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1.
Neuroimage ; 245: 118749, 2021 12 15.
Artículo en Inglés | MEDLINE | ID: mdl-34852276

RESUMEN

Neurite orientation dispersion and density imaging (NODDI) estimates microstructural properties of brain tissue relating to the organisation and processing capacity of neurites, which are essential elements for neuronal communication. Descriptive statistics of NODDI tissue metrics are commonly analyzed in regions-of-interest (ROI) to identify brain-phenotype associations. Here, the conventional method to calculate the ROI mean weights all voxels equally. However, this produces biased estimates in the presence of CSF partial volume. This study introduces the tissue-weighted mean, which calculates the mean NODDI metric across the tissue within an ROI, utilising the tissue fraction estimate from NODDI to reduce estimation bias. We demonstrate the proposed mean in a study of white matter abnormalities in young onset Alzheimer's disease (YOAD). Results show the conventional mean induces significant bias that correlates with CSF partial volume, primarily affecting periventricular regions and more so in YOAD subjects than in healthy controls. Due to the differential extent of bias between healthy controls and YOAD subjects, the conventional mean under- or over-estimated the effect size for group differences in many ROIs. This demonstrates the importance of using the correct estimation procedure when inferring group differences in studies where the extent of CSF partial volume differs between groups. These findings are robust across different acquisition and processing conditions. Bias persists in ROIs at higher image resolution, as demonstrated using data obtained from the third phase of the Alzheimer's disease neuroimaging initiative (ADNI); and when performing ROI analysis in template space. This suggests that conventional ROI means of NODDI metrics are biased estimates under most contemporary experimental conditions, the correction of which requires the proposed tissue-weighted mean. The tissue-weighted mean produces accurate estimates of ROI means and group differences when ROIs contain voxels with CSF partial volume. In addition to NODDI, the technique can be applied to other multi-compartment models that account for CSF partial volume, such as the free water elimination method. We expect the technique to help generate new insights into normal and abnormal variation in tissue microstructure of regions typically confounded by CSF partial volume, such as those in individuals with larger ventricles due to atrophy associated with neurodegenerative disease.


Asunto(s)
Enfermedad de Alzheimer/líquido cefalorraquídeo , Enfermedad de Alzheimer/diagnóstico por imagen , Imagen de Difusión Tensora/métodos , Neuritas/ultraestructura , Sustancia Blanca/diagnóstico por imagen , Adulto , Sesgo , Humanos , Procesamiento de Imagen Asistido por Computador , Modelos Neurológicos , Fenotipo
2.
Front Immunol ; 12: 748357, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34712236

RESUMEN

Motor skills are frequently impaired in multiple sclerosis (MS) patients following grey and white matter damage with cortical excitability abnormalities. We applied advanced diffusion imaging with 3T magnetic resonance tomography for neurite orientation dispersion and density imaging (NODDI), as well as diffusion tensor imaging (DTI) in 50 MS patients and 49 age-matched healthy controls to quantify microstructural integrity of the motor system. To assess excitability, we determined resting motor thresholds using non-invasive transcranial magnetic stimulation. As measures of cognitive-motor performance, we conducted neuropsychological assessments including the Nine-Hole Peg Test, Trail Making Test part A and B (TMT-A and TMT-B) and the Symbol Digit Modalities Test (SDMT). Patients were evaluated clinically including assessments with the Expanded Disability Status Scale. A hierarchical regression model revealed that lower neurite density index (NDI) in primary motor cortex, suggestive for axonal loss in the grey matter, predicted higher motor thresholds, i.e. reduced excitability in MS patients (p = .009, adjusted r² = 0.117). Furthermore, lower NDI was indicative of decreased cognitive-motor performance (p = .007, adjusted r² = .142 for TMT-A; p = .009, adjusted r² = .129 for TMT-B; p = .006, adjusted r² = .142 for SDMT). Motor WM tracts of patients were characterized by overlapping clusters of lowered NDI (p <.05, Cohen's d = 0.367) and DTI-based fractional anisotropy (FA) (p <.05, Cohen's d = 0.300), with NDI exclusively detecting a higher amount of abnormally appearing voxels. Further, orientation dispersion index of motor tracts was increased in patients compared to controls, suggesting a decreased fiber coherence (p <.05, Cohen's d = 0.232). This study establishes a link between microstructural characteristics and excitability of neural tissue, as well as cognitive-motor performance in multiple sclerosis. We further demonstrate that the NODDI parameters neurite density index and orientation dispersion index detect a larger amount of abnormally appearing voxels in patients compared to healthy controls, as opposed to the classical DTI parameter FA. Our work outlines the potential for microstructure imaging using advanced biophysical models to forecast excitability alterations in neuroinflammation.


Asunto(s)
Corteza Motora/fisiopatología , Esclerosis Múltiple Recurrente-Remitente/fisiopatología , Adulto , Imagen de Difusión Tensora , Evaluación de la Discapacidad , Electromiografía , Potenciales Evocados Motores , Femenino , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/ultraestructura , Humanos , Masculino , Persona de Mediana Edad , Modelos Neurológicos , Corteza Motora/diagnóstico por imagen , Esclerosis Múltiple Recurrente-Remitente/diagnóstico por imagen , Esclerosis Múltiple Recurrente-Remitente/patología , Neuritas/ultraestructura , Neuroimagen , Pruebas Neuropsicológicas , Desempeño Psicomotor , Estimulación Magnética Transcraneal , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/ultraestructura
3.
Neuroimage ; 238: 118234, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34091031

RESUMEN

Neurite Orientation Dispersion and Density Imaging (NODDI) and Bingham-NODDI diffusion MRI models are nowadays very well-known models in the field of diffusion MRI as they represent powerful tools for the estimation of brain microstructure. In order to efficiently translate NODDI imaging findings into the diagnostic clinical practice, a test-retest approach would be useful to assess reproducibility and reliability of NODDI biomarkers, thus providing validation on precision of different fitting toolboxes. In this context, we conducted a test-retest study with the aim to assess the effects of different factors (i.e. fitting algorithms, multiband acceleration, shell configuration, age of subject and hemispheric side) on diffusion models reliability, assessed in terms of Intra-class Correlation Coefficient (ICC) and Variation Factor (VF). To this purpose, data from pediatric and adult subjects were acquired with Simultaneous-MultiSlice (SMS) imaging method with two different acceleration factor (AF) and four b-values, subsequently combined in seven shell configurations. Data were then fitted with two different GPU-based algorithms to speed up the analysis. Results show that each factor investigated had a significant effect on reliability of several diffusion parameters. Particularly, both datasets reveal very good ICC values for higher AF, suggesting that faster acquisitions do not jeopardize the reliability and are useful to decrease motion artifacts. Although very small reliability differences appear when comparing shell configurations, more extensive diffusion parameters variability results when considering shell configuration with lower b-values, especially for simple model like NODDI. Also fitting tools have a significant effect on reliability, but their difference occurs in both datasets and AF, so it appears to be independent from either misalignment and motion artifacts, or noise and SNR. The main achievement of the present study is to show how 10 min multi-shell diffusion MRI acquisition for NODDI acquisition can have reliable results in WM. More complex models do not appear to be more prone to less data acquisition as well as noisier data thus stressing the idea of Bingham-NODDI having greater sensitivity to true subject variability.


Asunto(s)
Encéfalo/diagnóstico por imagen , Imagen de Difusión por Resonancia Magnética/métodos , Modelos Neurológicos , Neuroimagen/métodos , Adolescente , Adulto , Anisotropía , Agua Corporal , Encéfalo/anatomía & histología , Niño , Preescolar , Conjuntos de Datos como Asunto , Difusión , Dominancia Cerebral , Femenino , Humanos , Masculino , Análisis Multivariante , Neuritas/ultraestructura , Tamaño de los Órganos , Reproducibilidad de los Resultados , Sustancia Blanca/diagnóstico por imagen , Adulto Joven
4.
Sci Rep ; 11(1): 10969, 2021 05 26.
Artículo en Inglés | MEDLINE | ID: mdl-34040028

RESUMEN

Altered function of mitochondrial respiratory chain in brain cells is related to many neurodegenerative diseases. NADH Dehydrogenase (Ubiquinone) Fe-S protein 4 (Ndufs4) is one of the subunits of mitochondrial complex I and its mutation in human is associated with Leigh syndrome. However, the molecular biological role of Ndufs4 in neuronal function is poorly understood. In this study, upon Ndufs4 expression confirmation in NeuN-positive neurons, and GFAP-positive astrocytes in WT mouse hippocampus, we found significant decrease of mitochondrial respiration in Ndufs4-KO mouse hippocampus. Although there was no change in the number of NeuN positive neurons in Ndufs4-KO hippocampus, the expression of synaptophysin, a presynaptic protein, was significantly decreased. To investigate the detailed mechanism, we silenced Ndufs4 in Neuro-2a cells and we observed shorter neurite lengths with decreased expression of synaptophysin. Furthermore, western blot analysis for phosphorylated extracellular regulated kinase (pERK) revealed that Ndufs4 silencing decreases the activity of ERK signalling. These results suggest that Ndufs4-modulated mitochondrial activity may be involved in neuroplasticity via regulating synaptophysin expression.


Asunto(s)
Complejo I de Transporte de Electrón/metabolismo , Hipocampo/metabolismo , Proteínas del Tejido Nervioso/fisiología , Sinaptofisina/biosíntesis , Adenosina Trifosfato/biosíntesis , Animales , Astrocitos/metabolismo , Células Cultivadas , Corteza Cerebral/metabolismo , Complejo I de Transporte de Electrón/deficiencia , Complejo I de Transporte de Electrón/genética , Complejo I de Transporte de Electrón/fisiología , Masculino , Ratones , Ratones Noqueados , Mitocondrias/metabolismo , Proteínas del Tejido Nervioso/deficiencia , Proteínas del Tejido Nervioso/genética , Neuritas/ultraestructura , Neuronas/metabolismo , Neuronas/ultraestructura , Especificidad de Órganos , Sinaptofisina/genética
5.
Cell Rep ; 35(3): 109016, 2021 04 20.
Artículo en Inglés | MEDLINE | ID: mdl-33882317

RESUMEN

The mammalian cochlea cannot regenerate functional hair cells (HCs) spontaneously. Atoh1 overexpression as well as other strategies are unable to generate functional HCs. Here, we simultaneously upregulated the expression of Gfi1, Pou4f3, and Atoh1 in postnatal cochlear supporting cells (SCs) in vivo, which efficiently converted SCs into HCs. The newly regenerated HCs expressed HC markers Myo7a, Calbindin, Parvalbumin, and Ctbp2 and were innervated by neurites. Importantly, many new HCs expressed the mature and terminal marker Prestin or vesicular glutamate transporter 3 (vGlut3), depending on the subtypes of the source SCs. Finally, our patch-clamp analysis showed that the new HCs in the medial region acquired a large K+ current, fired spikes transiently, and exhibited signature refinement of ribbon synapse functions, in close resemblance to native wild-type inner HCs. We demonstrated that co-upregulating Gfi1, Pou4f3, and Atoh1 enhances the efficiency of HC generation and promotes the functional maturation of new HCs.


Asunto(s)
Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/genética , Proteínas de Unión al ADN/genética , Células Ciliadas Auditivas/metabolismo , Proteínas de Homeodominio/genética , Células Laberínticas de Soporte/metabolismo , Organogénesis/genética , Factor de Transcripción Brn-3C/genética , Factores de Transcripción/genética , Potenciales de Acción/fisiología , Oxidorreductasas de Alcohol/genética , Oxidorreductasas de Alcohol/metabolismo , Sistemas de Transporte de Aminoácidos Acídicos/genética , Sistemas de Transporte de Aminoácidos Acídicos/metabolismo , Animales , Animales Recién Nacidos , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Calbindinas/genética , Calbindinas/metabolismo , Proteínas Co-Represoras/genética , Proteínas Co-Represoras/metabolismo , Proteínas de Unión al ADN/metabolismo , Regulación del Desarrollo de la Expresión Génica , Células Ciliadas Auditivas/citología , Proteínas de Homeodominio/metabolismo , Transporte Iónico , Células Laberínticas de Soporte/citología , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Proteínas Motoras Moleculares/genética , Proteínas Motoras Moleculares/metabolismo , Miosina VIIa/genética , Miosina VIIa/metabolismo , Neuritas/metabolismo , Neuritas/ultraestructura , Parvalbúminas/genética , Parvalbúminas/metabolismo , Técnicas de Placa-Clamp , Potasio/metabolismo , Transducción de Señal , Factor de Transcripción Brn-3C/metabolismo , Factores de Transcripción/metabolismo
6.
J Neurosci ; 41(17): 3777-3798, 2021 04 28.
Artículo en Inglés | MEDLINE | ID: mdl-33737457

RESUMEN

The stromal interaction molecule 1 (STIM1) is an ER-Ca2+ sensor and an essential component of ER-Ca2+ store operated Ca2+ entry. Loss of STIM1 affects metabotropic glutamate receptor 1 (mGluR1)-mediated synaptic transmission, neuronal Ca2+ homeostasis, and intrinsic plasticity in Purkinje neurons (PNs). Long-term changes of intracellular Ca2+ signaling in PNs led to neurodegenerative conditions, as evident in individuals with mutations of the ER-Ca2+ channel, the inositol 1,4,5-triphosphate receptor. Here, we asked whether changes in such intrinsic neuronal properties, because of loss of STIM1, have an age-dependent impact on PNs. Consequently, we analyzed mRNA expression profiles and cerebellar morphology in PN-specific STIM1 KO mice (STIM1PKO ) of both sexes across ages. Our study identified a requirement for STIM1-mediated Ca2+ signaling in maintaining the expression of genes belonging to key biological networks of synaptic function and neurite development among others. Gene expression changes correlated with altered patterns of dendritic morphology and greater innervation of PN dendrites by climbing fibers, in aging STIM1PKO mice. Together, our data identify STIM1 as an important regulator of Ca2+ homeostasis and neuronal excitability in turn required for maintaining the optimal transcriptional profile of PNs with age. Our findings are significant in the context of understanding how dysregulated calcium signals impact cellular mechanisms in multiple neurodegenerative disorders.SIGNIFICANCE STATEMENT In Purkinje neurons (PNs), the stromal interaction molecule 1 (STIM1) is required for mGluR1-dependent synaptic transmission, refilling of ER Ca2+ stores, regulation of spike frequency, and cerebellar memory consolidation. Here, we provide evidence for a novel role of STIM1 in maintaining the gene expression profile and optimal synaptic connectivity of PNs. Expression of genes related to neurite development and synaptic organization networks is altered in PNs with persistent loss of STIM1. In agreement with these findings the dendritic morphology of PNs and climbing fiber innervations on PNs also undergo significant changes with age. These findings identify a new role for dysregulated intracellular calcium signaling in neurodegenerative disorders and provide novel therapeutic insights.


Asunto(s)
Envejecimiento/genética , Expresión Génica/fisiología , Células de Purkinje/fisiología , Molécula de Interacción Estromal 1/genética , Sinapsis/fisiología , Animales , Señalización del Calcio/genética , Cerebelo/crecimiento & desarrollo , Cerebelo/fisiología , Dendritas/ultraestructura , Femenino , Perfilación de la Expresión Génica , Inmunohistoquímica , Masculino , Ratones , Ratones Noqueados , Fibras Nerviosas/ultraestructura , Neuritas/ultraestructura
7.
Invest Ophthalmol Vis Sci ; 62(1): 31, 2021 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-33507230

RESUMEN

Purpose: The three-dimensional configurations of rod and cone bipolar cell (BC) dendrites and horizontal cell (HC) processes outside rod and cone synaptic terminals have not been fully elucidated. We reveal how these neurites are mutually arranged to coordinate formation and maintenance of the postsynaptic complex of ribbon synapses in mouse and monkey retinas. Methods: Serial section transmission electron microscopy was utilized to reconstruct BC and HC neurites in macaque monkey and mouse, including metabotropic glutamate receptor 6 (mGluR6)-knockout mice. Results: Starting from sporadically distributed branching points, rod BC and HC neurites (B and H, respectively) took specific paths to rod spherules by gradually adjusting their mutual positions, which resulted in a closed alternating pattern of H‒B‒H‒B neurites at the rod spherule aperture. This order corresponded to the array of elements constituting the postsynaptic complex of ribbon synapses. We identified novel helical coils of HC processes surrounding the rod BC dendrite in both mouse and macaque retinas, and these structures occurred more frequently in mGluR6-knockout than wild-type mouse retinas. Horizontal cell processes also formed hook-like protrusions that encircled cone BC and HC neurites below the cone pedicles in the macaque retina. Conclusions: Bipolar and horizontal cell neurites take specific paths to adjust their mutual positions at the rod spherule aperture. Some HC processes are helically coiled around rod BC dendrites or form hook-like protrusions around cone BC dendrites and HC processes. Loss of mGluR6 signaling may be one factor promoting unbalanced neurite growth and compensatory neurite coiling.


Asunto(s)
Fasciculación Axonal/fisiología , Neuritas/ultraestructura , Células Bipolares de la Retina/ultraestructura , Células Horizontales de la Retina/ultraestructura , Células Fotorreceptoras Retinianas Bastones/ultraestructura , Vías Visuales/ultraestructura , Animales , Femenino , Macaca fuscata , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Microscopía Electrónica de Transmisión , Terminales Presinápticos , Receptores de Glutamato Metabotrópico/fisiología , Sinapsis
8.
J Neurosci Res ; 99(2): 679-698, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33099767

RESUMEN

Spiral ganglion neurons (SGNs) are the primary afferent neurons of the auditory system, and together with their attendant glia, form the auditory nerve. Within the cochlea, satellite glial cells (SGCs) encapsulate the cell body of SGNs, whereas Schwann cells (SCs) wrap their peripherally- and centrally-directed neurites. Despite their likely importance in auditory nerve function and homeostasis, the physiological properties of auditory glial cells have evaded description. Here, we characterized the voltage-activated membrane currents of glial cells from the mouse cochlea. We identified a prominent weak inwardly rectifying current in SGCs within cochlear slice preparations (postnatal day P5-P6), which was also present in presumptive SGCs within dissociated cultures prepared from the cochleae of hearing mice (P14-P15). Pharmacological block by Ba2+ and desipramine suggested that channels belonging to the Kir4 family mediated the weak inwardly rectifying current, and post hoc immunofluorescence implicated the involvement of Kir4.1 subunits. Additional electrophysiological profiles were identified for glial cells within dissociated cultures, suggesting that glial subtypes may have specific membrane properties to support distinct physiological roles. Immunofluorescence using fixed cochlear sections revealed that although Kir4.1 is restricted to SGCs after the onset of hearing, these channels are more widely distributed within the glial population earlier in postnatal development (i.e., within both SGCs and SCs). The decrease in Kir4.1 immunofluorescence during SC maturation was coincident with a reduction of Sox2 expression and advancing neurite myelination. The data suggest a diversification of glial properties occurs in preparation for sound-driven activity in the auditory nerve.


Asunto(s)
Audición/fisiología , Neuroglía/fisiología , Ganglio Espiral de la Cóclea/citología , Potenciales de Acción , Animales , Bario/farmacología , Células Cultivadas , Nervio Coclear/fisiología , Desipramina/farmacología , Femenino , Transporte Iónico , Masculino , Potenciales de la Membrana , Ratones , Ratones Endogámicos C57BL , Vaina de Mielina/fisiología , Neuritas/ultraestructura , Neuronas Aferentes/fisiología , Técnicas de Placa-Clamp , Canales de Potasio de Rectificación Interna/fisiología , Factores de Transcripción SOXB1/fisiología
9.
Front Immunol ; 11: 2119, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33072073

RESUMEN

Neurotoxicity is a common side effect of chemotherapeutics that often leads to the development of chemotherapy-induced peripheral neuropathy (CIPN). The peptide Prokineticin 2 (PK2) has a key role in experimental models of CIPN and can be considered an insult-inducible endangering mediator. Since primary afferent sensory neurons are highly sensitive to anticancer drugs, giving rise to dysesthesias, the aim of our study was to evaluate the alterations induced by vincristine (VCR) and bortezomib (BTZ) exposure in sensory neuron cultures and the possible preventive effect of blocking PK2 signaling. Both VCR and BTZ induced a concentration-dependent reduction of total neurite length that was prevented by the PK receptor antagonist PC1. Antagonizing the PK system also reduced the upregulation of PK2, PK-R1, TLR4, IL-6, and IL-10 expression induced by chemotherapeutic drugs. In conclusion, inhibition of PK signaling with PC1 prevented the neurotoxic effects of chemotherapeutics, suggesting a promising strategy for neuroprotective therapies against the sensory neuron damage induced by exposure to these drugs.


Asunto(s)
Antineoplásicos/toxicidad , Bortezomib/toxicidad , Hormonas Gastrointestinales/antagonistas & inhibidores , Proteínas del Tejido Nervioso/antagonistas & inhibidores , Neuropéptidos/antagonistas & inhibidores , Fármacos Neuroprotectores/farmacología , Síndromes de Neurotoxicidad/prevención & control , Células Receptoras Sensoriales/efectos de los fármacos , Triazinas/farmacología , Vincristina/toxicidad , Animales , Células Cultivadas , Relación Dosis-Respuesta a Droga , Regulación hacia Abajo , Evaluación Preclínica de Medicamentos , Hormonas Gastrointestinales/fisiología , Regulación de la Expresión Génica/efectos de los fármacos , Masculino , Ratones , Ratones Endogámicos C57BL , Proteínas del Tejido Nervioso/fisiología , Neuritas/efectos de los fármacos , Neuritas/ultraestructura , Neuroinmunomodulación/efectos de los fármacos , Neuropéptidos/fisiología , Fármacos Neuroprotectores/uso terapéutico , ARN Mensajero/biosíntesis , Células Receptoras Sensoriales/fisiología , Células Receptoras Sensoriales/ultraestructura , Triazinas/uso terapéutico
10.
Mol Cell Neurosci ; 109: 103566, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33049367

RESUMEN

Human SH-SY5Y neuroblastoma cells stably expressing exogenous CB1 (CB1XS) or CB2 (CB2XS) receptors were developed to investigate endocannabinoid signaling in the extension of neuronal projections. Expression of cannabinoid receptors did not alter proliferation rate, viability, or apoptosis relative to parental SH-SY5Y. Transcripts for endogenous cannabinoid system enzymes (diacylglycerol lipase, monoacylglycerol lipase, α/ß-hydrolase domain containing proteins 6 and 12, N-acyl phosphatidylethanolamine-phospholipase D, and fatty acid amide hydrolase) were not altered by CB1 or CB2 expression. Endocannabinoid ligands 2-arachidonoylglycerol (2-AG) and anandamide were quantitated in SH-SY5Y cells, and diacylglycerol lipase inhibitor tetrahydrolipstatin decreased 2-AG abundance by 90% but did not alter anandamide abundance. M3 muscarinic agonist oxotremorine M, and inhibitors of monoacylglycerol lipase and α/ß hydrolase domain containing proteins 6 &12 increased 2-AG abundance. CB1 receptor expression increased lengths of short (<30 µm) and long (>30 µm) projections, and this effect was significantly reduced by tetrahydrolipstatin, indicative of stimulation by endogenously produced 2-AG. Pertussis toxin, Gßγ inhibitor gallein, and ß-arrestin inhibitor barbadin did not significantly alter long projection length in CB1XS, but significantly reduced short projections, with gallein having the greatest inhibition. The rho kinase inhibitor Y27632 increased CB1 receptor-mediated long projection extension, indicative of actin cytoskeleton involvement. CB1 receptor expression increased GAP43 and ST8SIA2 mRNA and decreased ITGA1 mRNA, whereas CB2 receptor expression increased NCAM and SYT mRNA. We propose that basal endogenous production of 2-AG provides autocrine stimulation of CB1 receptor signaling through Gi/o, Gßγ, and ß-arrestin mechanisms to promote neuritogenesis, and rho kinase influences process extension.


Asunto(s)
Endocannabinoides/fisiología , Neuritas/ultraestructura , Receptor Cannabinoide CB1/fisiología , Receptor Cannabinoide CB2/fisiología , Citoesqueleto de Actina/ultraestructura , Amidas/farmacología , Apoptosis/efectos de los fármacos , Ácidos Araquidónicos/biosíntesis , Línea Celular Tumoral , Endocannabinoides/biosíntesis , Regulación de la Expresión Génica/efectos de los fármacos , Glicéridos/biosíntesis , Humanos , Lipoproteína Lipasa/antagonistas & inhibidores , Lipoproteína Lipasa/metabolismo , Proteínas de Neoplasias/efectos de los fármacos , Proteínas de Neoplasias/fisiología , Proteínas del Tejido Nervioso/biosíntesis , Proteínas del Tejido Nervioso/genética , Neuroblastoma , Orlistat/farmacología , Oxotremorina/farmacología , Toxina del Pertussis/farmacología , Alcamidas Poliinsaturadas , Piridinas/farmacología , Pirimidinas/farmacología , ARN Mensajero/biosíntesis , ARN Mensajero/genética , Receptor Cannabinoide CB1/efectos de los fármacos , Receptor Cannabinoide CB2/efectos de los fármacos , Proteínas Recombinantes/biosíntesis , Transducción de Señal , Xantenos/farmacología
11.
Ann Clin Transl Neurol ; 7(10): 1973-1984, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32991786

RESUMEN

OBJECTIVE: To further evaluate the relationship between the clinical profiles and limbic and motor brain regions and their connecting pathways in psychogenic nonepileptic seizures (PNES). Neurite Orientation Dispersion and Density Indices (NODDI) multicompartment modeling was used to test the relationships between tissue alterations in patients with traumatic brain injury (TBI) and multiple psychiatric symptoms. METHODS: The sample included participants with prior TBI (TBI; N = 37) but no PNES, and with TBI and PNES (TBI + PNES; N = 34). Participants completed 3T Siemens Prisma MRI high angular resolution imaging diffusion protocol. Statistical maps, including fractional anisotropy (FA), mean diffusivity (MD), neurite dispersion [orientation dispersion index (ODI)] and density [intracellular volume fraction (ICVF), and free water (i.e., isotropic) volume fraction (V-ISO)] signal intensity, were generated for each participant. Linear mixed-effects models identified clusters of between-group differences in indices of white matter changes. Pearson's r correlation tests assessed any relationship between signal intensity and psychiatric symptoms. RESULTS: Compared to TBI, TBI + PNES revealed decreases in FA, ICVF, and V-ISO and increases in MD for clusters within cingulum bundle, uncinate fasciculus, fornix/stria terminalis, and corticospinal tract pathways (cluster threshold α = 0.05). Indices of white matter changes for these clusters correlated with depressive, anxiety, PTSD, psychoticism, and somatization symptom severity (FDR threshold α = 0.05). A follow-up within-group analysis revealed that these correlations failed to reach the criteria for significance in the TBI + PNES group alone. INTERPRETATION: The results expand support for the hypothesis that alterations in pathways comprising the specific PNES network correspond to patient profiles. These findings implicate myelin-specific changes as possible contributors to PNES, thus introducing novel potential treatment targets.


Asunto(s)
Anisotropía , Imagen por Resonancia Magnética , Red Nerviosa/anatomía & histología , Sustancia Blanca/patología , Adulto , Lesiones Traumáticas del Encéfalo/diagnóstico , Imagen de Difusión por Resonancia Magnética/métodos , Imagen de Difusión Tensora/métodos , Femenino , Humanos , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Vaina de Mielina/metabolismo , Neuritas/patología , Neuritas/ultraestructura , Convulsiones/psicología , Sustancia Blanca/fisiopatología
12.
J Virol ; 94(21)2020 10 14.
Artículo en Inglés | MEDLINE | ID: mdl-32796067

RESUMEN

Neurotropic Alphaherpesvirinae subfamily members such as bovine herpesvirus 1 (BoHV-1) and herpes simplex virus 1 (HSV-1) establish and maintain lifelong latent infections in neurons. Following infection of ocular, oral, or nasal cavities, sensory neurons within trigeminal ganglia (TG) are an important site for latency. Certain external stressors can trigger reactivation from latency, in part because activation of the glucocorticoid receptor (GR) stimulates productive infection and promoters that drive expression of key viral transcriptional regulators. The Akt serine/threonine protein kinase family is linked to maintaining latency. For example, Akt3 is detected in more TG neurons during BoHV-1 latency than in reactivation and uninfected calves. Furthermore, Akt signaling correlates with maintaining HSV-1 latency in certain neuronal models of latency. Finally, an active Akt protein kinase is crucial for the ability of the HSV-1 latency-associated transcript (LAT) to inhibit apoptosis in neuronal cell lines. Consequently, we hypothesized that viral and/or cellular factors impair stress-induced transcription and reduce the incidence of reactivation triggered by low levels of stress. New studies demonstrate that Akt1 and Akt2, but not Akt3, significantly reduced GR-mediated transactivation of the BoHV-1 immediate early transcription unit 1 (IEtu1) promoter, the HSV-1 infected cell protein 0 (ICP0) promoter, and the mouse mammary tumor virus long terminal repeat (MMTV-LTR). Akt3, but not Akt1 or Akt2, significantly enhanced neurite formation in mouse neuroblastoma cells, which correlates with repairing damaged neurons. These studies suggest that unique biological properties of the three Akt family members promote the maintenance of latency in differentiated neurons.IMPORTANCE External stressful stimuli are known to increase the incidence of reactivation of Alphaherpesvirinae subfamily members. Activation of the glucocorticoid receptor (GR) by the synthetic corticosteroid dexamethasone (DEX) stimulates bovine herpesvirus 1 (BoHV-1) and herpes simplex virus 1 (HSV-1) reactivation. Furthermore, GR and dexamethasone stimulate productive infection and promoters that drive expression of viral transcriptional regulators. These observations lead us to predict that stress-induced transcription is impaired by factors abundantly expressed during latency. Interestingly, activation of the Akt family of serine/threonine protein kinases is linked to maintenance of latency. New studies reveal that Akt1 and Ak2, but not Akt3, impaired GR- and dexamethasone-mediated transactivation of the BoHV-1 immediate early transcription unit 1 and HSV-1 ICP0 promoters. Strikingly, Akt3, but not Akt1 or Akt2, stimulated neurite formation in mouse neuroblastoma cells, a requirement for neurogenesis. These studies provide insight into how Akt family members may promote the maintenance of lifelong latency.


Asunto(s)
Herpes Simple/inmunología , Infecciones por Herpesviridae/inmunología , Interacciones Huésped-Patógeno/inmunología , Proteínas Proto-Oncogénicas c-akt/inmunología , Células Receptoras Sensoriales/virología , Animales , Bovinos , Diferenciación Celular , Línea Celular Tumoral , Herpes Simple/genética , Herpes Simple/patología , Herpes Simple/virología , Infecciones por Herpesviridae/genética , Infecciones por Herpesviridae/patología , Infecciones por Herpesviridae/virología , Herpesvirus Bovino 1/genética , Herpesvirus Bovino 1/inmunología , Herpesvirus Humano 1/genética , Herpesvirus Humano 1/inmunología , Interacciones Huésped-Patógeno/genética , Humanos , Proteínas Inmediatas-Precoces/genética , Proteínas Inmediatas-Precoces/inmunología , Ratones , Neuritas/inmunología , Neuritas/ultraestructura , Neuritas/virología , Regiones Promotoras Genéticas , Proteínas Proto-Oncogénicas c-akt/genética , Receptores de Glucocorticoides/genética , Receptores de Glucocorticoides/inmunología , Células Receptoras Sensoriales/inmunología , Células Receptoras Sensoriales/patología , Transducción de Señal , Activación Transcripcional/inmunología , Ganglio del Trigémino/inmunología , Ganglio del Trigémino/patología , Ganglio del Trigémino/virología , Ubiquitina-Proteína Ligasas/genética , Ubiquitina-Proteína Ligasas/inmunología
13.
J Neurosci Res ; 98(11): 2333-2348, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32754943

RESUMEN

Neuronal plasticity describes changes in structure, function, and connections of neurons. The hippocampus, in particular, has been shown to exhibit considerable plasticity regarding both physiological and morphological functions. Melatonin, a hormone released by the pineal gland, promotes cell survival and dendrite maturation of neurons in the newborn brain and protects against neurological disorders. In this study, we investigated the effect of exogenous melatonin on neuronal architecture and its possible mechanism in the hippocampus of adult male C57BL/6 mice. Melatonin treatment significantly increased the total length and complexity of dendrites in the apical and basal cornu ammonis (CA) 1 and in the dentate gyrus in mouse hippocampi. Spine density in CA1 apical dendrites was increased, but no significant differences in other subregions were observed. In primary cultured hippocampal neurons, the length and arborization of neurites were significantly augmented by melatonin treatment. Additionally, western blot and immunohistochemical analyses in both in vivo and in vitro systems revealed significant increases in the level of cysteine-rich protein 1 (crp-1) protein, which is known to be involved in dendritic branching in mouse hippocampal neurons after melatonin treatment. Our results suggest that exogenous melatonin leads to significant alterations of neuronal micromorphometry in the adult hippocampus, possibly via crp-1 signaling.


Asunto(s)
Hipocampo/efectos de los fármacos , Proteínas con Dominio LIM/fisiología , Melatonina/farmacología , Neuronas/efectos de los fármacos , Neuronas/ultraestructura , Proteínas Nucleares/fisiología , Transducción de Señal/efectos de los fármacos , Animales , Reacción de Prevención/efectos de los fármacos , Región CA1 Hipocampal/efectos de los fármacos , Dendritas/efectos de los fármacos , Dendritas/ultraestructura , Espinas Dendríticas/efectos de los fármacos , Espinas Dendríticas/ultraestructura , Giro Dentado/efectos de los fármacos , Giro Dentado/ultraestructura , Proteínas con Dominio LIM/efectos de los fármacos , Proteínas con Dominio LIM/genética , Masculino , Ratones , Ratones Endogámicos C57BL , Neuritas/efectos de los fármacos , Neuritas/ultraestructura , Plasticidad Neuronal/efectos de los fármacos , Proteínas Nucleares/efectos de los fármacos , Proteínas Nucleares/genética
14.
J Neurosci Res ; 98(11): 2148-2165, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32713041

RESUMEN

Excitatory synapse formation begins in mid-fetal gestation. However, due to our inability to image fetal synaptogenesis, the initial formation of synapses remains understudied. The recent development of human fetal brain spheroids provides access to this critical period of synapse formation. Using human neurons and brain spheroids, we address how altered actin regulation impacts the formation of excitatory synapses during fetal brain development. Prior to synapse formation, inhibition of RhoA kinase (ROCK) signaling promotes neurite elongation and branching. In addition to increasing neural complexity, ROCK inhibition increases the length of protrusions along the neurite, ultimately promoting excitatory synapse formation in human cortical brain spheroids. A corresponding increase in Rac1-driven actin polymerization drives this increase in excitatory synaptogenesis. Using STORM super-resolution microscopy, we demonstrate that actomyosin regulators, including the Rac1 regulator, α-PIX, and the RhoA regulator, p115-RhoGEF, localize to nascent excitatory synapses, where they preferentially localize to postsynaptic compartments. These results demonstrate that coordinated RhoGTPase activities underlie the initial formation of excitatory synapses and identify critical cytoskeletal regulators of early synaptogenic events.


Asunto(s)
Encéfalo/embriología , Proteínas del Citoesqueleto/genética , Proteínas del Citoesqueleto/fisiología , Citoesqueleto/fisiología , Sinapsis/genética , Sinapsis/fisiología , Adulto , Encéfalo/crecimiento & desarrollo , Línea Celular , Femenino , Regulación del Desarrollo de la Expresión Génica , Humanos , Células-Madre Neurales/metabolismo , Neuritas/ultraestructura , Embarazo , Factores de Intercambio de Guanina Nucleótido Rho/genética , Sinapsis/ultraestructura , Proteína de Unión al GTP rac1/metabolismo , Quinasas Asociadas a rho/genética , Proteína de Unión al GTP rhoA
15.
Neuroimage ; 221: 117168, 2020 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-32682093

RESUMEN

BACKGROUND: The brain's white matter undergoes profound changes during early childhood, which are believed to underlie the rapid development of cognitive and behavioral skills during this period. Neurite density, and complexity of axonal projections, have been shown to change across the life span, though changes during early childhood are poorly characterized. Here, we utilize neurite orientation dispersion and density imaging (NODDI) to investigate maturational changes in tract-wise neurite density index (NDI) and orientation dispersion index (ODI) during early childhood. Additionally, we assess hemispheric asymmetry of tract-wise NDI and ODI values, and longitudinal changes. METHODS: Two sets of diffusion weighted images with different diffusion-weighting were collected from 125 typically developing children scanned at baseline (N = 125; age range = 4.14-7.29; F/M = 73/52), 6-month (N = 8; F/M = 8/0), and 12-month (N = 52; F/M = 39/13) timepoints. NODDI and template-based tractography using constrained spherical deconvolution were utilized to calculate NDI and ODI values for major white matter tracts. Mixed-effects models controlling for sex, handedness, and in-scanner head motion were utilized to assess developmental changes in tract-wise NDI and ODI. Additional mixed-effects models were used to assess interhemispheric differences in tract-wise NDI and ODI values and hemispheric asymmetries in tract-wise development. RESULTS: Maturational increases in NDI were seen in all major white matter tracts, though we did not observe the expected tract-wise pattern of maturational rates (e.g. fast commissural/projection and slow frontal/temporal tract change). ODI did not change significantly with age in any tract. We observed greater NDI and ODI values in the right as compared to the left hemisphere for most tracts, but no hemispheric asymmetry for rate of change with age. CONCLUSIONS: These findings suggest that neurite density, but not orientation dispersion, increases with age during early childhood. In relation to NDI growth trends reported in infancy and late-childhood, our results suggest that early childhood may be a transitional period for neurite density maturation wherein commissural/projection fibers are approaching maturity, maturation in long range association fibers is increasing, and changes in limbic/frontal fibers remain modest. Rightward asymmetry in NDI and ODI values, but no asymmetry in developmental changes, suggests that rightward asymmetry of neurite density and orientation dispersion is established prior to age 4.


Asunto(s)
Imagen de Difusión Tensora/métodos , Neuritas/ultraestructura , Sustancia Blanca/anatomía & histología , Niño , Preescolar , Femenino , Estudios de Seguimiento , Humanos , Masculino , Vías Nerviosas/anatomía & histología , Vías Nerviosas/diagnóstico por imagen , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/ultraestructura
16.
Sci Rep ; 10(1): 5207, 2020 03 23.
Artículo en Inglés | MEDLINE | ID: mdl-32251310

RESUMEN

Abnormalities in actin cytoskeleton have been linked to Friedreich's ataxia (FRDA), an inherited peripheral neuropathy characterised by an early loss of neurons in dorsal root ganglia (DRG) among other clinical symptoms. Despite all efforts to date, we still do not fully understand the molecular events that contribute to the lack of sensory neurons in FRDA. We studied the adult neuronal growth cone (GC) at the cellular and molecular level to decipher the connection between frataxin and actin cytoskeleton in DRG neurons of the well-characterised YG8R Friedreich's ataxia mouse model. Immunofluorescence studies in primary cultures of DRG from YG8R mice showed neurons with fewer and smaller GCs than controls, associated with an inhibition of neurite growth. In frataxin-deficient neurons, we also observed an increase in the filamentous (F)-actin/monomeric (G)-actin ratio (F/G-actin ratio) in axons and GCs linked to dysregulation of two crucial modulators of filamentous actin turnover, cofilin-1 and the actin-related protein (ARP) 2/3 complex. We show how the activation of cofilin is due to the increase in chronophin (CIN), a cofilin-activating phosphatase. Thus cofilin emerges, for the first time, as a link between frataxin deficiency and actin cytoskeleton alterations.


Asunto(s)
Citoesqueleto de Actina/metabolismo , Actinas/metabolismo , Cofilina 1/fisiología , Ataxia de Friedreich/metabolismo , Conos de Crecimiento/ultraestructura , Proteínas de Unión a Hierro/genética , Citoesqueleto de Actina/patología , Complejo 2-3 Proteico Relacionado con la Actina/metabolismo , Animales , Axones/química , Células Cultivadas , Modelos Animales de Enfermedad , Ataxia de Friedreich/genética , Ganglios Espinales/patología , Ratones , Ratones Mutantes Neurológicos , Proteínas de Microfilamentos/metabolismo , Mutación Missense , Neuritas/ultraestructura , Neuronas/ultraestructura , Fosfoproteínas Fosfatasas/fisiología , Fosforilación , Fosfoserina/metabolismo , Procesamiento Proteico-Postraduccional , Frataxina
17.
J Microsc ; 278(1): 42-48, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-32133640

RESUMEN

Electron tomography methods using the conventional transmission electron microscope have been widely used to investigate the three-dimensional distribution patterns of various cellular structures including microtubules in neurites. Because the penetrating power of electrons depends on the section thickness and accelerating voltage, conventional TEM, having acceleration voltages up to 200 kV, is limited to sample thicknesses of 0.2 µm or less. In this paper, we show that the ultra-high voltage electron microscope (UHVEM), employing acceleration voltages of higher than 1000 kV (1 MV), allowed distinct reconstruction of the three-dimensional array of microtubules in a 0.7-µm-thick neurite section. The detailed structure of microtubules was more clearly reconstructed from a 0.7-µm-thick section at an accelerating voltage of 1 MV compared with a 1.0 µm section at 2 MV. Furthermore, the entire distribution of each microtubule in a neurite could be reconstructed from serial-section UHVEM tomography. Application of optimised UHVEM tomography will provide new insights, bridging the gap between the structure and function of widely-distributed cellular organelles such as microtubules for neurite outgrowth. LAY DESCRIPTION: An optimal 3D visualisation of microtubule cytoskeleton using ultra-high voltage electron microscopy tomography The ultra-high voltage electron microscope (UHVEM) is able to visualise a micrometre-thick specimen at nanoscale spatial resolution because of the high-energy electron beam penetrating such a specimen. In this study, we determined the optimal conditions necessary for microtubule cytoskeleton imaging within 0.7-µm-thick section using a combination with UHVEM and electron tomography method. Our approach provides excellent 3D information about the complex arrangement of the individual microtubule filaments that make up the microtubule network.


Asunto(s)
Tomografía con Microscopio Electrónico/métodos , Microtúbulos/ultraestructura , Neuritas/ultraestructura , Animales , Línea Celular Tumoral , Citoesqueleto/ultraestructura , Imagenología Tridimensional/métodos , Células PC12 , Ratas
18.
Int J Neurosci ; 130(11): 1101-1108, 2020 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-32031459

RESUMEN

Introduction: The transdifferentiation potential of mesenchymal stem cells (MSCs) is not limited to mesodermal derivatives but also to other cell types such as neuronal cells under appropriate cell culture conditions.Materials and methods: The present study characterizes the differentiation of Wharton's jelly (WJ) derived MSCs using neuronal conditioned medium (NCM) collected from cultured foetal brain cells.Results: After induction with NCM to neuronal stem cells (NSC), the WJ MSCs showed profound morphological changes showing multiple neurites extending from the cell body containing reminiscent of Nissl substance and single long axon-like processes. In RT PCR and immunocytochemistry, the induced neuronal cells showed a strong positive expression of neuronal markers Nestin, ß III tubulin and GFAP indicated that, the cells were reactive to NCM for differentiation. A significant (p < 0.01) increase in the level of secretome BDNF was observed in NCM suggests that the BDNF could play a key role in the transdifferentiation of WJMSCs to NSCs.Conclusion: These results support the potential of ovine MSCs isolated from umbilical cord WJ of abattoir derived foetuses to differentiate into neuronal stem cells and also provide a valuable experimental data for NSC transplant research in veterinary medicine.


Asunto(s)
Factor Neurotrófico Derivado del Encéfalo/metabolismo , Transdiferenciación Celular/fisiología , Células Madre Mesenquimatosas/fisiología , Células-Madre Neurales/fisiología , Gelatina de Wharton , Animales , Medios de Cultivo Condicionados , Embrión de Mamíferos , Proteína Ácida Fibrilar de la Glía/metabolismo , Nestina/metabolismo , Células-Madre Neurales/ultraestructura , Neuritas/ultraestructura , Ovinos , Tubulina (Proteína)/metabolismo , Cordón Umbilical , Gelatina de Wharton/citología
19.
ACS Appl Mater Interfaces ; 12(7): 7915-7930, 2020 Feb 19.
Artículo en Inglés | MEDLINE | ID: mdl-31935055

RESUMEN

Regeneration and functional recovery of peripheral nerves remain formidable due to the inefficient physical and chemical cues in the available nerve guidance conduits (NGCs). Introducing micropatterns and bioactive substances into the inner wall of NGCs can effectively regulate the behavior of Schwann cells, the elongation of axons, and the phenotype of macrophages, thereby aiding the regeneration of injured nerve. In this study, linear micropatterns with ridges and grooves of 3/3, 5/5, 10/10, and 30/30 µm were created on poly(d,l-lactide-co-caprolactone) (PLCL) films following with surface aminolysis and electrostatic adsorption of graphene oxide (GO) nanosheets. The GO-modified micropatterns could significantly accelerate the collective migration of Schwann cells (SCs) and migration of SCs from their spheroids in vitro. Moreover, the SCs migrated directionally along the stripes with a fastest rate on the 3/3-GO film that had the largest cell adhesion force. The neurites of N2a cells were oriented along the micropatterns, and the macrophages tended to differentiate into the M2 type on the 3/3-GO film judged by the higher expression of Arg 1 and IL-10. The systematic histological and functional assessments of the regenerated nerves at 4 and 8 weeks post-surgery in vivo confirmed that the 3/3-GO NGCs had better performance to promote the nerve regeneration, and the CMAP, NCV, wet weight of gastrocnemius muscle, positive S100ß and NF200 area percentages, and average myelinated axon diameter were more close to those of the autograft group at 8 weeks. This type of NGCs thus has a great potential for nerve regeneration.


Asunto(s)
Caproatos/química , Grafito/química , Regeneración Tisular Dirigida/métodos , Lactonas/química , Nanoestructuras/química , Regeneración Nerviosa/fisiología , Nervio Ciático/fisiología , Ingeniería de Tejidos/métodos , Andamios del Tejido/química , Animales , Arginasa/metabolismo , Axones/efectos de los fármacos , Axones/fisiología , Movimiento Celular/fisiología , Dioxanos/química , Regeneración Tisular Dirigida/instrumentación , Interleucina-10/metabolismo , Macrófagos/citología , Macrófagos/metabolismo , Macrófagos/fisiología , Masculino , Microscopía Electrónica de Rastreo , Músculo Esquelético/fisiología , Nanoestructuras/uso terapéutico , Nanoestructuras/ultraestructura , Neovascularización Fisiológica/fisiología , Neuritas/efectos de los fármacos , Neuritas/metabolismo , Neuritas/fisiología , Neuritas/ultraestructura , Polímeros/química , Prótesis e Implantes , Ratas , Ratas Sprague-Dawley , Células de Schwann/citología , Células de Schwann/metabolismo , Células de Schwann/fisiología , Nervio Ciático/lesiones , Nervio Ciático/metabolismo , Esferoides Celulares/efectos de los fármacos , Esferoides Celulares/metabolismo , Esferoides Celulares/fisiología , Ingeniería de Tejidos/instrumentación , Cicatrización de Heridas/fisiología
20.
IEEE Trans Med Imaging ; 39(3): 668-677, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31398113

RESUMEN

Joint relaxation-diffusion measurements can provide new insight about the tissue microstructural properties. Most recent methods have focused on inverting the Laplace transform to recover the joint distribution of relaxation-diffusion. However, as is well-known, this problem is notoriously ill-posed and numerically unstable. In this work, we address this issue by directly computing the joint moments of transverse relaxation rate and diffusivity, which can be robustly estimated. To zoom into different parts of the joint distribution, we further enhance our method by applying multiplicative filters to the joint probability density function of relaxation and diffusion and compute the corresponding moments. We propose an approach to use these moments to compute several novel scalar indices to characterize specific properties of the underlying tissue microstructure. Furthermore, for the first time, we propose an algorithm to estimate diffusion signals that are independent of echo time based on the moments of the marginal probability density function of diffusion. We demonstrate its utility in extracting tissue information not contaminated with multiple intra-voxel relaxation rates. We compare the performance of four types of filters that zoom into tissue components with different relaxation and diffusion properties and demonstrate it on an in-vivo human dataset. Experimental results show that these filters are able to characterize heterogeneous tissue microstructure. Moreover, the filtered diffusion signals are also able to distinguish fiber bundles with similar orientations but different relaxation rates. The proposed method thus allows to characterize the neural microstructure information in a robust and unique manner not possible using existing techniques.


Asunto(s)
Encéfalo/diagnóstico por imagen , Imagen de Difusión por Resonancia Magnética/métodos , Procesamiento de Imagen Asistido por Computador/métodos , Neuritas/ultraestructura , Algoritmos , Humanos , Interpretación de Imagen Asistida por Computador
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