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1.
Magn Reson Med ; 2024 May 22.
Artículo en Inglés | MEDLINE | ID: mdl-38775024

RESUMEN

PURPOSE: Prostate tissue has a complex microstructure, mainly composed of epithelial and stromal cells, and of extracellular (acinar-luminal) spaces. Diffusion-weighted MR spectroscopy (DW-MRS) is ideally suited to explore complex microstructure in vivo with metabolites selectively distributed in different subspaces. To date, this technique has been applied to brain and muscle. This study presents the development and pioneering utilization of 1H-DW-MRS in the prostate, accompanied by in vitro studies to support interpretations of in vivo findings. METHODS: Nine healthy volunteers underwent a prostate MR examination (mean age, 56 years; range, 31-66). Metabolic complexation was studied in vitro using solutions with major compounds found in prostatic fluid of the lumen. DW-MRS was performed at 3 T with a non-water-suppressed single-voxel sequence with metabolite-cycling to concurrently measure metabolite and water signals. The water signal was used in postprocessing as a reference in a motion-compensation scheme. The spectra were fitted simultaneously in the spectral and diffusion-weighting dimensions. Apparent diffusion coefficients (ADCs) were derived by fitting signal decays that were assumed to be mono-exponential for metabolites and biexponential for water. RESULTS: DW-MRS of the prostate revealed relatively low ADCs for Cho and Cr compounds, aligning with their intracellular location and higher ADCs for citrate and spermine supporting their luminal origin. In vitro assessments of the ADCs of citrate and spermine demonstrated their complex formation and protein binding. Tissue concentrations of MRS-detectable metabolites were as expected for the voxel location. CONCLUSIONS: This work successfully demonstrates the feasibility of 1H-DW-MRS of the prostate and its potential for providing valuable microstructural information.

2.
Invest Radiol ; 59(7): 519-525, 2024 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-38157433

RESUMEN

BACKGROUND: Accurate detection of lymph node (LN) metastases in prostate cancer (PCa) is a challenging but crucial step for disease staging. Ultrasmall superparamagnetic iron oxide (USPIO)-enhanced magnetic resonance imaging (MRI) enables distinction between healthy LNs and nodes suspicious for harboring metastases. When combined with MRI at an ultra-high magnetic field, an unprecedented spatial resolution can be exploited to visualize these LNs. PURPOSE: The aim of this study was to explore USPIO-enhanced MRI at 7 T in comparison to 3 T for the detection of small suspicious LNs in the same cohort of patients with PCa. MATERIALS AND METHODS: Twenty PCa patients with high-risk primary or recurrent disease were referred to our hospital for an investigational USPIO-enhanced 3 T MRI examination with ferumoxtran-10. With consent, they underwent a 7 T MRI on the same day. Three-dimensional anatomical and T2*-weighted images of both examinations were evaluated blinded, with an interval, by 2 readers who annotated LNs suspicious for metastases. Number, size, and level of suspicion (LoS) of LNs were paired within patients and compared between field strengths. RESULTS: At 7 T, both readers annotated significantly more LNs compared with 3 T (474 and 284 vs 344 and 162), with 116 suspicious LNs on 7 T (range, 1-34 per patient) and 79 suspicious LNs on 3 T (range, 1-14 per patient) in 17 patients. For suspicious LNs, the median short axis diameter was 2.6 mm on 7 T (1.3-9.5 mm) and 2.8 mm for 3 T (1.7-10.4 mm, P = 0.05), with large overlap in short axis of annotated LNs between LoS groups. At 7 T, significantly more suspicious LNs had a short axis <2.5 mm compared with 3 T (44% vs 27%). Magnetic resonance imaging at 7 T provided better image quality and structure delineation and a higher LoS score for suspicious nodes. CONCLUSIONS: In the same cohort of patients with PCa, more and more small LNs were detected on 7 T USPIO-enhanced MRI compared with 3 T MRI. Suspicious LNs are generally very small, and increased nodal size was not a good indication of suspicion for the presence of metastases. The high spatial resolution of USPIO-enhanced MRI at 7 T improves structure delineation and the visibility of very small suspicious LNs, potentially expanding the in vivo detection limits of pelvic LN metastases in PCa patients.


Asunto(s)
Medios de Contraste , Metástasis Linfática , Imagen por Resonancia Magnética , Nanopartículas de Magnetita , Neoplasias de la Próstata , Humanos , Masculino , Neoplasias de la Próstata/diagnóstico por imagen , Neoplasias de la Próstata/patología , Imagen por Resonancia Magnética/métodos , Anciano , Metástasis Linfática/diagnóstico por imagen , Persona de Mediana Edad , Dextranos , Ganglios Linfáticos/diagnóstico por imagen , Ganglios Linfáticos/patología , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Óxido Ferrosoférrico , Nanopartículas Magnéticas de Óxido de Hierro
3.
Magn Reson Med ; 89(5): 1741-1753, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36572967

RESUMEN

PURPOSE: To develop a robust processing procedure of raw signals from water-unsuppressed MRSI of the prostate for the mapping of absolute tissue concentrations of metabolites. METHODS: Water-unsuppressed 3D MRSI data were acquired from a phantom, from healthy volunteers, and a patient with prostate cancer. Signal processing included sequential computation of the modulus of the FID to remove water sidebands, a Hilbert transformation, and k-space Hamming filtering. For the removal of the water signal, we compared Löwner tensor-based blind source separation (BSS) and Hankel Lanczos singular value decomposition techniques. Absolute metabolite levels were quantified with LCModel and the results were statistically analyzed to compare the water removal methods and conventional water-suppressed MRSI. RESULTS: The post-processing algorithms successfully removed the water signal and its sidebands without affecting metabolite signals. The best water removal performance was achieved by Löwner tensor-based BSS. Absolute tissue concentrations of citrate in the peripheral zone derived from water-suppressed and unsuppressed 1 H MRSI were the same and as expected from the known physiology of the healthy prostate. Maps for citrate and choline from water-unsuppressed 3D 1 H-MRSI of the prostate showed expected spatial variations in metabolite levels. CONCLUSION: We developed a robust relatively simple post-processing method of water-unsuppressed MRSI of the prostate to remove the water signal. Absolute quantification using the water signal, originating from the same location as the metabolite signals, avoids the acquisition of additional reference data.


Asunto(s)
Próstata , Agua , Masculino , Humanos , Próstata/diagnóstico por imagen , Agua/química , Espectroscopía de Resonancia Magnética/métodos , Imagen por Resonancia Magnética/métodos , Citratos/metabolismo , Ácido Cítrico/metabolismo , Algoritmos , Encéfalo/metabolismo
4.
Artículo en Inglés | MEDLINE | ID: mdl-35321886

RESUMEN

INTRODUCTION: Impaired awareness of hypoglycemia, clinically reflected by the inability to timely detect hypoglycemia, affects approximately 25% of the people with type 1 diabetes. Both altered brain lactate handling and increased cerebral blood flow (CBF) during hypoglycemia appear to be involved in the pathogenesis of impaired awareness of hypoglycemia. Here we examine the effect of lactate on CBF during hypoglycemia. RESEARCH DESIGN AND METHODS: Nine people with type 1 diabetes and normal awareness of hypoglycemia underwent two hyperinsulinemic euglycemic-hypoglycemic (3.0 mmol/L) glucose clamps in a 3T MR system, once with sodium lactate infusion and once with sodium chloride infusion. Global and regional changes in CBF were determined using pseudocontinuous arterial spin labeling. RESULTS: Lactate (3.3±0.6 vs 0.9±0.2 mmol/L during lactate infusion vs placebo infusion, respectively) suppressed the counter-regulatory hormone responses to hypoglycemia. Global CBF increased considerably in response to intravenous lactate infusion but did not further increase during hypoglycemia. Lactate also blunted the hypoglycemia-induced regional redistribution of CBF towards the thalamus. CONCLUSIONS: Elevated lactate levels enhance global CBF and blunt the thalamic CBF response during hypoglycemia in patients with type 1 diabetes, mimicking observations of impaired awareness of hypoglycemia. These findings suggest that alteration of CBF associated with lactate may play a role in some aspects of the development of impaired awareness of hypoglycemia. TRIAL REGISTRATION NUMBER: NCT03730909.


Asunto(s)
Diabetes Mellitus Tipo 1 , Hipoglucemia , Circulación Cerebrovascular/fisiología , Diabetes Mellitus Tipo 1/complicaciones , Técnica de Clampeo de la Glucosa , Humanos , Hipoglucemia/inducido químicamente , Ácido Láctico/efectos adversos
5.
Hum Brain Mapp ; 41(4): 1017-1029, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31721369

RESUMEN

Parkinson's disease is characterized by bradykinesia, rigidity, and tremor. These symptoms have been related to an increased gamma-aminobutyric acid (GABA)ergic inhibitory drive from globus pallidus onto the thalamus. However, in vivo empirical evidence for the role of GABA in Parkinson's disease is limited. Some discrepancies in the literature may be explained by the presence or absence of tremor. Specifically, recent functional magnetic resonance imaging (fMRI) findings suggest that Parkinson's tremor is associated with reduced, dopamine-dependent thalamic inhibition. Here, we tested the hypothesis that GABA in the thalamocortical motor circuit is increased in Parkinson's disease, and we explored differences between clinical phenotypes. We included 60 Parkinson patients with dopamine-resistant tremor (n = 17), dopamine-responsive tremor (n = 23), or no tremor (n = 20), and healthy controls (n = 22). Using magnetic resonance spectroscopy, we measured GABA-to-total-creatine ratio in motor cortex, thalamus, and a control region (visual cortex) on two separate days (ON and OFF dopaminergic medication). GABA levels were unaltered by Parkinson's disease, clinical phenotype, or medication. However, motor cortex GABA levels were inversely correlated with disease severity, particularly rigidity and tremor, both ON and OFF medication. We conclude that cortical GABA plays a beneficial rather than a detrimental role in Parkinson's disease, and that GABA depletion may contribute to increased motor symptom expression.


Asunto(s)
Corteza Motora/metabolismo , Rigidez Muscular/metabolismo , Red Nerviosa/metabolismo , Enfermedad de Parkinson/metabolismo , Tálamo/metabolismo , Temblor/metabolismo , Ácido gamma-Aminobutírico/metabolismo , Anciano , Creatina/metabolismo , Dopaminérgicos/farmacología , Femenino , Humanos , Espectroscopía de Resonancia Magnética , Masculino , Persona de Mediana Edad , Corteza Motora/diagnóstico por imagen , Rigidez Muscular/diagnóstico por imagen , Rigidez Muscular/etiología , Red Nerviosa/diagnóstico por imagen , Enfermedad de Parkinson/complicaciones , Enfermedad de Parkinson/diagnóstico por imagen , Tálamo/diagnóstico por imagen , Temblor/diagnóstico por imagen , Temblor/tratamiento farmacológico , Temblor/etiología
6.
Cortex ; 121: 135-146, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31622899

RESUMEN

Disruptive behavior is associated with societally and personally problematic levels of aggression and has been linked to abnormal structure and function of fronto-amygdala-striatal regions. Abnormal glutamatergic signalling within this network may play a role in aggression. However, disruptive behavior does not represent a homogeneous construct, but can be fractionated across several dimensions. Of particular interest, callous-unemotional (CU) traits have been shown to modulate the severity, neural and behavioural characterisation, and therapeutic outcomes of disruptive behaviour disorders (DBDs) and aggression. Further, individuals showing disruptive behavior differ to the extent that they engage in subtypes of aggression (i.e., proactive [PA] and reactive aggression [RA]) which may also represent distinct therapeutic targets. Here we investigated how glutamate signalling within the fronto-amygdala-striatal circuitry was altered along these dimensions in youths showing disruptive behavior (n = 140) and typically developing controls (TD, n = 93) within the age-range of 8-18 years. We used proton magnetic resonance spectroscopy (1H-MRS) in the anterior cingulate cortex (ACC), striatum, amygdala and insula and associated glutamate concentrations with continuous measures of aggression and CU-traits using linear mixed-effects models. We found evidence of a dissociation for the different measures and glutamate concentrations. CU traits were associated with increased ACC glutamate ('callousness': b = .19, t (108) = 2.63, p = .01, r = .25; 'uncaring': b = .18, t (108) = 2.59, p = .011, r = .24) while PA was associated with decreased striatal glutamate concentration (b = -.23, t (28) = -3.02, p = .005, r = .50). These findings suggest dissociable correlates of CU traits and PA in DBDs, and indicate that the ACC and striatal glutamate may represent novel pharmacological targets in treating these different aspects.


Asunto(s)
Agresión/psicología , Emociones/fisiología , Empatía/fisiología , Problema de Conducta , Adolescente , Amígdala del Cerebelo/fisiopatología , Niño , Cuerpo Estriado/fisiología , Femenino , Humanos , Imagen por Resonancia Magnética/métodos , Masculino
7.
PLoS One ; 14(10): e0223702, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31603925

RESUMEN

γ-Aminobutyric acid (GABA), the major inhibitory neurotransmitter, is challenging to measure using proton spectroscopy due to its relatively low concentration, J-coupling and overlapping signals from other metabolites. Currently, the prevalent methods for detecting GABA at ultrahigh field strengths (≥ 7 T) are GABA-editing and model fitting of non-editing single voxel spectra. These two acquisition approaches have their own advantages: the GABA editing approach directly measures the GABA resonance at 3 ppm, whereas the fitting approach on the non-editing spectrum allows the detection of multiple metabolites, and has an SNR advantage over longer echo time (TE) acquisitions. This study aims to compare these approaches for estimating GABA at 7 T. We use an interleaved sequence of semi-LASER (sLASER: TE = 38 ms) and MEGA-sLASER (TE = 80 ms). This simultaneous interleaved acquisition minimizes the differential effect of extraneous factors, and enables an accurate comparison of the two acquisition methods. Spectra were acquired with an 8 ml isotropic voxel at six different brain regions: anterior-cingulate cortex, dorsolateral-prefrontal cortex, motor cortex, occipital cortex, posterior cingulate cortex, and precuneus. Spectral fitting with LCModel quantified the GABA to total Cr (tCr: Creatine + Phosphocreatine) concentration ratio. After correcting the T2 relaxation time variation, GABA/tCr ratios were similar between the two acquisition approaches. GABA editing showed smaller spectral fitting error according to Cramér-Rao lower bound than the sLASER approach for all regions examined. We conclude that both acquisition methods show similar accuracy but the precision of the MEGA-editing approach is higher for GABA measurement. In addition, the 2.28 ppm GABA resonance was found to be important for estimating GABA concentration without macromolecule contamination in the GABA-edited acquisition, when utilizing spectral fitting with LCModel.


Asunto(s)
Encéfalo/metabolismo , Espectroscopía de Resonancia Magnética , Ácido gamma-Aminobutírico/metabolismo , Adulto , Creatinina/metabolismo , Femenino , Sustancia Gris/metabolismo , Humanos , Masculino , Metaboloma , Relación Señal-Ruido
8.
Transl Psychiatry ; 9(1): 225, 2019 09 12.
Artículo en Inglés | MEDLINE | ID: mdl-31515486

RESUMEN

Obsessive-compulsive disorder (OCD) is a neuropsychiatric disorder with childhood onset, and is characterized by intrusive thoughts and fears (obsessions) that lead to repetitive behaviors (compulsions). Previously, we identified insulin signaling being associated with OCD and here, we aim to further investigate this link in vivo. We studied TALLYHO/JngJ (TH) mice, a model of type 2 diabetes mellitus, to (1) assess compulsive and anxious behaviors, (2) determine neuro-metabolite levels by 1 H magnetic resonance spectroscopy (MRS) and brain structural connectivity by diffusion tensor imaging (DTI), and (3) investigate plasma and brain protein levels for molecules previously associated with OCD (insulin, Igf1, Kcnq1, and Bdnf) in these subjects. TH mice showed increased compulsivity-like behavior (reduced spontaneous alternation in the Y-maze) and more anxiety (less time spent in the open arms of the elevated plus maze). In parallel, their brains differed in the white matter microstructure measures fractional anisotropy (FA) and mean diffusivity (MD) in the midline corpus callosum (increased FA and decreased MD), in myelinated fibers of the dorsomedial striatum (decreased FA and MD), and superior cerebellar peduncles (decreased FA and MD). MRS revealed increased glucose levels in the dorsomedial striatum and increased glutathione levels in the anterior cingulate cortex in the TH mice relative to their controls. Igf1 expression was reduced in the cerebellum of TH mice but increased in the plasma. In conclusion, our data indicates a role of (abnormal) insulin signaling in compulsivity-like behavior.


Asunto(s)
Encéfalo/metabolismo , Conducta Compulsiva/metabolismo , Insulina/metabolismo , Transducción de Señal/fisiología , Animales , Ansiedad/diagnóstico por imagen , Ansiedad/metabolismo , Glucemia , Encéfalo/diagnóstico por imagen , Factor Neurotrófico Derivado del Encéfalo/metabolismo , Conducta Compulsiva/diagnóstico por imagen , Diabetes Mellitus Tipo 2/diagnóstico por imagen , Diabetes Mellitus Tipo 2/metabolismo , Imagen de Difusión Tensora , Modelos Animales de Enfermedad , Factor I del Crecimiento Similar a la Insulina/metabolismo , Canal de Potasio KCNQ1/metabolismo , Espectroscopía de Resonancia Magnética , Ratones , Proteómica , Sustancia Blanca/diagnóstico por imagen
9.
J Magn Reson ; 304: 53-61, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-31102923

RESUMEN

Good B0 field homogeneity is considered an essential requirement to obtain high-quality MRS data. Many commonly used spectral fitting methods assume that all metabolite signals have Lorentzian or Gaussian shapes. However, B0 inhomogeneity can both broaden the linewidth and modify the lineshape. In this study, it is hypothesized that a realistic metabolite fitting model, which accounts for B0 homogeneity on the basis of the water lineshape, will improve the accuracy of estimation of metabolite concentrations. In-vivo water suppressed/unsuppressed single voxel spectroscopy signals were acquired under three different B0 field homogeneity regimes. Individual realistic basis sets were created for each acquisition. Frequency-domain spectral fitting with LCModel was used to quantify the metabolite concentrations with fitting uncertainties given in terms of the Cramer-Rao lower bound. The quantification results obtained using the water lineshape basis set yielded similar concentrations independent of linewidth and showed a larger fitting error as the linewidth increased. The conventional approach, however quantifies metabolite concentrations with greater variations despite showing a supposedly improved fitting quality. The water lineshape basis set achieved single voxel spectroscopy accuracy that is less sensitive to the linewidth compared to the conventional spectral fitting method for the range of linewidths used in this study, but the precision deteriorated with worsening B0 field inhomogeneity. The beneficial effect was ascribed to a reduction in the number of degrees of freedom when using the water lineshape to generate the basis set.


Asunto(s)
Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Adulto , Algoritmos , Femenino , Humanos , Imagenología Tridimensional , Masculino , Protones , Relación Señal-Ruido , Agua/metabolismo
10.
Diabetologia ; 62(6): 1065-1073, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-31001674

RESUMEN

AIMS/HYPOTHESIS: Chronic hyperglycaemia in type 1 diabetes affects the structure and functioning of the brain, but the impact of recurrent hypoglycaemia is unclear. Changes in the neurochemical profile have been linked to loss of neuronal function. We therefore aimed to investigate the impact of type 1 diabetes and burden of hypoglycaemia on brain metabolite levels, in which we assumed the burden to be high in individuals with impaired awareness of hypoglycaemia (IAH) and low in those with normal awareness of hypoglycaemia (NAH). METHODS: We investigated 13 non-diabetic control participants, 18 individuals with type 1 diabetes and NAH and 13 individuals with type 1 diabetes and IAH. Brain metabolite levels were determined by analysing previously obtained 1H magnetic resonance spectroscopy data, measured under hyperinsulinaemic-euglycaemic conditions. RESULTS: Brain glutamate levels were higher in participants with diabetes, both with NAH (+15%, p = 0.013) and with IAH (+19%, p = 0.003), compared with control participants. Cerebral glutamate levels correlated with HbA1c levels (r = 0.40; p = 0.03) and correlated inversely (r = -0.36; p = 0.04) with the age at diagnosis of diabetes. Other metabolite levels did not differ between groups, apart from an increase in aspartate in IAH. CONCLUSIONS/INTERPRETATION: In conclusion, brain glutamate levels are elevated in people with type 1 diabetes and correlate with glycaemic control and age of disease diagnosis, but not with burden of hypoglycaemia as reflected by IAH. This suggests a potential role for glutamate as an early marker of hyperglycaemia-induced cerebral complications of type 1 diabetes. ClinicalTrials.gov NCT03286816; NCT02146404; NCT02308293.


Asunto(s)
Encéfalo/metabolismo , Diabetes Mellitus Tipo 1/metabolismo , Ácido Glutámico/metabolismo , Adulto , Glucemia/metabolismo , Diabetes Mellitus Tipo 1/sangre , Femenino , Técnica de Clampeo de la Glucosa , Humanos , Hipoglucemia/sangre , Hipoglucemia/metabolismo , Espectroscopía de Resonancia Magnética , Masculino , Adulto Joven
11.
NMR Biomed ; 32(1): e4035, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30457686

RESUMEN

PURPOSE: A relatively high signal for choline-containing compounds (total choline, tCho) is commonly found in 1 H MR spectra of malignant tumors, but it is unclear if this also occurs in tumors in the liver. We evaluated the potential of the tCho signal in single voxel 1 H MR spectra of the human liver to assess metastases of colorectal cancers. EXPERIMENT: MR spectra of an 8 cm3 PRESS-localized voxel were obtained at 3 T from the livers of 12 healthy volunteers and from metastatic lesions in 20 patients in two different sessions. To correct for motion artifacts, sequentially recorded spectra were individually phased and frequency aligned before averaging. Spectra were analyzed using LCModel and tissue levels estimated by water referencing. Repeatability was assessed with Bland-Altman analyses. To estimate tumor necrosis, diffusion-weighted imaging of the liver was performed. High resolution magic angle spinning (HRMAS) spectra of tumor and normal liver samples were obtained at 11.7 T. RESULTS: With increasing tumor volumes, tCho levels decreased, indicating a partial volume effect. Mean tCho content in tumors larger than the PRESS voxel (>8 cm3 ) was significantly lower (p < 0.01) than for normal liver: 1.6 (range 0.0-3.4) versus 6.9 (range 4.9-11.1) mmol/kg wet weight, while it was comparable for tumors smaller than 8 cm3 : 7.0 (range 3.8-9.3) mmol/kg. The higher 90th percentile apparent diffusion coefficient value in the larger lesions indicates more necrosis. Measurement repeatability was average in normal livers and poor in tumors. HRMAS did not show substantial differences in choline-containing compounds between normal liver and metastasis. CONCLUSION: An increased tCho content was not observed in 1 H MR spectra of liver metastasis of colorectal cancer, compared with normal liver. This may be due to the background of a high tCho signal in spectra of normal liver or to an intrinsic lower tCho content in these tumors, but is most likely the result of necrosis in metastatic tumor tissue.


Asunto(s)
Colina/metabolismo , Neoplasias Colorrectales/patología , Neoplasias Hepáticas/diagnóstico por imagen , Neoplasias Hepáticas/secundario , Hígado/metabolismo , Espectroscopía de Protones por Resonancia Magnética , Adulto , Anciano , Imagen de Difusión por Resonancia Magnética , Humanos , Metaboloma , Persona de Mediana Edad , Control de Calidad , Reproducibilidad de los Resultados
12.
J Magn Reson ; 297: 51-60, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30359907

RESUMEN

Magnetic susceptibility differences between grey matter (GM) and white matter (WM) can potentially affect lineshapes and chemical shifts in single-voxel spectroscopy. This study aimed to investigate the consequences and potential utility of these effects. Spectroscopy voxels were segmented into GM, WM, and cerebrospinal fluid based on T1-weighted images. GM and WM lineshapes were computed using multi-echo gradient-echo images to measure the frequency distribution. Twenty 7 Tesla single voxel spectra with corresponding T1-weighted images were acquired from the frontal and parietal lobes from five healthy human volunteers. Consistent frequency shifts (mean [±SD] 4.9 ±â€¯2.0 Hz) and linewidth differences (2.4 ±â€¯1.5 Hz) between the two tissue types were observed. Directly visible metabolites (creatine, choline, and myo-inositol) exhibited frequency shifts and linewidth differences that were consistent with a linear-weighted summation of their expected GM and WM distribution ratios. The magnetic susceptibility difference between GM and WM had a detectable effect on single-voxel proton spectra, which results in both frequency shifts and lineshape broadening. This effect can be used to estimate the relative metabolic distribution in the GM and WM for directly observable metabolites. Fractional distributions estimated with this method demonstrated good agreement with literature values for the selected metabolites.

13.
J Transl Med ; 13: 114, 2015 Apr 09.
Artículo en Inglés | MEDLINE | ID: mdl-25890200

RESUMEN

BACKGROUND: Docetaxel is one of the most frequently used drugs to treat breast cancer. However, resistance or incomplete response to docetaxel is a major challenge. The aim of this study was to utilize MR metabolomics to identify potential biomarkers of docetaxel resistance in a mouse model for BRCA1-mutated breast cancer. METHODOLOGY: High resolution magic angle spinning (HRMAS) (1)H MR spectroscopy was performed on tissue samples obtained from docetaxel-sensitive or -resistant BRCA1-mutated mammary tumors in mice. Measurements were performed on samples obtained before treatment and at 1-2, 3-5 and 6-7 days after a 25 mg/kg dose of docetaxel. The MR spectra were analyzed by multivariate analysis, followed by analysis of the signals of individual compounds by peak fitting and integration with normalization to the integral of the creatine signal and of all signals between 2.9 and 3.6 ppm. RESULTS: The HRMAS spectra revealed significant metabolic differences between sensitive and resistant tissue samples. In particular choline metabolites were higher in resistant tumors by more than 50% with respect to creatine and by more than 30% with respect to all signals between 2.9 and 3.6 ppm. Shortly after treatment (1-2 days) the normalized choline metabolite levels were significantly increased by more than 30% in the sensitive group coinciding with the time of highest apoptotic activity induced by docetaxel. Thereafter, choline metabolites in these tumors returned towards pre-treatment levels. No change in choline compounds was observed in the resistant tumors over the whole time of investigation. CONCLUSIONS: Relative tissue concentrations of choline compounds are higher in docetaxel resistant than in sensitive BRCA1-mutated mouse mammary tumors, but in the first days after docetaxel treatment only in the sensitive tumors an increase of these compounds is observed. Thus both pre- and post-treatment tissue levels of choline compounds have potential to predict response to docetaxel treatment.


Asunto(s)
Antineoplásicos Fitogénicos/uso terapéutico , Colina/metabolismo , Genes BRCA1 , Neoplasias Mamarias Animales/tratamiento farmacológico , Mutación , Taxoides/uso terapéutico , Animales , Biomarcadores de Tumor , Docetaxel , Neoplasias Mamarias Animales/genética , Neoplasias Mamarias Animales/metabolismo , Ratones , Espectroscopía de Protones por Resonancia Magnética
14.
Magn Reson Med ; 74(4): 915-24, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25264976

RESUMEN

PURPOSE: Volume selection in (1) H MR spectroscopic imaging (MRSI) of the prostate is commonly performed with low-bandwidth refocusing pulses. However, their large chemical shift displacement error (CSDE) causes lipid signal contamination in the spectral range of interest. Application of high-bandwidth adiabatic pulses is limited by radiofrequency (RF) power deposition. In this study, we aimed to provide an MRSI sequence that overcomes these limitations. METHODS: Measurements were performed at 3 T with an endorectal receive coil. A semi-LASER sequence was equipped with low RF power demanding gradient-modulated offset-independent adiabaticity (GOIA) refocusing pulses with WURST(16,4) modulation, with a 10 kHz bandwidth. RESULTS: Simulations and phantom studies verified that the GOIA pulses select slices with a flat top and sharp edges and minimal CSDE. The sequence timing was tuned to an optimal citrate signal shape at an echo time of 88 ms. Patient studies (n = 10) demonstrated that high quality spectra with reduced lipid artifacts can be obtained from the whole prostate. Compared with PRESS acquisition at 145 ms the signal-to-noise ratio (SNR) of citrate is increased up to 2.6 and choline up to 1.3. CONCLUSION: An MRSI sequence of the prostate is presented with minimized spectral lipid contamination and improved SNR, to facilitate routine clinical acquisition of metabolic data.


Asunto(s)
Procesamiento de Imagen Asistido por Computador/métodos , Imagen por Resonancia Magnética/métodos , Próstata/patología , Procesamiento de Señales Asistido por Computador , Humanos , Masculino , Fantasmas de Imagen , Neoplasias de la Próstata/patología , Relación Señal-Ruido
15.
FASEB J ; 28(5): 1988-97, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24500922

RESUMEN

Fructose consumption has been associated with the surge in obesity and dyslipidemia. This may be mediated by the fructose effects on hepatic lipids and ATP levels. Fructose metabolism provides carbons for de novo lipogenesis (DNL) and stimulates enterocyte secretion of apoB48. Thus, fructose-induced hepatic triglyceride (HTG) accumulation can be attributed to both DNL stimulation and dietary lipid absorption. The aim of this study was to assess the effects of fructose diet on HTG and ATP content and the contributions of dietary lipids and DNL to HTG. Measurements were performed in vivo in mice by magnetic resonance imaging (MRI) and novel magnetic resonance spectroscopy (MRS) approaches. Abdominal adipose tissue volume and intramyocellular lipid levels were comparable between 8-wk fructose- and glucose-fed mice. HTG levels were ∼1.5-fold higher in fructose-fed than in glucose-fed mice (P<0.05). Metabolic flux analysis by (13)C and (2)H MRS showed that this was not due to dietary lipid absorption, but due to DNL stimulation. The contribution of oral lipids to HTG was, after 5 h, 1.60 ± 0.23% for fructose and 2.16 ± 0.35% for glucose diets (P=0.26), whereas that of DNL was higher in fructose than in glucose diets (2.55±0.51 vs.1.13±0.24%, P=0.01). Hepatic energy status, assessed by (31)P MRS, was similar for fructose- and glucose-fed mice. Fructose-induced HTG accumulation is better explained by DNL and not by dietary lipid uptake, while not compromising ATP homeostasis.


Asunto(s)
Grasas de la Dieta/metabolismo , Fructosa/administración & dosificación , Glucosa/administración & dosificación , Hígado/metabolismo , Triglicéridos/metabolismo , Absorción , Adenosina Trifosfato/metabolismo , Tejido Adiposo/metabolismo , Animales , Glucemia/metabolismo , Dieta , Enterocitos/metabolismo , Lipogénesis , Imagen por Resonancia Magnética , Espectroscopía de Resonancia Magnética , Masculino , Ratones , Ratones Endogámicos C57BL
16.
Magn Reson Med ; 71(1): 26-34, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-23475759

RESUMEN

PURPOSE: A semi-LASER sequence was optimized for in vivo lactate detection in the prostate. METHODS: The ethical committee waived the need for informed consent to measure 17 patients with high grade prostate cancer on a 3T system. A semi-LASER sequence was used with an echo time of 144 ms and optimized interpulse timing for a spectral citrate shape with high signal intensity. An LCModel basis set was developed for fitting choline, creatine, spermine, citrate, and lactate and was used to fit all spectra in tumor-containing voxels. For patients without detectable lactate, the minimal detectable lactate concentration was determined by adding in all spectra of tumor tissue a simulated lactate signal. The amplitude of the simulated lactate signal was iteratively decreased until its fit reached a Cramér Rao lower bound >20%, which was then set as the patient-specific detection limit. RESULTS: In none of the patients a convincing lactate signal was found. We estimated that on average the lactate levels in high grade prostate cancer are below 1.5 mM (range 0.9-3.5 mM), Interestingly, in one patient with extensive necrosis in the tumor biopsy samples (Gleason score 5+5), large lipid resonances were observed, which originated from the tumor. CONCLUSION: The minimal detectable lactate concentration of 1.5 mM in high grade prostate cancer indicates that if lactate is increased it remains at low concentrations.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Ácido Láctico/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Modelos Biológicos , Neoplasias de la Próstata/diagnóstico , Neoplasias de la Próstata/metabolismo , Anciano , Anciano de 80 o más Años , Algoritmos , Simulación por Computador , Humanos , Masculino , Protones , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
17.
Eur J Radiol ; 80(3): 655-61, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-20863638

RESUMEN

INTRODUCTION: To understand which factors could affect the assessment of anti-vascular treatment by DCE-MRI, we investigated possible causes that could have hampered the selection of an optimal biological dose in humans of the vascular targeted agent NGR-hTNF by DCE-MRI: (1) insufficient reproducibility of DCE-MRI; (2) less specific targeting of NGR-hTNF; (3) interference of vessel characteristics with NGR-hTNF efficacy; (4) interfering pharmacodynamic effects. EXPERIMENTAL: In a phase I study NGR-hTNF, DCE-MRI was performed at baseline and 2 h after NGR-hTNF administration in 31 patients with advanced solid cancer. Reproducibility measurements were performed in 5 other non-treated patients with metastatic disease. Mean kep, Ktrans values and their histogram distribution were determined in metastases and healthy liver tissue. The correlation between tumour size and DCE-MRI parameters was determined. Kinetics of soluble TNF receptors and the development of anti-TNF antibodies were assessed. RESULTS: Reproducibility of the DCE-MRI technique was adequate. Mean DCE-MRI parameters did not significantly change after NGR-hTNF administration, but histogram analyses showed significant changes in metastases and healthy liver tissue in some patients. The anti-vascular effects of NGR-hTNF were larger in smaller tumours, which have less mature neovasculature. Soluble TNF receptors were released. CONCLUSIONS: The difficulty to find an optimal biological dose of NGR-TNF by DCE-MRI is likely caused by a combination of factors: (i) different profiles of early anti-vascular effects in tumours and healthy liver tissue, (ii) dependence of the magnitude of the anti-vascular effect of NGR-hTNF on tumour size and (iii) shedding kinetics of soluble TNFα receptors.


Asunto(s)
Quimioterapia Asistida por Computador/métodos , Aumento de la Imagen/métodos , Imagen por Resonancia Magnética/métodos , Neoplasias/diagnóstico , Neoplasias/tratamiento farmacológico , Proteínas Recombinantes de Fusión/administración & dosificación , Factor de Necrosis Tumoral alfa/administración & dosificación , Anciano , Antineoplásicos/administración & dosificación , Femenino , Humanos , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Insuficiencia del Tratamiento , Resultado del Tratamiento
18.
Clin Cancer Res ; 16(4): 1315-23, 2010 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-20145168

RESUMEN

PURPOSE: This phase I trial investigating the vascular targeting agent NGR-hTNF aimed to determine the (a) dose-limiting toxicities, (b) maximum tolerated dose (MTD), (c) pharmacokinetics and pharmacodynamics, (d) vascular response by dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), and (e) preliminary clinical activity in solid tumors. EXPERIMENTAL DESIGN: NGR-hTNF was administered once every 3 weeks by a 20- to 60-minute i.v. infusion to cohorts of three to six patients with solid tumors in escalating doses. Pharmacokinetic and pharmacodynamic analyses in blood were done during the first four cycles. DCE-MRI was done in cycle 1 at baseline and 2 hours after the start of the infusion. RESULTS: Sixty-nine patients received a total of 201 cycles of NGR-hTNF (0.2-60 microg/m(2)). Rigors and fever were the most frequently observed toxicities. Four dose-limiting toxicities were observed (at doses of 1.3, 8.1, and 60 microg/m(2)), of which three were infusion related. The MTD was 45 microg/m(2). The mean apparent terminal half-life ranged from 0.963 to 2.08 hours. DCE-MRI results of tumors showed a vascular response to NGR-hTNF. No objective responses were observed, but 27 patients showed stable disease with a median duration of 12 weeks. CONCLUSIONS: NGR-hTNF was well tolerated. The MTD was 45 microg/m(2) administered in 1 hour once every 3 weeks. DCE-MRI results showed the antivascular effect of NGR-hTNF. These findings call for further research for defining the optimal biological dose and clinical activity of NGR-hTNF as a single agent or in combination with cytotoxic drugs.


Asunto(s)
Antineoplásicos/uso terapéutico , Permeabilidad Capilar/efectos de los fármacos , Imagen por Resonancia Magnética , Neoplasias/tratamiento farmacológico , Proteínas Recombinantes de Fusión/uso terapéutico , Factor de Necrosis Tumoral alfa/uso terapéutico , Adulto , Anciano , Antineoplásicos/efectos adversos , Antineoplásicos/farmacocinética , Esquema de Medicación , Femenino , Humanos , Masculino , Dosis Máxima Tolerada , Persona de Mediana Edad , Proteínas Recombinantes de Fusión/efectos adversos , Proteínas Recombinantes de Fusión/farmacocinética , Factor de Necrosis Tumoral alfa/efectos adversos , Factor de Necrosis Tumoral alfa/farmacocinética
19.
J Magn Reson Imaging ; 31(1): 61-70, 2010 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-20027568

RESUMEN

PURPOSE: To assess the reproducibility of (1)H-MR spectroscopic imaging (MRSI) of the human brain at 3T with volume selection by a double spin echo sequence for localization with adiabatic refocusing pulses (semi-LASER). MATERIALS AND METHODS: Twenty volunteers in two different institutions were measured twice with the same pulse sequence at an echo time of 30 msec. Magnetic resonance (MR) spectra were analyzed with LCModel with a simulated basis set including an experimentally acquired macromolecular signal profile. For specific regions in the brain mean metabolite levels, within and between subject variance, and the coefficient of variation (CoV) were calculated (for taurine, glutamate, total N-acetylaspartate, total creatine, total choline, myo-inositol + glycine, and glutamate + glutamine). RESULTS: Repeated measurements showed no significant differences with a paired t-test and a high reproducibility (CoV ranging from 3%-30% throughout the selected volume). Mean metabolite levels and CoV obtained in similar regions in the brain did not differ significantly between two contributing institutions. The major source of differences between different measurements was identified to be the between-subject variations in the volunteers. CONCLUSION: We conclude that semi-LASER (1)H-MRSI at 3T is an adequate method to obtain quantitative and reproducible measures of metabolite levels over large parts of the brain, applicable across multiple centers.


Asunto(s)
Algoritmos , Biomarcadores/análisis , Encéfalo/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Humanos , Masculino , Protones , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Distribución Tisular , Adulto Joven
20.
J Nucl Med ; 50(11): 1777-84, 2009 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-19837750

RESUMEN

UNLABELLED: In this study, we examined the in vivo relationship between functional tumor vasculature, determined by dynamic contrast-enhanced (DCE-) MRI, and tumor metabolism, determined by dynamic (18)F-FDG PET, during cytotoxic treatment of patients with colorectal liver metastases. METHODS: Twenty-three patients underwent DCE-MRI (using gadolinium dimeglumine) and dynamic (18)F-FDG PET at baseline and after 3 treatment cycles, unless treatment was terminated because of toxicity. Parameters for vasculature (rate constant between extravascular extracellular space and blood plasma [k(ep)] and volume transfer constant [K(trans)]), extracellular space (v(e)), tumor size (the maximal axial diameter of each included lesion [MAD]), and metabolism (glucose metabolic rates [MR(glc)]) were derived, and changes during treatment were correlated. Overall survival (OS) and progression-free survival (PFS) served as outcome measures for the predictive abilities of pretreatment parameters and of treatment-related parameter changes. RESULTS: Pretreatment MR(glc) and MAD were individually predictive for OS and PFS. During treatment, K(trans) increased significantly, but this increase could not be confirmed in a lesion-by-lesion analysis. MR(glc) decreased significantly (P < 0.001). No correlations were found for changes in DCE-MRI parameters and DeltaMR(glc). No relationship was found between changes in DCE-MRI parameters and OS or PFS. DeltaMR(glc) was able to predict OS (P = 0.008) after correction for confounders. CONCLUSION: The efficacy of cytotoxic chemotherapy assessed by reduction in tumor metabolism does not depend on pretreatment properties of the tumor vasculature determined by DCE-MRI. Cytotoxic chemotherapy does not alter DCE-MRI-derived properties of tumor vasculature but decreases glucose consumption of tumor cells.


Asunto(s)
Neoplasias Colorrectales/irrigación sanguínea , Neoplasias Colorrectales/patología , Fluorodesoxiglucosa F18 , Gadolinio DTPA , Neoplasias Hepáticas/tratamiento farmacológico , Neoplasias Hepáticas/metabolismo , Anciano , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Progresión de la Enfermedad , Femenino , Fluorodesoxiglucosa F18/farmacocinética , Gadolinio DTPA/farmacocinética , Humanos , Neoplasias Hepáticas/diagnóstico por imagen , Neoplasias Hepáticas/secundario , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Cintigrafía , Tasa de Supervivencia , Resultado del Tratamiento
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