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1.
Nat Methods ; 16(4): 341-350, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30858600

RESUMO

Brain atlases enable the mapping of labeled cells and projections from different brains onto a standard coordinate system. We address two issues in the construction and use of atlases. First, expert neuroanatomists ascertain the fine-scale pattern of brain tissue, the 'texture' formed by cellular organization, to define cytoarchitectural borders. We automate the processes of localizing landmark structures and alignment of brains to a reference atlas using machine learning and training data derived from expert annotations. Second, we construct an atlas that is active; that is, augmented with each use. We show that the alignment of new brains to a reference atlas can continuously refine the coordinate system and associated variance. We apply this approach to the adult murine brainstem and achieve a precise alignment of projections in cytoarchitecturally ill-defined regions across brains from different animals.


Assuntos
Mapeamento Encefálico/métodos , Encéfalo/diagnóstico por imagem , Biologia Computacional/métodos , Processamento de Imagem Assistida por Computador/métodos , Algoritmos , Animais , Encéfalo/anatomia & histologia , Tronco Encefálico/diagnóstico por imagem , Aprendizado de Máquina , Imageamento por Ressonância Magnética , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Neurônios Motores , Neuroanatomia , Neurônios , Probabilidade , Medula Espinal/diagnóstico por imagem
2.
Brain ; 142(11): 3550-3564, 2019 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-31608359

RESUMO

Traumatic microbleeds are small foci of hypointensity seen on T2*-weighted MRI in patients following head trauma that have previously been considered a marker of axonal injury. The linear appearance and location of some traumatic microbleeds suggests a vascular origin. The aims of this study were to: (i) identify and characterize traumatic microbleeds in patients with acute traumatic brain injury; (ii) determine whether appearance of traumatic microbleeds predict clinical outcome; and (iii) describe the pathology underlying traumatic microbleeds in an index patient. Patients presenting to the emergency department following acute head trauma who received a head CT were enrolled within 48 h of injury and received a research MRI. Disability was defined using Glasgow Outcome Scale-Extended ≤6 at follow-up. All magnetic resonance images were interpreted prospectively and were used for subsequent analysis of traumatic microbleeds. Lesions on T2* MRI were stratified based on 'linear' streak-like or 'punctate' petechial-appearing traumatic microbleeds. The brain of an enrolled subject imaged acutely was procured following death for evaluation of traumatic microbleeds using MRI targeted pathology methods. Of the 439 patients enrolled over 78 months, 31% (134/439) had evidence of punctate and/or linear traumatic microbleeds on MRI. Severity of injury, mechanism of injury, and CT findings were associated with traumatic microbleeds on MRI. The presence of traumatic microbleeds was an independent predictor of disability (P < 0.05; odds ratio = 2.5). No differences were found between patients with punctate versus linear appearing microbleeds. Post-mortem imaging and histology revealed traumatic microbleed co-localization with iron-laden macrophages, predominately seen in perivascular space. Evidence of axonal injury was not observed in co-localized histopathological sections. Traumatic microbleeds were prevalent in the population studied and predictive of worse outcome. The source of traumatic microbleed signal on MRI appeared to be iron-laden macrophages in the perivascular space tracking a network of injured vessels. While axonal injury in association with traumatic microbleeds cannot be excluded, recognizing traumatic microbleeds as a form of traumatic vascular injury may aid in identifying patients who could benefit from new therapies targeting the injured vasculature and secondary injury to parenchyma.


Assuntos
Lesões Encefálicas Traumáticas/diagnóstico por imagem , Avaliação da Deficiência , Hemorragias Intracranianas/diagnóstico por imagem , Lesões do Sistema Vascular/diagnóstico por imagem , Lesões do Sistema Vascular/patologia , Adolescente , Adulto , Autopsia , Axônios/patologia , Lesões Encefálicas Traumáticas/patologia , Feminino , Escala de Resultado de Glasgow , Humanos , Hemorragias Intracranianas/patologia , Ferro/sangue , Macrófagos/patologia , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Estudos Prospectivos , Tomografia Computadorizada por Raios X , Resultado do Tratamento
3.
J Comp Neurol ; 528(12): 2099-2131, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32037563

RESUMO

An in-depth understanding of the genetics and evolution of brain function and behavior requires a detailed mapping of gene expression in functional brain circuits across major vertebrate clades. Here we present the Zebra finch Expression Brain Atlas (ZEBrA; www.zebrafinchatlas.org, RRID: SCR_012988), a web-based resource that maps the expression of genes linked to a broad range of functions onto the brain of zebra finches. ZEBrA is a first of its kind gene expression brain atlas for a bird species and a first for any sauropsid. ZEBrA's >3,200 high-resolution digital images of in situ hybridized sections for ~650 genes (as of June 2019) are presented in alignment with an annotated histological atlas and can be browsed down to cellular resolution. An extensive relational database connects expression patterns to information about gene function, mouse expression patterns and phenotypes, and gene involvement in human diseases and communication disorders. By enabling brain-wide gene expression assessments in a bird, ZEBrA provides important substrates for comparative neuroanatomy and molecular brain evolution studies. ZEBrA also provides unique opportunities for linking genetic pathways to vocal learning and motor control circuits, as well as for novel insights into the molecular basis of sex steroids actions, brain dimorphisms, reproductive and social behaviors, sleep function, and adult neurogenesis, among many fundamental themes.


Assuntos
Atlas como Assunto , Encéfalo/anatomia & histologia , Encéfalo/fisiologia , Tentilhões/anatomia & histologia , Tentilhões/fisiologia , Animais , Evolução Biológica , Internet , Neuroanatomia , Transcriptoma
4.
Elife ; 82019 02 05.
Artigo em Inglês | MEDLINE | ID: mdl-30720427

RESUMO

Understanding the connectivity architecture of entire vertebrate brains is a fundamental but difficult task. Here we present an integrated neuro-histological pipeline as well as a grid-based tracer injection strategy for systematic mesoscale connectivity mapping in the common marmoset (Callithrix jacchus). Individual brains are sectioned into ~1700 20 µm sections using the tape transfer technique, permitting high quality 3D reconstruction of a series of histochemical stains (Nissl, myelin) interleaved with tracer labeled sections. Systematic in-vivo MRI of the individual animals facilitates injection placement into reference-atlas defined anatomical compartments. Further, by combining the resulting 3D volumes, containing informative cytoarchitectonic markers, with in-vivo and ex-vivo MRI, and using an integrated computational pipeline, we are able to accurately map individual brains into a common reference atlas despite the significant individual variation. This approach will facilitate the systematic assembly of a mesoscale connectivity matrix together with unprecedented 3D reconstructions of brain-wide projection patterns in a primate brain.


Assuntos
Encéfalo/anatomia & histologia , Callithrix , Conectoma/métodos , Histocitoquímica/métodos , Imageamento Tridimensional/métodos , Coloração e Rotulagem/métodos , Animais , Imageamento por Ressonância Magnética
5.
J Comp Neurol ; 524(11): 2161-81, 2016 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-27099164

RESUMO

The marmoset is an emerging animal model for large-scale attempts to understand primate brain connectivity, but achieving this aim requires the development and validation of procedures for normalization and integration of results from many neuroanatomical experiments. Here we describe a computational pipeline for coregistration of retrograde tracing data on connections of cortical areas into a 3D marmoset brain template, generated from Nissl-stained sections. The procedure results in a series of spatial transformations that are applied to the coordinates of labeled neurons in the different cases, bringing them into common stereotaxic space. We applied this procedure to 17 injections, placed in the frontal lobe of nine marmosets as part of earlier studies. Visualizations of cortical patterns of connections revealed by these injections are supplied as Supplementary Materials. Comparison between the results of the automated and human-based processing of these cases reveals that the centers of injection sites can be reconstructed, on average, to within 0.6 mm of coordinates estimated by an experienced neuroanatomist. Moreover, cell counts obtained in different areas by the automated approach are highly correlated (r = 0.83) with those obtained by an expert, who examined in detail histological sections for each individual. The present procedure enables comparison and visualization of large datasets, which in turn opens the way for integration and analysis of results from many animals. Its versatility, including applicability to archival materials, may reduce the number of additional experiments required to produce the first detailed cortical connectome of a primate brain. J. Comp. Neurol. 524:2161-2181, 2016. © 2016 The Authors The Journal of Comparative Neurology Published by Wiley Periodicals, Inc.


Assuntos
Anatomia Artística , Atlas como Assunto , Encéfalo/anatomia & histologia , Callithrix/anatomia & histologia , Imageamento Tridimensional/métodos , Animais , Coloração e Rotulagem
6.
PLoS One ; 10(7): e0102363, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26181725

RESUMO

Cryostat sectioning is a popular but labor-intensive method for preparing histological brain sections. We have developed a modification of the commercially available CryoJane tape collection method that significantly improves the ease of collection and the final quality of the tissue sections. The key modification involves an array of UVLEDs to achieve uniform polymerization of the glass slide and robust adhesion between the section and slide. This report presents system components and detailed procedural steps, and provides examples of end results; that is, 20 µm mouse brain sections that have been successfully processed for routine Nissl, myelin staining, DAB histochemistry, and fluorescence. The method is also suitable for larger brains, such as rat and monkey.


Assuntos
Encéfalo/ultraestrutura , Crioultramicrotomia/métodos , Microtomia/métodos , Coloração e Rotulagem/métodos , 3,3'-Diaminobenzidina/química , Animais , Crioultramicrotomia/instrumentação , Haplorrinos , Ensaios de Triagem em Larga Escala , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Microscopia de Fluorescência , Microtomia/instrumentação , Bainha de Mielina/ultraestrutura , Corpos de Nissl/ultraestrutura , Ratos , Ratos Long-Evans , Coloração e Rotulagem/instrumentação
7.
Elife ; 4: e09215, 2015 Dec 10.
Artigo em Inglês | MEDLINE | ID: mdl-26652162

RESUMO

Central thalamus plays a critical role in forebrain arousal and organized behavior. However, network-level mechanisms that link its activity to brain state remain enigmatic. Here, we combined optogenetics, fMRI, electrophysiology, and video-EEG monitoring to characterize the central thalamus-driven global brain networks responsible for switching brain state. 40 and 100 Hz stimulations of central thalamus caused widespread activation of forebrain, including frontal cortex, sensorimotor cortex, and striatum, and transitioned the brain to a state of arousal in asleep rats. In contrast, 10 Hz stimulation evoked significantly less activation of forebrain, inhibition of sensory cortex, and behavioral arrest. To investigate possible mechanisms underlying the frequency-dependent cortical inhibition, we performed recordings in zona incerta, where 10, but not 40, Hz stimulation evoked spindle-like oscillations. Importantly, suppressing incertal activity during 10 Hz central thalamus stimulation reduced the evoked cortical inhibition. These findings identify key brain-wide dynamics underlying central thalamus arousal regulation.


Assuntos
Córtex Cerebral/fisiologia , Vias Neurais/fisiologia , Neurônios/fisiologia , Tálamo/fisiologia , Animais , Estimulação Elétrica , Eletroencefalografia , Modelos Neurológicos , Ratos Sprague-Dawley
8.
J Neurosci Methods ; 218(2): 206-13, 2013 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-23541995

RESUMO

A major challenge in the histological sectioning of brain tissue is achieving accurate alignment in the standard coronal, horizontal, or sagittal planes. Correct alignment is desirable for ease of subsequent analysis and is a prerequisite for computational registration and algorithm-based quantification of experimental data. We have developed a simple and low-cost technique for whole-brain cryosectioning of rodent brains that reliably results in a precise alignment of stereotactic coordinates. The system utilises a 3-D printed model of a mouse brain to create a tailored cavity that is used to align and support the brain during freezing. The alignment of the frozen block is achieved in relation to the fixed edge of the mold. The system also allows for two brains to be frozen and sectioned simultaneously. System components, procedural steps, and examples of the end results are presented.


Assuntos
Encéfalo , Criopreservação/métodos , Crioultramicrotomia/métodos , Animais , Criopreservação/economia , Criopreservação/instrumentação , Crioultramicrotomia/economia , Crioultramicrotomia/instrumentação , Camundongos , Camundongos Endogâmicos C57BL , Técnicas Estereotáxicas/economia , Técnicas Estereotáxicas/instrumentação , Técnicas Estereotáxicas/normas
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