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1.
MAGMA ; 2024 May 14.
Article in English | MEDLINE | ID: mdl-38743377

ABSTRACT

OBJECT: To enable high-quality physics-guided deep learning (PG-DL) reconstruction of large-scale 3D non-Cartesian coronary MRI by overcoming challenges of hardware limitations and limited training data availability. MATERIALS AND METHODS: While PG-DL has emerged as a powerful image reconstruction method, its application to large-scale 3D non-Cartesian MRI is hindered by hardware limitations and limited availability of training data. We combine several recent advances in deep learning and MRI reconstruction to tackle the former challenge, and we further propose a 2.5D reconstruction using 2D convolutional neural networks, which treat 3D volumes as batches of 2D images to train the network with a limited amount of training data. Both 3D and 2.5D variants of the PG-DL networks were compared to conventional methods for high-resolution 3D kooshball coronary MRI. RESULTS: Proposed PG-DL reconstructions of 3D non-Cartesian coronary MRI with 3D and 2.5D processing outperformed all conventional methods both quantitatively and qualitatively in terms of image assessment by an experienced cardiologist. The 2.5D variant further improved vessel sharpness compared to 3D processing, and scored higher in terms of qualitative image quality. DISCUSSION: PG-DL reconstruction of large-scale 3D non-Cartesian MRI without compromising image size or network complexity is achieved, and the proposed 2.5D processing enables high-quality reconstruction with limited training data.

2.
J Acquir Immune Defic Syndr ; 93(1): 47-54, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36634369

ABSTRACT

BACKGROUND: People with HIV (PWH) are at an increased risk of cardiovascular disease, partially believed to be related to chronically elevated systemic inflammation. Abnormal systemic endothelial function (SEF) and coronary endothelial function (CEF) develop early in atherogenesis and predict adverse events. It is unknown whether abnormal CEF is related to systemic inflammation in PWH. METHODS: In this substudy of a prior randomized controlled trial in PWH without prior clinical coronary artery disease suppressed on antiretroviral therapy with CEF as a primary end point (N = 82), we investigated the associations between baseline serum markers of inflammation and adhesion and baseline CEF, assessed by noninvasive MRI measures of percentage changes in coronary blood flow and cross-sectional area during isometric handgrip exercise, and SEF using brachial ultrasound for flow-mediated dilation. We also evaluated whether baseline marker levels were associated with CEF after 8 weeks in the placebo group (N = 40). RESULTS: CEF measures were abnormal at baseline, based on trial entry criteria. A higher value of CEF was directly associated with levels of interleukin 10, whereas CEF at baseline was inversely associated with E-selectin. Worse CEF at 8 weeks was directly associated with baseline tumor necrosis factor alpha, intercellular adhesion molecule 1, C-reactive protein, interferon gamma and sICAM-3. SEF at baseline or 8 weeks was not associated with any baseline markers. CONCLUSION: Coronary but not systemic endothelial dysfunction was significantly associated with select markers of inflammation and adhesion in PWH. Furthermore, CEF but not SEF at 8 weeks was associated with baseline levels of inflammation. Our findings suggest that abnormal CEF and systemic markers of inflammation are linked in PWH.


Subject(s)
Coronary Artery Disease , HIV Infections , Humans , Hand Strength , Endothelium, Vascular/metabolism , HIV Infections/complications , Coronary Artery Disease/complications , Inflammation/metabolism , Biomarkers
3.
Magn Reson Med ; 89(4): 1601-1616, 2023 04.
Article in English | MEDLINE | ID: mdl-36478417

ABSTRACT

PURPOSE: Studies at 3T have shown that T1 relaxometry enables characterization of brain tissues at the single-subject level by comparing individual physical properties to a normative atlas. In this work, an atlas of normative T1 values at 7T is introduced with 0.6 mm isotropic resolution and its clinical potential is explored in comparison to 3T. METHODS: T1 maps were acquired in two separate healthy cohorts scanned at 3T and 7T. Using transfer learning, a template-based brain segmentation algorithm was adapted to ultra-high field imaging data. After segmenting brain tissues, volumes were normalized into a common space, and an atlas of normative T1 values was established by modeling the T1 inter-subject variability. A method for single-subject comparisons restricted to white matter and subcortical structures was developed by computing Z-scores. The comparison was applied to eight patients scanned at both field strengths for proof of concept. RESULTS: The proposed method for morphometry delivered segmentation masks without statistically significant differences from those derived with the original pipeline at 3T and achieved accurate segmentation at 7T. The established normative atlas allowed characterizing tissue alterations in single-subject comparisons at 7T, and showed greater anatomical details compared with 3T results. CONCLUSION: A high-resolution quantitative atlas with an adapted pipeline was introduced and validated. Several case studies on different clinical conditions showed the feasibility, potential and limitations of high-resolution single-subject comparisons based on quantitative MRI atlases. This method in conjunction with 7T higher resolution broadens the range of potential applications of quantitative MRI in clinical practice.


Subject(s)
Magnetic Resonance Imaging , White Matter , Humans , Magnetic Resonance Imaging/methods , White Matter/diagnostic imaging , Algorithms , Brain/diagnostic imaging
5.
J Acquir Immune Defic Syndr ; 90(2): 201-207, 2022 06 01.
Article in English | MEDLINE | ID: mdl-35131972

ABSTRACT

BACKGROUND: People living with HIV (PLWH) on antiretroviral therapy (ART) are at increased risk of atherosclerotic disease. Abnormal adipose distribution is common in PLWH and may contribute to atherosclerosis. Because coronary artery endothelial function (CEF) is impaired in early atherosclerosis, predicts future cardiovascular events, and is reduced in PLWH, we investigated associations between body fat distribution and CEF in PLWH. SETTING: Prospective cohort study. METHODS: PLWH on stable ART underwent MRI to quantify CEF, measured as change in coronary cross-sectional area from rest to that during isometric handgrip exercise, an endothelial-dependent stressor. Abdominal visceral and subcutaneous fat area (axial L4 level) and liver fat fraction were quantified using MRI. Linear regression was used to determine associations between CEF and independent variables. RESULTS: Among 84 PLWH (52 ± 11 years; 33% women), mean cross-sectional area change was 0.74 ± 11.7%, indicating impaired CEF. On univariable regression analysis, CEF was inversely related to waist circumference (R = -0.31, P = 0.014), hip circumference (R = -0.27, P = 0.037), and subcutaneous fat area (R = -0.25, P = 0.031). We did not observe significant relationships between CEF and liver fat fraction, waist/hip ratio, or visceral fat area. On multivariable regression adjusted for age, sex, and race, CEF was associated with waist circumference, hip circumference, subcutaneous fat, and liver fat fraction. CONCLUSION: Waist and hip circumference and subcutaneous fat area are associated with impaired CEF, an established metric of abnormal vascular health in PLWH on stable ART, and may contribute to the increased rate of heart disease in this population.


Subject(s)
Atherosclerosis , HIV Infections , Heart Diseases , Body Fat Distribution , Body Mass Index , Female , HIV Infections/complications , HIV Infections/drug therapy , Hand Strength , Humans , Intra-Abdominal Fat , Male , Prospective Studies
6.
Front Cardiovasc Med ; 8: 728654, 2021.
Article in English | MEDLINE | ID: mdl-34722661

ABSTRACT

Aims: Inflammation plays a critical role in the pathogenesis of coronary artery disease (CAD), however the impact of anti-inflammatory therapies to reduce those processes which promote atherosclerosis in CAD patients is unknown. We aimed to test the hypothesis that anti-inflammatory approaches improve impaired coronary endothelial function (CEF), a driver of coronary atherosclerosis, in stable CAD patients. Methods and Results: We performed a single-center, randomized, placebo-controlled, double-blinded trial to assess whether low dose methotrexate (MTX), low dose colchicine (LDC), and/or their combination (MTX+LDC), improves CEF using non-invasive MRI measures in patients with stable CAD (N = 94). The primary endpoint was the MRI-detected change in coronary cross-sectional area from rest to isometric handgrip exercise (IHE), a predominantly nitric oxide-dependent endothelial dependent stressor. Coronary and systemic endothelial endpoints, and serum inflammatory markers, were collected at baseline, 8 and 24 weeks. Anti-inflammatory study drugs were well-tolerated. There were no significant differences in any of the CEF parameters among the four groups (MTX, LDC, MTX+LDC, placebo) at 8 or 24 weeks. Serum markers of inflammation and systemic endothelial function measures were also not significantly different among the groups. Conclusion: This is the first study to examine the effects of the anti-inflammatory approaches using MTX, LDC, and/or the combination in stable CAD patients on CEF, a marker of vascular health and the primary endpoint of the study. Although these anti-inflammatory approaches were relatively well-tolerated, they did not improve coronary endothelial function in patients with stable CAD. Clinical Trial Registration: www.clinicaltrials.gov, identifier: NCT02366091.

7.
NMR Biomed ; 34(11): e4589, 2021 11.
Article in English | MEDLINE | ID: mdl-34291517

ABSTRACT

Abnormal coronary endothelial function (CEF), manifesting as depressed vasoreactive responses to endothelial-specific stressors, occurs early in atherosclerosis, independently predicts cardiovascular events, and responds to cardioprotective interventions. CEF is spatially heterogeneous along a coronary artery in patients with atherosclerosis, and thus recently developed and tested non-invasive 2D MRI techniques to measure CEF may not capture the extent of changes in CEF in a given coronary artery. The purpose of this study was to develop and test the first volumetric coronary 3D MRI cine method for assessing CEF along the proximal and mid-coronary arteries with isotropic spatial resolution and in free-breathing. This approach, called 3D-Stars, combines a 6 min continuous, untriggered golden-angle stack-of-stars acquisition with a novel image-based respiratory self-gating method and cardiac and respiratory motion-resolved reconstruction. The proposed respiratory self-gating method agreed well with respiratory bellows and center-of-k-space methods. In healthy subjects, 3D-Stars vessel sharpness was non-significantly different from that by conventional 2D radial in proximal segments, albeit lower in mid-portions. Importantly, 3D-Stars detected normal vasodilatation of the right coronary artery in response to endothelial-dependent isometric handgrip stress in healthy subjects. Coronary artery cross-sectional areas measured using 3D-Stars were similar to those from 2D radial MRI when similar thresholding was used. In conclusion, 3D-Stars offers good image quality and shows feasibility for non-invasively studying vasoreactivity-related lumen area changes along the proximal coronary artery in 3D during free-breathing.


Subject(s)
Coronary Vessels/diagnostic imaging , Coronary Vessels/physiology , Endothelium, Vascular/diagnostic imaging , Endothelium, Vascular/physiology , Imaging, Three-Dimensional , Magnetic Resonance Imaging, Cine , Respiration , Adult , Diastole/physiology , Feasibility Studies , Female , Humans , Male
8.
Magn Reson Med ; 86(4): 1929-1943, 2021 10.
Article in English | MEDLINE | ID: mdl-33977581

ABSTRACT

PURPOSE: High temporal and spatial resolutions are required for coronary blood flow measures. Current spiral breath-hold phase contrast (PC) MRI at 3T focus on either high spatial or high temporal resolution. We propose a golden angle (GA) rotated Spiral k-t Sparse Parallel imaging (GASSP) sequence for both high spatial (0.8 mm) and high temporal (<21 ms) resolutions. METHODS: GASSP PC data are acquired in left anterior descending and right coronary arteries of eight healthy subjects. Binning of GA rotated spiral data into cardiac frames may lead to large k-space gaps. To reduce those gaps, the binning window is shifted and a triggered GA scheme that resets the rotation angle every heartbeat is proposed. The gap reductions are evaluated in simulations and all subjects. Peak systolic velocity (PSV), peak diastolic velocity (PDV), coronary blood flow rate, and vessel area are validated against two reference scans, and repeatability/reproducibility are determined. RESULTS: Shifted binning reduced the mean k-space gaps of the triggered GA scheme by 14°-22° in simulations and about 20° in vivo. The k-space gap across three cardiac frames was reduced with the triggered GA scheme compared to the standard GA scheme (35.3°± 3.6° vs. 43°± 13.7°, t-test P = .04). PSV, PDV, flow rate, and area had high intra-scan repeatability (0.92 ≤ intraclass correlation coefficient [ICC] ≤ 0.99), and inter-scan (0.78 ≤ ICC ≤ 0.91) and intra-observer (0.91 ≤ ICC ≤ 0.98) reproducibility. CONCLUSION: GASSP enables single breath-hold coronary PC MRI with high temporal and spatial resolutions. Shifted binning and a triggered GA scheme reduce k-space gaps. Quantitative coronary flow metrics are highly reproducible, especially within the same scanning session.


Subject(s)
Breath Holding , Coronary Vessels , Blood Flow Velocity , Coronary Vessels/diagnostic imaging , Humans , Magnetic Resonance Imaging , Reproducibility of Results , Systole
9.
AIDS ; 35(7): 1041-1050, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33587443

ABSTRACT

OBJECTIVES: People living with HIV (PWH) experience an increased burden of coronary artery disease (CAD) believed to be related, in part, to an interplay of chronically increased inflammation and traditional risk factors. Recent trials suggest cardiovascular benefits of the anti-inflammatory, colchicine, in HIV-seronegative CAD patients. However, the impact of colchicine on impaired vascular health, as measured by coronary endothelial function (CEF), an independent contributor to CAD, has not been studied in PWH. We tested the hypothesis that colchicine improves vascular health in PWH. DESIGN: This was a randomized, placebo-controlled, double-blinded trial in 81 PWH to test whether low-dose colchicine (0.6 mg daily) improves CEF over 8-24 weeks. METHODS: Coronary and systemic endothelial function and serum inflammatory markers were measured at baseline, and at 8 and 24 weeks. The primary endpoint was CEF, measured as the change in coronary blood flow from rest to that during an isometric handgrip exercise, an endothelial-dependent stressor, measured with non-invasive MRI at 8 weeks. RESULTS: Colchicine was well tolerated and not associated with increased adverse events. However, there were no significant improvements in coronary or systemic endothelial function or reductions in serum inflammatory markers at 8 or 24 weeks with colchicine as compared to placebo. CONCLUSIONS: In PWH with no history of CAD, low-dose colchicine was well tolerated but did not improve impaired coronary endothelial function, a predictor of cardiovascular events. These findings suggest that this anti-inflammatory approach using colchicine in PWH does not improve vascular health, the central, early driver of coronary atherosclerosis.


Subject(s)
Coronary Artery Disease , HIV Infections , Colchicine/adverse effects , Double-Blind Method , HIV Infections/complications , HIV Infections/drug therapy , Hand Strength , Humans
10.
AIDS ; 34(15): 2231-2238, 2020 12 01.
Article in English | MEDLINE | ID: mdl-32826392

ABSTRACT

OBJECTIVE: People living with HIV (PLWH) have an increased risk of pulmonary vascular disease and pulmonary hypertension. Endothelial cell dysfunction is thought to contribute, but human studies have been limited by the invasive nature of conventional measures of pulmonary artery endothelial function (PAEF). We report here a noninvasive MRI approach to measure nitric oxide mediated PAEF by quantifying changes in pulmonary artery area and blood flow during isometric handgrip exercise (IHE), an endothelial nitric oxide dependent stressor. We used this to test the hypothesis that PLWH have impaired PAEF, even before development of pulmonary hypertension. DESIGN: A prospective cohort study. METHODS: We enrolled 25 HIV-positive viral-suppressed individuals on stable antiretroviral therapy without known or suspected pulmonary hypertension and 19 matched seronegative control individuals (HIV-negative). Pulmonary artery area and blood flow changes in response to IHE were measured with noncontrast MRI. Data previously collected during nitric oxide-synthase inhibition were analysed to determine the role of nitric oxide in the pulmonary artery response to IHE. RESULTS: Seronegative individuals exhibited the anticipated PA vasodilatory response to IHE, but this was completely absent in HIV-positive individuals who exhibited an impaired area change (-1.1 ±â€Š1.2 vs. +7.7 ±â€Š2.2%, HIV-positive vs. HIV-negative, mean ±â€ŠSEM, respectively, P = 0.002) and blood flow response (0.2 ±â€Š2.3 vs. 13.5 ±â€Š4.8%, P = 0.005). The pulmonary artery vasodilatory effect of IHE in healthy individuals was fully blocked by nitric oxide-synthase, demonstrating this pulmonary artery response is predominantly nitric oxide mediated. CONCLUSION: Using noninvasive MRI methods to quantify PAEF, we observed significantly impaired PAEF in PLWH compared with matched HIV-negative controls. Noninvasive PAEF testing may be useful in evaluating early HIV-related pulmonary vascular disease.


Subject(s)
HIV Infections , Pulmonary Artery , Vascular Diseases , Endothelium, Vascular/diagnostic imaging , Endothelium, Vascular/physiopathology , Female , HIV Infections/diagnostic imaging , HIV Infections/physiopathology , Hand Strength , Humans , Male , Middle Aged , Prospective Studies , Pulmonary Artery/diagnostic imaging , Pulmonary Artery/physiopathology , Vascular Diseases/diagnostic imaging , Vascular Diseases/physiopathology , Vascular Diseases/virology
11.
Magn Reson Med ; 81(1): 291-302, 2019 01.
Article in English | MEDLINE | ID: mdl-30024061

ABSTRACT

PURPOSE: Coronary endothelial function (CEF) reflects vascular health and conventional invasive CEF measures predict cardiovascular events. MRI can now noninvasively measure CEF by quantifying coronary artery cross-sectional area changes in response to isometric handgrip exercise, an endothelial-dependent stressor. Area changes (10 to 20% in healthy; 2 to -12% in impaired vessels) are only a few imaging voxels because of MRI's limited spatial resolution. Here, with numerical simulations and phantom studies, we test whether Fourier interpolation enables sub-pixel area measurement precision and determine the smallest detectable area change using spiral MRI. METHODS: In vivo coronary SNR with the currently used CEF protocol at 3T was measured in 7 subjects for subsequent in vitro work. Area measurements of circular vessels were simulated by varying partial volume, vessel diameter, voxel size, SNR, and Fourier interpolation factor. A phantom with precision-drilled holes (diameters 3-3.42 mm) was imaged 10 times with the current CEF protocol (voxel size, Δx = 0.89 mm) and a high-resolution protocol (Δx = 0.6 mm) to determine precision, accuracy, and the smallest detectable area changes. RESULTS: In vivo coronary SNR ranged from 30-76. Eight-fold Fourier interpolation improved area measurement precision by a factor 6.5 and 4.9 in the simulations and phantom scans, respectively. The current CEF protocol can detect mean area changes of 4-5% for SNR above 30, and 3-3.5% for SNR above 40 with a higher-resolution protocol. CONCLUSION: Current CEF spiral MRI with in vivo SNR allows detection of a 4-5% area change and Fourier interpolation improves precision several-fold to sub-voxel dimensions.


Subject(s)
Coronary Vessels/diagnostic imaging , Endothelium, Vascular/diagnostic imaging , Magnetic Resonance Imaging , Adult , Atherosclerosis/diagnostic imaging , Computer Simulation , Coronary Circulation , Female , Fourier Analysis , Hand Strength , Humans , Male , Middle Aged , Models, Theoretical , Phantoms, Imaging , Reproducibility of Results , Signal-To-Noise Ratio , Vasodilation
12.
J Am Heart Assoc ; 7(19): e009996, 2018 10 02.
Article in English | MEDLINE | ID: mdl-30371326

ABSTRACT

Background HIV + people are at increased risk of coronary artery disease, but the responsible mechanisms are incompletely understood. Proprotein convertase subtilisin/kexin type 9 ( PCSK 9) is traditionally recognized for its importance in cholesterol metabolism; however, recent data suggest an additional, low-density lipoprotein receptor-independent adverse effect on endothelial cell inflammation and function. We tested the hypotheses that PCSK 9 levels are increased and that abnormal coronary endothelial function is related to PCSK 9 serum levels in HIV + individuals. Methods and Results Forty-eight HIV + participants receiving antiretroviral therapy with suppressed viral replication, without coronary artery disease, and 15 age- and low-density lipoprotein cholesterol-matched healthy HIV- subjects underwent magnetic resonance imaging to measure coronary endothelial function, quantified as percentage change in coronary artery cross-sectional area during isometric handgrip exercise, an endothelial-dependent stressor; and blood was obtained for serum PCSK 9 and systemic vascular biomarkers. Data are presented as mean±SD. Mean serum PCSK 9 was 65% higher in the HIV + subjects (302±146 ng/ mL ) than in the HIV - controls (183±52 ng/ mL , P<0.0001). Coronary endothelial function was significantly reduced in the HIV + versus HIV - subjects (percentage change in coronary artery cross-sectional area, 2.9±9.6% versus 11.1±3.7%; P<0.0001) and inversely related to PCSK 9 ( R=-0.51, P<0.0001). Markers of endothelial activation and injury, P-selectin and thrombomodulin, were also significantly increased in the HIV + subjects; and P-selectin was directly correlated with serum PCSK 9 ( R=0.31, P=0.0144). Conclusions Serum PCSK 9 levels are increased in treated HIV + individuals and are associated with abnormal coronary endothelial function, an established measure of vascular health.


Subject(s)
Cholesterol, LDL/blood , Coronary Artery Disease/physiopathology , Coronary Vessels/physiopathology , Endothelium, Vascular/physiopathology , HIV Infections/complications , HIV , Proprotein Convertase 9/blood , Apoptosis , Coronary Artery Disease/blood , Coronary Artery Disease/etiology , Coronary Vessels/diagnostic imaging , Female , HIV Infections/blood , HIV Infections/physiopathology , Humans , Magnetic Resonance Imaging, Cine , Male , Middle Aged , Prognosis , Vasodilation/physiology
13.
Atherosclerosis ; 278: 7-14, 2018 11.
Article in English | MEDLINE | ID: mdl-30227267

ABSTRACT

BACKGROUND AND AIMS: Coronary artery disease (CAD) is now an important cause of premature death in people with HIV but the causes of accelerated CAD are poorly understood. Epicardial adipose tissue (EAT) is metabolically-active and thought to contribute to CAD development. We tested the hypothesis that abnormal coronary endothelial function (CEF), an early marker and mediator of atherosclerosis, is related to the amount of local pericoronary EAT in HIV. METHODS: We studied 36 participants with HIV and no CAD (HIV+ CAD-), 15 participants with HIV and known CAD (HIV+ CAD+), and 14 age-matched, healthy participants without HIV (HIV-CAD-). To measure CEF, coronary MRI was performed before and during isometric handgrip exercise (IHE), an endothelial-dependent stressor. EAT was measured with MRI at the same imaging plane as CEF. RESULTS: CEF was significantly depressed, as measured by IHE-induced % coronary cross sectional area (CSA) change, in HIV+ CAD- and HIV+ CAD+ as compared to HIV-CAD-participants (p<0.0001). EAT thickness was significantly greater in HIV+ CAD- and HIV+ CAD+ participants as compared to HIV-CAD-participants (p=0.001). There was a significant inverse relationship between CEF and local EAT thickness and area (R = -0.48 and R = -0.51 respectively, p<0.0001 for both) among participants with HIV even after adjustment for cardiovascular risk factors. In participants with multiple CEF measures, CEF was lower in segments with higher EAT, other factors being equivalent. CONCLUSIONS: There is a significant relationship between increased metabolically-active EAT and depressed local CEF in people with HIV, consistent with the hypothesis that increased epicardial fat contributes to accelerated CAD in persons with HIV.


Subject(s)
Adipose Tissue/physiopathology , Coronary Artery Disease/complications , HIV Infections/complications , Pericardium/physiopathology , Adult , Case-Control Studies , Comorbidity , Coronary Artery Disease/physiopathology , Coronary Vessels/physiopathology , Endothelium, Vascular/pathology , Exercise , Female , HIV Infections/physiopathology , Hand Strength , Heart/physiopathology , Heart Diseases/complications , Heart Diseases/physiopathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Risk Factors
14.
J Magn Reson Imaging ; 47(2): 362-371, 2018 02.
Article in English | MEDLINE | ID: mdl-28489309

ABSTRACT

PURPOSE: 1) To implement a higher-resolution isotropic 3D T2 mapping technique that uses sequential T2 -prepared segmented gradient-recalled echo (Iso3DGRE) images for knee cartilage evaluation, and 2) to validate it both in vitro and in vivo in healthy volunteers and patients with knee osteoarthritis. MATERIALS AND METHODS: The Iso3DGRE sequence with an isotropic 0.6 mm spatial resolution was developed on a clinical 3T MR scanner. Numerical simulations were performed to optimize the pulse sequence parameters. A phantom study was performed to validate the T2 estimation accuracy. The repeatability of the sequence was assessed in healthy volunteers (n = 7). T2 values were compared with those from a clinical standard 2D multislice multiecho (MSME) T2 mapping sequence in knees of healthy volunteers (n = 13) and in patients with knee osteoarthritis (OA, n = 5). RESULTS: The numerical simulations resulted in 100 excitations per segment and an optimal radiofrequency (RF) excitation angle of 15°. The phantom study demonstrated a good correlation of the technique with the reference standard (slope 0.9 ± 0.05, intercept 0.2 ± 1.7 msec, R2 ≥ 0.99). Repeated measurements of cartilage T2 values in healthy volunteers showed a coefficient of variation of 5.6%. Both Iso3DGRE and MSME techniques found significantly higher cartilage T2 values (P < 0.03) in OA patients. Iso3DGRE precision was equal to that of the MSME T2 mapping in healthy volunteers, and significantly higher in OA (P = 0.01). CONCLUSION: This study successfully demonstrated that high-resolution isotropic 3D T2 mapping for knee cartilage characterization is feasible, accurate, repeatable, and precise. The technique allows for multiplanar reformatting and thus T2 quantification in any plane of interest. LEVEL OF EVIDENCE: 1 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:362-371.


Subject(s)
Cartilage, Articular/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Knee Joint/diagnostic imaging , Magnetic Resonance Imaging/methods , Osteoarthritis, Knee/diagnostic imaging , Adult , Aged , Cartilage, Articular/pathology , Cross-Sectional Studies , Feasibility Studies , Female , Humans , Knee Joint/pathology , Male , Middle Aged , Osteoarthritis, Knee/pathology , Phantoms, Imaging , Reproducibility of Results , Sensitivity and Specificity
15.
Magn Reson Med ; 79(3): 1293-1303, 2018 03.
Article in English | MEDLINE | ID: mdl-28568961

ABSTRACT

PURPOSE: In respiratory self-navigation (SN), signal from static structures, such as the chest wall, may complicate motion detection or introduce post-correction artefacts. Suppressing signal from superfluous tissues may therefore improve image quality. We thus test the hypothesis that SN whole-heart coronary magnetic resonance angiography (MRA) will benefit from an outer-volume suppressing 2D-T2 -Prep and present both phantom and in vivo results. METHODS: A 2D-T2 -Prep and a conventional T2 -Prep were used prior to a free-breathing 3D-radial SN sequence. Both techniques were compared by imaging a home-built moving cardiac phantom and by performing coronary MRA in nine healthy volunteers. Reconstructions were performed using both a reference-based and a reference-independent approach to motion tracking, along with several coil combinations. Signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were compared, along with vessel sharpness (VS). RESULTS: In phantoms, using the 2D-T2 -Prep increased SNR by 16% to 53% and mean VS by 8%; improved motion tracking precision was also achieved. In volunteers, SNR increased by an average of 29% to 33% in the blood pool and by 15% to 25% in the myocardium, depending on the choice of reconstruction coils and algorithm, and VS increased by 34%. CONCLUSION: A 2D-T2 -Prep significantly improves image quality in both phantoms and volunteers when performing SN coronary MRA. Magn Reson Med 79:1293-1303, 2018. © 2017 International Society for Magnetic Resonance in Medicine.


Subject(s)
Coronary Angiography/methods , Imaging, Three-Dimensional/methods , Magnetic Resonance Angiography/methods , Adult , Algorithms , Female , Heart/diagnostic imaging , Humans , Male , Phantoms, Imaging
16.
Magn Reson Med ; 80(2): 560-570, 2018 08.
Article in English | MEDLINE | ID: mdl-29282752

ABSTRACT

PURPOSE: Depressed coronary endothelial function (CEF) is a marker for atherosclerotic disease, an independent predictor of cardiovascular events, and can be quantified non-invasively with ECG-triggered spiral cine MRI combined with isometric handgrip exercise (IHE). However, MRI-CEF measures can be hindered by faulty ECG-triggering, leading to prolonged breath-holds and degraded image quality. Here, a self-gated golden angle spiral method (SG-GA) is proposed to eliminate the need for ECG during cine MRI. METHODS: SG-GA was tested against retrospectively ECG-gated golden angle spiral MRI (ECG-GA) and gold-standard ECG-triggered spiral cine MRI (ECG-STD) in 10 healthy volunteers. CEF data were obtained from cross-sectional images of the proximal right and left coronary arteries in a 3T scanner. Self-gating heart rates were compared to those from simultaneous ECG-gating. Coronary vessel sharpness and cross-sectional area (CSA) change with IHE were compared among the 3 methods. RESULTS: Self-gating precision, accuracy, and correlation-coefficient were 7.7 ± 0.5 ms, 9.1 ± 0.7 ms, and 0.93 ± 0.01, respectively (mean ± standard error). Vessel sharpness by SG-GA was equal or higher than ECG-STD (rest: 63.0 ± 1.7% vs. 61.3 ± 1.3%; exercise: 62.6 ± 1.3% vs. 56.7 ± 1.6%, P < 0.05). CSA changes were in agreement among the 3 methods (ECG-STD = 8.7 ± 4.0%, ECG-GA = 9.6 ± 3.1%, SG-GA = 9.1 ± 3.5%, P = not significant). CONCLUSION: CEF measures can be obtained with the proposed self-gated high-quality cine MRI method even when ECG is faulty or not available. Magn Reson Med 80:560-570, 2018. © 2017 International Society for Magnetic Resonance in Medicine.


Subject(s)
Coronary Vessels/diagnostic imaging , Endothelium, Vascular/diagnostic imaging , Magnetic Resonance Imaging, Cine/methods , Adolescent , Adult , Electrocardiography , Female , Heart Rate/physiology , Humans , Image Interpretation, Computer-Assisted , Male , Retrospective Studies , Signal Processing, Computer-Assisted , Young Adult
17.
PLoS One ; 12(10): e0186448, 2017.
Article in English | MEDLINE | ID: mdl-29073168

ABSTRACT

BACKGROUND: Premenopausal women have fewer cardiovascular disease (CVD) events than postmenopausal women and age-matched men, but the reasons are not fully understood. Coronary endothelial function (CEF), a barometer of coronary vascular health, promises important insights into age and sex differences in atherosclerotic CVD risk, but has not been well characterized in healthy individuals because of the invasive nature of conventional CEF measurements. Recently developed magnetic resonance imaging (MRI) methods were used to quantify CEF (coronary area and flow changes in response to isometric handgrip exercise (IHE), an endothelial-dependent stressor) to test the hypothesis that healthy women have better CEF compared to men particularly at a younger age. METHODS: The study participants were 50 healthy women and men with no history of coronary artery disease (CAD) or traditional CV risk factors and Agatston coronary calcium score (on prior CT) <10 for those ≥ 50 years. Coronary cross-sectional area (CSA) measurements and flow-velocity encoded images (CBF) were obtained at baseline and during continuous IHE using 3T breath-hold cine MRI-IHE. CEF (%change in CSA and CBF with IHE) comparisons were made according to age and sex, and all women ≥50 years were post-menopausal. RESULTS: In the overall population, there were no differences in CEF between men and women. However, when stratified by age and sex the mean changes in CSA and CBF during IHE were higher in younger premenopausal women than older postmenopausal women (%CSA: 15.2±10.6% vs. 7.0±6.8%, p = 0.03 and %CBF: 59.0±37.0% vs. 30.5±24.5% p = 0.02). CBF change was also nearly two-fold better in premenopausal women than age-matched men (59.0±37.0% vs. 33.6±12.3%, p = 0.03). CONCLUSIONS: Premenopausal women have nearly two-fold better mean CEF compared to postmenopausal women. CEF, measured by CBF change is also better in premenopausal women than age-matched men but there are no sex differences in CEF after menopause. Fundamental age and sex differences in CEF exist and may contribute to differences in the development and clinical manifestations of atherosclerotic CVD, and guide future trials targeting sex-specific mechanisms of atherogenesis.


Subject(s)
Coronary Vessels/physiology , Endothelium, Vascular/physiology , Postmenopause , Premenopause , Adult , Aged , Coronary Vessels/diagnostic imaging , Endothelium, Vascular/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Regional Blood Flow , Vasodilation
18.
PLoS One ; 12(6): e0178807, 2017.
Article in English | MEDLINE | ID: mdl-28604833

ABSTRACT

OBJECTIVES: Magnetic resonance imaging (MRI) of the chest has long suffered from its sensitivity to respiratory and cardiac motion with an intrinsically low signal to noise ratio and a limited spatial resolution. The purpose of this study was to perform chest MRI under an adapted non invasive pulsatile flow ventilation system (high frequency percussive ventilation, HFPV®) allowing breath hold durations 10 to 15 times longer than other existing systems. METHODS: One volunteer and one patient known for a thymic lesion underwent a chest MRI under ventilation percussion technique (VP-MR). Routinely used sequences were performed with and without the device during three sets of apnoea on inspiration. RESULTS: VP-MR was well tolerated in both cases. The mean duration of the thoracic stabilization was 10.5 min (range 8.5-12) and 5.8 min (range 5-6.2) for Volunteer 1 and Patient 1, respectively. An overall increased image quality was seen under VP-MR with a better delineation of the mediastinal lesion for Patient 1. Nodules discovered in Volunteer 1 were confirmed with low dose CT. CONCLUSION: VP-MR was feasible and increased spatial resolution of chest MRI by allowing acquisition at full inspiration during thoracic stabilization approaching prolonged apnoea. This new technique could be of benefit to numerous thoracic disorders.


Subject(s)
Magnetic Resonance Imaging , Pulmonary Ventilation , Pulsatile Flow , Thorax/diagnostic imaging , Adult , Humans , Magnetic Resonance Imaging/methods , Mediastinum/diagnostic imaging , Mediastinum/pathology , Middle Aged , Thymus Gland/diagnostic imaging , Thymus Gland/pathology , Tomography, X-Ray Computed
19.
Magn Reson Med ; 77(4): 1473-1484, 2017 04.
Article in English | MEDLINE | ID: mdl-27052418

ABSTRACT

PURPOSE: Free-breathing whole-heart coronary MR angiography (MRA) commonly uses navigators to gate respiratory motion, resulting in lengthy and unpredictable acquisition times. Conversely, self-navigation has 100% scan efficiency, but requires motion correction over a broad range of respiratory displacements, which may introduce image artifacts. We propose replacing navigators and self-navigation with a respiratory motion-resolved reconstruction approach. METHODS: Using a respiratory signal extracted directly from the imaging data, individual signal-readouts are binned according to their respiratory states. The resultant series of undersampled images are reconstructed using an extradimensional golden-angle radial sparse parallel imaging (XD-GRASP) algorithm, which exploits sparsity along the respiratory dimension. Whole-heart coronary MRA was performed in 11 volunteers and four patients with the proposed methodology. Image quality was compared with that obtained with one-dimensional respiratory self-navigation. RESULTS: Respiratory-resolved reconstruction effectively suppressed respiratory motion artifacts. The quality score for XD-GRASP reconstructions was greater than or equal to self-navigation in 80/88 coronary segments, reaching diagnostic quality in 61/88 segments versus 41/88. Coronary sharpness and length were always superior for the respiratory-resolved datasets, reaching statistical significance (P < 0.05) in most cases. CONCLUSION: XD-GRASP represents an attractive alternative for handling respiratory motion in free-breathing whole heart MRI and provides an effective alternative to self-navigation. Magn Reson Med 77:1473-1484, 2017. © 2016 International Society for Magnetic Resonance in Medicine.


Subject(s)
Artifacts , Coronary Angiography/methods , Coronary Artery Disease/diagnostic imaging , Coronary Vessels/diagnostic imaging , Image Enhancement/methods , Magnetic Resonance Angiography/methods , Respiratory-Gated Imaging Techniques/methods , Adult , Aged , Algorithms , Coronary Artery Disease/pathology , Coronary Vessels/pathology , Female , Humans , Image Interpretation, Computer-Assisted/methods , Male , Middle Aged , Reproducibility of Results , Respiratory Mechanics , Sensitivity and Specificity
20.
MAGMA ; 30(3): 215-225, 2017 Jun.
Article in English | MEDLINE | ID: mdl-27844220

ABSTRACT

OBJECTIVES: Our objective was to test a data-exclusion strategy for respiratory motion suppression by retrospectively eliminating data acquired at extreme respiratory positions for improved coronary vessel sharpness (VS) of 1-D self-navigated 3-D radial whole-heart coronary angiography acquisitions. MATERIALS AND METHODS: 3-D radial self-navigated acquisitions were performed on a 1.5T scanner in volunteers during free-breathing (n = 8), in coached volunteers (n = 13) who were asked to breathe in a controlled manner to mimic cardiovascular patients presenting with Cheyne-Stokes breathing, and in free-breathing patients (n = 20). Data collected during large respiratory excursions were gradually excluded retrospectively from the reconstruction yielding 14 data sets per subject on average. The impact on VS, blood and myocardium signal-to-noise and contrast-to-noise was measured. From these results, two retrospective gating strategies were defined for the k-line elimination procedure and tested in all groups. RESULTS: Maximum right coronary artery VS improvement was +7.4 and +2.7% in coached volunteers and patients (P < 0.0001 for both), respectively, and 1.6% for the free-breathing volunteers (P = 0.13). The first gating strategy was defined as a fixed undersampling factor of 5 compared to a fully sampled 3-D radial acquisition, yielding significant VS improvement in coached volunteers and patients while myocardial signal-to-noise decreased in these. The second strategy was defined as a fixed gating window of 5.7 mm, leading to similar improvements. CONCLUSION: The presented strategies improve image quality of self-navigated acquisitions by retrospectively excluding data collected during end-inspiration.


Subject(s)
Artifacts , Cardiac-Gated Imaging Techniques/methods , Coronary Angiography/methods , Heart Diseases/diagnostic imaging , Imaging, Three-Dimensional/methods , Magnetic Resonance Angiography/methods , Respiratory-Gated Imaging Techniques/methods , Adult , Female , Humans , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Male , Motion , Reproducibility of Results , Respiratory Mechanics , Sensitivity and Specificity
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