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1.
Brain Behav Immun ; 119: 333-350, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38561095

RESUMO

Neonatal sepsis remains one of the leading causes of mortality in newborns. Several brainstem-regulated physiological processes undergo disruption during neonatal sepsis. Mechanistic knowledge gaps exist at the interplay between metabolism and immune activation to brainstem neural circuits and pertinent physiological functions in neonates. To delineate this association, we induced systemic inflammation either by TLR4 (LPS) or TLR1/2 (PAM3CSK4) ligand administration in postnatal day 5 mice (PD5). Our findings show that LPS and PAM3CSK4 evoke substantial changes in respiration and metabolism. Physiological trade-offs led to hypometabolic-hypothermic responses due to LPS, but not PAM3CSK4, whereas to both TLR ligands blunted respiratory chemoreflexes. Neuroinflammatory pathways modulation in brainstem showed more robust effects in LPS than PAM3CSK4. Brainstem neurons, microglia, and astrocyte gene expression analyses showed unique responses to TLR ligands. PAM3CSK4 did not significantly modulate gene expression changes in GLAST-1 positive brainstem astrocytes. PD5 pups receiving PAM3CSK4 failed to maintain a prolonged metabolic state repression, which correlated to enhanced gasping latency and impaired autoresuscitation during anoxic chemoreflex challenges. In contrast, LPS administered pups showed no significant changes in anoxic chemoreflex. Electrophysiological studies from brainstem slices prepared from pups exposed to either TLR4 or PAM3CSK4 showed compromised transmission between preBötzinger complex and Hypoglossal as an exclusive response to the TLR1/2 ligand. Spatial gene expression analysis demonstrated a region-specific modulation of PAM3CSK4 within the raphe nucleus relative to other anatomical sites evaluated. Our findings suggest that metabolic changes due to inflammation might be a crucial tolerance mechanism for neonatal sepsis preserving neural control of breathing.


Assuntos
Animais Recém-Nascidos , Tronco Encefálico , Lipopolissacarídeos , Sepse Neonatal , Receptor 1 Toll-Like , Receptor 2 Toll-Like , Receptor 4 Toll-Like , Animais , Camundongos , Receptor 4 Toll-Like/metabolismo , Lipopolissacarídeos/farmacologia , Receptor 2 Toll-Like/metabolismo , Sepse Neonatal/metabolismo , Tronco Encefálico/metabolismo , Receptor 1 Toll-Like/metabolismo , Lipopeptídeos/farmacologia , Respiração/efeitos dos fármacos , Camundongos Endogâmicos C57BL , Neurônios/metabolismo , Astrócitos/metabolismo , Masculino , Ligantes , Microglia/metabolismo , Feminino , Inflamação/metabolismo
2.
J Neurophysiol ; 125(4): 1164-1179, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33502943

RESUMO

Modern neurophysiology research requires the interrogation of high-dimensionality data sets. Machine learning and artificial intelligence (ML/AI) workflows have permeated into nearly all aspects of daily life in the developed world but have not been implemented routinely in neurophysiological analyses. The power of these workflows includes the speed at which they can be deployed, their availability of open-source programming languages, and the objectivity permitted in their data analysis. We used classification-based algorithms, including random forest, gradient boosted machines, support vector machines, and neural networks, to test the hypothesis that the animal genotypes could be separated into their genotype based on interpretation of neurophysiological recordings. We then interrogate the models to identify what were the major features utilized by the algorithms to designate genotype classification. By using raw EEG and respiratory plethysmography data, we were able to predict which recordings came from genotype class with accuracies that were significantly improved relative to the no information rate, although EEG analyses showed more overlap between groups than respiratory plethysmography. In comparison, conventional methods where single features between animal classes were analyzed, differences between the genotypes tested using baseline neurophysiology measurements showed no statistical difference. However, ML/AI workflows successfully were capable of providing successful classification, indicating that interactions between features were different in these genotypes. ML/AI workflows provide new methodologies to interrogate neurophysiology data. However, their implementation must be done with care so as to provide high rigor and reproducibility between laboratories. We provide a series of recommendations on how to report the utilization of ML/AI workflows for the neurophysiology community.NEW & NOTEWORTHY ML/AI classification workflows are capable of providing insight into differences between genotypes for neurophysiology research. Analytical techniques utilized in the neurophysiology community can be augmented by implementing ML/AI workflows. Random forest is a robust classification algorithm for respiratory plethysmography data. Utilization of ML/AI workflows in neurophysiology research requires heightened transparency and improved community research standards.


Assuntos
Eletroencefalografia , Perfilação da Expressão Gênica , Aprendizado de Máquina , Neurofisiologia/métodos , Pletismografia , Respiração , Sono/fisiologia , Animais , Astrócitos , Eletroencefalografia/métodos , Perfilação da Expressão Gênica/métodos , Genótipo , Proteínas de Homeodomínio , Camundongos , Pletismografia/métodos , Fatores de Transcrição , Fluxo de Trabalho
3.
Am J Pathol ; 189(2): 426-439, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30579783

RESUMO

Mounting evidence in the literature suggests that RNA-RNA binding protein aggregations can disturb neuronal homeostasis and lead to symptoms associated with normal aging as well as dementia. The specific ablation of cyclin A2 in adult neurons results in neuronal polyribosome aggregations and learning and memory deficits. Detailed histologic and ultrastructural assays of aged mice revealed that post-mitotic hippocampal pyramidal neurons maintain cyclin A2 expression and that proliferative cells in the dentate subgranular zone express cyclin A2. Cyclin A2 loss early during neural development inhibited hippocampal development through canonical/cell-cycle mechanisms, including prolonged cell cycle timing in embryonic hippocampal progenitor cells. However, in mature neurons, cyclin A2 colocalized with dendritic rRNA. Cyclin A2 ablation in adult hippocampus resulted in decreased synaptic density in the hippocampus as well as in accumulation of rRNA granules in dendrite shafts. We conclude that cyclin A2 functions in a noncanonical/non-cell cycle regulatory role to maintain adult pyramidal neuron ribostasis.


Assuntos
Envelhecimento , Ciclina A2/deficiência , Grânulos Citoplasmáticos , Hipocampo , Células Piramidais , RNA Ribossômico/metabolismo , Envelhecimento/genética , Envelhecimento/metabolismo , Envelhecimento/patologia , Animais , Animais Geneticamente Modificados , Ciclo Celular , Ciclina A2/metabolismo , Grânulos Citoplasmáticos/genética , Grânulos Citoplasmáticos/metabolismo , Grânulos Citoplasmáticos/patologia , Hipocampo/metabolismo , Hipocampo/patologia , Camundongos , Células Piramidais/metabolismo , Células Piramidais/patologia , RNA Ribossômico/genética , Sinapses/genética , Sinapses/metabolismo , Sinapses/patologia
4.
J Physiol ; 597(8): 2225-2251, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30707772

RESUMO

KEY POINTS: The embryonic PHOX2B-progenitor domain generates neuronal and glial cells which together are involved in chemosensory control of breathing and sleep homeostasis. Ablating PHOX2B-derived astrocytes significantly contributes to secondary hypoxic respiratory depression as well as abnormalities in sleep homeostasis. PHOX2B-derived astrocyte ablation results in axonal pathologies in the retrotrapezoid nucleus. ABSTRACT: We identify in mice a population of ∼800 retrotrapezoid nucleus (RTN) astrocytes derived from PHOX2B-positive, OLIG3-negative progenitor cells, that interact with PHOX2B-expressing RTN chemosensory neurons. PHOX2B-derived astrocyte ablation during early life results in adult-onset O2 chemoreflex deficiency. These animals also display changes in sleep homeostasis, including fragmented sleep and disturbances in delta power after sleep deprivation, all without observable changes in anxiety or social behaviours. Ultrastructural evaluation of the RTN demonstrates that PHOX2B-derived astrocyte ablation results in features characteristic of degenerative neuro-axonal dystrophy, including abnormally dilated axon terminals and increased amounts of synapses containing autophagic vacuoles/phagosomes. We conclude that PHOX2B-derived astrocytes are necessary for maintaining a functional O2 chemosensory reflex in the adult, modulate sleep homeostasis, and are key regulators of synaptic integrity in the RTN region, which is necessary for the chemosensory control of breathing. These data also highlight how defects in embryonic development may manifest as neurodegenerative pathology in an adult.


Assuntos
Astrócitos/fisiologia , Proteínas de Homeodomínio/fisiologia , Respiração , Sono/fisiologia , Fatores de Transcrição/fisiologia , Animais , Diferenciação Celular , Células-Tronco Embrionárias/citologia , Homeostase , Camundongos Transgênicos , Neurônios/fisiologia
5.
J Neurophysiol ; 116(2): 742-52, 2016 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-27226447

RESUMO

The developmental lineage of the PHOX2B-expressing neurons in the retrotrapezoid nucleus (RTN) has been extensively studied. These cells are thought to function as central respiratory chemoreceptors, i.e., the mechanism by which brain Pco2 regulates breathing. The molecular and cellular basis of central respiratory chemoreception is based on the detection of CO2 via intrinsic proton receptors (TASK-2, GPR4) as well as synaptic input from peripheral chemoreceptors and other brain regions. Murine models of congenital central hypoventilation syndrome designed with PHOX2B mutations have suggested RTN neuron agenesis. In this review, we examine, through human and experimental animal models, how a restricted number of neurons that express the transcription factor PHOX2B play a crucial role in the control of breathing and autonomic regulation.


Assuntos
Doenças do Sistema Nervoso Autônomo/etiologia , Hipoventilação/congênito , Transtornos Respiratórios/etiologia , Apneia do Sono Tipo Central/complicações , Animais , Doenças do Sistema Nervoso Autônomo/genética , Células Quimiorreceptoras/fisiologia , Modelos Animais de Doenças , Proteínas de Homeodomínio/genética , Humanos , Hipoventilação/complicações , Hipoventilação/genética , Hipoventilação/patologia , Bulbo/metabolismo , Bulbo/patologia , Transtornos Respiratórios/genética , Apneia do Sono Tipo Central/genética , Apneia do Sono Tipo Central/patologia , Fatores de Transcrição/genética
6.
Nanomedicine ; 12(2): 399-409, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26711960

RESUMO

Safety concerns and/or the stochastic nature of current transduction approaches have hampered nuclear reprogramming's clinical translation. We report a novel non-viral nanotechnology-based platform permitting deterministic large-scale transfection with single-cell resolution. The superior capabilities of our technology are demonstrated by modification of the well-established direct neuronal reprogramming paradigm using overexpression of the transcription factors Brn2, Ascl1, and Myt1l (BAM). Reprogramming efficiencies were comparable to viral methodologies (up to ~9-12%) without the constraints of capsid size and with the ability to control plasmid dosage, in addition to showing superior performance relative to existing non-viral methods. Furthermore, increased neuronal complexity could be tailored by varying BAM ratio and by including additional proneural genes to the BAM cocktail. Furthermore, high-throughput NEP allowed easy interrogation of the reprogramming process. We discovered that BAM-mediated reprogramming is regulated by AsclI dosage, the S-phase cyclin CCNA2, and that some induced neurons passed through a nestin-positive cell stage. FROM THE CLINICAL EDITOR: In the field of regenerative medicine, the ability to direct cell fate by nuclear reprogramming is an important facet in terms of clinical application. In this article, the authors described their novel technique of cell reprogramming through overexpression of the transcription factors Brn2, Ascl1, and Myt1l (BAM) by in situ electroporation through nanochannels. This new technique could provide a platform for further future designs.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Reprogramação Celular , Proteínas de Ligação a DNA/genética , DNA/administração & dosagem , Proteínas do Tecido Nervoso/genética , Neurônios/citologia , Fatores do Domínio POU/genética , Fatores de Transcrição/genética , Transfecção/métodos , Animais , Linhagem Celular , DNA/genética , Eletroporação/métodos , Fibroblastos/citologia , Fibroblastos/metabolismo , Humanos , Camundongos , Neurônios/metabolismo , Plasmídeos/administração & dosagem , Plasmídeos/genética , Regulação para Cima
7.
Dev Biol ; 385(2): 328-39, 2014 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-24184637

RESUMO

The mammalian genome encodes two A-type cyclins, which are considered potentially redundant yet essential regulators of the cell cycle. Here, we tested requirements for cyclin A1 and cyclin A2 function in cerebellar development. Compound conditional loss of cyclin A1/A2 in neural progenitors resulted in severe cerebellar hypoplasia, decreased proliferation of cerebellar granule neuron progenitors (CGNP), and Purkinje (PC) neuron dyslamination. Deletion of cyclin A2 alone showed an identical phenotype, demonstrating that cyclin A1 does not compensate for cyclin A2 loss in neural progenitors. Cyclin A2 loss lead to increased apoptosis at early embryonic time points but not at post-natal time points. In contrast, neural progenitors of the VZ/SVZ did not undergo increased apoptosis, indicating that VZ/SVZ-derived and rhombic lip-derived progenitor cells show differential requirements to cyclin A2. Conditional knockout of cyclin A2 or the SHH proliferative target Nmyc in CGNP also resulted in PC neuron dyslamination. Although cyclin E1 has been reported to compensate for cyclin A2 function in fibroblasts and is upregulated in cyclin A2 null cerebella, cyclin E1 expression was unable to compensate for loss-of cyclin A2 function.


Assuntos
Córtex Cerebral/embriologia , Ciclina A2/fisiologia , Animais , Proliferação de Células , Córtex Cerebral/citologia , Córtex Cerebral/metabolismo , Ciclina A2/genética , Ciclina A2/metabolismo , Hibridização In Situ , Camundongos , Camundongos Knockout , Camundongos Transgênicos , Células-Tronco Neurais/metabolismo
8.
Acta Neuropathol ; 130(2): 171-83, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25975378

RESUMO

Human congenital central hypoventilation syndrome (CCHS), resulting from mutations in transcription factor PHOX2B, manifests with impaired responses to hypoxemia and hypercapnia especially during sleep. To identify brainstem structures developmentally affected in CCHS, we analyzed two postmortem neonatal-lethal cases with confirmed polyalanine repeat expansion (PARM) or Non-PARM (PHOX2B∆8) mutation of PHOX2B. Both human cases showed neuronal losses within the locus coeruleus (LC), which is important for central noradrenergic signaling. Using a conditionally active transgenic mouse model of the PHOX2B∆8 mutation, we found that early embryonic expression (

Assuntos
Hipoventilação/congênito , Locus Cerúleo/crescimento & desenvolvimento , Locus Cerúleo/patologia , Apneia do Sono Tipo Central/patologia , Apneia do Sono Tipo Central/fisiopatologia , Idade de Início , Animais , Modelos Animais de Doenças , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Humanos , Hipoventilação/genética , Hipoventilação/patologia , Hipoventilação/fisiopatologia , Recém-Nascido , Recém-Nascido Prematuro , Locus Cerúleo/fisiopatologia , Masculino , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Mutação , Neurogênese/fisiologia , Neurônios/patologia , Neurônios/fisiologia , Respiração , Apneia do Sono Tipo Central/genética , Técnicas de Cultura de Tecidos , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
9.
Development ; 137(21): 3697-706, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20940228

RESUMO

Paracrine signals, both positive and negative, regulate the positioning and remodeling of embryonic blood vessels. In the embryos of mammals and birds, the first major remodeling event is the fusion of bilateral dorsal aortae at the midline to form the dorsal aorta. Although the original bilaterality of the dorsal aortae occurs as the result of inhibitory factors (antagonists of BMP signaling) secreted from the midline by the notochord, it is unknown how fusion is later signaled. Here, we report that dorsal aortae fusion is tightly regulated by a change in signaling by the notochord along the anteroposterior axis. During aortae fusion, the notochord ceases to exert its negative influence on vessel formation. This is achieved by a transcriptional downregulation of negative regulators while positive regulators are maintained at pre-fusion levels. In particular, Chordin, the most abundant BMP antagonist expressed in the notochord prior to fusion, undergoes a dramatic downregulation in an anterior to posterior wave. With inhibitory signals diminished and sustained expression of the positive factors SHH and VEGF at the midline, fusion of the dorsal aortae is signaled. These results demonstrate a novel mechanism by which major modifications of the vascular pattern can occur through modulation of vascular inhibitors without changes in the levels of positive vascular regulators.


Assuntos
Inibidores da Angiogênese/metabolismo , Aorta/embriologia , Aorta/fisiologia , Padronização Corporal/fisiologia , Neovascularização Fisiológica/fisiologia , Inibidores da Angiogênese/genética , Animais , Aorta/crescimento & desenvolvimento , Padronização Corporal/genética , Receptores de Proteínas Morfogenéticas Ósseas/antagonistas & inibidores , Receptores de Proteínas Morfogenéticas Ósseas/metabolismo , Receptores de Proteínas Morfogenéticas Ósseas/fisiologia , Proteínas de Transporte/genética , Proteínas de Transporte/metabolismo , Fusão Celular , Células Cultivadas , Embrião de Galinha , Coturnix/embriologia , Coturnix/genética , Regulação para Baixo/genética , Regulação para Baixo/fisiologia , Células Endoteliais/metabolismo , Células Endoteliais/fisiologia , Glicoproteínas/genética , Glicoproteínas/metabolismo , Peptídeos e Proteínas de Sinalização Intercelular/genética , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Neovascularização Fisiológica/genética , Notocorda/embriologia , Notocorda/metabolismo , Transdução de Sinais/fisiologia
10.
Elife ; 112022 11 17.
Artigo em Inglês | MEDLINE | ID: mdl-36394266

RESUMO

Mutations in the transcription factor Phox2b cause congenital central hypoventilation syndrome (CCHS). The syndrome is characterized by hypoventilation and inability to regulate breathing to maintain adequate O2 and CO2 levels. The mechanism by which CCHS impact respiratory control is incompletely understood, and even less is known about the impact of the non-polyalanine repeat expansion mutations (NPARM) form. Our goal was to investigate the extent by which NPARM Phox2b mutation affect (a) respiratory rhythm; (b) ventilatory responses to hypercapnia (HCVR) and hypoxia (HVR); and (c) number of chemosensitive neurons in mice. We used a transgenic mouse line carrying a conditional Phox2bΔ8 mutation (same found in humans with NPARM CCHS). We crossed them with Atoh1cre mice to introduce mutation in regions involved with respiratory function and central chemoreflex control. Ventilation was measured by plethysmograph during neonatal and adult life. In room air, mutation in neonates and adult did not greatly impact basal ventilation. However, Phox2bΔ8, Atoh1cre increased breath irregularity in adults. The HVR and HCVR were impaired in neonates. The HVR, but not HCVR, was still partially compromised in adults. The mutation reduced the number of Phox2b+/TH--expressing neurons as well as the number of fos-activated cells within the ventral parafacial region (also named retrotrapezoid nucleus [RTN] region) induced by hypercapnia. Our data indicates that Phox2bΔ8 mutation in Atoh1-expressing cells impaired RTN neurons, as well as chemoreflex under hypoxia and hypercapnia specially early in life. This study provided new evidence for mechanisms related to NPARM form of CCHS neuropathology.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos , Proteínas de Homeodomínio , Hipercapnia , Apneia do Sono Tipo Central , Animais , Humanos , Camundongos , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Hipercapnia/genética , Hipóxia/genética , Camundongos Transgênicos , Mutação , Apneia do Sono Tipo Central/genética , Proteínas de Homeodomínio/genética
11.
Brain Res Bull ; 187: 138-154, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35777704

RESUMO

Parkinson's disease (PD) patients often experience impairment of autonomic and respiratory functions. These include conditions such as orthostatic hypotension and sleep apnea, which are highly correlated with dysfunctional central chemoreception. Blood flow is a fundamental determinant of tissue CO2/H+, yet the extent to which blood flow regulation within chemoreceptor regions contributes to respiratory behavior during neurological disease remains unknown. Here, we tested the hypothesis that 6-hydroxydopamine injection to inducing a known model of PD results in dysfunctional vascular homeostasis, biochemical dysregulation, and glial morphology of the ventral medullary surface (VMS). We show that hypercapnia (FiCO2 = 10%) induced elevated VMS pial vessel constriction in PD animals through a P2-receptor dependent mechanism. Similarly, we found a greater CO2-induced vascular constriction after ARL67156 (an ectonucleotidase inhibitor) in control and PD-induced animals. In addition, we also report that weighted gene correlational network analysis of the proteomic data showed a protein expression module differentially represented between both groups. This module showed that gene ontology enrichment for components of the ATP machinery were reduced in our PD-model compared to control animals. Altogether, our data indicate that dysfunction in purinergic signaling, potentially through altered ATP bioavailability in the VMS region, may compromise the RTN neuroglial vascular unit in a PD animal model.


Assuntos
Doença de Parkinson , Trifosfato de Adenosina , Animais , Dióxido de Carbono/metabolismo , Proteômica , Ratos , Ratos Wistar
12.
Brain Pathol ; 32(5): e13050, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35014126

RESUMO

AIMS: Resource-strained healthcare ecosystems often struggle with the adoption of the World Health Organization (WHO) recommendations for the classification of central nervous system (CNS) tumors. The generation of robust clinical diagnostic aids and the advancement of simple solutions to inform investment strategies in surgical neuropathology would improve patient care in these settings. METHODS: We used simple information theory calculations on a brain cancer simulation model and real-world data sets to compare contributions of clinical, histologic, immunohistochemical, and molecular information. An image noise assay was generated to compare the efficiencies of different image segmentation methods in H&E and Olig2 stained images obtained from digital slides. An auto-adjustable image analysis workflow was generated and compared with neuropathologists for p53 positivity quantification. Finally, the density of extracted features of the nuclei, p53 positivity quantification, and combined ATRX/age feature was used to generate a predictive model for 1p/19q codeletion in IDH-mutant tumors. RESULTS: Information theory calculations can be performed on open access platforms and provide significant insight into linear and nonlinear associations between diagnostic biomarkers. Age, p53, and ATRX status have significant information for the diagnosis of IDH-mutant tumors. The predictive models may facilitate the reduction of false-positive 1p/19q codeletion by fluorescence in situ hybridization (FISH) testing. CONCLUSIONS: We posit that this approach provides an improvement on the cIMPACT-NOW workflow recommendations for IDH-mutant tumors and a framework for future resource and testing allocation.


Assuntos
Neoplasias Encefálicas , Glioma , Neoplasias Encefálicas/patologia , Aberrações Cromossômicas , Cromossomos Humanos Par 1 , Cromossomos Humanos Par 19 , Ecossistema , Glioma/patologia , Humanos , Hibridização in Situ Fluorescente , Teoria da Informação , Isocitrato Desidrogenase/genética , Mutação , Neuropatologia , Proteína Supressora de Tumor p53 , Fluxo de Trabalho
13.
Respir Physiol Neurobiol ; 283: 103558, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33010456

RESUMO

Respiratory parameters change during post-natal development, but the nature of their changes have not been well-described. The advent of commercially available plethysmographic instruments provided improved repeatability of measurements and standardization of measured breathing in mice across laboratories. These technologies thus allowed for exploration of more precise respiratory pattern changes during the post-natal developmental epoch. Current methods to analyze respiratory behavior utilize plethysmography to acquire standing values of frequency, volume and flow at specific time points in murine maturation. These metrics have historically been independently analyzed as a function of time with no further analysis examining the interplay these variables have with each other and in the context of postnatal maturation or during blood gas homeostasis. We posit that machine learning workflows can provide deeper physiological understanding into the postnatal development of respiration. In this manuscript, we delineate a machine learning workflow based on the R-statistical programming language to examine how variation and relationships of frequency (f) and tidal volume (TV) change with respect to inspiratory and expiratory parameters. Our analytical workflows could successfully predict age and found that the variation and relationships between respiratory metrics are dynamically shifting with age and during hypercapnic breathing. Thus, our work demonstrates the utility of high dimensional analyses to provide reliable class label predictions using non-invasive respiratory metrics. These approaches may be useful in large-scale phenotyping across development and in disease.


Assuntos
Aprendizado de Máquina , Fenômenos Fisiológicos Respiratórios , Sistema Respiratório/crescimento & desenvolvimento , Fatores Etários , Animais , Animais Recém-Nascidos , Camundongos , Camundongos Endogâmicos C57BL , Pletismografia , Volume de Ventilação Pulmonar/fisiologia
14.
J Comp Neurol ; 529(10): 2464-2483, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-33410136

RESUMO

Evaluation of reactive astrogliosis by neuroanatomical assays represents a common experimental outcome for neuroanatomists. The literature demonstrates several conflicting results as to the accuracy of such measures. We posited that the diverging results within the neuroanatomy literature were due to suboptimal analytical workflows in addition to astrocyte regional heterogeneity. We therefore generated an automated segmentation workflow to extract features of glial fibrillary acidic protein (GFAP) and aldehyde dehydrogenase family 1, member L1 (ALDH1L1) labeled astrocytes with and without neuroinflammation. We achieved this by capturing multiplexed immunofluorescent confocal images of mouse brains treated with either vehicle or lipopolysaccharide (LPS) followed by implementation of our workflows. Using classical image analysis techniques focused on pixel intensity only, we were unable to identify differences between vehicle-treated and LPS-treated animals. However, when utilizing machine learning-based algorithms, we were able to (1) accurately predict which objects were derived from GFAP or ALDH1L1-stained images indicating that GFAP and ALDH1L1 highlight distinct morphological aspects of astrocytes, (2) we could predict which neuroanatomical region the segmented GFAP or ALDH1L1 object had been derived from, indicating that morphological features of astrocytes change as a function of neuroanatomical location. (3) We discovered a statistically significant, albeit not highly accurate, prediction of which objects had come from LPS versus vehicle-treated animals, indicating that although features exist capable of distinguishing LPS-treated versus vehicle-treated GFAP and ALDH1L1-segmented objects, that significant overlap between morphologies exists. We further determined that for most classification scenarios, nonlinear models were required for improved treatment class designations. We propose that unbiased automated image analysis techniques coupled with well-validated machine learning tools represent highly useful models capable of providing insights into neuroanatomical assays.


Assuntos
Astrócitos , Processamento de Imagem Assistida por Computador/métodos , Aprendizado de Máquina , Animais , Imunofluorescência/métodos , Gliose/patologia , Camundongos , Microscopia Confocal/métodos
15.
Brain Pathol ; 31(1): 84-102, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32654284

RESUMO

Congenital central hypoventilation syndrome (CCHS) represents a rare genetic disorder usually caused by mutations in the homeodomain transcription factor PHOX2B. Some CCHS patients suffer mainly from deficiencies in CO2 and/or O2 respiratory chemoreflex, whereas other patients present with full apnea shortly after birth. Our goal was to identify the neuropathological mechanisms of apneic presentations in CCHS. In the developing murine neuroepithelium, Phox2b is expressed in three discrete progenitor domains across the dorsal-ventral axis, with different domains responsible for producing unique autonomic or visceral motor neurons. Restricting the expression of mutant Phox2b to the ventral visceral motor neuron domain induces marked newborn apnea together with a significant loss of visceral motor neurons, RTN ablation, and preBötzinger complex dysfunction. This finding suggests that the observed apnea develops through non-cell autonomous developmental mechanisms. Mutant Phox2b expression in dorsal rhombencephalic neurons did not generate significant respiratory dysfunction, but did result in subtle metabolic thermoregulatory deficiencies. We confirm the expression of a novel murine Phox2b splice variant which shares exons 1 and 2 with the more widely studied Phox2b splice variant, but which differs in exon 3 where most CCHS mutations occur. We also show that mutant Phox2b expression in the visceral motor neuron progenitor domain increases cell proliferation at the expense of visceral motor neuron development. We propose that visceral motor neurons may function as organizers of brainstem respiratory neuron development, and that disruptions in their development result in secondary/non-cell autonomous maldevelopment of key brainstem respiratory neurons.


Assuntos
Apneia/fisiopatologia , Proteínas de Homeodomínio/metabolismo , Hipoventilação/congênito , Neurônios Motores/metabolismo , Neurogênese/fisiologia , Apneia do Sono Tipo Central/fisiopatologia , Fatores de Transcrição/metabolismo , Animais , Animais Recém-Nascidos , Apneia/etiologia , Modelos Animais de Doenças , Hipoventilação/complicações , Hipoventilação/fisiopatologia , Camundongos , Fenótipo , Apneia do Sono Tipo Central/complicações
16.
J Neurosci Res ; 88(14): 3161-70, 2010 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-20818775

RESUMO

Injection into the injured spinal cord of peptide amphiphile (PA) molecules that self-assemble and display the laminin epitope IKVAV at high density improved functional recovery after spinal cord injury (SCI) in two different species, rat and mouse, and in two different injury models, contusion and compression. The improvement required the IKVAV epitope and was not observed with the injection of an amphiphile displaying a nonbioactive sequence. To explore the mechanisms underlying these improvements, the number of serotonergic fibers in the lesioned spinal cord was compared in animals receiving the IKVAV-PA, a nonbioactive PA (PA control), or sham injection. Serotonergic fibers were distributed equally in all three groups rostral to the injury but showed a significantly higher density caudal to the injury site in the IKVAV PA-injected group. Furthermore, this difference was not present in the subacute phase following injury but appeared in the chronically injured cord. The IKVAV PA-injected groups also trended higher both in the total number neurons adjacent to the lesion and in the number of long propriospinal tract connections from the thoracic to the lumbar cord. IKVAV PA injection did not alter myelin thickness, total axon number caudal to the lesion, axon size distribution, or total axon area. Serotonin can promote stepping even in complete transection models, so the improved function produced by the IKVAV PA treatment may reflect the increased serotonergic innervation caudal to the lesion in addition to the previously demonstrated regeneration of motor and sensory axons through the lesion.


Assuntos
Fibras Nervosas/efeitos dos fármacos , Plasticidade Neuronal/efeitos dos fármacos , Serotonina/fisiologia , Traumatismos da Medula Espinal/tratamento farmacológico , Tensoativos/farmacologia , Animais , Contagem de Células , Modelos Animais de Doenças , Feminino , Laminina/administração & dosagem , Laminina/fisiologia , Camundongos , Camundongos da Linhagem 129 , Nanofibras , Fibras Nervosas/fisiologia , Regeneração Nervosa/efeitos dos fármacos , Regeneração Nervosa/fisiologia , Plasticidade Neuronal/fisiologia , Fragmentos de Peptídeos/administração & dosagem , Peptídeos/administração & dosagem , Ratos , Ratos Long-Evans , Traumatismos da Medula Espinal/metabolismo
17.
Biosens Bioelectron ; 151: 111975, 2020 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-31999582

RESUMO

Central chemoreception is the process whereby the brainstem senses blood gas levels and adjusts homeostatic functions such as breathing and cardiovascular tone accordingly. Rodent evidence suggests that the retrotrapezoid nucleus (RTN) is a master regulator of central chemoreception, in particular, through direct sensation of acidosis induced by CO2 levels. The oscillatory dynamics caused by pH changes as sensed by the RTN surface and its relationship to the fluctuations in cation flux is not clearly understood due to the current limitations of electrophysiology tools and this article presents our investigations to address this need. A cation selective sensor fabricated from polypyrrole doped with dodecyl benzenesulfonate (PPy (DBS)) is placed over RTN in an ex-vivo en bloc brain and changes in cation concentration in the diffusion limited region above the RTN is measured due to changes in externally imposed basal pH. The novelty of this technique lies in its feasibility to detect cation fluxes from the cells in the RTN region without having to access either sides of the cell membrane. Owing to the placement of the sensor in close proximity to the tissue, we refer to this technique as near-field electrophysiology. It is observed that lowering the pH in the physiological range (7.4-7.2) results in a significant increase in cation concentration in the vicinity of RTN with a median value of ~5 µM. The utilization of such quantifiable measurement techniques to detect sub-threshold brain activity may help provide a platform for future neural network architectures. Findings from this paper present a quantifiable, sensitive, and robust electrophysiology technique with minimal damage to the underlying tissue.


Assuntos
Técnicas Biossensoriais , Cátions/isolamento & purificação , Fenômenos Eletrofisiológicos , Trifosfato de Adenosina/química , Dióxido de Carbono/química , Cátions/química , Núcleo Celular/química , Humanos , Concentração de Íons de Hidrogênio
18.
Brain Pathol ; 30(5): 926-944, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32497400

RESUMO

Emerging evidence from multiple studies indicates that Parkinson's disease (PD) patients suffer from a spectrum of autonomic and respiratory motor deficiencies in addition to the classical motor symptoms attributed to substantia nigra degeneration of dopaminergic neurons. Animal models of PD show a decrease in the resting respiratory rate as well as a decrease in the number of Phox2b-expressing retrotrapezoid nucleus (RTN) neurons. The aim of this study was to determine the extent to which substantia nigra pars compact (SNc) degeneration induced RTN biomolecular changes and to identify the extent to which RTN pharmacological or optogenetic stimulations rescue respiratory function following PD-induction. SNc degeneration was achieved in adult male Wistar rats by bilateral striatal 6-hydroxydopamine injection. For proteomic analysis, laser capture microdissection and pressure catapulting were used to isolate the RTN for subsequent comparative proteomic analysis and Ingenuity Pathway Analysis (IPA). The respiratory parameters were evaluated by whole-body plethysmography and electromyographic analysis of respiratory muscles. The results confirmed reduction in the number of dopaminergic neurons of SNc and respiratory rate in the PD-animals. Our proteomic data suggested extensive RTN remodeling, and that pharmacological or optogenetic stimulations of the diseased RTN neurons promoted rescued the respiratory deficiency. Our data indicate that despite neuroanatomical and biomolecular RTN pathologies, that RTN-directed interventions can rescue respiratory control dysfunction.


Assuntos
Neurônios/metabolismo , Doença de Parkinson/metabolismo , Insuficiência Respiratória/metabolismo , Animais , Encéfalo/metabolismo , Encéfalo/fisiologia , Corpo Estriado/metabolismo , Modelos Animais de Doenças , Perfilação da Expressão Gênica , Proteínas de Homeodomínio/metabolismo , Proteínas de Homeodomínio/fisiologia , Masculino , Vias Neurais/fisiologia , Neurônios/fisiologia , Parte Compacta da Substância Negra/metabolismo , Parte Compacta da Substância Negra/fisiologia , Proteômica , Ratos , Ratos Wistar , Respiração , Insuficiência Respiratória/terapia , Substância Negra/metabolismo , Fatores de Transcrição/metabolismo , Fatores de Transcrição/fisiologia
19.
J Neurosci ; 28(37): 9194-204, 2008 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-18784300

RESUMO

New neurons are added to the adult hippocampus throughout life and contribute to cognitive functions, including learning and memory. It remains unclear whether ongoing neurogenesis arises from self-renewing neural stem cells (NSCs) or from multipotential progenitor cells that cannot self-renew in the hippocampus. This is primarily based on observations that neural precursors derived from the subventricular zone (SVZ) can be passaged long term, whereas hippocampal subgranular zone (SGZ) precursors are rapidly depleted by passaging. We demonstrate here that high levels of bone morphogenetic protein (BMP) signaling occur in hippocampal but not SVZ precursors in vitro, and blocking BMP signaling with Noggin is sufficient to foster hippocampal cell self-renewal, proliferation, and multipotentiality using single-cell clonal analysis. Moreover, NSC maintenance requires continual Noggin exposure, which implicates BMPs as crucial regulators of NSC aging. In vivo, Noggin is expressed in the adult dentate gyrus and limits BMP signaling in proliferative cells of the SGZ. Transgenic Noggin overexpression in the SGZ increases multiple precursor cell populations but proportionally increases the glial fibrillary acidic protein-positive cell population at the expense of other precursors, suggesting that Noggin acts on NSCs in vivo. To confirm this, we used a dual thymidine analog paradigm to repeatedly label slowly dividing cells over a long duration. We find that small populations of label-retaining cells exist in the SGZ and that Noggin overexpression increases their numbers. Thus, we propose that the adult hippocampus contains a population of NSCs, which can be expanded both in vitro and in vivo by blocking BMP signaling.


Assuntos
Células-Tronco Adultas/fisiologia , Proteínas de Transporte/fisiologia , Hipocampo/citologia , Células-Tronco Adultas/efeitos dos fármacos , Análise de Variância , Animais , Proteína Morfogenética Óssea 4 , Proteínas Morfogenéticas Ósseas/genética , Proteínas Morfogenéticas Ósseas/farmacologia , Bromodesoxiuridina/metabolismo , Proteínas de Transporte/farmacologia , Diferenciação Celular/efeitos dos fármacos , Diferenciação Celular/fisiologia , Células Cultivadas , Desoxiuridina/análogos & derivados , Desoxiuridina/metabolismo , Proteína Glial Fibrilar Ácida/metabolismo , Idoxuridina/metabolismo , Peptídeos e Proteínas de Sinalização Intercelular/farmacologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Proteínas Associadas aos Microtúbulos/metabolismo , Molécula L1 de Adesão de Célula Nervosa/metabolismo , Proteínas de Neurofilamentos/metabolismo , Inibidores da Síntese de Ácido Nucleico/farmacologia , Antígenos O/metabolismo , Fosfopiruvato Hidratase/genética , Ácidos Siálicos/metabolismo , Telomerase/metabolismo
20.
J Neurosci ; 28(14): 3814-23, 2008 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-18385339

RESUMO

Peptide amphiphile (PA) molecules that self-assemble in vivo into supramolecular nanofibers were used as a therapy in a mouse model of spinal cord injury (SCI). Because self-assembly of these molecules is triggered by the ionic strength of the in vivo environment, nanoscale structures can be created within the extracellular spaces of the spinal cord by simply injecting a liquid. The molecules are designed to form cylindrical nanofibers that display to cells in the spinal cord the laminin epitope IKVAV at nearly van der Waals density. IKVAV PA nanofibers are known to inhibit glial differentiation of cultured neural stem cells and to promote neurite outgrowth from cultured neurons. In this work, in vivo treatment with the PA after SCI reduced astrogliosis, reduced cell death, and increased the number of oligodendroglia at the site of injury. Furthermore, the nanofibers promoted regeneration of both descending motor fibers and ascending sensory fibers through the lesion site. Treatment with the PA also resulted in significant behavioral improvement. These observations demonstrate that it is possible to inhibit glial scar formation and to facilitate regeneration after SCI using bioactive three-dimensional nanostructures displaying high densities of neuroactive epitopes on their surfaces.


Assuntos
Axônios/efeitos dos fármacos , Laminina/uso terapêutico , Neuroglia/efeitos dos fármacos , Fragmentos de Peptídeos/uso terapêutico , Traumatismos da Medula Espinal , Análise de Variância , Animais , Apoptose/efeitos dos fármacos , Axônios/fisiologia , Caspase 3/metabolismo , Cicatriz/tratamento farmacológico , Diagnóstico por Imagem/métodos , Modelos Animais de Doenças , Feminino , Proteína Glial Fibrilar Ácida/metabolismo , Gliose/tratamento farmacológico , Laminina/metabolismo , Camundongos , Neurônios Motores/patologia , Regeneração Nervosa/efeitos dos fármacos , Fragmentos de Peptídeos/metabolismo , Recuperação de Função Fisiológica/efeitos dos fármacos , Traumatismos da Medula Espinal/tratamento farmacológico , Traumatismos da Medula Espinal/patologia , Traumatismos da Medula Espinal/fisiopatologia , Fatores de Tempo
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