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1.
Artigo em Inglês | MEDLINE | ID: mdl-38692833

RESUMO

Mammalian astrocytes have regional roles within the brain parenchyma. Indeed, the notion that astrocytes are molecularly heterogeneous could help explain how the central nervous system (CNS) retains embryonic positional information through development into specialized regions into adulthood. A growing body of evidence supports the concept of morphological and molecular differences between astrocytes in different brain regions, which might relate to their derivation from regionally patterned radial glia and/or local neuron inductive cues. Here, we review evidence for regionally encoded functions of astrocytes to provide an integrated concept on lineage origins and heterogeneity to understand regional brain organization, as well as emerging technologies to identify and further investigate novel roles for astrocytes.

2.
Cell ; 187(4): 814-830.e23, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38364788

RESUMO

Myelin, the insulating sheath that surrounds neuronal axons, is produced by oligodendrocytes in the central nervous system (CNS). This evolutionary innovation, which first appears in jawed vertebrates, enabled rapid transmission of nerve impulses, more complex brains, and greater morphological diversity. Here, we report that RNA-level expression of RNLTR12-int, a retrotransposon of retroviral origin, is essential for myelination. We show that RNLTR12-int-encoded RNA binds to the transcription factor SOX10 to regulate transcription of myelin basic protein (Mbp, the major constituent of myelin) in rodents. RNLTR12-int-like sequences (which we name RetroMyelin) are found in all jawed vertebrates, and we further demonstrate their function in regulating myelination in two different vertebrate classes (zebrafish and frogs). Our study therefore suggests that retroviral endogenization played a prominent role in the emergence of vertebrate myelin.


Assuntos
Bainha de Mielina , Retroelementos , Animais , Expressão Gênica , Bainha de Mielina/metabolismo , Oligodendroglia/metabolismo , Retroelementos/genética , RNA/metabolismo , Peixe-Zebra/genética , Anuros
3.
Neurology ; 100(12): e1234-e1247, 2023 03 21.
Artigo em Inglês | MEDLINE | ID: mdl-36599696

RESUMO

BACKGROUND AND OBJECTIVES: BRAT1 encephalopathy is an ultra-rare autosomal recessive neonatal encephalopathy. We delineate the neonatal electroclinical phenotype at presentation and provide insights for early diagnosis. METHODS: Through a multinational collaborative, we studied a cohort of neonates with encephalopathy associated with biallelic pathogenic variants in BRAT1 for whom detailed clinical, neurophysiologic, and neuroimaging information was available from the onset of symptoms. Neuropathologic changes were also analyzed. RESULTS: We included 19 neonates. Most neonates were born at term (16/19) from nonconsanguineous parents. 15/19 (79%) were admitted soon after birth to a neonatal intensive care unit, exhibiting multifocal myoclonus, both spontaneous and exacerbated by stimulation. 7/19 (37%) had arthrogryposis at birth, and all except 1 progressively developed hypertonia in the first week of life. Multifocal myoclonus, which was present in all but 1 infant, was the most prominent manifestation and did not show any EEG correlate in 16/19 (84%). Video-EEG at onset was unremarkable in 14/19 (74%) infants, and 6 (33%) had initially been misdiagnosed with hyperekplexia. Multifocal seizures were observed at a median age of 14 days (range: 1-29). During the first months of life, all infants developed progressive encephalopathy, acquired microcephaly, prolonged bouts of apnea, and bradycardia, leading to cardiac arrest and death at a median age of 3.5 months (range: 20 days to 30 months). Only 7 infants (37%) received a definite diagnosis before death, at a median age of 34 days (range: 25-126), and almost two-thirds (12/19, 63%) were diagnosed 8 days to 12 years postmortem (median: 6.5 years). Neuropathology examination, performed in 3 patients, revealed severely delayed myelination and diffuse astrogliosis, sparing the upper cortical layers. DISCUSSION: BRAT1 encephalopathy is a neonatal-onset, rapidly progressive neurologic disorder. Neonates are often misdiagnosed as having hyperekplexia, and many die undiagnosed. The key phenotypic features are multifocal myoclonus, an organized EEG, progressive, persistent, and diffuse hypertonia, and an evolution into refractory multifocal seizures, prolonged bouts of apnea, bradycardia, and early death. Early recognition of BRAT1 encephalopathy allows for prompt workup, appropriate management, and genetic counseling.


Assuntos
Encefalopatias , Hiperecplexia , Mioclonia , Humanos , Apneia , Bradicardia , Encefalopatias/diagnóstico , Encefalopatias/genética , Convulsões/genética , Fenótipo , Hipertonia Muscular , Proteínas Nucleares/genética
4.
J Clin Invest ; 133(7)2023 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-36719741

RESUMO

Multiple sclerosis (MS) is a progressive inflammatory demyelinating disease of the CNS. Increasing evidence suggests that vulnerable neurons in MS exhibit fatal metabolic exhaustion over time, a phenomenon hypothesized to be caused by chronic hyperexcitability. Axonal Kv7 (outward-rectifying) and oligodendroglial Kir4.1 (inward-rectifying) potassium channels have important roles in regulating neuronal excitability at and around the nodes of Ranvier. Here, we studied the spatial and functional relationship between neuronal Kv7 and oligodendroglial Kir4.1 channels and assessed the transcriptional and functional signatures of cortical and retinal projection neurons under physiological and inflammatory demyelinating conditions. We found that both channels became dysregulated in MS and experimental autoimmune encephalomyelitis (EAE), with Kir4.1 channels being chronically downregulated and Kv7 channel subunits being transiently upregulated during inflammatory demyelination. Further, we observed that pharmacological Kv7 channel opening with retigabine reduced neuronal hyperexcitability in human and EAE neurons, improved clinical EAE signs, and rescued neuronal pathology in oligodendrocyte-Kir4.1-deficient (OL-Kir4.1-deficient) mice. In summary, our findings indicate that neuron-OL compensatory interactions promoted resilience through Kv7 and Kir4.1 channels and identify pharmacological activation of nodal Kv7 channels as a neuroprotective strategy against inflammatory demyelination.


Assuntos
Encefalomielite Autoimune Experimental , Esclerose Múltipla , Camundongos , Animais , Humanos , Nós Neurofibrosos/metabolismo , Potássio/metabolismo , Neurônios/metabolismo , Oligodendroglia/metabolismo , Encefalomielite Autoimune Experimental/genética , Encefalomielite Autoimune Experimental/metabolismo , Esclerose Múltipla/genética , Esclerose Múltipla/metabolismo
5.
Neuron ; 110(23): 3936-3951.e10, 2022 12 07.
Artigo em Inglês | MEDLINE | ID: mdl-36174572

RESUMO

Zika virus (ZIKV) can infect human developing brain (HDB) progenitors resulting in epidemic microcephaly, whereas analogous cellular tropism offers treatment potential for the adult brain cancer, glioblastoma (GBM). We compared productive ZIKV infection in HDB and GBM primary tissue explants that both contain SOX2+ neural progenitors. Strikingly, although the HDB proved uniformly vulnerable to ZIKV infection, GBM was more refractory, and this correlated with an innate immune expression signature. Indeed, GBM-derived CD11b+ microglia/macrophages were necessary and sufficient to protect progenitors against ZIKV infection in a non-cell autonomous manner. Using SOX2+ GBM cell lines, we found that CD11b+-conditioned medium containing type 1 interferon beta (IFNß) promoted progenitor resistance to ZIKV, whereas inhibition of JAK1/2 signaling restored productive infection. Additionally, CD11b+ conditioned medium, and IFNß treatment rendered HDB progenitor lines and explants refractory to ZIKV. These findings provide insight into neuroprotection for HDB progenitors as well as enhanced GBM oncolytic therapies.


Assuntos
Infecção por Zika virus , Zika virus , Humanos , Células Mieloides , Células-Tronco , Interferons
6.
Development ; 149(20)2022 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-35748297

RESUMO

Oligodendrocytes, the myelinating cells of the central nervous system, possess great potential for disease modeling and cell transplantation-based therapies for leukodystrophies. However, caveats to oligodendrocyte differentiation protocols ( Ehrlich et al., 2017; Wang et al., 2013; Douvaras and Fossati, 2015) from human embryonic stem and induced pluripotent stem cells (iPSCs), which include slow and inefficient differentiation, and tumorigenic potential of contaminating undifferentiated pluripotent cells, are major bottlenecks towards their translational utility. Here, we report the rapid generation of human oligodendrocytes by direct lineage conversion of human dermal fibroblasts (HDFs). We show that the combination of the four transcription factors OLIG2, SOX10, ASCL1 and NKX2.2 is sufficient to convert HDFs to induced oligodendrocyte precursor cells (iOPCs). iOPCs resemble human primary and iPSC-derived OPCs based on morphology and transcriptomic analysis. Importantly, iOPCs can differentiate into mature myelinating oligodendrocytes in vitro and in vivo. Finally, iOPCs derived from patients with Pelizaeus Merzbacher disease, a hypomyelinating leukodystrophy caused by mutations in the proteolipid protein 1 (PLP1) gene, showed increased cell death compared with iOPCs from healthy donors. Thus, human iOPCs generated by direct lineage conversion represent an attractive new source for human cell-based disease models and potentially myelinating cell grafts.


Assuntos
Células-Tronco Pluripotentes Induzidas , Doença de Pelizaeus-Merzbacher , Diferenciação Celular/fisiologia , Fibroblastos , Humanos , Células-Tronco Pluripotentes Induzidas/metabolismo , Oligodendroglia/metabolismo , Doença de Pelizaeus-Merzbacher/genética , Doença de Pelizaeus-Merzbacher/metabolismo , Doença de Pelizaeus-Merzbacher/terapia
7.
Nat Genet ; 54(9): 1293-1304, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35654973

RESUMO

The substantial phenotypic heterogeneity in autism limits our understanding of its genetic etiology. To address this gap, here we investigated genetic differences between autistic individuals (nmax = 12,893) based on core and associated features of autism, co-occurring developmental disabilities and sex. We conducted a comprehensive factor analysis of core autism features in autistic individuals and identified six factors. Common genetic variants were associated with the core factors, but de novo variants were not. We found that higher autism polygenic scores (PGS) were associated with lower likelihood of co-occurring developmental disabilities in autistic individuals. Furthermore, in autistic individuals without co-occurring intellectual disability (ID), autism PGS are overinherited by autistic females compared to males. Finally, we observed higher SNP heritability for autistic males and for autistic individuals without ID. Deeper phenotypic characterization will be critical in determining how the complex underlying genetics shape cognition, behavior and co-occurring conditions in autism.


Assuntos
Transtorno do Espectro Autista , Transtorno Autístico , Deficiência Intelectual , Transtorno do Espectro Autista/genética , Transtorno Autístico/genética , Cognição , Feminino , Humanos , Deficiência Intelectual/genética , Masculino
8.
HGG Adv ; 3(3): 100113, 2022 Jul 14.
Artigo em Inglês | MEDLINE | ID: mdl-35586607

RESUMO

To facilitate early deployment of whole-genome sequencing (WGS) for severely ill children, a standardized pipeline for WGS analysis with timely turnaround and primary care pediatric uptake is needed. We developed a bioinformatics pipeline for comprehensive gene-agnostic trio WGS analysis of children suspected of having an undiagnosed monogenic disease that included detection and interpretation of primary genetic mechanisms of disease, including SNVs/indels, CNVs/SVs, uniparental disomy (UPD), imprinted genes, short tandem repeat expansions, mobile element insertions, SMN1/2 copy number calling, and mitochondrial genome variants. We assessed primary care practitioner experience and competence in a large cohort of 521 families (comprising 90% WGS trios). Children were identified by primary practitioners for recruitment, and we used the UK index of multiple deprivation to confirm lack of patient socio-economic status ascertainment bias. Of the 521 children sequenced, 176 (34%) received molecular diagnoses, with rates as high as 45% for neurology clinics. Twenty-three of the diagnosed cases (13%) required bespoke methods beyond routine SNV/CNV analysis. In our multidisciplinary clinician user experience assessment, both pediatricians and clinical geneticists expressed strong support for rapid WGS early in the care pathway, but requested further training in determining patient selection, consenting, and variant interpretation. Rapid trio WGS provides an efficacious single-pass screening test for children when deployed by primary practitioners in clinical settings that carry high a priori risk for rare pediatric disease presentations.

9.
JAMA Neurol ; 79(4): 405-413, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35254387

RESUMO

IMPORTANCE: Infants with hypotonia can present with a variety of potentially severe clinical signs and symptoms and often require invasive testing and multiple procedures. The wide range of clinical presentations and potential etiologies leaves diagnosis and prognosis uncertain, underscoring the need for rapid elucidation of the underlying genetic cause of disease. OBSERVATIONS: The clinical application of exome sequencing or genome sequencing has dramatically improved the timely yield of diagnostic testing for neonatal hypotonia, with diagnostic rates of greater than 50% in academic neonatal intensive care units (NICUs) across Australia, Canada, the UK, and the US, which compose the International Precision Child Health Partnership (IPCHiP). A total of 74% (17 of 23) of patients had a change in clinical care in response to genetic diagnosis, including 2 patients who received targeted therapy. This narrative review discusses the common causes of neonatal hypotonia, the relative benefits and limitations of available testing modalities used in NICUs, and hypotonia management recommendations. CONCLUSIONS AND RELEVANCE: This narrative review summarizes the causes of neonatal hypotonia and the benefits of prompt genetic diagnosis, including improved prognostication and identification of targeted treatments which can improve the short-term and long-term outcomes. Institutional resources can vary among different NICUs; as a result, consideration should be given to rule out a small number of relatively unique conditions for which rapid targeted genetic testing is available. Nevertheless, the consensus recommendation is to use rapid genome or exome sequencing as a first-line testing option for NICU patients with unexplained hypotonia. As part of the IPCHiP, this diagnostic experience will be collected in a central database with the goal of advancing knowledge of neonatal hypotonia and improving evidence-based practice.


Assuntos
Unidades de Terapia Intensiva Neonatal , Hipotonia Muscular , Criança , Consenso , Testes Genéticos/métodos , Humanos , Lactente , Recém-Nascido , Estudos Multicêntricos como Assunto , Hipotonia Muscular/diagnóstico , Hipotonia Muscular/genética , Sequenciamento do Exoma/métodos
10.
Glia ; 69(12): 2812-2827, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34396578

RESUMO

Glutamine synthetase (GS) is a key enzyme that metabolizes glutamate into glutamine. While GS is highly enriched in astrocytes, expression in other glial lineages has been noted. Using a combination of reporter mice and cell type-specific markers, we show that GS is expressed in myelinating oligodendrocytes (OL) but not oligodendrocyte progenitor cells of the mouse and human ventral spinal cord. To investigate the role of GS in mature OL, we used a conditional knockout (cKO) approach to selectively delete GS-encoding gene (Glul) in OL, which caused a significant decrease in glutamine levels on mouse spinal cord extracts. GS cKO mice (CNP-cre+ :Glulfl/fl ) showed no differences in motor neuron numbers, size or axon density; OL differentiation and myelination in the ventral spinal cord was normal up to 6 months of age. Interestingly, GS cKO mice showed a transient and specific decrease in peak force while locomotion and motor coordination remained unaffected. Last, GS expression in OL was increased in chronic pathological conditions in both mouse and humans. We found a disease-stage dependent increase of OL expressing GS in the ventral spinal cord of SOD1(G93A) mouse model of amyotrophic lateral sclerosis. Moreover, we showed that GLUL transcripts levels were increased in OL in leukocortical tissue from multiple sclerosis but not control patients. These findings provide evidence towards OL-encoded GS function in spinal cord sensorimotor axis, which is dysregulated in chronic neurological diseases.


Assuntos
Esclerose Lateral Amiotrófica , Glutamato-Amônia Ligase , Oligodendroglia , Medula Espinal , Esclerose Lateral Amiotrófica/patologia , Animais , Modelos Animais de Doenças , Glutamato-Amônia Ligase/genética , Glutamato-Amônia Ligase/metabolismo , Humanos , Camundongos , Camundongos Transgênicos , Neurônios Motores/patologia , Oligodendroglia/metabolismo , Medula Espinal/metabolismo , Superóxido Dismutase/genética , Superóxido Dismutase/metabolismo
11.
Cell Rep ; 36(2): 109362, 2021 07 13.
Artigo em Inglês | MEDLINE | ID: mdl-34260928

RESUMO

The mediobasal hypothalamus (MBH; arcuate nucleus of the hypothalamus [ARH] and median eminence [ME]) is a key nutrient sensing site for the production of the complex homeostatic feedback responses required for the maintenance of energy balance. Here, we show that refeeding after an overnight fast rapidly triggers proliferation and differentiation of oligodendrocyte progenitors, leading to the production of new oligodendrocytes in the ME specifically. During this nutritional paradigm, ME perineuronal nets (PNNs), emerging regulators of ARH metabolic functions, are rapidly remodeled, and this process requires myelin regulatory factor (Myrf) in oligodendrocyte progenitors. In genetically obese ob/ob mice, nutritional regulations of ME oligodendrocyte differentiation and PNN remodeling are blunted, and enzymatic digestion of local PNN increases food intake and weight gain. We conclude that MBH PNNs are required for the maintenance of energy balance in lean mice and are remodeled in the adult ME by the nutritional control of oligodendrocyte differentiation.


Assuntos
Diferenciação Celular , Eminência Mediana/citologia , Rede Nervosa/fisiologia , Fenômenos Fisiológicos da Nutrição , Oligodendroglia/citologia , Adulto , Animais , Linhagem da Célula , Proliferação de Células , Humanos , Masculino , Alvo Mecanístico do Complexo 1 de Rapamicina/metabolismo , Camundongos Endogâmicos C57BL , Oligodendroglia/ultraestrutura , Análise de Célula Única , Transcriptoma/genética
12.
Pediatr Res ; 90(6): 1161-1170, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-33654279

RESUMO

BACKGROUND: Neonatal stroke affects 1 in 2800 live births and is a major cause of neurological injury. The Sonic hedgehog (Shh) signaling pathway is critical for central nervous system (CNS) development and has neuroprotective and reparative effects in different CNS injury models. Previous studies have demonstrated beneficial effects of small molecule Shh-Smoothened agonist (SAG) against neonatal cerebellar injury and it improves Down syndrome-related brain structural deficits in mice. Here we investigated SAG neuroprotection in rat models of neonatal ischemia-reperfusion (stroke) and adult focal white matter injury. METHODS: We used transient middle cerebral artery occlusion at P10 and ethidium bromide (EB) injection in adult rats to induce damage. Following surgery and SAG or vehicle treatment, we analyzed tissue loss, cell proliferation and fate, and behavioral outcome. RESULTS: We report that a single dose of SAG administered following neonatal stroke preserved brain volume, reduced gliosis, enhanced oligodendrocyte progenitor cell (OPC) and EC proliferation, and resulted in long-term cognitive improvement. Single-dose SAG also promoted proliferation of OPCs following focal demyelination in the adult rat. CONCLUSIONS: These findings indicate benefit of one-time SAG treatment post insult in reducing brain injury and improving behavioral outcome after experimental neonatal stroke. IMPACT: A one-time dose of small molecule Sonic hedgehog agonist protected against neonatal stroke and improved long-term behavioral outcomes in a rat model. This study extends the use of Sonic hedgehog in treating developing brain injury, previously shown in animal models of Down syndrome and cerebellar injury. Sonic hedgehog agonist is one of the most promising therapies in treating neonatal stroke thanks to its safety profile and low dosage.


Assuntos
Proteínas Hedgehog/antagonistas & inibidores , Fármacos Neuroprotetores/uso terapêutico , Bibliotecas de Moléculas Pequenas/uso terapêutico , Acidente Vascular Cerebral/prevenção & controle , Animais , Comportamento Animal , Proliferação de Células , Modelos Animais de Doenças , Humanos , Recém-Nascido , Infarto da Artéria Cerebral Média/complicações , Camundongos , Ratos , Ratos Sprague-Dawley , Acidente Vascular Cerebral/etiologia
13.
Trends Immunol ; 42(3): 228-247, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33593693

RESUMO

Glial subtype diversity is an emerging topic in neurobiology and immune-mediated neurological diseases such as multiple sclerosis (MS). We discuss recent conceptual and technological advances that allow a better understanding of the transcriptomic and functional heterogeneity of oligodendrocytes (OLs), astrocytes, and microglial cells under inflammatory-demyelinating conditions. Recent single cell transcriptomic studies suggest the occurrence of novel homeostatic and reactive glial subtypes and provide insight into the molecular events during disease progression. Multiplexed RNA in situ hybridization has enabled 'mapping back' dysregulated gene expression to glial subtypes within the MS lesion microenvironment. These findings suggest novel homeostatic and reactive glial-cell-type functions both in immune-related processes and neuroprotection relevant to understanding the pathology of MS.


Assuntos
Esclerose Múltipla , Astrócitos , Humanos , Microglia , Neuroglia , Oligodendroglia
14.
Neuron ; 108(6): 1130-1145.e5, 2020 12 23.
Artigo em Inglês | MEDLINE | ID: mdl-33086038

RESUMO

Recent studies have indicated oligodendroglial-vascular crosstalk during brain development, but the underlying mechanisms are incompletely understood. We report that oligodendrocyte precursor cells (OPCs) contact sprouting endothelial tip cells in mouse, ferret, and human neonatal white matter. Using transgenic mice, we show that increased or decreased OPC density results in cognate changes in white matter vascular investment. Hypoxia induced increases in OPC numbers, vessel density and endothelial cell expression of the Wnt pathway targets Apcdd1 and Axin2 in white matter, suggesting paracrine OPC-endothelial signaling. Conditional knockout of OPC Wntless resulted in diminished white matter vascular growth in normoxia, whereas loss of Wnt7a/b function blunted the angiogenic response to hypoxia, resulting in severe white matter damage. These findings indicate that OPC-endothelial cell interactions regulate neonatal white matter vascular development in a Wnt-dependent manner and further suggest this mechanism is important in attenuating hypoxic injury.


Assuntos
Células Endoteliais/metabolismo , Hipóxia/metabolismo , Oligodendroglia/metabolismo , Substância Branca/irrigação sanguínea , Via de Sinalização Wnt/fisiologia , Animais , Proteína Axina/metabolismo , Diferenciação Celular/fisiologia , Endotélio Vascular/metabolismo , Furões , Humanos , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Proteínas de Membrana/metabolismo , Camundongos , Camundongos Transgênicos , Substância Branca/metabolismo
15.
Cell ; 182(3): 594-608.e11, 2020 08 06.
Artigo em Inglês | MEDLINE | ID: mdl-32679030

RESUMO

Human cerebral cortex size and complexity has increased greatly during evolution. While increased progenitor diversity and enhanced proliferative potential play important roles in human neurogenesis and gray matter expansion, the mechanisms of human oligodendrogenesis and white matter expansion remain largely unknown. Here, we identify EGFR-expressing "Pre-OPCs" that originate from outer radial glial cells (oRGs) and undergo mitotic somal translocation (MST) during division. oRG-derived Pre-OPCs provide an additional source of human cortical oligodendrocyte precursor cells (OPCs) and define a lineage trajectory. We further show that human OPCs undergo consecutive symmetric divisions to exponentially increase the progenitor pool size. Additionally, we find that the OPC-enriched gene, PCDH15, mediates daughter cell repulsion and facilitates proliferation. These findings indicate properties of OPC derivation, proliferation, and dispersion important for human white matter expansion and myelination.


Assuntos
Caderinas/metabolismo , Córtex Cerebral/citologia , Células Ependimogliais/metabolismo , Neurogênese/genética , Células Precursoras de Oligodendrócitos/metabolismo , Proteínas Relacionadas a Caderinas , Caderinas/genética , Proliferação de Células/genética , Células Cultivadas , Córtex Cerebral/embriologia , Córtex Cerebral/metabolismo , Células Ependimogliais/citologia , Receptores ErbB/genética , Receptores ErbB/metabolismo , Células HEK293 , Humanos , Imuno-Histoquímica , Células Precursoras de Oligodendrócitos/citologia , RNA Interferente Pequeno , RNA-Seq , Análise de Célula Única , Substância Branca/citologia , Substância Branca/embriologia , Substância Branca/metabolismo
16.
Phys Chem Chem Phys ; 22(26): 14976-14982, 2020 Jul 14.
Artigo em Inglês | MEDLINE | ID: mdl-32588846

RESUMO

Machine learning is a valuable tool in the development of chemical technologies but its applications into supramolecular chemistry have been limited. Here, the utility of kernel-based support vector machine learning using density functional theory calculations as training data is evaluated when used to predict equilibrium binding coefficients of small molecules with cucurbit[7]uril (CB[7]). We find that utilising SVMs may confer some predictive ability. This algorithm was then used to predict the binding of drugs TAK-580 and selumetinib. The algorithm did predict strong binding for TAK-580 and poor binding for selumetinib, and these results were experimentally validated. It was discovered that the larger homologue cucurbit[8]uril (CB[8]) is partial to selumetinib, suggesting an opportunity for tunable release by introducing different concentrations of CB[7] or CB[8] into a hydrogel depot. We qualitatively demonstrated that these drugs may have utility in combination against gliomas. Finally, mass transfer simulations show CB[7] can independently tune the release of TAK-580 without affecting selumetinib. This work gives specific evidence that a machine learning approach to recognition of small molecules by macrocycles has merit and reinforces the view that machine learning may prove valuable in the development of drug delivery systems and supramolecular chemistry more broadly.


Assuntos
Benzimidazóis/química , Hidrocarbonetos Aromáticos com Pontes/química , Compostos Heterocíclicos com 3 Anéis/química , Imidazóis/química , Teoria da Densidade Funcional , Modelos Químicos , Máquina de Vetores de Suporte
17.
Neuron ; 106(4): 607-623.e5, 2020 05 20.
Artigo em Inglês | MEDLINE | ID: mdl-32183943

RESUMO

Postnatal brain circuit assembly is driven by temporally regulated intrinsic and cell-extrinsic cues that organize neurogenesis, migration, and axo-dendritic specification in post-mitotic neurons. While cell polarity is an intrinsic organizer of morphogenic events, environmental cues in the germinal zone (GZ) instructing neuron polarization and their coupling during postnatal development are unclear. We report that oxygen tension, which rises at birth, and the von Hippel-Lindau (VHL)-hypoxia-inducible factor 1α (Hif1α) pathway regulate polarization and maturation of post-mitotic cerebellar granule neurons (CGNs). At early postnatal stages with low GZ vascularization, Hif1α restrains CGN-progenitor cell-cycle exit. Unexpectedly, cell-intrinsic VHL-Hif1α pathway activation also delays the timing of CGN differentiation, germinal zone exit, and migration initiation through transcriptional repression of the partitioning-defective (Pard) complex. As vascularization proceeds, these inhibitory mechanisms are downregulated, implicating increasing oxygen tension as a critical switch for neuronal polarization and cerebellar GZ exit.


Assuntos
Polaridade Celular/fisiologia , Cerebelo/crescimento & desenvolvimento , Cerebelo/fisiologia , Neurogênese/fisiologia , Neurônios/citologia , Animais , Diferenciação Celular/fisiologia , Feminino , Subunidade alfa do Fator 1 Induzível por Hipóxia/metabolismo , Masculino , Camundongos , Neurônios/metabolismo , Oxigênio , Transdução de Sinais/fisiologia , Proteína Supressora de Tumor Von Hippel-Lindau/metabolismo
18.
Nat Neurosci ; 23(4): 500-509, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32203496

RESUMO

Although the cerebral cortex is organized into six excitatory neuronal layers, it is unclear whether glial cells show distinct layering. In the present study, we developed a high-content pipeline, the large-area spatial transcriptomic (LaST) map, which can quantify single-cell gene expression in situ. Screening 46 candidate genes for astrocyte diversity across the mouse cortex, we identified superficial, mid and deep astrocyte identities in gradient layer patterns that were distinct from those of neurons. Astrocyte layer features, established in the early postnatal cortex, mostly persisted in adult mouse and human cortex. Single-cell RNA sequencing and spatial reconstruction analysis further confirmed the presence of astrocyte layers in the adult cortex. Satb2 and Reeler mutations that shifted neuronal post-mitotic development were sufficient to alter glial layering, indicating an instructive role for neuronal cues. Finally, astrocyte layer patterns diverged between mouse cortical regions. These findings indicate that excitatory neurons and astrocytes are organized into distinct lineage-associated laminae.


Assuntos
Astrócitos/citologia , Córtex Cerebral/citologia , Neurônios/citologia , Transcriptoma , Animais , Astrócitos/metabolismo , Mapeamento Encefálico , Córtex Cerebral/metabolismo , Humanos , Camundongos , Neurônios/metabolismo
19.
Neuron ; 105(5): 855-866.e5, 2020 03 04.
Artigo em Inglês | MEDLINE | ID: mdl-31924446

RESUMO

Recent interest in astrocyte activation states has raised the fundamental question of how these cells, normally essential for synapse and neuronal maintenance, become pathogenic. Here, we show that activation of the unfolded protein response (UPR), specifically phosphorylated protein kinase R-like endoplasmic reticulum (ER) kinase (PERK-P) signaling-a pathway that is widely dysregulated in neurodegenerative diseases-generates a distinct reactivity state in astrocytes that alters the astrocytic secretome, leading to loss of synaptogenic function in vitro. Further, we establish that the same PERK-P-dependent astrocyte reactivity state is harmful to neurons in vivo in mice with prion neurodegeneration. Critically, targeting this signaling exclusively in astrocytes during prion disease is alone sufficient to prevent neuronal loss and significantly prolongs survival. Thus, the astrocyte reactivity state resulting from UPR over-activation is a distinct pathogenic mechanism that can by itself be effectively targeted for neuroprotection.


Assuntos
Astrócitos/metabolismo , Fator de Iniciação 2B em Eucariotos/metabolismo , Doenças Neurodegenerativas/metabolismo , Doenças Priônicas/metabolismo , Sinapses/metabolismo , Resposta a Proteínas não Dobradas/fisiologia , eIF-2 Quinase/metabolismo , Animais , Estresse do Retículo Endoplasmático/efeitos dos fármacos , Inibidores Enzimáticos/farmacologia , Técnicas In Vitro , Memória , Camundongos , Fosforilação , Biossíntese de Proteínas , Proteína Fosfatase 1/genética , Proteína Fosfatase 1/metabolismo , Transdução de Sinais , Tapsigargina/farmacologia , Transcriptoma , Tunicamicina/farmacologia , Resposta a Proteínas não Dobradas/efeitos dos fármacos
20.
Cell Stem Cell ; 25(4): 531-541.e6, 2019 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-31585094

RESUMO

Pelizaeus-Merzbacher disease (PMD) is an X-linked leukodystrophy caused by mutations in Proteolipid Protein 1 (PLP1), encoding a major myelin protein, resulting in profound developmental delay and early lethality. Previous work showed involvement of unfolded protein response (UPR) and endoplasmic reticulum (ER) stress pathways, but poor PLP1 genotype-phenotype associations suggest additional pathogenetic mechanisms. Using induced pluripotent stem cell (iPSC) and gene-correction, we show that patient-derived oligodendrocytes can develop to the pre-myelinating stage, but subsequently undergo cell death. Mutant oligodendrocytes demonstrated key hallmarks of ferroptosis including lipid peroxidation, abnormal iron metabolism, and hypersensitivity to free iron. Iron chelation rescued mutant oligodendrocyte apoptosis, survival, and differentiationin vitro, and post-transplantation in vivo. Finally, systemic treatment of Plp1 mutant Jimpy mice with deferiprone, a small molecule iron chelator, reduced oligodendrocyte apoptosis and enabled myelin formation. Thus, oligodendrocyte iron-induced cell death and myelination is rescued by iron chelation in PMD pre-clinical models.


Assuntos
Deferiprona/uso terapêutico , Células-Tronco Pluripotentes Induzidas/fisiologia , Quelantes de Ferro/uso terapêutico , Ferro/metabolismo , Proteína Proteolipídica de Mielina/metabolismo , Oligodendroglia/fisiologia , Doença de Pelizaeus-Merzbacher/terapia , Animais , Diferenciação Celular , Células Cultivadas , Ferroptose , Humanos , Células-Tronco Pluripotentes Induzidas/efeitos dos fármacos , Células-Tronco Pluripotentes Induzidas/transplante , Peroxidação de Lipídeos , Camundongos , Camundongos Mutantes , Mutação/genética , Proteína Proteolipídica de Mielina/genética , Oligodendroglia/efeitos dos fármacos , Oligodendroglia/transplante , Doença de Pelizaeus-Merzbacher/genética , Doença de Pelizaeus-Merzbacher/patologia , Transplante de Células-Tronco , Reparo Gênico Alvo-Dirigido
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