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1.
Cereb Cortex ; 34(7)2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38960704

ABSTRACT

The Polycomb Repressive Complex 2 (PRC2) regulates corticogenesis, yet the consequences of mutations to this epigenetic modifier in the mature brain are poorly defined. Importantly, PRC2 core genes are haploinsufficient and causative of several human neurodevelopmental disorders. To address the role of PRC2 in mature cortical structure and function, we conditionally deleted the PRC2 gene Eed from the developing mouse dorsal telencephalon. Adult homozygotes displayed smaller forebrain structures. Single-nucleus transcriptomics revealed that glutamatergic neurons were particularly affected, exhibiting dysregulated gene expression profiles, accompanied by aberrations in neuronal morphology and connectivity. Remarkably, homozygous mice performed well on challenging cognitive tasks. In contrast, while heterozygous mice did not exhibit clear anatomical or behavioral differences, they displayed dysregulation of neuronal genes and altered neuronal morphology that was strikingly different from homozygous phenotypes. Collectively, these data reveal how alterations to PRC2 function shape the mature brain and reveal a dose-specific role for PRC2 in determining glutamatergic neuron identity.


Subject(s)
Glutamic Acid , Neurogenesis , Neurons , Polycomb Repressive Complex 2 , Animals , Polycomb Repressive Complex 2/genetics , Polycomb Repressive Complex 2/metabolism , Neurons/metabolism , Neurons/physiology , Mice , Neurogenesis/physiology , Glutamic Acid/metabolism , Cerebral Cortex/growth & development , Cerebral Cortex/metabolism , Cerebral Cortex/cytology , Male , Mice, Inbred C57BL , Female , Mice, Transgenic
2.
NMR Biomed ; 36(10): e4964, 2023 10.
Article in English | MEDLINE | ID: mdl-37122101

ABSTRACT

Multiple sclerosis (MS) is an autoimmune disease involving demyelination and axonal damage in the central nervous system (CNS). In this study, we investigated pathological changes in the lumbar spinal cord of C57BL/6 mice induced with progressive experimental autoimmune encephalomyelitis (EAE) disease using 9.4-T magnetic resonance imaging (MRI). Multiparametric MRI measurements including MR spectroscopy, diffusion tensor imaging (DTI) and volumetric analyses were applied to detect metabolic changes in the CNS of EAE mice. Compared with healthy mice, EAE mice showed a significant reduction in N-acetyl aspartate and increases in choline, glycine, taurine and lactate. DTI revealed a significant reduction in fractional anisotropy and axial diffusivity and an increase in radial diffusivity in the lumbar spinal cord white matter (WM), while in the grey matter (GM), fractional anisotropy increased. High-resolution structural imaging also revealed lumbar spinal cord WM hypertrophy and GM atrophy. Importantly, these MRI changes were strongly correlated with EAE disease scoring and pathological changes in the lumbar (L2-L6), particularly WM demyelination lesions and aggregation of immune cells (microglia/macrophages and astrocytes) in this region. This study identified changes in MRI biomarker signatures that can be useful for evaluating the efficacy of novel drugs using EAE models in vivo.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental , Multiparametric Magnetic Resonance Imaging , Multiple Sclerosis , Mice , Animals , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/pathology , Diffusion Tensor Imaging/methods , Mice, Inbred C57BL , Spinal Cord/pathology , Encephalomyelitis, Autoimmune, Experimental/diagnostic imaging , Encephalomyelitis, Autoimmune, Experimental/pathology , Disease Models, Animal , Magnetic Resonance Imaging
3.
Development ; 146(18)2019 09 18.
Article in English | MEDLINE | ID: mdl-31488566

ABSTRACT

During development, the p75 neurotrophin receptor (p75NTR) is widely expressed in the nervous system where it regulates neuronal differentiation, migration and axonal outgrowth. p75NTR also mediates the survival and death of newly born neurons, with functional outcomes being dependent on both timing and cellular context. Here, we show that knockout of p75NTR from embryonic day 10 (E10) in neural progenitors using a conditional Nestin-Cre p75NTR floxed mouse causes increased apoptosis of progenitor cells. By E14.5, the number of Tbr2-positive progenitor cells was significantly reduced and the rate of neurogenesis was halved. Furthermore, in adult knockout mice, there were fewer cortical pyramidal neurons, interneurons, cholinergic basal forebrain neurons and striatal neurons, corresponding to a relative reduction in volume of these structures. Thalamic midline fusion during early postnatal development was also impaired in Nestin-Cre p75NTR floxed mice, indicating a novel role for p75NTR in the formation of this structure. The phenotype of this strain demonstrates that p75NTR regulates multiple aspects of brain development, including cortical progenitor cell survival, and that expression during early neurogenesis is required for appropriate formation of telencephalic structures.


Subject(s)
Basal Forebrain/embryology , Neocortex/embryology , Neostriatum/embryology , Neural Stem Cells/cytology , Neural Stem Cells/metabolism , Receptor, Nerve Growth Factor/metabolism , Thalamus/embryology , Animals , Animals, Newborn , Caspase 3/metabolism , Cell Proliferation , Cell Survival , Golgi Apparatus/metabolism , Interneurons/metabolism , Mice , Nestin/metabolism , Neurogenesis , Neurons/cytology , Neurons/metabolism , Organ Size , Pyramidal Cells/metabolism
4.
Cereb Cortex ; 31(3): 1763-1775, 2021 02 05.
Article in English | MEDLINE | ID: mdl-33188399

ABSTRACT

Genetic association studies have identified many factors associated with neurodevelopmental disorders such as autism spectrum disorder (ASD). However, the way these genes shape neuroanatomical structure and connectivity is poorly understood. Recent research has focused on proteins that act as points of convergence for multiple factors, as these may provide greater insight into understanding the biology of neurodevelopmental disorders. USP9X, a deubiquitylating enzyme that regulates the stability of many ASD-related proteins, is one such point of convergence. Loss of function variants in human USP9X lead to brain malformations, which manifest as a neurodevelopmental syndrome that frequently includes ASD, but the underlying structural and connectomic abnormalities giving rise to patient symptoms is unknown. Here, we analyzed forebrain-specific Usp9x knockout mice (Usp9x-/y) to address this knowledge gap. Usp9x-/y mice displayed abnormal communication and social interaction behaviors. Moreover, the absence of Usp9x culminated in reductions to the size of multiple brain regions. Diffusion tensor magnetic resonance imaging revealed deficits in all three major forebrain commissures, as well as long-range hypoconnectivity between cortical and subcortical regions. These data identify USP9X as a key regulator of brain formation and function, and provide insights into the neurodevelopmental syndrome arising as a consequence of USP9X mutations in patients.


Subject(s)
Cerebral Cortex/physiopathology , Neural Pathways/physiopathology , Neurogenesis/physiology , Ubiquitin Thiolesterase/metabolism , Animals , Behavior, Animal , Male , Mice , Mice, Knockout
5.
Proc Natl Acad Sci U S A ; 115(38): 9622-9627, 2018 09 18.
Article in English | MEDLINE | ID: mdl-30181276

ABSTRACT

The brain of mammals differs from that of all other vertebrates, in having a six-layered neocortex that is extensively interconnected within and between hemispheres. Interhemispheric connections are conveyed through the anterior commissure in egg-laying monotremes and marsupials, whereas eutherians evolved a separate commissural tract, the corpus callosum. Although the pattern of interhemispheric connectivity via the corpus callosum is broadly shared across eutherian species, it is not known whether this pattern arose as a consequence of callosal evolution or instead corresponds to a more ancient feature of mammalian brain organization. Here we show that, despite cortical axons using an ancestral commissural route, monotremes and marsupials share features of interhemispheric connectivity with eutherians that likely predate the origin of the corpus callosum. Based on ex vivo magnetic resonance imaging and tractography, we found that connections through the anterior commissure in both fat-tailed dunnarts (Marsupialia) and duck-billed platypus (Monotremata) are spatially segregated according to cortical area topography. Moreover, cell-resolution retrograde and anterograde interhemispheric circuit mapping in dunnarts revealed several features shared with callosal circuits of eutherians. These include the layered organization of commissural neurons and terminals, a broad map of connections between similar (homotopic) regions of each hemisphere, and regions connected to different areas (heterotopic), including hyperconnected hubs along the medial and lateral borders of the cortex, such as the cingulate/motor cortex and claustrum/insula. We therefore propose that an interhemispheric connectome originated in early mammalian ancestors, predating the evolution of the corpus callosum. Because these features have been conserved throughout mammalian evolution, they likely represent key aspects of neocortical organization.


Subject(s)
Biological Evolution , Connectome , Corpus Callosum/physiology , Mammals/physiology , Neocortex/physiology , Animals , Corpus Callosum/cytology , Corpus Callosum/diagnostic imaging , Datasets as Topic , Diffusion Tensor Imaging , Female , Magnetic Resonance Imaging , Neocortex/cytology , Neocortex/diagnostic imaging , Neural Pathways/physiology
6.
BMC Med Imaging ; 20(1): 90, 2020 08 03.
Article in English | MEDLINE | ID: mdl-32746800

ABSTRACT

BACKGROUND: Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease characterized by loss of upper and lower motor neurons. There is a need for an imaging biomarker to track disease progression. Previously, magnetic resonance imaging (MRI) has shown loss of grey and white matter in the brain of patients with ALS compared to controls. We performed serial diffusion tractography imaging (DTI) study of patients with ALS looking for changes over time. METHODS: On all subjects (n = 15), we performed three MRI studies at 6 month intervals. DTI changes were assessed with tract-based spatial statistics (TBSS) and region of interest (ROI) studies. Cortic-spinal tract (CST) was selected for our ROI at the upper level; the posterior limb of internal capsule (PLIC), and a lower level in the pons. RESULTS: There was no significant change in DTI measures over 12 months of observation. Better correlation of manual and atlas-based ROI methods was found in the posterior limb of the internal capsule than the pons. CONCLUSION: While previous DTI studies showed significant differences between ALS subjects and controls, within individual subjects there is little evidence of progression over 12 months. This suggests that DTI is not a suitable biomarker to assess disease progression in ALS.


Subject(s)
Amyotrophic Lateral Sclerosis/diagnostic imaging , Diffusion Tensor Imaging/methods , Internal Capsule/diagnostic imaging , Pons/diagnostic imaging , Aged , Databases, Factual , Disease Progression , Female , Humans , Male , Middle Aged , Neuroimaging , Radiographic Image Interpretation, Computer-Assisted , Sensitivity and Specificity
7.
Hum Brain Mapp ; 40(2): 394-406, 2019 02 01.
Article in English | MEDLINE | ID: mdl-30251770

ABSTRACT

Vitamin D deficiency may exacerbate adverse neurocognitive outcomes in the progression of diseases such as Parkinson's, Alzheimer's, and other dementias. Mild cognitive impairment (MCI) is prodromal for these neurocognitive disorders and neuroimaging studies suggest that, in the elderly, this cognitive impairment is associated with a reduction in hippocampal volume and white matter structural integrity. To test whether vitamin D is associated with neuroanatomical correlates of MCI, we analyzed an existing structural and diffusion MRI dataset of elderly patients with MCI. Based on serum 25-OHD levels, patients were categorized into serum 25-OHD deficient (<12 ng/mL, n = 27) or not-deficient (>12 ng/mL, n = 29). Freesurfer 6.0 was used to parcellate the whole brain into 164 structures and segment the hippocampal subfields. Whole-brain structural connectomes were generated using probabilistic tractography with MRtrix. The network-based statistic (NBS) was used to identify subnetworks of connections that significantly differed between the groups. We found a significant reduction in total hippocampal volume in the serum 25-OHD deficient group especially in the CA1, molecular layer, dentate gyrus, and fimbria. We observed a connection deficit in 13 regions with the right hippocampus at the center of the disrupted network. Our results demonstrate that low vitamin D is associated with reduced volumes of hippocampal subfields and connection deficits in elderly people with MCI, which may exacerbate neurocognitive outcomes. Longitudinal studies are now required to determine if vitamin D can serve as a biomarker for Alzheimer's disease and if intervention can prevent the progression from MCI to major cognitive disorders.


Subject(s)
Aging , Cognitive Dysfunction , Hippocampus , Nerve Net , Vitamin D Deficiency , Aged , Aging/blood , Aging/pathology , Aging/physiology , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/pathology , Cognitive Dysfunction/physiopathology , Female , Hippocampus/diagnostic imaging , Hippocampus/pathology , Hippocampus/physiopathology , Humans , Magnetic Resonance Imaging , Male , Nerve Net/diagnostic imaging , Nerve Net/pathology , Nerve Net/physiopathology , Vitamin D Deficiency/blood , Vitamin D Deficiency/diagnostic imaging , Vitamin D Deficiency/pathology , Vitamin D Deficiency/physiopathology
8.
BMC Med Imaging ; 19(1): 19, 2019 02 22.
Article in English | MEDLINE | ID: mdl-30795741

ABSTRACT

BACKGROUND: This study was performed to assess changes in diffusion tensor imaging (DTI) over time in patients with amyotrophic lateral sclerosis (ALS). METHODS: We performed DTI in 23 ALS patients who had two magnetic resonance imaging (MRI) scans at 6 month intervals and to correlate results with clinical features. The revised ALS functional rating scale (ALSFRS-R) was administered at each clinical visit. Data analysis included voxel-based white matter tract-based spatial statistics (TBSS) and atlas-based region-of-interest (ROI) analysis of fractional anisotropy (FA) and mean diffusivity (MD). RESULTS: With TBSS, there were no significant changes between the two scans. The average change in FA and MD in the ROIs over 6 months was small and not significant after allowing for multiple comparisons. After allowing for multiple comparisons, there was no significant correlation of FA or MD with ALSFRS-R. CONCLUSION: This study shows that there is little evidence of progressive changes in DTI over time in ALS. This could be because white matter is already substantially damaged by the time of onset of symptoms of ALS.


Subject(s)
Amyotrophic Lateral Sclerosis/diagnostic imaging , Diffusion Tensor Imaging/methods , Magnetic Resonance Imaging/methods , Adult , Aged , Anisotropy , Brain/diagnostic imaging , Female , Humans , Male , Middle Aged
9.
NMR Biomed ; 31(3)2018 03.
Article in English | MEDLINE | ID: mdl-29266540

ABSTRACT

The availability of high-field-strength magnetic resonance imaging (MRI) systems has brought about the development of techniques that aim to map myelination via the exploitation of various contrast mechanisms. Myelin mapping techniques have the potential to provide tools for the diagnosis and treatment of diseases, such as multiple sclerosis. In this study, we evaluated the sensitivity of T2 *, frequency shift and susceptibility measures to myelin levels in a cuprizone mouse model of demyelination. The model was supplemented with two different dosages of fingolimod, a drug known to positively affect demyelination. A decrease in grey-white matter contrast with the cuprizone diet was observed for T2 *, frequency shift and susceptibility measures, together with myelin basic protein antibody findings. These results indicate that T2 *, frequency shift and susceptibility measures have the potential to act as biomarkers for myelination. Susceptibility was found to be the most sensitive measure to changes in grey-white matter contrast. In addition, fingolimod treatment was found to reduce the level of demyelination, with a larger dosage exhibiting a greater reduction in demyelination for the in vivo MRI results. Overall, susceptibility mapping appears to be a more promising tool than T2 * or frequency shift mapping for the early diagnosis and treatment of diseases in which myelination is implicated.


Subject(s)
Fingolimod Hydrochloride/pharmacology , Magnetic Resonance Imaging , Myelin Sheath/metabolism , Animals , Cuprizone , Gray Matter/pathology , Mice , Microglia/drug effects , Microglia/metabolism , Myelin Basic Protein/metabolism , Parvalbumins/metabolism
10.
Proc Natl Acad Sci U S A ; 112(13): 4026-31, 2015 Mar 31.
Article in English | MEDLINE | ID: mdl-25775536

ABSTRACT

Venom represents one of the most extreme manifestations of a chemical arms race. Venoms are complex biochemical arsenals, often containing hundreds to thousands of unique protein toxins. Despite their utility for prey capture, venoms are energetically expensive commodities, and consequently it is hypothesized that venom complexity is inversely related to the capacity of a venomous animal to physically subdue prey. Centipedes, one of the oldest yet least-studied venomous lineages, appear to defy this rule. Although scutigeromorph centipedes produce less complex venom than those secreted by scolopendrid centipedes, they appear to rely heavily on venom for prey capture. We show that the venom glands are large and well developed in both scutigerid and scolopendrid species, but that scutigerid forcipules lack the adaptations that allow scolopendrids to inflict physical damage on prey and predators. Moreover, we reveal that scolopendrid venom glands have evolved to accommodate a much larger number of secretory cells and, by using imaging mass spectrometry, we demonstrate that toxin production is heterogeneous across these secretory units. We propose that the differences in venom complexity between centipede orders are largely a result of morphological restrictions of the venom gland, and consequently there is a strong correlation between the morphological and biochemical complexity of this unique venom system. The current data add to the growing body of evidence that toxins are not expressed in a spatially homogenous manner within venom glands, and they suggest that the link between ecology and toxin evolution is more complex than previously thought.


Subject(s)
Arthropod Venoms/chemistry , Arthropods/genetics , Exocrine Glands/physiology , Animals , Arthropod Venoms/analysis , Arthropods/chemistry , Biological Evolution , Exocrine Glands/ultrastructure , Magnetic Resonance Imaging , Mass Spectrometry , Microscopy, Electron, Scanning , Peptides/chemistry , Proteins/chemistry , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Stress, Mechanical
11.
Molecules ; 23(10)2018 Oct 22.
Article in English | MEDLINE | ID: mdl-30360356

ABSTRACT

µ-Conotoxins are potent and highly specific peptide blockers of voltage-gated sodium channels. In this study, the solution structure of µ-conotoxin GIIIC was determined using 2D NMR spectroscopy and simulated annealing calculations. Despite high sequence similarity, GIIIC adopts a three-dimensional structure that differs from the previously observed conformation of µ-conotoxins GIIIA and GIIIB due to the presence of a bulky, non-polar leucine residue at position 18. The side chain of L18 is oriented towards the core of the molecule and consequently the N-terminus is re-modeled and located closer to L18. The functional characterization of GIIIC defines it as a canonical µ-conotoxin that displays substantial selectivity towards skeletal muscle sodium channels (NaV), albeit with ~2.5-fold lower potency than GIIIA. GIIIC exhibited a lower potency of inhibition of NaV1.4 channels, but the same NaV selectivity profile when compared to GIIIA. These observations suggest that single amino acid differences that significantly affect the structure of the peptide do in fact alter its functional properties. Our work highlights the importance of structural factors, beyond the disulfide pattern and electrostatic interactions, in the understanding of the functional properties of bioactive peptides. The latter thus needs to be considered when designing analogues for further applications.


Subject(s)
Conotoxins/chemistry , Magnetic Resonance Spectroscopy , Amino Acid Sequence , Conotoxins/chemical synthesis , Conotoxins/pharmacology , Disulfides/chemistry , Leucine/chemistry , Models, Molecular , Peptides/chemical synthesis , Peptides/chemistry , Protein Conformation , Protein Interaction Domains and Motifs , Sodium Channel Blockers/chemical synthesis , Sodium Channel Blockers/chemistry , Sodium Channel Blockers/pharmacology , Sodium Channels/chemistry , Sodium Channels/metabolism , Structure-Activity Relationship
12.
Neuroimage ; 139: 259-270, 2016 Oct 01.
Article in English | MEDLINE | ID: mdl-27338515

ABSTRACT

Social experience is essential for adolescent development and plasticity of social animals. Deprivation of the experience by social isolation impairs white matter microstructures in the prefrontal cortex. However, the effect of social isolation may involve highly distributed brain networks, and therefore cannot be fully explained by a change of a single region. Here, we compared the connectomes of adolescent socially-isolated mice and normal-housed controls via diffusion magnetic resonance imaging. The isolated mice displayed an abnormal connectome, characterized by an increase in degree and reductions in measures such as modularity, small-worldness, and betweenness. The increase in degree was most evident in the dorsolateral orbitofrontal cortex, entorhinal cortex, and perirhinal cortex. In a connection-wise comparison, we revealed that most of the abnormal edges were inter-modular and inter-hemispheric connections of the dorsolateral orbitofrontal cortex. Further tractography-based analyses and histological examinations revealed microstructural changes in the forceps minor and lateral-cortical tracts that were associated with the dorsolateral orbitofrontal cortex. These changes of connectomes were correlated with fear memory deficits and hyper-locomotion activities induced by social isolation. Considering the key role of the orbitofrontal cortex in social behaviors, adolescent social isolation may primarily disrupt the orbitofrontal cortex and its neural pathways thereby contributing to an abnormal structural connectome.


Subject(s)
Brain/pathology , Connectome , Social Isolation , Animals , Conditioning, Classical , Diffusion Magnetic Resonance Imaging , Fear , Female , Male , Memory, Short-Term , Mice, Inbred C57BL , Motor Activity , Neural Pathways/pathology
13.
NMR Biomed ; 29(3): 293-308, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26748471

ABSTRACT

Diffusion-weighted MRI is an important tool for in vivo and non-invasive axon morphometry. The ActiveAx technique utilises an optimised acquisition protocol to infer orientationally invariant indices of axon diameter and density by fitting a model of white matter to the acquired data. In this study, we investigated the factors that influence the sensitivity to small-diameter axons, namely the gradient strength of the acquisition protocol and the model fitting routine. Diffusion-weighted ex. vivo images of the mouse brain were acquired using 16.4-T MRI with high (Gmax of 300 mT/m) and ultra-high (Gmax of 1350 mT/m) gradient strength acquisitions. The estimated axon diameter indices of the mid-sagittal corpus callosum were validated using electron microscopy. In addition, a dictionary-based fitting routine was employed and evaluated. Axon diameter indices were closer to electron microscopy measures when higher gradient strengths were employed. Despite the improvement, estimated axon diameter indices (a lower bound of ~ 1.8 µm) remained higher than the measurements obtained using electron microscopy (~1.2 µm). We further observed that limitations of pulsed gradient spin echo (PGSE) acquisition sequences and axonal dispersion could also influence the sensitivity with which axon diameter indices could be estimated. Our results highlight the influence of acquisition protocol, tissue model and model fitting, in addition to gradient strength, on advanced microstructural diffusion-weighted imaging techniques. © 2016 The Authors. NMR in Biomedicine published by John Wiley & Sons Ltd.


Subject(s)
Axons/metabolism , Diffusion Magnetic Resonance Imaging/methods , Animals , Axons/ultrastructure , Computer Simulation , Corpus Callosum/ultrastructure , Male , Mice, Inbred C57BL , Models, Theoretical , Neuroglia/metabolism , Neuroglia/ultrastructure , Spin Labels
14.
Kidney Int ; 87(5): 975-83, 2015 May.
Article in English | MEDLINE | ID: mdl-25587709

ABSTRACT

Gestational stressors, including glucocorticoids and protein restriction, can affect kidney development and hence final nephron number. Since hypoxia is a common insult during pregnancy, we studied the influence of oxygen tension on kidney development in models designed to represent a pathological hypoxic insult. In vivo mouse models of moderate, transient, midgestational (12% O2, 48 h, 12.5 dpc) or severe, acute, early-gestational (5.5-7.5% O2, 8 h, 9.5-10.5 dpc) hypoxia were developed. The embryo itself is known to mature under hypoxic conditions with embryonic tissue levels of oxygen estimated to be 5%-8% (physiological hypoxia) when the mother is exposed to ambient normoxia. Both in vivo models generated phenotypes seen in patients with congenital anomalies of the kidney and urinary tract (CAKUT). Severe, acute, early hypoxia resulted in duplex kidney, while moderate, transient, midgestational hypoxia permanently reduced ureteric branching and nephron formation. Both models displayed hypoxia-induced reductions in ß-catenin signaling within the ureteric tree and suppression of the downstream target gene, Ccnd1. Thus, we show a link between gestational hypoxia and CAKUT, the phenotype of which varies with timing, duration, and severity of the hypoxic insult.


Subject(s)
Fetal Hypoxia/complications , Kidney/abnormalities , Ureter/metabolism , Urogenital Abnormalities/etiology , beta Catenin/metabolism , Animals , Female , Fetal Hypoxia/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Mice, Transgenic , Pregnancy , Urogenital Abnormalities/metabolism
15.
Hum Brain Mapp ; 36(9): 3687-702, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26096639

ABSTRACT

We examined whether quantitative density measures of cerebral tissue consistent with histology can be obtained from diffusion magnetic resonance imaging (MRI). By incorporating prior knowledge of myelin and cell membrane densities, absolute tissue density values were estimated from relative intracellular and intraneurite density values obtained from diffusion MRI. The NODDI (neurite orientation distribution and density imaging) technique, which can be applied clinically, was used. Myelin density estimates were compared with the results of electron and light microscopy in ex vivo mouse brain and with published density estimates in a healthy human brain. In ex vivo mouse brain, estimated myelin densities in different subregions of the mouse corpus callosum were almost identical to values obtained from electron microscopy (diffusion MRI: 42 ± 6%, 36 ± 4%, and 43 ± 5%; electron microscopy: 41 ± 10%, 36 ± 8%, and 44 ± 12% in genu, body and splenium, respectively). In the human brain, good agreement was observed between estimated fiber density measurements and previously reported values based on electron microscopy. Estimated density values were unaffected by crossing fibers.


Subject(s)
Corpus Callosum/metabolism , Diffusion Magnetic Resonance Imaging/methods , Myelin Sheath/metabolism , Adult , Animals , Anisotropy , Humans , Male , Mice , Mice, Inbred C57BL , Microscopy, Electron , Models, Theoretical , White Matter/metabolism
16.
Magn Reson Med ; 74(6): 1733-9, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25522006

ABSTRACT

PURPOSE: To investigate the microscopic diffusion properties of formalin-fixed breast tissue. METHODS: Diffusion microimaging was performed at 16.4T with 40-µm isotropic voxels on two normal and two cancer tissue samples from four patients. Results were correlated with histology of the samples. RESULTS: Diffusion-weighted images and mean diffusivity maps demonstrated distinct diffusivity differences between breast tissue components. Mean diffusivity (MD) in normal tissue was 0.59 ± 0.24 µm(2) /ms for gland lobule (voxels containing epithelium and intralobular stroma) and 1.23 ± 0.34 µm(2) /ms for interlobular fibrous stroma. In the cancer samples, MD = 0.45 ± 0.23 µm(2) /ms for invasive ductal carcinoma (voxels contain epithelium and intralobular stroma) and 0.61 ± 0.35 µm(2) /ms for ductal carcinoma in situ. There were significant MD differences between all tissue components (P < 0.005), except between gland lobule and ductal carcinoma in situ (P = 0.71). The low diffusivity of epithelium-rich cancer tissue and of normal epithelium relative to its supporting fibrous stroma was similar to that reported for prostate tissue and the esophageal wall. CONCLUSION: Diffusion microimaging demonstrates distinct diffusivity differences between breast tissue glandular structures. Low diffusivity may be a distinctive feature of mammalian epithelia.


Subject(s)
Breast Neoplasms/chemistry , Breast Neoplasms/pathology , Breast/chemistry , Breast/pathology , Diffusion Magnetic Resonance Imaging/methods , Image Interpretation, Computer-Assisted/methods , Adult , Diffusion , Female , Fixatives/chemistry , Formaldehyde/chemistry , Humans , In Vitro Techniques , Middle Aged , Pilot Projects , Reproducibility of Results , Sensitivity and Specificity
17.
Neuroimage ; 87: 465-75, 2014 Feb 15.
Article in English | MEDLINE | ID: mdl-24060319

ABSTRACT

We describe the visualization of the barrel cortex of the primary somatosensory area (S1) of ex vivo adult mouse brain with short-tracks track density imaging (stTDI). stTDI produced much higher definition of barrel structures than conventional fractional anisotropy (FA), directionally-encoded color FA maps, spin-echo T1- and T2-weighted imaging and gradient echo T1/T2*-weighted imaging. 3D high angular resolution diffusion imaging (HARDI) data were acquired at 48 micron isotropic resolution for a (3mm)(3) block of cortex containing the barrel field and reconstructed using stTDI at 10 micron isotropic resolution. HARDI data were also acquired at 100 micron isotropic resolution to image the whole brain and reconstructed using stTDI at 20 micron isotropic resolution. The 10 micron resolution stTDI maps showed exceptionally clear delineation of barrel structures. Individual barrels could also be distinguished in the 20 micron stTDI maps but the septa separating the individual barrels appeared thicker compared to the 10 micron maps, indicating that the ability of stTDI to produce high quality structural delineation is dependent upon acquisition resolution. Close homology was observed between the barrel structure delineated using stTDI and reconstructed histological data from the same samples. stTDI also detects barrel deletions in the posterior medial barrel sub-field in mice with infraorbital nerve cuts. The results demonstrate that stTDI is a novel imaging technique that enables three-dimensional characterization of complex structures such as the barrels in S1 and provides an important complementary non-invasive imaging tool for studying synaptic connectivity, development and plasticity of the sensory system.


Subject(s)
Brain Mapping/methods , Diffusion Magnetic Resonance Imaging/methods , Image Processing, Computer-Assisted/methods , Somatosensory Cortex/anatomy & histology , Animals , Imaging, Three-Dimensional/methods , Mice , Mice, Inbred C57BL , Vibrissae/innervation
18.
Neuroimage ; 102 Pt 2: 381-92, 2014 Nov 15.
Article in English | MEDLINE | ID: mdl-25087481

ABSTRACT

In this study we combined ultra-high field diffusion MRI fiber tracking and super-resolution track density imaging (TDI) to map the relay locations and connectivity of the somatosensory pathway in paraformaldehyde fixed, C57Bl/6J mouse brains. Super-resolution TDI was used to achieve 20 µm isotropic resolution to inform the 3D topography of the relay locations including thalamic barreloids and brainstem barrelettes, not described previously using MRI methodology. TDI-guided mapping results for thalamo-cortical connectivity were consistent with thalamo-cortical projections labeled using virus mediated fluorescent protein expression. Trigemino-thalamic TDI connectivity maps were concordant with results obtained using anterograde dye tracing from brainstem to thalamus. Importantly, TDI mapping overcame the constraint of tissue distortion observed in mechanically sectioned tissue, enabling 3D reconstruction and long-range connectivity data. In conclusion, our results showed that diffusion micro-imaging at ultra-high field MRI revealed the stereotypical pattern of somatosensory connectivity and is a valuable tool to complement histologic methods, achieving 3D spatial preservation of whole brain networks for characterization in mouse models of human disease.


Subject(s)
Diffusion Magnetic Resonance Imaging , Somatosensory Cortex/anatomy & histology , Thalamus/anatomy & histology , Trigeminal Nuclei/anatomy & histology , Animals , Brain/anatomy & histology , Imaging, Three-Dimensional , Male , Mice , Mice, Inbred C57BL , Neural Pathways/anatomy & histology , Vibrissae
19.
Neuroimage ; 82: 574-85, 2013 Nov 15.
Article in English | MEDLINE | ID: mdl-23770410

ABSTRACT

This study examined the sensitivity of ultra-high field (16.4 T) diffusion tensor imaging (DTI; 70 µm in-plane resolution, 1mm slice thickness) to evaluate the spatiotemporal development of severe mid-thoracic contusive spinal cord injury (SCI) in mice. In vivo imaging was performed prior to SCI, then again at 2h, 1 day, 3 days, 7 days, and 30 days post-SCI using a Bruker 16.4 T small animal nuclear magnetic resonance spectrometer. Cross-sectional spinal cord areas were measured in axial slices and various DTI parameters, i.e. fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (λ||) and radial diffusivity (λ⊥), were calculated for the total spared white matter (WM), ventral funiculi (VF), lateral funiculi (LF) and dorsal columns (DCs) and then correlated with histopathology. Cross-sectional area measurements revealed significant atrophy (32% reduction) of the injured spinal cord at the lesion epicentre in the chronic phase of injury. Analysis of diffusion tensor parameters further showed that tissue integrity was most severely affected in the DCs, i.e. the site of immediate impact, which demonstrated a rapid and permanent decrease in FA and λ||. In contrast, DTI parameters for the ventrolateral white matter changed more gradually with time, suggesting that these regions are undergoing more delayed degeneration in a manner that may be amenable to therapeutic intervention. Of all the DTI parameters, λ⊥ was most closely correlated to myelin content whereas changes in FA and λ|| appeared more indicative of axonal integrity, Wallerian degeneration and associated presence of macrophages. We conclude that longitudinal DTI at 16.4T provides a clinically relevant, objective measure for assessing white matter pathology following contusive SCI in mice that may aid the translation of putative neuroprotective strategies into the clinic.


Subject(s)
Diffusion Tensor Imaging/methods , Nerve Fibers, Myelinated/pathology , Spinal Cord Injuries/pathology , Animals , Female , Mice , Mice, Inbred C57BL
20.
Neuroimage ; 78: 196-203, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23587687

ABSTRACT

The neocortex is the largest component of the mammalian cerebral cortex. It integrates sensory inputs with experiences and memory to produce sophisticated responses to an organism's internal and external environment. While areal patterning of the mouse neocortex has been mapped using histological techniques, the neocortex has not been comprehensively segmented in magnetic resonance images. This study presents a method for systematic segmentation of the C57BL/6J mouse neocortex. We created a minimum deformation atlas, which was hierarchically segmented into 74 neocortical and cortical-related regions, making it the most detailed atlas of the mouse neocortex currently available. In addition, we provide mean volumes and relative intensities for each structure as well as a nomenclature comparison between the two most cited histological atlases of the mouse brain. This MR atlas is available for download, and it should enable researchers to perform automated segmentation in genetic models of cortical disorders.


Subject(s)
Anatomy, Artistic , Atlases as Topic , Mice/anatomy & histology , Neocortex/anatomy & histology , Animals , Image Processing, Computer-Assisted , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging , Mice, Inbred C57BL
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