Spain.,Getafe Health Research Institute, Madrid, Spain
| | - Pilar Garcia
- Getafe Health Research Institute, Madrid, Spain.,Nuclear Medicine Department, 16503Hospital Universitario de Getafe, Madrid, Spain
| | - Cristina Cañibano
- Angiology and Vascular Surgery Department, 16503Hospital Universitario de Getafe, Madrid, Spain.,Getafe Health Research Institute, Madrid, Spain
| | - Antonio Ferruelo
- Department of Critical Care, 16503Hospital Universitario de Getafe, Madrid, Spain.,Ciber Enfermedades Respiratorias (CIBER), Getafe Health Research Institute, Madrid, Spain
| | - Jose Luis Fernandez-Casado
- Angiology and Vascular Surgery Department, 16503Hospital Universitario de Getafe, Madrid, Spain.,Getafe Health Research Institute, Madrid, Spain
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Johnsrud K, Skagen K, Seierstad T, Skjelland M, Russell D, Revheim ME. 18F-FDG PET/CT for the quantification of inflammation in large carotid artery plaques. J Nucl Cardiol 2019; 26:883-893. [PMID: 29209949 PMCID: PMC6517604 DOI: 10.1007/s12350-017-1121-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 10/19/2017] [Indexed: 11/26/2022]
Abstract
BACKGROUND There is currently no consensus on the methodology for quantification of 18F-FDG uptake in inflammation in atherosclerosis. In this study, we explore different methods for quantification of 18F-FDG uptake in carotid atherosclerotic plaques and correlate the uptake values to histological assessments of inflammation. METHODS AND RESULTS Forty-four patients with atherosclerotic stenosis ≥70% of the internal carotid artery underwent 18F-FDG PET/CT. Maximum standardized uptake values (SUVmax) from all plaque-containing slices were collected. SUVmax for the single highest and the mean of multiple slices with and without blood background correction (by subtraction (cSUV) or by division (target-to-background ratio (TBR)) were calculated. Following endarterectomy 30 plaques were assessed histologically. The length of the plaques at CT was 6-32 mm. The 18F-FDG uptake in the plaques was 1.15-2.66 for uncorrected SUVs, 1.16-3.19 for TBRs, and 0.20-1.79 for cSUVs. There were significant correlations between the different uptake values (r = 0.57-0.99, P < 0.001). Methods with and without blood background correction showed similar, moderate correlations to the amount of inflammation assessed at histology (r = 0.44-0.59, P < 0.02). CONCLUSIONS In large stenotic carotid plaques, 18F-FDG uptake reflects the inflammatory status as assessed at histology. Increasing number of PET slices or background correction did not change the correlation.
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Affiliation(s)
- Kjersti Johnsrud
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Postbox 4950, Nydalen, 0424, Oslo, Norway.
- Institute of Clinical Medicine, University of Oslo, Postbox 1171, Blindern, 0318, Oslo, Norway.
| | - Karolina Skagen
- Department of Neurology, Oslo University Hospital, Postbox 4950, Nydalen, 0424, Oslo, Norway
| | - Therese Seierstad
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Postbox 4950, Nydalen, 0424, Oslo, Norway
| | - Mona Skjelland
- Department of Neurology, Oslo University Hospital, Postbox 4950, Nydalen, 0424, Oslo, Norway
| | - David Russell
- Institute of Clinical Medicine, University of Oslo, Postbox 1171, Blindern, 0318, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Postbox 4950, Nydalen, 0424, Oslo, Norway
| | - Mona-Elisabeth Revheim
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Postbox 4950, Nydalen, 0424, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Postbox 1171, Blindern, 0318, Oslo, Norway
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Ripa RS, Pedersen SF, Kjær A. PET/MR Imaging in Vascular Disease: Atherosclerosis and Inflammation. PET Clin 2016; 11:479-88. [PMID: 27593251 DOI: 10.1016/j.cpet.2016.05.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
For imaging of atherosclerotic disease, lumenography using computed tomography, ultrasonography, or invasive angiography is still the backbone of evaluation. However, these methods are less effective to predict the likelihood of future thromboembolic events caused by vulnerability of plaques. PET and MR imaging have been used separately with success for plaque characterization. Where MR imaging has the ability to reveal plaque composition, PET has the ability to visualize plaque activity. Together this leads to a comprehensive evaluation of plaque vulnerability. In this review, the authors go through data and arguments that support increased use of PET/MR imaging in atherosclerotic imaging.
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Affiliation(s)
- Rasmus Sejersten Ripa
- Department of Clinical Physiology, Nuclear Medicine & PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, KF-4012, Rigshosptialet, Blegdamsvej 9, Copenhagen 2100, Denmark
| | - Sune Folke Pedersen
- Department of Clinical Physiology, Nuclear Medicine & PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, KF-4012, Rigshosptialet, Blegdamsvej 9, Copenhagen 2100, Denmark
| | - Andreas Kjær
- Department of Clinical Physiology, Nuclear Medicine & PET and Cluster for Molecular Imaging, Rigshospitalet and University of Copenhagen, KF-4012, Rigshosptialet, Blegdamsvej 9, Copenhagen 2100, Denmark.
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Gholami S, Salavati A, Houshmand S, Werner TJ, Alavi A. Assessment of atherosclerosis in large vessel walls: A comprehensive review of FDG-PET/CT image acquisition protocols and methods for uptake quantification. J Nucl Cardiol 2015; 22:468-79. [PMID: 25827619 DOI: 10.1007/s12350-015-0069-8] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2014] [Accepted: 01/05/2015] [Indexed: 01/02/2023]
Abstract
There is growing evidence showing the importance of fluorodeoxyglucose positron emission tomography (FDG-PET) in the evaluation of vessel wall inflammation and atherosclerosis. Although this imaging modality has been increasingly used, there are various methods for image acquisition and evaluating FDG uptake activity in the vessel walls and atherosclerotic lesions, including qualitative visual scaling, semi-quantitative, and quantitative evaluations. Using each of these image acquisition protocols and measurement methods may result in different findings. In this review, we are going to describe the various image acquisition methods and common measurement strategies reflected in the literature and discuss their advantages and flaws.
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Affiliation(s)
- Saeid Gholami
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA, 19104, USA,
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Pedersen SF, Sandholt BV, Keller SH, Hansen AE, Clemmensen AE, Sillesen H, Højgaard L, Ripa RS, Kjær A. 64Cu-DOTATATE PET/MRI for Detection of Activated Macrophages in Carotid Atherosclerotic Plaques: Studies in Patients Undergoing Endarterectomy. Arterioscler Thromb Vasc Biol 2015; 35:1696-703. [PMID: 25977567 PMCID: PMC4479665 DOI: 10.1161/atvbaha.114.305067] [Citation(s) in RCA: 94] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Accepted: 05/03/2015] [Indexed: 12/30/2022]
Abstract
OBJECTIVE A feature of vulnerable atherosclerotic plaques of the carotid artery is high activity and abundance of lesion macrophages. There is consensus that this is of importance for plaque vulnerability, which may lead to clinical events, such as stroke and transient ischemic attack. We used positron emission tomography (PET) and the novel PET ligand [(64)Cu] [1,4,7,10-tetraazacyclododecane-N,N',N″,N‴-tetraacetic acid]-d-Phe1,Tyr3-octreotate ((64)Cu-DOTATATE) to specifically target macrophages via the somatostatin receptor subtype-2 in vivo. APPROACH AND RESULTS Ten patients underwent simultaneous PET/MRI to measure (64)Cu-DOTATATE uptake in carotid artery plaques before carotid endarterectomy. (64)Cu-DOTATATE uptake was significantly higher in symptomatic plaque versus the contralateral carotid artery (P<0.001). Subsequently, a total of 62 plaque segments were assessed for gene expression of selected markers of plaque vulnerability using real-time quantitative polymerase chain reaction. These results were compared with in vivo (64)Cu-DOTATATE uptake calculated as the mean standardized uptake value. Univariate analysis of real-time quantitative polymerase chain reaction and PET showed that cluster of differentiation 163 (CD163) and CD68 gene expression correlated significantly but weakly with mean standardized uptake value in scans performed 85 minutes post injection (P<0.001 and P=0.015, respectively). Subsequent multivariate analysis showed that CD163 correlated independently with (64)Cu-DOTATATE uptake (P=0.031) whereas CD68 did not contribute significantly to the final model. CONCLUSIONS The novel PET tracer (64)Cu-DOTATATE accumulates in atherosclerotic plaques of the carotid artery. CD163 gene expression correlated independently with (64)Cu-DOTATATE uptake measured by real-time quantitative polymerase chain reaction in the final multivariate model, indicating that (64)Cu-DOTATATE PET is detecting alternatively activated macrophages. This association could potentially improve noninvasive identification and characterization of vulnerable plaques.
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Affiliation(s)
- Sune Folke Pedersen
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark.
| | - Benjamin Vikjær Sandholt
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Sune Høgild Keller
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Adam Espe Hansen
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Andreas Ettrup Clemmensen
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Henrik Sillesen
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Liselotte Højgaard
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Rasmus Sejersten Ripa
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Andreas Kjær
- From the Department of Clinical Physiology, Nuclear Medicine and PET (S.F.P., A.E.C., L.H., R.S.R., A.K., S.H.K., A.E.H.), Cluster for Molecular Imaging (S.F.P., A.E.C., L.H., R.S.R., A.K.), Department of Vascular Surgery (B.V.S., H.S.), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
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Knudsen A, Hag AMF, Loft A, von Benzon E, Keller SH, Møller HJ, Lebech AM, Ripa RS, Kjær A. HIV infection and arterial inflammation assessed by (18)F-fluorodeoxyglucose (FDG) positron emission tomography (PET): a prospective cross-sectional study. J Nucl Cardiol 2015; 22:372-80. [PMID: 25467249 PMCID: PMC4353859 DOI: 10.1007/s12350-014-0032-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Accepted: 10/27/2014] [Indexed: 01/25/2023]
Abstract
BACKGROUND HIV-infected patients are at increased risk of myocardial infarction and arterial inflammation has been suggested as a pathophysiological explanation. We compared the uptake of (18)F-fluorodeoxyglucose (FDG) by PET in four arterial regions, and factors associated with FDG uptake in well-treated HIV-infected patients without cardiovascular disease (CVD) and healthy controls. METHODS AND RESULTS We prospectively scanned 26 HIV-infected patients on stable antiretroviral therapy and 25 healthy volunteers with FDG PET/CT, measuring standardized uptake values (SUV) in the carotid arteries, the ascending, descending, and abdominal aorta. We performed correlation analyses between FDG uptake and intima-media thickness (IMT), and soluble biomarkers of inflammation. We found no difference in arterial FDG uptake between the HIV-infected patients and healthy controls quantified either as mean SUVmax or target-to background ratio in the carotid region, the ascending aorta, the descending aorta, or the abdominal aorta. Correlations between SUV, IMT, and soluble biomarkers were scarce in both groups. CONCLUSION In a group of optimally treated HIV-infected patients with full viral suppression, low Framingham risk score and no known CVD, we found no evidence of increased arterial inflammation as assessed by FDG PET/CT compared to healthy volunteers.
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Affiliation(s)
- Andreas Knudsen
- Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Kettegaard Allé 30, 2650, Hvidovre, Denmark,
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Skagen K, Johnsrud K, Evensen K, Scott H, Krohg-Sørensen K, Reier-Nilsen F, Revheim ME, Fjeld JG, Skjelland M, Russell D. Carotid plaque inflammation assessed with (18)F-FDG PET/CT is higher in symptomatic compared with asymptomatic patients. Int J Stroke 2015; 10:730-6. [PMID: 25588553 DOI: 10.1111/ijs.12430] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Accepted: 11/05/2014] [Indexed: 11/29/2022]
Abstract
BACKGROUND Carotid artery plaque inflammation is thought to be an important marker of plaque vulnerability and increased stroke risk. AIM The main aim of this study was to assess the level of agreement between 2-deoxy-2-[(18)F] fluoro-D-glucose (18F-FDG) uptake on PET (positron emission tomography) scan in carotid plaques, with cerebrovascular symptoms, carotid plaque ultrasound echogenicity and histological assessments of plaque inflammation. METHODS Thirty-six patients with ≥70% carotid stenosis scheduled for carotid endarterectomy underwent a Colour Duplex ultrasound, (18)F-FDG PET/CT and blood tests less than 24 h prior to surgery. Plaques were defined as symptomatic when associated with ipsilateral cerebral ischemic symptoms within 30 days prior to inclusion. Plaques were assessed histologically following endarterectomy. The level of agreement between (18)F-FDG uptake (mean SUVmax and SUVmax ), and target-to-background ratio, symptoms, plaque echolucency, and histological evidence of inflammation was assessed. RESULTS The amount of (18)F-FDG uptake in plaques and the amount of inflammation on histological assessment were significantly correlated (r = 0·521, P = 0·003). (18)F-FDG uptake was significantly higher in symptomatic plaques with median SUVmax 1·75 (1·26-2·04) in symptomatic, and 1·43 (1·15-2·28) in asymptomatic patients (P = 0·03). (18)F-FDG uptake was also positively correlated with echolucency on Doppler ultrasound (P = 0·03). CONCLUSION (18)F-FDG uptake on PET/CT correlated with histological assessments of inflammation and was higher in patients with symptomatic compared with asymptomatic carotid artery plaques. These results support the use of (18)F-FDG PET/CT in the detection inflammation in carotid atherosclerosis, which may be of help in the detection of vulnerable plaques.
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Affiliation(s)
- Karolina Skagen
- Department of Neurology, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Kjersti Johnsrud
- Department of Radiology and Nuclear Medicine, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Kristin Evensen
- Department of Neurology, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Helge Scott
- Department of Pathology, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Kirsten Krohg-Sørensen
- Department of Thoracic Surgery, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Frode Reier-Nilsen
- Department of Vascular and Thoracic surgery, Akershus University Hospital, Oslo, Norway
| | | | - Jan Gunnar Fjeld
- Department of Radiology and Nuclear Medicine, Oslo University Hospital and Akershus University College of Applied Sciences, Oslo, Norway
| | - Mona Skjelland
- Department of Neurology, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - David Russell
- Department of Neurology, Oslo University Hospital and University of Oslo, Oslo, Norway
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Müller HFG, Viaccoz A, Fisch L, Bonvin C, Lovblad KO, Ratib O, Lalive P, Pagano S, Vuilleumier N, Willi JP, Sztajzel R. 18FDG-PET-CT: an imaging biomarker of high-risk carotid plaques. Correlation to symptoms and microembolic signals. Stroke 2014; 45:3561-6. [PMID: 25370581 DOI: 10.1161/strokeaha.114.006488] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE We investigated whether uptake of (18)fluoro-2-deoxy-d-glucose (18FDG) positron emission tomography-computed tomography (PET-CT) correlated to clinical symptoms and presence of microembolic signals (MES) detected by transcranial Doppler in patients with carotid stenosis. METHODS 18FDG-PET-CT and MES detection was performed in consecutive patients with 50% to 99% symptomatic or asymptomatic carotid stenoses. Uptake index was defined by a target to background ratio (TBR) between maximum standardized uptake value of the carotid plaque and the mean standardized uptake value of the jugular veins. End points for analysis were presence of symptoms and presence of MES. RESULTS We included 123 stenosis derived from 110 patients, 60 symptomatic and 63 asymptomatic. MES positive (+) lesions were found in 16%. TBR values were higher in symptomatic compared with asymptomatic (median 2.07 versus 1.78; P<0.0018) and in MES+ compared with MES- plaques (median 2.14 versus 1.86; P<0.008). TBR values were also higher in asymptomatic MES+ compared with MES- plaques (median 1.97 versus 1.76; P<0.03). The best TBR threshold value for symptomatic versus asymptomatic, for MES+ versus MES-, for symptomatic MES+ versus symptomatic or asymptomatic MES-, and for asymptomatic MES+ versus asymptomatic MES- plaques was 1.9. Sensitivity/specificity were, respectively, 56/77%, 73/63%, 79/64%, and 80/77%. We found a strong correlation between number of MES and TBR values (ρ 0.26; P=0.0043). CONCLUSIONS 18FDG-PET-CT accurately detected high-risk carotid plaques. Also given its strong correlation to MES, 18FDG-PET-CT may be a useful tool in clinical practice.
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Affiliation(s)
- Hubertus Fritz Georg Müller
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.).
| | - Aurélien Viaccoz
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Loraine Fisch
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Christophe Bonvin
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Karl-Olof Lovblad
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Osman Ratib
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Patrice Lalive
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Sabrina Pagano
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Nicolas Vuilleumier
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Jean-Pierre Willi
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
| | - Roman Sztajzel
- From the Department of Neurology (H.F.G.M., A.V., L.F., P.L., R.S.), Department of Neuroradiology (K.-O.L.), Department of Nuclear Medicine (O.R., J.-P.W.), and Department of Laboratory Medicine (S.P., N.V.), University Hospital of Geneva, Switzerland; and Department of Neurology, Hospital of Sion, Switzerland (C.B.)
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12
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Detection of a right carotid focus of 18F-FDG predicted an ischemic stroke. Clin Nucl Med 2014; 40:e73-4. [PMID: 25140539 DOI: 10.1097/rlu.0000000000000534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
A 60-year-old woman was referred into our department for staging of an endometrial carcinoma. In addition to peritoneal and nodes metastases, F-FDG PET/CT showed a calcified plaque of the right carotid with focal uptake. One month later, the patient presented left hemiparesis, suggesting a right hemisphere stroke. MRI confirmed frontal infarction in the anterior cerebral artery territory. F-FDG is suggested to be a valuable tool to detect vessel wall inflammation; detection of focal arterial uptake on PET/CT suggests unstable plaque and requires urgent patient's management to prevent vascular events in a population already weakened by both disease and therapy.
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13
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A study of plaque vascularization and inflammation using quantitative contrast-enhanced US and PET/CT. Eur J Radiol 2014; 83:1184-1189. [DOI: 10.1016/j.ejrad.2014.03.021] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Revised: 03/10/2014] [Accepted: 03/17/2014] [Indexed: 11/19/2022]
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14
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Shaikh S, Welch A, Ramalingam SL, Murray A, Wilson HM, McKiddie F, Brittenden J. Comparison of fluorodeoxyglucose uptake in symptomatic carotid artery and stable femoral artery plaques. Br J Surg 2014; 101:363-70. [PMID: 24536009 DOI: 10.1002/bjs.9403] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2013] [Indexed: 11/05/2022]
Abstract
BACKGROUND Fluorine-18-labelled fluoroxdeoxyglucose (FDG) positron emission tomography (PET) has been used to evaluate atherosclerotic plaque metabolic activity, and through its uptake by macrophages is believed to have the potential to identify vulnerable plaques. The aims were to compare FDG uptake in carotid plaques from patients who had sustained a recent thromboembolic cerebrovascular event with that in femoral artery plaques from patients with leg ischaemia, and to correlate FDG uptake with the proportion of M1 and M2 macrophages present. METHODS Consecutive patients who had carotid endarterectomy for symptomatic, significant carotid stenosis and patients with severe leg ischaemia and significant stenosis of the common femoral artery underwent FDG-PET and histological plaque analysis. The voxel with the greatest activity in the region of interest was calculated using the Patlak method over 60 min. Plaques were dual-stained for CD68, and M1 and M2 macrophage subsets. RESULTS There were 29 carotid and 25 femoral artery plaques for study. The maximum dynamic uptake was similar in carotid compared with femoral plaques: median (range) 9·7 (7·1-12·2) versus 10·0 (7·4-16·6) respectively (P = 0·281). CD68 macrophage counts were significantly increased in carotid compared with femoral plaques (39·5 (33·9-50·1) versus 11·5 (7·7-21·3) respectively; P < 0·001), as was the proportion of M1 proinflammatory macrophages. The degree of carotid stenosis correlated with the maximum dynamic FDG uptake (rs = 0·48, P = 0·008). CONCLUSION FDG uptake was no greater in symptomatic carotid plaques than in the less inflammatory femoral plaques. In patients on statin therapy. FDG uptake occurred in areas of significant arterial stenosis, irrespective of the degree of inflammation.
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Affiliation(s)
- S Shaikh
- Division of Applied Medicine, University of Aberdeen, Aberdeen Royal Infirmary, Aberdeen, UK
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Lovblad KO, Mendes-Pereira V, Garibotto V, Assal F, Willi JP, Stztajzel R, Ratib O, Vargas MI. Neuroimaging of the vulnerable plaque. Curr Vasc Pharmacol 2013; 13:182-91. [PMID: 24188487 PMCID: PMC4997941 DOI: 10.2174/15701611113116660164] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2012] [Revised: 08/30/2012] [Accepted: 09/03/2012] [Indexed: 11/22/2022]
Abstract
Plaque vulnerability due to inflammation has been shown to be a participating factor in the degenerative process in the arterial wall that contributes to stenosis and embolism. This is believed to have an important role to play also in the genesis of stroke or cerebrovascular diseases. In order to appropriately screen patients for treatment, there is an absolute need to directly or indirectly visualize both the normal carotid and the suspected plaque. This can be done with a variety of techniques ranging from ultrasound to computed tomography (CT) and magnetic resonance imaging (MRI). In addition to angiographic techniques, direct imaging of the plaque can be done either by ultrasound or by the so-called molecular imaging techniques, i.e. positron emission tomography (PET). These findings, together with other clinical and paraclinical parameters should finally guide the therapeutic choice.
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Affiliation(s)
- Karl-Olof Lovblad
- Department of Interventional and Diagnostic Neuroradiology, Geneva University Hospitals, 4 rue Gabrielle- Perret-Gentil, 1211 Geneva 14, Switzerland.
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Pedersen SF, Graebe M, Hag AMF, Hoejgaard L, Sillesen H, Kjaer A. Microvessel density but not neoangiogenesis is associated with 18F-FDG uptake in human atherosclerotic carotid plaques. Mol Imaging Biol 2012; 14:384-92. [PMID: 21732164 DOI: 10.1007/s11307-011-0507-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
INTRODUCTION The vulnerable atherosclerotic lesion exhibits the proliferation of neovessels and inflammation. The imaging modality 2-deoxy-2-[(18)F]fluoro-D: -glucose positron emission tomography ((18)FDG-PET) is considered for the identification of vulnerable plaques. PURPOSE The purpose of this study was to compare the gene expression of neoangiogenesis and vulnerability-associated genes with (18)FDG uptake in patients undergoing carotid endarterectomy. PROCEDURES Human atherosclerotic carotid artery plaques from symptomatic patients were used for gene expression analysis by quantitative PCR of vascular endothelial growth factor (VEGF) and integrin α(V) and integrin β(3) subunits, genes essential during neoangiogenesis. We also evaluated the gene expression of CD34, a measure of microvessel density (MVD), as well as CD68, MMP-9, and cathepsin K, genes of major importance in plaque vulnerability. Gene expression analysis was compared with (18)FDG-PET. RESULTS VEGF and integrin α(V)β(3) gene expression did not correlate with (18)FDG uptake, whereas CD34 gene expression exhibited an inverse correlation with (18)FDG uptake. Additionally, we established that markers of vulnerability were correlated with (18)FDG uptake. CONCLUSIONS Neoangiogenesis is not associated with (18)FDG uptake, whereas MVD and markers of vulnerability correlate with (18)FDG uptake. The absence of correlation between markers of neoangiogenesis and (18)FDG uptake suggests a temporal separation between the process of neoangiogenesis and inflammatory activity.
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Affiliation(s)
- Sune Folke Pedersen
- Cluster for Molecular Imaging, University of Copenhagen, Blegdamsvej 3, 2200, Copenhagen, Denmark.
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Yarasheski KE, Laciny E, Overton ET, Reeds DN, Harrod M, Baldwin S, Dávila-Román VG. 18FDG PET-CT imaging detects arterial inflammation and early atherosclerosis in HIV-infected adults with cardiovascular disease risk factors. J Inflamm (Lond) 2012; 9:26. [PMID: 22726233 PMCID: PMC3469335 DOI: 10.1186/1476-9255-9-26] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2012] [Accepted: 06/19/2012] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Persistent vascular inflammation has been implicated as an important cause for a higher prevalence of cardiovascular disease (CVD) in HIV-infected adults. In several populations at high risk for CVD, vascular 18Fluorodeoxyglucose (18FDG) uptake quantified using 3D-positron emission-computed tomography (PET-CT) has been used as a molecular level biomarker for the presence of metabolically active proinflammatory macrophages in rupture-prone early atherosclerotic plaques. We hypothesized that 18FDG PET-CT imaging would detect arterial inflammation and early atherosclerosis in HIV-infected adults with modest CVD risk. METHODS We studied 9 HIV-infected participants with fully suppressed HIV viremia on antiretroviral therapy (8 men, median age 52 yrs, median BMI 29 kg/m2, median CD4 count 655 cells/μL, 33% current smokers) and 5 HIV-negative participants (4 men, median age 44 yrs, median BMI 25 kg/m2, no current smokers). Mean Framingham Risk Scores were higher for HIV-infected persons (9% vs. 2%, p < 0.01). 18FDG (370 MBq) was administered intravenously. 3D-PET-CT images were obtained 3.5 hrs later. 18FDG uptake into both carotid arteries and the aorta was compared between the two groups. RESULTS Right and left carotid 18FDG uptake was greater (P < 0.03) in the HIV group (1.77 ±0.26, 1.33 ±0.09 target to background ratio (TBR)) than the control group (1.05 ± 0.10, 1.03 ± 0.05 TBR). 18FDG uptake in the aorta was greater in HIV (1.50 ±0.16 TBR) vs control group (1.24 ± 0.05 TBR), but did not reach statistical significance (P = 0.18). CONCLUSIONS Carotid artery 18FDG PET-CT imaging detected differences in vascular inflammation and early atherosclerosis between HIV-infected adults with CVD risk factors and healthy HIV-seronegative controls. These findings confirm the utility of this molecular level imaging approach for detecting and quantifying glucose uptake into inflammatory macrophages present in metabolically active, rupture-prone atherosclerotic plaques in HIV infected adults; a population with increased CVD risk.
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Affiliation(s)
- Kevin E Yarasheski
- Department of Internal Medicine, Washington University School of Medicine, 660 South Euclid Avenue, Box 8127, St. Louis, MO, USA
- Department of Internal Medicine, Cell Biology & Physiology, Physical Therapy, Washington University School of Medicine, Division of Metabolism, Endocrinology & Lipid Research, 660 South Euclid Avenue, Campus Box 8127, St. Louis, MO, 63110, USA
| | - Erin Laciny
- Department of Internal Medicine, Washington University School of Medicine, 660 South Euclid Avenue, Box 8127, St. Louis, MO, USA
| | - E Turner Overton
- Department of Internal Medicine, Division of Infectious Diseases, Washington University School of Medicine, 660 South Euclid Avenue, St. Louis, MO, 63110, USA
| | - Dominic N Reeds
- Department of Internal Medicine, Washington University School of Medicine, 660 South Euclid Avenue, Box 8031, St. Louis, MO, 63110, USA
| | - Michael Harrod
- Center for Clinical Imaging Research, Mallinckrodt Institute of Radiology,, Washington University School of Medicine, 510 South Kingshighway Blvd., Box 8131, St. Louis, MO, 63110, USA
| | - Steven Baldwin
- Center for Clinical Imaging Research, Mallinckrodt Institute of Radiology,, Washington University School of Medicine, 510 South Kingshighway Blvd., Box 8131, St. Louis, MO, 63110, USA
| | - Victor G Dávila-Román
- Cardiovascular Imaging and Clinical Research Core Laboratory, Department of Internal Medicine, Washington University School of Medicine, 660 South Euclid Avenue, Box 8086, St. Louis, MO, 63110, USA
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