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1.
Phys Med Biol ; 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38648788

ABSTRACT

Training deep learning models for image registration or segmentation of dynamic contrast enhanced (DCE)-MRI data is challenging. This is mainly due to the wide variations in contrast enhancement within and between patients. To train a model effectively, a large dataset is needed, but acquiring it is expensive and time consuming. Instead, style transfer can be used to generate new images from existing images. In this study, our objective is to develop a style transfer method that incorporates spatio-temporal information to either add or remove contrast enhancement from an existing image. We propose a Temporal Image-to-Image Style Transfer Network (TIST-Net), consisting of an auto-encoder combined with convolutional long short-term memory (LSTM) networks. This enables disentanglement of the content and style latent spaces of the time series data, using spatio-temporal information to learn and predict key structures . To generate new images , we use deformable and adaptive convolutions which allow fine grained control over the combination of the content and style latent spaces. We evaluate our method, using popular metrics and a previously proposed contrast weighted structural similarity index measure (CW-SSIM). We also perform a clinical evaluation, where experts are asked to rank images generated by multiple methods. Our model achieves state-of-the-art performance on three datasets (kidney, prostate and uterus) achieving an SSIM of 0.91±0.03, 0.73±0.04, 0.88±0.04 respectively when performing style transfer between a non-enhanced image and a contrast-enhanced image. Similarly, SSIM results for style transfer from a contrast-enhanced image to a non-enhanced image were 0.89±0.03, 0.82±0.03, 0.87±0.03. In the clinical evaluation, our method was ranked consistently higher than other approaches. TIST-Net can be used to generate new DCE-MRI data from existing images. In future, this may improve models for tasks such as image registration or segmentation by allowing small training datasets to be expanded.

2.
Heart ; 108(1): 46-53, 2022 01.
Article in English | MEDLINE | ID: mdl-34615668

ABSTRACT

OBJECTIVES: To determine the contribution of comorbidities on the reported widespread myocardial abnormalities in patients with recent COVID-19. METHODS: In a prospective two-centre observational study, patients hospitalised with confirmed COVID-19 underwent gadolinium and manganese-enhanced MRI and CT coronary angiography (CTCA). They were compared with healthy and comorbidity-matched volunteers after blinded analysis. RESULTS: In 52 patients (median age: 54 (IQR 51-57) years, 39 males) who recovered from COVID-19, one-third (n=15, 29%) were admitted to intensive care and a fifth (n=11, 21%) were ventilated. Twenty-three patients underwent CTCA, with one-third having underlying coronary artery disease (n=8, 35%). Compared with younger healthy volunteers (n=10), patients demonstrated reduced left (ejection fraction (EF): 57.4±11.1 (95% CI 54.0 to 60.1) versus 66.3±5 (95 CI 62.4 to 69.8)%; p=0.02) and right (EF: 51.7±9.1 (95% CI 53.9 to 60.1) vs 60.5±4.9 (95% CI 57.1 to 63.2)%; p≤0.0001) ventricular systolic function with elevated native T1 values (1225±46 (95% CI 1205 to 1240) vs 1197±30 (95% CI 1178 to 1216) ms;p=0.04) and extracellular volume fraction (ECV) (31±4 (95% CI 29.6 to 32.1) vs 24±3 (95% CI 22.4 to 26.4)%; p<0.0003) but reduced myocardial manganese uptake (6.9±0.9 (95% CI 6.5 to 7.3) vs 7.9±1.2 (95% CI 7.4 to 8.5) mL/100 g/min; p=0.01). Compared with comorbidity-matched volunteers (n=26), patients had preserved left ventricular function but reduced right ventricular systolic function (EF: 51.7±9.1 (95% CI 53.9 to 60.1) vs 59.3±4.9 (95% CI 51.0 to 66.5)%; p=0.0005) with comparable native T1 values (1225±46 (95% CI 1205 to 1240) vs 1227±51 (95% CI 1208 to 1246) ms; p=0.99), ECV (31±4 (95% CI 29.6 to 32.1) vs 29±5 (95% CI 27.0 to 31.2)%; p=0.35), presence of late gadolinium enhancement and manganese uptake. These findings remained irrespective of COVID-19 disease severity, presence of myocardial injury or ongoing symptoms. CONCLUSIONS: Patients demonstrate right but not left ventricular dysfunction. Previous reports of left ventricular myocardial abnormalities following COVID-19 may reflect pre-existing comorbidities. TRIAL REGISTRATION NUMBER: NCT04625075.


Subject(s)
COVID-19 , Ventricular Dysfunction, Right/diagnostic imaging , Adult , Computed Tomography Angiography , Contrast Media , Coronary Angiography , Female , Humans , Magnetic Resonance Imaging, Cine , Male , Manganese/metabolism , Matched-Pair Analysis , Middle Aged , Myocardium/metabolism , Prospective Studies , Survivors , Systole/physiology , Ventricular Dysfunction, Right/physiopathology
3.
MAGMA ; 33(1): 163-176, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31758418

ABSTRACT

To develop technical recommendations on the acquisition and post-processing of renal longitudinal (T1) and transverse (T2) relaxation time mapping. A multidisciplinary panel consisting of 18 experts in the field of renal T1 and T2 mapping participated in a consensus project, which was initiated by the European Cooperation in Science and Technology Action PARENCHIMA CA16103. Consensus recommendations were formulated using a two-step modified Delphi method. The first survey consisted of 56 items on T1 mapping, of which 4 reached the pre-defined consensus threshold of 75% or higher. The second survey was expanded to include both T1 and T2 mapping, and consisted of 54 items of which 32 reached consensus. Recommendations based were formulated on hardware, patient preparation, acquisition, analysis and reporting. Consensus-based technical recommendations for renal T1 and T2 mapping were formulated. However, there was considerable lack of consensus for renal T1 and particularly renal T2 mapping, to some extent surprising considering the long history of relaxometry in MRI, highlighting key knowledge gaps that require further work. This paper should be regarded as a first step in a long-term evidence-based iterative process towards ever increasing harmonization of scan protocols across sites, to ultimately facilitate clinical implementation.


Subject(s)
Kidney/diagnostic imaging , Magnetic Resonance Imaging/trends , Nephrology/trends , Translational Research, Biomedical/trends , Consensus , Delphi Technique , Humans , Interdisciplinary Communication , Magnetic Resonance Imaging/instrumentation , Surveys and Questionnaires
4.
Heart ; 105(22): 1695-1700, 2019 11.
Article in English | MEDLINE | ID: mdl-31337670

ABSTRACT

Gadolinium-based contrast media are widely used in cardiovascular MRI to identify and to highlight the intravascular and extracellular space. After gadolinium, manganese has the second highest paramagnetic moment and was one of the first MRI contrast agents assessed in humans. Over the last 50 years, manganese-enhanced MRI (MEMRI) has emerged as a complementary approach enabling intracellular myocardial contrast imaging that can identify functional myocardium through its ability to act as a calcium analogue. Early progress was limited by its potential to cause myocardial depression. To overcome this problem, two clinical formulations of manganese were developed using either chelation (manganese dipyridoxyl diphosphate) or coadministration with a calcium compound (EVP1001-1, Eagle Vision Pharmaceuticals). Preclinical studies have demonstrated the efficacy of MEMRI in quantifying myocardial infarction and detecting myocardial viability as well as tracking altered contractility and calcium handling in cardiomyopathy. Recent clinical data suggest that MEMRI has exciting potential in the quantification of myocardial viability in ischaemic cardiomyopathy, the early detection of abnormalities in myocardial calcium handling, and ultimately, in the development of novel therapies for myocardial infarction or heart failure by actively quantifying viable myocardium. The stage is now set for wider clinical translational study of this novel and promising non-invasive imaging modality.


Subject(s)
Cardiomyopathies/diagnostic imaging , Contrast Media/administration & dosage , Edetic Acid/analogs & derivatives , Magnetic Resonance Imaging , Manganese/administration & dosage , Myocardium/pathology , Pyridoxal Phosphate/analogs & derivatives , Animals , Calcium Signaling , Cardiomyopathies/metabolism , Cardiomyopathies/pathology , Cardiomyopathies/physiopathology , Edetic Acid/administration & dosage , Humans , Myocardium/metabolism , Predictive Value of Tests , Prognosis , Pyridoxal Phosphate/administration & dosage , Tissue Survival
5.
Int J Mol Sci ; 20(3)2019 Feb 12.
Article in English | MEDLINE | ID: mdl-30759756

ABSTRACT

A protocol for evaluating ultrasmall superparamagnetic particles of iron oxide (USPIO) uptake and elimination in cerebral small vessel disease patients was developed and piloted. B1-insensitive R1 measurement was evaluated in vitro. Twelve participants with history of minor stroke were scanned at 3-T MRI including structural imaging, and R1 and R2* mapping. Participants were scanned (i) before and (ii) after USPIO (ferumoxytol) infusion, and again at (iii) 24⁻30 h and (iv) one month. Absolute and blood-normalised changes in R1 and R2* were measured in white matter (WM), deep grey matter (GM), white matter hyperintensity (WMH) and stroke lesion regions. R1 measurements were accurate across a wide range of values. R1 (p < 0.05) and R2* (p < 0.01) mapping detected increases in relaxation rate in all tissues immediately post-USPIO and at 24⁻30 h. R2* returned to baseline at one month. Blood-normalised R1 and R2* changes post-infusion and at 24⁻30 h were similar, and were greater in GM versus WM (p < 0.001). Narrower distributions were seen with R2* than for R1 mapping. R1 and R2* changes were correlated at 24⁻30 h (p < 0.01). MRI relaxometry permits quantitative evaluation of USPIO uptake; R2* appears to be more sensitive to USPIO than R1. Our data are explained by intravascular uptake alone, yielding estimates of cerebral blood volume, and did not support parenchymal uptake. Ferumoxytol appears to be eliminated at 1 month. The approach should be valuable in future studies to quantify both blood-pool USPIO and parenchymal uptake associated with inflammatory cells or blood-brain barrier leak.


Subject(s)
Cerebral Small Vessel Diseases/metabolism , Cerebral Small Vessel Diseases/pathology , Ferric Compounds/metabolism , Ferrosoferric Oxide/metabolism , Aged , Blood-Brain Barrier/metabolism , Brain/metabolism , Evaluation Studies as Topic , Female , Humans , Magnetic Resonance Imaging/methods , Magnetite Nanoparticles/administration & dosage , Male
6.
Sci Rep ; 8(1): 9189, 2018 06 15.
Article in English | MEDLINE | ID: mdl-29907829

ABSTRACT

LiverMultiScan is an emerging diagnostic tool using multiparametric MRI to quantify liver disease. In a two-centre prospective validation study, 161 consecutive adult patients who had clinically-indicated liver biopsies underwent contemporaneous non-contrast multiparametric MRI at 3.0 tesla (proton density fat fraction (PDFF), T1 and T2* mapping), transient elastography (TE) and Enhanced Liver Fibrosis (ELF) test. Non-invasive liver tests were correlated with gold standard histothological measures. Reproducibility of LiverMultiScan was investigated in 22 healthy volunteers. Iron-corrected T1 (cT1), TE, and ELF demonstrated a positive correlation with hepatic collagen proportionate area (all p < 0·001). TE was superior to ELF and cT1 for predicting fibrosis stage. cT1 maintained good predictive accuracy for diagnosing significant fibrosis in cases with indeterminate ELF, but not for cases with indeterminate TE values. PDFF had high predictive accuracy for individual steatosis grades, with AUROCs ranging from 0.90-0.94. T2* mapping diagnosed iron accumulation with AUROC of 0.79 (95% CI: 0.67-0.92) and negative predictive value of 96%. LiverMultiScan showed excellent test/re-test reliability (coefficients of variation ranging from 1.4% to 2.8% for cT1). Overall failure rates for LiverMultiScan, ELF and TE were 4.3%, 1.9% and 15%, respectively. LiverMultiScan is an emerging point-of-care diagnostic tool that is comparable with the established non-invasive tests for assessment of liver fibrosis, whilst at the same time offering a superior technical success rate and contemporaneous measurement of liver steatosis and iron accumulation.


Subject(s)
Fatty Liver , Iron/metabolism , Liver Cirrhosis , Liver , Magnetic Resonance Imaging/methods , Adult , Biopsy , Cross-Sectional Studies , Fatty Liver/diagnostic imaging , Fatty Liver/metabolism , Fatty Liver/pathology , Female , Humans , Liver/diagnostic imaging , Liver/metabolism , Liver/pathology , Liver Cirrhosis/diagnostic imaging , Liver Cirrhosis/metabolism , Liver Cirrhosis/pathology , Magnetic Resonance Imaging/instrumentation , Male , Middle Aged , Prospective Studies
7.
J Neurol ; 265(8): 1795-1802, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29846780

ABSTRACT

Proton magnetic resonance spectroscopy yields metabolic information and has proved to be a useful addition to structural imaging in neurological diseases. We applied short-echo time Spectroscopic Imaging in a cohort of 42 patients with secondary progressive multiple sclerosis (SPMS). Linear modelling with respect to brain tissue type yielded metabolite levels that were significantly different in white matter lesions compared with normal-appearing white matter, suggestive of higher myelin turnover (higher choline), higher metabolic rate (higher creatine) and increased glial activity (higher myo-inositol) within the lesions. These findings suggest that the lesions have ongoing cellular activity that is not consistent with the usual assumption of 'chronic' lesions in SPMS, and may represent a target for repair therapies.


Subject(s)
Brain/diagnostic imaging , Brain/metabolism , Multiple Sclerosis, Chronic Progressive/diagnostic imaging , Multiple Sclerosis, Chronic Progressive/metabolism , Cohort Studies , Female , Humans , Linear Models , Male , Middle Aged , Proton Magnetic Resonance Spectroscopy
8.
PLoS One ; 12(12): e0189872, 2017.
Article in English | MEDLINE | ID: mdl-29287066

ABSTRACT

OBJECT: Magnetic resonance spectroscopic imaging (MRSI) is increasingly used in medicine and clinical research. Previous reliability studies have used small samples and focussed on limited aspects of variability; information regarding 1.5T versus 3T performance is lacking. The aim of the present work was to measure the inter-session, intra-session, inter-subject, within-brain and residual variance components using both 1.5T and 3T MR scanners. MATERIALS AND METHODS: Eleven healthy volunteers were invited for MRSI scanning on three occasions at both 1.5T and 3T, with four scans acquired at each visit. We measured variance components, correcting for grey matter and white matter content of voxels, of metabolite peak areas and peak area ratios. RESULTS: Residual variance was in general the largest component at 1.5T (8.6-24.6%), while within-brain variation was the largest component at 3T (12.0-24.7%). Inter-subject variation was around 5%, while inter- and intra-session variance were both generally small. CONCLUSION: Multiple variance contributions associated with MRSI measurements were quantified and the performance of 1.5T and 3T MRI scanners compared using data from the same group of subjects. Residual error is much lower at 3T, but other variance components remain important.


Subject(s)
Brain/diagnostic imaging , Magnetic Resonance Spectroscopy/methods , Adult , Female , Humans , Male , Young Adult
9.
J Cardiovasc Transl Res ; 10(5-6): 489-498, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28808955

ABSTRACT

Inflammation detected through the uptake of ultrasmall superparamagnetic particles of iron oxide (USPIO) on magnetic resonance imaging (MRI) and finite element (FE) modelling of tissue stress both hold potential in the assessment of abdominal aortic aneurysm (AAA) rupture risk. This study aimed to examine the spatial relationship between these two biomarkers. Patients (n = 50) > 40 years with AAA maximum diameters > = 40 mm underwent USPIO-enhanced MRI and computed tomography angiogram (CTA). USPIO uptake was compared with wall stress predictions from CTA-based patient-specific FE models of each aneurysm. Elevated stress was commonly observed in areas vulnerable to rupture (e.g. posterior wall and shoulder). Only 16% of aneurysms exhibited co-localisation of elevated stress and mural USPIO enhancement. Globally, no correlation was observed between stress and other measures of USPIO uptake (i.e. mean or peak). It is suggested that cellular inflammation and stress may represent different but complimentary aspects of AAA disease progression.


Subject(s)
Aorta, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortitis/diagnostic imaging , Contrast Media/administration & dosage , Dextrans/administration & dosage , Finite Element Analysis , Magnetic Resonance Imaging , Magnetite Nanoparticles/administration & dosage , Models, Cardiovascular , Patient-Specific Modeling , Aged , Aged, 80 and over , Aorta, Abdominal/physiopathology , Aortic Aneurysm, Abdominal/complications , Aortic Aneurysm, Abdominal/physiopathology , Aortic Rupture/etiology , Aortic Rupture/physiopathology , Aortitis/etiology , Aortitis/physiopathology , Aortography/methods , Computed Tomography Angiography , Dilatation, Pathologic , Disease Progression , Female , Humans , Male , Predictive Value of Tests , Prospective Studies , Regional Blood Flow , Risk Assessment , Scotland , Stress, Mechanical
10.
J Cardiovasc Magn Reson ; 18(1): 46, 2016 07 27.
Article in English | MEDLINE | ID: mdl-27465647

ABSTRACT

BACKGROUND: Ultrasmall superparamagnetic particles of iron oxide (USPIO)-enhanced magnetic resonance imaging (MRI) can detect tissue-resident macrophage activity and identify cellular inflammation. Clinical studies using this technique are now emerging. We aimed to report a range of normal R2* values at 1.5 and 3 T in the myocardium and other tissues following ferumoxytol administration, outline the methodology used and suggest solutions to commonly encountered analysis problems. METHODS: Twenty volunteers were recruited: 10 imaged each at 1.5 T and 3 T. T2* and late gadolinium enhanced (LGE) MRI was conducted at baseline with further T2* imaging conducted approximately 24 h after USPIO infusion (ferumoxytol, 4 mg/kg). Regions of interest were selected in the myocardium and compared to other tissues. RESULTS: Following administration, USPIO was detected by changes in R2* from baseline (1/T2*) at 24 h in myocardium, skeletal muscle, kidney, liver, spleen and blood at 1.5 T, and myocardium, kidney, liver, spleen, blood and bone at 3 T (p < 0.05 for all). Myocardial changes in R2* due to USPIO were 26.5 ± 7.3 s-1 at 1.5 T, and 37.2 ± 9.6 s-1 at 3 T (p < 0.0001 for both). Tissues showing greatest ferumoxytol enhancement were the reticuloendothelial system: the liver, spleen and bone marrow (216.3 ± 32.6 s-1, 336.3 ± 60.3 s-1, 69.9 ± 79.9 s-1; p < 0.0001, p < 0.0001, p = ns respectively at 1.5 T, and 275.6 ± 69.9 s-1, 463.9 ± 136.7 s-1, 417.9 ± 370.3 s-1; p < 0.0001, p < 0.0001, p < 0.01 respectively at 3 T). CONCLUSION: Ferumoxytol-enhanced MRI is feasible at both 1.5 T and 3 T. Careful data selection and dose administration, along with refinements to echo-time acquisition, post-processing and analysis techniques are essential to ensure reliable and robust quantification of tissue enhancement. TRIAL REGISTRATION: ClinicalTrials.gov Identifier - NCT02319278 . Registered 03.12.2014.


Subject(s)
Contrast Media/administration & dosage , Dextrans/administration & dosage , Ferrosoferric Oxide/administration & dosage , Heart/diagnostic imaging , Magnetic Resonance Imaging, Cine/methods , Magnetite Nanoparticles/administration & dosage , Organometallic Compounds/administration & dosage , Artifacts , Contrast Media/pharmacokinetics , Dextrans/pharmacokinetics , Feasibility Studies , Female , Healthy Volunteers , Humans , Image Interpretation, Computer-Assisted , Infusions, Intravenous , Male , Middle Aged , Predictive Value of Tests , Reproducibility of Results , Tissue Distribution
11.
J Cardiovasc Magn Reson ; 17: 83, 2015 Sep 18.
Article in English | MEDLINE | ID: mdl-26381872

ABSTRACT

Cardiovascular Magnetic Resonance (CMR) has become a primary tool for non-invasive assessment of cardiovascular anatomy, pathology and function. Existing contrast agents have been utilised for the identification of infarction, fibrosis, perfusion deficits and for angiography. Novel ultrasmall superparamagnetic particles of iron oxide (USPIO) contrast agents that are taken up by inflammatory cells can detect cellular inflammation non-invasively using CMR, potentially aiding the diagnosis of inflammatory medical conditions, guiding their treatment and giving insight into their pathophysiology. In this review we describe the utilization of USPIO as a novel contrast agent in vascular disease.


Subject(s)
Arteries/pathology , Atherosclerosis/pathology , Contrast Media/administration & dosage , Dextrans/administration & dosage , Inflammation/pathology , Macrophages/pathology , Magnetic Resonance Imaging/methods , Magnetite Nanoparticles/administration & dosage , Plaque, Atherosclerotic , Animals , Arteries/metabolism , Atherosclerosis/metabolism , Contrast Media/metabolism , Dextrans/metabolism , Humans , Inflammation/metabolism , Macrophages/metabolism , Particle Size , Predictive Value of Tests , Prognosis
12.
NMR Biomed ; 27(2): 183-90, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24273188

ABSTRACT

MRSI permits the non-invasive mapping of brain temperature in vivo, but information regarding its reliability is lacking. We obtained MRSI data from 31 healthy male volunteers [age range, 22-40 years; mean ± standard deviation (SD), 30.5 ± 5.0 years]. Eleven subjects (age range, 23-40 years; mean ± SD, 30.5 ± 5.2 years) were invited to receive four point-resolved spectroscopy MRSI scans on each of 3 days in both 1.5-T (TR/TE = 1000/144 ms) and 3-T (TR/TE = 1700/144 ms) clinical scanners; a further 20 subjects (age range, 22-40 years; mean ± SD, 30.5 ± 4.9 years) were scanned on a single occasion at 3 T. Data were fitted in the time domain to determine the water-N-acetylaspartate chemical shift difference, from which the temperature was estimated. Temperature data were analysed using a linear mixed effects model to determine variance components and systematic temperature changes during the scanning sessions. To characterise the effects of instrumental drift on apparent MRSI brain temperature, a temperature-controlled phantom was constructed and scanned on multiple occasions. Components of apparent in vivo temperature variability at 1.5 T/3 T caused by inter-subject (0.18/0.17 °C), inter-session (0.18/0.15 °C) and within-session (0.36/0.14 °C) effects, as well as voxel-to-voxel variation (0.59/0.54 °C), were determined. There was a brain cooling effect during in vivo MRSI of 0.10 °C [95% confidence interval (CI): -0.110, -0.094 °C; p < 0.001] and 0.051 °C (95% CI: -0.054, -0.048 °C; p < 0.001) per scan at 1.5 T and 3 T, respectively, whereas phantom measurements revealed minimal drift in apparent MRSI temperature relative to fibre-optic temperature measurements. The mean brain temperature at 3 T was weakly associated with aural (R = 0.55, p = 0.002) and oral (R = 0.62, p < 0.001) measurements of head temperature. In conclusion, the variability associated with MRSI brain temperature mapping was quantified. Repeatability was somewhat higher at 3 T than at 1.5 T, although subtle spatial and temporal variations in apparent temperature were demonstrated at both field strengths. Such data should assist in the efficient design of future clinical studies.


Subject(s)
Algorithms , Body Temperature/physiology , Brain/physiology , Magnetic Resonance Imaging/methods , Magnetic Resonance Spectroscopy/methods , Thermography/methods , Adult , Humans , Male , Reproducibility of Results , Sensitivity and Specificity , Young Adult
13.
Proc Inst Mech Eng H ; 227(10): 1114-24, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23886969

ABSTRACT

In abdominal aortic aneurysm disease, the aortic wall is exposed to intense biological activity involving inflammation and matrix metalloproteinase-mediated degradation of the extracellular matrix. These processes are orchestrated by monocytes and rather than affecting the aorta uniformly, damage and weaken focal areas of the wall leaving it vulnerable to rupture. This study attempts to model numerically the deposition of monocytes using large eddy simulation, discrete phase modelling and near-wall particle residence time. The model was first applied to idealised aneurysms and then to three patient-specific lumen geometries using three-component inlet velocities derived from phase-contrast magnetic resonance imaging. The use of a novel, variable wall shear stress-limiter based on previous experimental data significantly improved the results. Simulations identified a critical diameter (1.8 times the inlet diameter) beyond which significant monocyte deposition is expected to occur. Monocyte adhesion occurred proximally in smaller abdominal aortic aneurysms and distally as the sac expands. The near-wall particle residence time observed in each of the patient-specific models was markedly different. Discrete hotspots of monocyte residence time were detected, suggesting that the monocyte infiltration responsible for the breakdown of the abdominal aortic aneurysm wall occurs heterogeneously. Peak monocyte residence time was found to increase with aneurysm sac size. Further work addressing certain limitations is needed in a larger cohort to determine clinical significance.


Subject(s)
Aorta, Abdominal/pathology , Aorta, Abdominal/physiopathology , Aortic Aneurysm, Abdominal/pathology , Aortic Aneurysm, Abdominal/physiopathology , Models, Cardiovascular , Rheology/methods , Blood Flow Velocity , Cell Adhesion , Computer Simulation , Humans , Monocytes , Shear Strength
14.
Eur Heart J Cardiovasc Imaging ; 14(9): 906-13, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23313958

ABSTRACT

AIMS: To examine the relative and combined value of late gadolinium enhancement (LGE) and low-dose dobutamine (LDD) cardiac magnetic resonance (CMR) to predict 'adverse remodelling' (AR) following acute myocardial infarction (AMI). METHODS AND RESULTS: Forty-five patients with AMI were recruited. CMR was performed 2-4 days after presentation and at 6 months. Ventricular wall motion and volume were recorded at rest and following dobutamine infusion. Measures of first pass perfusion, persistent microvascular obstruction (PMO), and LGE were obtained following contrast administration. Quantitation was performed using the MEDIS 6.2 software. Regression analysis was employed to determine the univariables and multivariate models most predictive of AR at 6 months. The incremental and relative value of LDD over LGE was investigated. The most predictive univariable was 'volume of PMO' (r = 0.51, r2 = 0.26, P < 0.001). The optimal 'combined' multivariate model, utilizing data from all components, was highly predictive of AR (r = 0.82, r2 = 0.67, P < 0.001). The optimal model using parameters only from the LGE component also predicted remodelling (r = 0.65, r2 = 42.0, P = 0.001) but with less accuracy. In contrast, the optimal model using variables from the LDD component alone predicted remodelling with a similar accuracy to the optimal combined model (r = 0.82, r2 = 0.67, P < 0.001). CONCLUSION: A comprehensive CMR examination accurately predicts AR following AMI. LDD is superior to LGE CMR in this respect. These data suggest that LDD not only adds incremental value to LGE in the prediction of remodelling post-AMI but also may be utilized alone with the same predictive power.


Subject(s)
Contrast Media , Dobutamine , Gadolinium DTPA , Magnetic Resonance Imaging/methods , Myocardial Infarction/physiopathology , Ventricular Remodeling/physiology , Cardiac-Gated Imaging Techniques , Female , Humans , Male , Middle Aged , Predictive Value of Tests
15.
Circ Cardiovasc Imaging ; 5(5): 559-65, 2012 Sep 01.
Article in English | MEDLINE | ID: mdl-22875883

ABSTRACT

BACKGROUND: Inflammation following acute myocardial infarction (MI) has detrimental effects on reperfusion, myocardial remodelling, and ventricular function. Magnetic resonance imaging using ultrasmall superparamagnetic particles of iron oxide can detect cellular inflammation in tissues, and we therefore explored their role in acute MI in humans. METHODS AND RESULTS: Sixteen patients with acute ST-segment elevation MI were recruited to undergo 3 sequential magnetic resonance scans within 5 days of admission at baseline, 24 and 48 hours following no infusion (controls; n=6) or intravenous infusion of ultrasmall superparamagnetic particles of iron oxide (n=10; 4 mg/kg). T2*-weighted multigradient-echo sequences were acquired and R2* values were calculated for specific regions of interest. In the control group, R2* values remained constant in all tissues across all scans with excellent repeatability (bias of -0.208 s(-1), coefficient of repeatability of 26.96 s(-1); intraclass coefficient 0.989). Consistent with uptake by the reticuloendothelial system, R2* value increased in the liver (84±49.5 to 319±70.0 s(-1); P<0.001) but was unchanged in skeletal muscle (54±8.4 to 67.0±9.5 s(-1); P>0.05) 24 hours after administration of ultrasmall superparamagnetic particles of iron oxide. In the myocardial infarct, R2* value increased from 41.0±12.0 s(-1) (baseline) to 155±45.0 s(-1) (P<0.001) and 124±35.0 s(-1) (P<0.05) at 24 and 48 hours, respectively. A similar but lower magnitude response was seen in the remote myocardium, where it increased from 39±3.2 s(-1) (baseline) to 80±14.9 s(-1) (P<0.001) and 67.0±15.7 s(-1) (P<0.05) at 24 and 48 hours, respectively. CONCLUSIONS: Following acute MI, uptake of ultrasmall superparamagnetic particles of iron oxide occurs with the infarcted and remote myocardium. This technique holds major promise as a potential method for assessing cellular myocardial inflammation and left ventricular remodelling, which may have a range of applications in patients with MI and other inflammatory cardiac conditions.


Subject(s)
Dextrans , Magnetic Resonance Imaging , Magnetite Nanoparticles , Myocardial Infarction/diagnosis , Myocarditis/diagnosis , Myocardium/pathology , Triiodobenzoic Acids , Adult , Aged , Analysis of Variance , Angioplasty, Balloon, Coronary/instrumentation , Dextrans/administration & dosage , Dextrans/pharmacokinetics , Female , Humans , Infusions, Intravenous , Magnetite Nanoparticles/administration & dosage , Male , Middle Aged , Myocardial Infarction/complications , Myocardial Infarction/metabolism , Myocardial Infarction/pathology , Myocardial Infarction/therapy , Myocarditis/etiology , Myocarditis/metabolism , Myocarditis/pathology , Myocardium/metabolism , Pilot Projects , Predictive Value of Tests , Reproducibility of Results , Scotland , Stents , Thrombolytic Therapy , Time Factors , Tissue Distribution , Treatment Outcome , Triiodobenzoic Acids/administration & dosage , Triiodobenzoic Acids/pharmacokinetics , Ventricular Remodeling
16.
Circ Cardiovasc Imaging ; 5(4): 509-17, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22787016

ABSTRACT

BACKGROUND: Cell therapy is an emerging and exciting novel treatment option for cardiovascular disease that relies on the delivery of functional cells to their target site. Monitoring and tracking cells to ensure tissue delivery and engraftment is a critical step in establishing clinical and therapeutic efficacy. The study aims were (1) to develop a Good Manufacturing Practice-compliant method of labeling competent peripheral blood mononuclear cells with superparamagnetic particles of iron oxide (SPIO), and (2) to evaluate its potential for magnetic resonance cell tracking in humans. METHODS AND RESULTS: Peripheral blood mononuclear cells 1-5 × 10(9) were labeled with SPIO. SPIO-labeled cells had similar in vitro viability, migratory capacity, and pattern of cytokine release to unlabeled cells. After intramuscular administration, up to 10(8) SPIO-labeled cells were readily identifiable in vivo for at least 7 days using magnetic resonance imaging scanning. Using a phased-dosing study, we demonstrated that systemic delivery of up to 10(9) SPIO-labeled cells in humans is safe, and cells accumulating in the reticuloendothelial system were detectable on clinical magnetic resonance imaging. In a healthy volunteer model, a focus of cutaneous inflammation was induced in the thigh by intradermal injection of tuberculin. Intravenously delivered SPIO-labeled cells tracked to the inflamed skin and were detectable on magnetic resonance imaging. Prussian blue staining of skin biopsies confirmed iron-laden cells in the inflamed skin. CONCLUSIONS: Human peripheral blood mononuclear cells can be labeled with SPIO without affecting their viability or function. SPIO labeling for magnetic resonance cell tracking is a safe and feasible technique that has major potential for a range of cardiovascular applications including monitoring of cell therapies and tracking of inflammatory cells. Clinical Trial Registration- URL: http://www.clinicaltrials.gov; Unique identifier: NCT00972946, NCT01169935.


Subject(s)
Cell Tracking/methods , Contrast Media/pharmacokinetics , Dextrans/pharmacokinetics , Leukocytes, Mononuclear/metabolism , Magnetic Resonance Imaging , Cell Movement/drug effects , Contrast Media/chemistry , Cytokines/metabolism , Dextrans/chemistry , Feasibility Studies , Humans , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Magnetite Nanoparticles/chemistry , Patient Safety , Staining and Labeling , Statistics, Nonparametric , Tuberculin Test
17.
J Voice ; 26(1): 102-9, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21236638

ABSTRACT

OBJECTIVES: Traditional voice research focuses on the vocal tract, articulators, and larynx. By ignoring their direct/indirect attachments (skull, cervical spine, and sternum) important information may be missed. We aim to investigate vocal structures within this wider context and assess the validity of this approach for subsequent voice production studies. STUDY DESIGN/METHOD: Using a cross-sectional study design, we obtained midsagittal MR images from 10 healthy adults (five males and five females) while at rest and breathing quietly. With reference points based on cephalometry, 17 craniocervical, craniocaudal, and anteroposterior variables were chosen to describe craniofacial morphology, craniocervical posture, and airway dimensions. Relationships between variables were sought using Pearson's correlation coefficient. RESULTS: We found widespread correlations relating vocal structures to the craniofacial skeleton and cervical spine (r>0.6). Increasing airway size (hyocervical distance) was associated with greater distances from the cranial base of the hyoid, larynx, epiglottis tip and uvula tip, and of C3 from the menton. A wider velopharyngeal opening was associated with a shorter and higher soft palate, and a greater (lower) craniocervical angle was associated with a wider laryngeal tube opening, narrower airway at the uvula tip and shorter distances of the hyoid and uvula tip from the cranial base. CONCLUSION: Finding widespread correlations relating vocal structures to the craniofacial skeleton and cervical spine confirms the potential of this approach to uncover functional activity during voice production and demonstrates the importance of considering vocal structures and the airway within this wider context if important information is not to be missed.


Subject(s)
Magnetic Resonance Imaging/methods , Neck/anatomy & histology , Posture , Skull/anatomy & histology , Vocal Cords/anatomy & histology , Adult , Cephalometry/methods , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Reference Values , Reproducibility of Results , Young Adult
18.
J Voice ; 26(1): 90-101, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21435837

ABSTRACT

OBJECTIVES/HYPOTHESIS: Traditional voice research occurs within a phonetic context. Accordingly, pitch-related contributions are inseparable from those due to articulator input. In humming, articulator input is negligible. Using magnetic resonance imaging, we test the hypothesis that voice production is accompanied by pitch-related adjustments unrelated to articulatory or postural input. STUDY DESIGN/METHOD: In this cross-sectional study, 10 healthy volunteers (five men, five women, aged 20-47 years, median 25 years), including singers (6 months to 10 years tuition, median 2 years) and non-singers, were assessed to establish the lowest and highest notes they could comfortably sustain while humming over 20 seconds. With head position stable, midsagittal images were acquired while volunteers hummed these predetermined low and high notes. Twenty-two craniocervical, angular, and linear dimensions defined on these images were compared using one-way repeated-measures analysis of variance. Correlations between variables were sought using Pearson correlation coefficient. RESULTS: We found significant differences between low- and high-note conditions in six of 22 measures and widespread pitch-related correlations between variables (r≥0.63, P<0.05). Compared with low-note humming, high-note humming was accompanied by increased craniocervical angles opt/nsl and cvt/nsl (P=0.008 and 0.002, respectively); widening of the C3-menton distance (P=0.003), a rise of the larynx and hyoid in relation to the cranial base (P=0.012 and <0.001, respectively), and an increased sternum-hyoid distance (P<0.001). CONCLUSION: Voice production is accompanied by pitch-related adjustments that are currently being masked by, or mistakenly attributed to, articulatory or postural input, identification of which could improve understanding of mechanisms underlying speech and song.


Subject(s)
Face/anatomy & histology , Larynx/anatomy & histology , Magnetic Resonance Imaging/methods , Music , Neck/anatomy & histology , Skull/anatomy & histology , Voice Quality , Adult , Cross-Sectional Studies , Female , Humans , Hyoid Bone/anatomy & histology , Larynx/physiology , Male , Middle Aged , Phonetics , Posture , Young Adult
19.
Magn Reson Med ; 67(2): 531-40, 2012 Feb.
Article in English | MEDLINE | ID: mdl-21656561

ABSTRACT

The variation of the native T(1) (T(10)) of different tissues and B(1) transmission-field inhomogeneity at 3 T are major contributors of errors in the quantification of breast dynamic contrast-enhanced MRI. To address these issues, we have introduced new enhancement indices derived from saturation-recovery snapshot-FLASH (SRSF) images. The stability of the new indices, i.e., the SRSF enhancement factor (EF(SRSF)) and its simplified version (EF'(SRSF)) with respect to differences in T(10) and B(1) inhomogeneity was compared against a typical index used in breast dynamic contrast-enhanced MRI, i.e., the enhancement ratio (ER), by using computer simulations. Imaging experiments with Gd-DTPA-doped gel phantoms and a female volunteer were also performed. A lower error was observed in the new indices compared to enhancement ratio in the presence of typical T(10) variation and B(1) inhomogeneity. At changes of relaxation rate (ΔR(1)) of 8 s(-1), the differences between a T(10) of 1266 and 566 ms are <1, 12, and 58%, respectively, for EF(SRSF), EF'(SRSF), and ER, whereas differences of 20, 8, and 51%, respectively, result from a 50% B(1) field reduction at the same ΔR(1). These quantification techniques may be a solution to minimize the effect of T(10) variation and B(1) inhomogeneity on dynamic contrast-enhanced MRI of the breast at 3 T.


Subject(s)
Breast Neoplasms/diagnosis , Breast/pathology , Image Enhancement/methods , Image Processing, Computer-Assisted/methods , Mammography/methods , Computer Simulation , Female , Humans , Phantoms, Imaging , Sensitivity and Specificity
20.
Physiol Meas ; 31(9): 1137-46, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20651423

ABSTRACT

The motivation of the project was to investigate the use of oxygen-challenge magnetic resonance imaging (OC-MRI) as a method of diagnosing foetal growth restriction. Foetal growth restriction is associated with restricted foetal oxygen supply and is also associated with increased risks of perinatal mortality and morbidity, and a number of serious and chronic health problems. Measurements of T2* relaxation time, an MRI parameter which increases with blood oxygenation, were made in the right lobe of the foetal liver in 80 singleton pregnancies, before and after the mother breathed oxygen. The groups consisted of 41 foetuses with normal growth and 39 with apparent growth restriction. The mean +/- SD gestational age at scanning was 35 +/- 3 weeks. Changes in foetal liver T2* on maternal oxygen breathing showed no significant difference between the groups therefore the OC-MRI protocol used in this study has no value in the diagnosis of foetal growth restriction. A secondary finding was that a significant positive correlation of T2* change with gestational age was observed. Future studies on the use of oxygen-challenge MRI to investigate foetal growth restriction may therefore need to control for gestational age at the time of MR scanning in order to observe any underlying foetal growth-related effects.


Subject(s)
Fetal Growth Retardation/diagnosis , Fetus/metabolism , Liver/metabolism , Magnetic Resonance Imaging , Mothers , Oxygen/metabolism , Respiration , Female , Fetal Growth Retardation/metabolism , Gestational Age , Humans , Linear Models , Oxygen/blood , Pregnancy , Time Factors
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