RESUMEN
Systemic lupus erythematosus is an inflammatory autoimmune disease with multi-organ involvement. Central nervous system involvement in systemic lupus erythematosus is common and results in several neurological and psychiatric symptoms that are poorly linked to standard magnetic resonance imaging outcome. Magnetic resonance imaging methods sensitive to tissue microstructural changes, such as diffusion tensor imaging and magnetization transfer imaging, show some correlation with neuropsychiatric systemic lupus erythematosus (NPSLE) symptoms. Histological examination of NPSLE brains reveals presence of cerebral oedema, loss of neurons and myelinated axons, microglial proliferation and reactive astrocytosis, microinfacrts and diffuse ischaemic changes, all of which can affect both diffusion tensor imaging and magnetization transfer imaging in a non-specific manner. Here we investigated the underlying cell-type specific microstructural alterations in the brain of patients with systemic lupus erythematosus with and without a history of central nervous system involvement. We did so combining diffusion tensor imaging with diffusion-weighted magnetic resonance spectroscopy, a powerful tool capable of characterizing cell-specific cytomorphological changes based on diffusion of intracellular metabolites. We used a 7 T magnetic resonance imaging scanner to acquire T1-weighted images, diffusion tensor imaging datasets, and single volume diffusion-weighted magnetic resonance spectroscopy data from the anterior body of the corpus callosum of 13 patients with systemic lupus erythematosus with past NPSLE, 16 patients with systemic lupus erythematosus without past NPSLE, and 19 healthy control subjects. Group comparisons were made between patients with systemic lupus erythematosus with/without past NPSLE and healthy controls on diffusion tensor imaging metrics and on diffusion coefficients of three brain metabolites: the exclusively neuronal/axonal N-acetylaspartate, and the predominantly glial creatine + phosphocreatine and choline compounds. In patients with systemic lupus erythematosus with past NPSLE, significantly higher diffusion tensor imaging mean and radial diffusivities were accompanied by a significantly higher intracellular diffusion of total creatine (0.202 ± 0.032 µm(2)/ms, P = 0.018) and total choline (0.142 ± 0.031 µm(2)/ms, P = 0.044) compared to healthy controls (0.171 ± 0.024 µm(2)/ms, 0.124 ± 0.018 µm(2)/ms, respectively). Total N-acetylaspartate, total creatine and total choline diffusion values from all patients with systemic lupus erythematosus correlated positively with systemic lupus erythematosus disease activity index score (P = 0.033, P = 0.040, P = 0.008, respectively). Our results indicate that intracellular alterations, and in particular changes in glia, as evidenced by increase in the average diffusivities of total choline and total creatine, correlate with systemic lupus erythematosus activity. The higher diffusivity of total creatine and total choline in patients with NPSLE, as well as the positive correlation of these diffusivities with the systemic lupus erythematosus disease activity index are in line with cytomorphological changes in reactive glia, suggesting that the diffusivities of choline compounds and of total creatine are potentially unique markers for glial reactivity in response to inflammation.
Asunto(s)
Ácido Aspártico/análogos & derivados , Axones/metabolismo , Colina/metabolismo , Creatina/metabolismo , Vasculitis por Lupus del Sistema Nervioso Central/metabolismo , Neuroglía/metabolismo , Fosfocreatina/metabolismo , Adulto , Ácido Aspártico/metabolismo , Estudios de Casos y Controles , Cuerpo Calloso/metabolismo , Imagen de Difusión Tensora , Femenino , Humanos , Espectroscopía de Resonancia Magnética , Masculino , Persona de Mediana EdadRESUMEN
Diffusion-weighted MRS (DWS) of brain metabolites enables the study of cell-specific alterations in tissue microstructure by probing the diffusion of intracellular metabolites. In particular, the diffusion properties of neuronal N-acetylaspartate (NAA), typically co-measured with N-acetylaspartyl glutamate (NAAG) (NAA + NAAG = tNAA), have been shown to be sensitive to intraneuronal/axonal damage in pathologies such as stroke and multiple sclerosis. Lacking, so far, are empirical assessments of the reproducibility of DWS measures across time and subjects, as well as a systematic investigation of the optimal acquisition parameters for DWS experiments, both of which are sorely needed for clinical applications of the method. In this study, we acquired comprehensive single-volume DWS datasets of the human corpus callosum at 3 T and 7 T. We investigated the inter- and intra-subject variability of empirical and modeled diffusion properties of tNAA [D(avg) (tNAA) and D(model) (tNAA), respectively]. Subsequently, we used a jackknife-like resampling approach to explore the variance of these properties in partial data subsets reflecting different total scan durations. The coefficients of variation (C(V)) and repeatability coefficients (C(R)) for D(avg) (tNAA) and D(model) (tNAA) were calculated for both 3 T and 7 T, with overall lower variability in the 7 T results. Although this work is limited to the estimation of the diffusion properties in the corpus callosum, we show that a careful choice of diffusion-weighting conditions at both field strengths allows the accurate measurement of tNAA diffusion properties in clinically relevant experimental time. Based on the resampling results, we suggest optimized acquisition schemes of 13-min duration at 3T and 10-min duration at 7 T, whilst retaining low variability (C(V) ≈ 8%) for the tNAA diffusion measures. Power calculations for the estimation of D(model )(tNAA) and D(avg) (tNAA) based on the suggested schemes show that less than 21 subjects per group are sufficient for the detection of a 10% effect between two groups in case-control studies.
Asunto(s)
Ácido Aspártico/análogos & derivados , Cuerpo Calloso/anatomía & histología , Cuerpo Calloso/química , Imagen de Difusión por Resonancia Magnética/métodos , Aumento de la Imagen/métodos , Espectroscopía de Resonancia Magnética/métodos , Adulto , Ácido Aspártico/análisis , Estudios de Factibilidad , Femenino , Humanos , Masculino , Imagen Molecular/métodos , Dosis de Radiación , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Distribución TisularRESUMEN
OBJECTIVE: Pathology in both cortex and deep gray matter contribute to disability in multiple sclerosis (MS). We used the increased signal-to-noise ratio of 7-tesla (7T) MRI to visualize small lesions within the thalamus and to relate this to clinical information and cortical lesions. METHODS: We obtained 7T MRI scans on 34 MS cases and 15 healthy volunteers. Thalamic lesion number and volume were related to demographic data, clinical disability measures, and lesions in cortical gray matter. RESULTS: Thalamic lesions were found in 24/34 of MS cases. Two lesion subtypes were noted: discrete, ovoid lesions, and more diffuse lesional areas lining the periventricular surface. The number of thalamic lesions was greater in progressive MS compared to relapsing-remitting (mean ±SD, 10.7 ±0.7 vs. 3.0 ±0.7, respectively, p < 0.001). Thalamic lesion burden (count and volume) correlated with EDSS score and measures of cortical lesion burden, but not with white matter lesion burden or white matter volume. CONCLUSIONS: Using 7T MRI allows identification of thalamic lesions in MS, which are associated with disability, progressive disease, and cortical lesions. Thalamic lesion analysis may be a simpler, more rapid estimate of overall gray matter lesion burden in MS.
Asunto(s)
Imagen por Resonancia Magnética/métodos , Esclerosis Múltiple/patología , Tálamo/patología , Adulto , Corteza Cerebral/patología , Femenino , Sustancia Gris/patología , Humanos , Interpretación de Imagen Asistida por Computador , Masculino , Persona de Mediana Edad , Sustancia Blanca/patologíaRESUMEN
PURPOSE: To report enhanced signal detection for measuring N-acetyl-aspartyl-glutamate (NAAG) in the human brain at 7 Tesla by echo time (TE) -optimized point-resolved spectroscopy (PRESS) and improved Wiener filtering. METHODS: Using a highly efficient in-house developed numerical simulation program, a PRESS sequence with (TE1 , TE2 ) = (26, 72) ms was found to maximize the NAAG signals relative to the overlapping Glu signals. A new Wiener filtering water reference deconvolution method was developed to reduce broadening and distortions of metabolite peaks caused by B0 inhomogeneity and eddy currents. RESULTS: Monte Carlo simulation results demonstrated that the new Wiener filtering method offered higher spectral resolution, reduced spectral artifacts, and higher accuracy in NAAG quantification compared with the original Wiener filtering method. In vivo spectra and point spread functions of signal distortion confirmed that the new Wiener filtering method lead to improved spectral resolution and reduced spectral artifacts. CONCLUSION: TE-optimized PRESS in combination with a new Wiener filtering method made it possible to fully use both the NAAG singlet signal at 2.05 ppm and the NAAG multiplet signal at 2.18 ppm in the quantification of NAAG. A more accurate characterization of lineshape distortion for Wiener filtering needs B0 field maps and segmented anatomical images to exclude contribution from cerebral spinal fluid.
Asunto(s)
Algoritmos , Encéfalo/metabolismo , Dipéptidos/metabolismo , Imagen por Resonancia Magnética/métodos , Espectroscopía de Resonancia Magnética/métodos , Neurotransmisores/metabolismo , Procesamiento de Señales Asistido por Computador , Adulto , Encéfalo/anatomía & histología , Femenino , Humanos , Masculino , Imagen Molecular/métodos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Adulto JovenRESUMEN
Sensitive and specific in vivo measures of axonal damage, an important determinant of clinical status in multiple sclerosis (MS), might greatly benefit prognostication and therapy assessment. Diffusion tensor spectroscopy (DTS) combines features of diffusion tensor imaging and magnetic resonance spectroscopy, allowing measurement of the diffusion properties of intracellular, cell-type-specific metabolites. As such, it may be sensitive to disruption of tissue microstructure within neurons. In this cross-sectional pilot study, diffusion of the neuronal metabolite N-acetylaspartate (NAA) was measured in the human normal-appearing corpus callosum on a 7 tesla MRI scanner, comparing 15 MS patients and 14 healthy controls. We found that NAA parallel diffusivity is lower in MS (p = 0.030) and inversely correlated with both water parallel diffusivity (p = 0.020) and clinical severity (p = 0.015). Interpreted in the context of previous experiments, our findings provide preliminary evidence that DTS can distinguish axonopathy from other processes such as inflammation, edema, demyelination, and gliosis. By detecting reduced diffusion of NAA parallel to axons in white matter, DTS may thus be capable of distinguishing axonal disruption in MS in the setting of increased parallel diffusion of water, which is commonly observed in MS but pathologically nonspecific.
Asunto(s)
Axones/patología , Imagen de Difusión Tensora/métodos , Esclerosis Múltiple/patología , Adulto , Ácido Aspártico/análogos & derivados , Ácido Aspártico/metabolismo , Axones/metabolismo , Imagen de Difusión por Resonancia Magnética/métodos , Femenino , Humanos , Líquido Intracelular/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/metabolismo , Adulto JovenRESUMEN
Sensory over-responsivity (SOR), extreme sensitivity to or avoidance of sensory stimuli (e.g., scratchy fabrics, loud sounds), is a highly prevalent and impairing feature of neurodevelopmental disorders such as autism spectrum disorders (ASD), anxiety, and ADHD. Previous studies have found overactive brain responses and reduced modulation of thalamocortical connectivity in response to mildly aversive sensory stimulation in ASD. These findings suggest altered thalamic sensory gating which could be associated with an excitatory/inhibitory neurochemical imbalance, but such thalamic neurochemistry has never been examined in relation to SOR. Here we utilized magnetic resonance spectroscopy and resting-state functional magnetic resonance imaging to examine the relationship between thalamic and somatosensory cortex inhibitory (gamma-aminobutyric acid, GABA) and excitatory (glutamate) neurochemicals with the intrinsic functional connectivity of those regions in 35 ASD and 35 typically developing pediatric subjects. Although there were no diagnostic group differences in neurochemical concentrations in either region, within the ASD group, SOR severity correlated negatively with thalamic GABA (r = -0.48, p < 0.05) and positively with somatosensory glutamate (r = 0.68, p < 0.01). Further, in the ASD group, thalamic GABA concentration predicted altered connectivity with regions previously implicated in SOR. These variations in GABA and associated network connectivity in the ASD group highlight the potential role of GABA as a mechanism underlying individual differences in SOR, a major source of phenotypic heterogeneity in ASD. In ASD, abnormalities of the thalamic neurochemical balance could interfere with the thalamic role in integrating, relaying, and inhibiting attention to sensory information. These results have implications for future research and GABA-modulating pharmacologic interventions.
Asunto(s)
Trastorno del Espectro Autista , Imagen por Resonancia Magnética , Encéfalo , Niño , Humanos , Espectroscopía de Resonancia Magnética , Tálamo/diagnóstico por imagenRESUMEN
Individuals with autism spectrum disorder (ASD) are significantly more likely to experience sensory over-responsivity (SOR) compared to neurotypical controls. SOR in autism has been shown to be related to atypical functional connectivity in the salience network (SN), a brain network thought to help direct attention to the most relevant stimuli in one's environment. However, all studies to date which have examined the neurobiological basis of sensory processing in ASD have used primarily male samples so little is known about sex differences in the neural processing of sensory information. This study examined the relationship between SOR and resting-state functional connectivity in the SN for 37 males and 16 females with autism, ages 8-17 years. While there were no sex differences in parent-rated SOR symptoms, there were significant sex differences in how SOR related to SN connectivity. Relative to females with ASD, males with ASD showed a stronger association between SOR and increased connectivity between the salience and primary sensory networks, suggesting increased allocation to sensory information. Conversely, for females with ASD, SOR was more strongly related to increased connectivity between the SN and prefrontal cortex. Results suggest that the underlying mechanisms of SOR in ASD are sex specific, providing insight into the differences seen in the diagnosis rate and symptom profiles of males and females with ASD. LAY SUMMARY: Sensory over-responsivity (SOR) is common in autism. Most research on the neural basis of SOR has focused on males, so little is known about SOR or its neurobiology in females with autism spectrum disorder. Here despite no sex differences in SOR symptoms, we found sex differences in how SOR related to intrinsic connectivity in a salience detection network. Results show sex differences in the neural mechanisms underlying SOR and inform sex differences seen in diagnosis rates and symptom profiles in autism. Autism Res 2020, 13: 1489-1500. © 2020 International Society for Autism Research, Wiley Periodicals, Inc.
Asunto(s)
Trastorno del Espectro Autista/patología , Trastorno del Espectro Autista/fisiopatología , Caracteres Sexuales , Adolescente , Trastorno del Espectro Autista/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Encéfalo/fisiopatología , Mapeo Encefálico , Niño , Femenino , Humanos , Imagen por Resonancia Magnética , MasculinoRESUMEN
Ward (this issue) proposes four (non-mutually-exclusive) theories for how sensory sensitivity, as commonly seen in autism and other neurodevelopmental disorders, may be linked to atypical neural responses to sensory stimuli. As presently laid out, these theories do not fully account for the complexity and heterogeneity of neural responses to sensory information seen in autism. We describe the important role of attention and regulation in atypical neural and behavioral responses to sensory stimuli, and how these higher-order functions might fit into some of the proposed theories.
Asunto(s)
Trastorno del Espectro Autista , Individualidad , Atención , Cognición , HumanosRESUMEN
Considerable indirect evidence suggests that the type 2 deiodinase (D2) generates T3 from T4 for local use in specific tissues such as pituitary, brown fat, and brain, and studies with a D2-deficent mouse, the D2 knockout (D2KO) mouse, have shown this to be the case in pituitary and brown fat. The present study employs the D2KO mouse to determine the role of D2 in the developing brain. As expected, the T3 content in the neonatal D2KO brain was markedly reduced to a level comparable with that seen in the hypothyroid neonatal wild-type mouse. However, the mRNA levels of several T3-responsive genes were either unaffected or much less affected in the brain of the D2KO mouse than in that of the hypothyroid mouse, and compared with the hypothyroid mouse, the D2KO mouse exhibited a very mild neurological phenotype. The current view of thyroid hormone homeostasis in the brain dictates that the T3 present in neurons is generated mostly, if not exclusively, from T4 by the D2 in glial cells. This view is inadequate to explain the findings presented herein, and it is suggested that important compensatory mechanisms must be in play in the brain to minimize functional abnormalities in the absence of the D2.
Asunto(s)
Encéfalo/metabolismo , Homeostasis/fisiología , Yoduro Peroxidasa/metabolismo , Hormonas Tiroideas/fisiología , Tejido Adiposo Pardo/metabolismo , Animales , Animales Recién Nacidos , Ansiedad/psicología , Encéfalo/crecimiento & desarrollo , Expresión Génica , Yoduro Peroxidasa/deficiencia , Yoduro Peroxidasa/genética , Aprendizaje por Laberinto , Glicoproteínas de Membrana/genética , Memoria/fisiología , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Neurogranina/genética , Pruebas Neuropsicológicas , Hipófisis/metabolismo , Proteínas Tirosina Quinasas/genética , ARN Mensajero/genética , ARN Mensajero/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Hormonas Tiroideas/sangre , Hormonas Tiroideas/metabolismo , Tiroxina/sangre , Tiroxina/metabolismo , Tiroxina/fisiología , Factores de Tiempo , Triyodotironina/sangre , Triyodotironina/metabolismo , Triyodotironina/fisiología , Yodotironina Deyodinasa Tipo IIRESUMEN
Diffusion-tensor imaging and single voxel diffusion-weighted magnetic resonance spectroscopy were used at 7T to explore in vivo age-related microstructural changes in the corpus callosum. Sixteen healthy elderly (age range 60-71 years) and 13 healthy younger controls (age range 23-32 years) were included in the study. In healthy elderly, we found lower water fractional anisotropy and higher water mean diffusivity and radial diffusivity in the corpus callosum, indicating the onset of demyelination processes with healthy aging. These changes were not associated with a concomitant significant difference in the cytosolic diffusivity of the intra-axonal metabolite N-acetylaspartate (p = 0.12), the latter representing a pure measure of intra-axonal integrity. It was concluded that the possible intra-axonal changes associated with normal aging processes are below the detection level of diffusion-weighted magnetic resonance spectroscopy in our experiment (e.g., smaller than 10%) in the age range investigated. Lower axial diffusivity of total creatine was observed in the elderly group (p = 0.058), possibly linked to a dysfunction in the energy metabolism associated with a deficit in myelin synthesis.
Asunto(s)
Envejecimiento/patología , Axones/patología , Cuerpo Calloso/diagnóstico por imagen , Cuerpo Calloso/patología , Enfermedades Desmielinizantes/diagnóstico por imagen , Enfermedades Desmielinizantes/patología , Imagen de Difusión por Resonancia Magnética , Imagen de Difusión Tensora , Espectroscopía de Resonancia Magnética , Adulto , Anciano , Anisotropía , Femenino , Humanos , Masculino , Persona de Mediana Edad , Adulto JovenRESUMEN
Severe hyperthyroidism is not included in the traditional differential diagnosis of ketoacidosis. However, thyroid hormone has well-documented lipolytic effects on adipocytes and may also promote hepatic beta-oxidation. We present a case in which a woman with severe hyperthyroidism developed otherwise unexplained ketoacidosis during the acute phase of her illness. We propose that thyrotoxicosis was a significant contributor to ketoacidosis in this patient and that severe hyperthyroidism should be added to the differential diagnosis of ketoacidosis.