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Thalamic dysfunction has been implicated in multiple psychiatric disorders. We sought to study the mechanisms by which abnormalities emerge in the context of the 22q11.2 microdeletion, which confers significant genetic risk for psychiatric disorders. We investigated early stages of human thalamus development using human pluripotent stem cell-derived organoids and show that the 22q11.2 microdeletion underlies widespread transcriptional dysregulation associated with psychiatric disorders in thalamic neurons and glia, including elevated expression of FOXP2. Using an organoid co-culture model, we demonstrate that the 22q11.2 microdeletion mediates an overgrowth of thalamic axons in a FOXP2-dependent manner. Finally, we identify ROBO2 as a candidate molecular mediator of the effects of FOXP2 overexpression on thalamic axon overgrowth. Together, our study suggests that early steps in thalamic development are dysregulated in a model of genetic risk for schizophrenia and contribute to neural phenotypes in 22q11.2 deletion syndrome.
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Síndrome de DiGeorge , Esquizofrenia , Humanos , Esquizofrenia/genética , Síndrome de DiGeorge/genética , Síndrome de DiGeorge/psicología , FenotipoRESUMEN
The thalamus plays a central coordinating role in the brain. Thalamic neurons are organized into spatially distinct nuclei, but the molecular architecture of thalamic development is poorly understood, especially in humans. To begin to delineate the molecular trajectories of cell fate specification and organization in the developing human thalamus, we used single-cell and multiplexed spatial transcriptomics. We show that molecularly defined thalamic neurons differentiate in the second trimester of human development and that these neurons organize into spatially and molecularly distinct nuclei. We identified major subtypes of glutamatergic neuron subtypes that are differentially enriched in anatomically distinct nuclei and six subtypes of γ-aminobutyric acid-mediated (GABAergic) neurons that are shared and distinct across thalamic nuclei.
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Neuronas GABAérgicas , Neurogénesis , Tálamo , Humanos , Núcleos Talámicos/citología , Núcleos Talámicos/crecimiento & desarrollo , Tálamo/citología , Tálamo/crecimiento & desarrollo , Neuronas GABAérgicas/fisiología , Femenino , Embarazo , Análisis de la Célula Individual , Segundo Trimestre del EmbarazoRESUMEN
The thalamus plays a central coordinating role in the brain. Thalamic neurons are organized into spatially-distinct nuclei, but the molecular architecture of thalamic development is poorly understood, especially in humans. To begin to delineate the molecular trajectories of cell fate specification and organization in the developing human thalamus, we used single cell and multiplexed spatial transcriptomics. Here we show that molecularly-defined thalamic neurons differentiate in the second trimester of human development, and that these neurons organize into spatially and molecularly distinct nuclei. We identify major subtypes of glutamatergic neuron subtypes that are differentially enriched in anatomically distinct nuclei. In addition, we identify six subtypes of GABAergic neurons that are shared and distinct across thalamic nuclei. One-Sentence Summary: Single cell and spatial profiling of the developing thalamus in the first and second trimester yields molecular mechanisms of thalamic nuclei development.
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Rubella virus is an important human pathogen that can cause neurological deficits in a developing fetus when contracted during pregnancy. Despite successful vaccination programs in the Americas and many developed countries, rubella remains endemic in many regions worldwide and outbreaks occur wherever population immunity is insufficient. Intense interest since rubella virus was first isolated in 1962 has advanced our understanding of clinical outcomes after infection disrupts key processes of fetal neurodevelopment. Yet it is still largely unknown which cell types in the developing brain are targeted. We show that in human brain slices, rubella virus predominantly infects microglia. This infection occurs in a heterogeneous population but not in a highly microglia-enriched monoculture in the absence of other cell types. By using an organoid-microglia model, we further demonstrate that rubella virus infection leads to a profound interferon response in non-microglial cells, including neurons and neural progenitor cells, and this response is attenuated by the presence of microglia.
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Células-Madre Neurales , Rubéola (Sarampión Alemán) , Embarazo , Femenino , Humanos , Virus de la Rubéola , Microglía , Rubéola (Sarampión Alemán)/epidemiología , Rubéola (Sarampión Alemán)/metabolismo , Células-Madre Neurales/metabolismo , Organoides/metabolismoRESUMEN
Most genetic studies consider autism spectrum disorder (ASD) and developmental disorder (DD) separately despite overwhelming comorbidity and shared genetic etiology. Here, we analyzed de novo variants (DNVs) from 15,560 ASD (6,557 from SPARK) and 31,052 DD trios independently and also combined as broader neurodevelopmental disorders (NDDs) using three models. We identify 615 NDD candidate genes (false discovery rate [FDR] < 0.05) supported by ≥1 models, including 138 reaching Bonferroni exome-wide significance (P < 3.64e-7) in all models. The genes group into five functional networks associating with different brain developmental lineages based on single-cell nuclei transcriptomic data. We find no evidence for ASD-specific genes in contrast to 18 genes significantly enriched for DD. There are 53 genes that show mutational bias, including enrichments for missense (n = 41) or truncating (n = 12) DNVs. We also find 10 genes with evidence of male- or female-bias enrichment, including 4 X chromosome genes with significant female burden (DDX3X, MECP2, WDR45, and HDAC8). This large-scale integrative analysis identifies candidates and functional subsets of NDD genes.
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Trastorno del Espectro Autista , Trastorno Autístico , Niño , Masculino , Femenino , Humanos , Trastorno Autístico/genética , Trastorno del Espectro Autista/genética , Discapacidades del Desarrollo/genética , Predisposición Genética a la Enfermedad , Exoma , Histona Desacetilasas/genética , Proteínas Represoras/genética , Proteínas Portadoras/genéticaRESUMEN
A cell's shape and motion represent fundamental aspects of cell identity and can be highly predictive of function and pathology. However, automated analysis of the morphodynamic states remains challenging for most cell types, especially primary human cells where genetic labeling may not be feasible. To enable automated and quantitative analysis of morphodynamic states, we developed DynaMorph-a computational framework that combines quantitative live cell imaging with self-supervised learning. To demonstrate the robustness and utility of this approach, we used DynaMorph to annotate morphodynamic states observed with label-free measurements of optical density and anisotropy of live microglia isolated from human brain tissue. These cells show complex behavior and have varied responses to disease-relevant perturbations. DynaMorph generates quantitative morphodynamic representations that can be used to compare the effects of the perturbations. Using DynaMorph, we identify distinct morphodynamic states of microglia polarization and detect rare transition events between states. The concepts and the methods presented here can facilitate automated discovery of functional states of diverse cellular systems.
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Encéfalo , Aprendizaje Automático Supervisado , Anisotropía , HumanosRESUMEN
Cerebrovascular diseases are a leading cause of death and neurologic disability. Further understanding of disease mechanisms and therapeutic strategies requires a deeper knowledge of cerebrovascular cells in humans. We profiled transcriptomes of 181,388 cells to define a cell atlas of the adult human cerebrovasculature, including endothelial cell molecular signatures with arteriovenous segmentation and expanded perivascular cell diversity. By leveraging this reference, we investigated cellular and molecular perturbations in brain arteriovenous malformations, which are a leading cause of stroke in young people, and identified pathologic endothelial transformations with abnormal vascular patterning and the ontology of vascularly derived inflammation. We illustrate the interplay between vascular and immune cells that contributes to brain hemorrhage and catalog opportunities for targeting angiogenic and inflammatory programs in vascular malformations.
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Vasos Sanguíneos/citología , Encéfalo/irrigación sanguínea , Malformaciones Arteriovenosas Intracraneales/patología , Transcriptoma , Adulto , Vasos Sanguíneos/patología , Vasos Sanguíneos/fisiología , Vasos Sanguíneos/fisiopatología , Células Cultivadas , Corteza Cerebral/irrigación sanguínea , Hemorragia Cerebral/patología , Hemorragia Cerebral/fisiopatología , Circulación Cerebrovascular , Células Endoteliales/citología , Células Endoteliales/patología , Células Endoteliales/fisiología , Fibroblastos/citología , Fibroblastos/fisiología , Humanos , Inflamación , Malformaciones Arteriovenosas Intracraneales/metabolismo , Monocitos/citología , Monocitos/fisiología , Músculo Liso Vascular/citología , Músculo Liso Vascular/patología , Músculo Liso Vascular/fisiología , Pericitos/citología , Pericitos/fisiología , RNA-Seq , Análisis de la Célula IndividualRESUMEN
During mammalian development, differences in chromatin state coincide with cellular differentiation and reflect changes in the gene regulatory landscape1. In the developing brain, cell fate specification and topographic identity are important for defining cell identity2 and confer selective vulnerabilities to neurodevelopmental disorders3. Here, to identify cell-type-specific chromatin accessibility patterns in the developing human brain, we used a single-cell assay for transposase accessibility by sequencing (scATAC-seq) in primary tissue samples from the human forebrain. We applied unbiased analyses to identify genomic loci that undergo extensive cell-type- and brain-region-specific changes in accessibility during neurogenesis, and an integrative analysis to predict cell-type-specific candidate regulatory elements. We found that cerebral organoids recapitulate most putative cell-type-specific enhancer accessibility patterns but lack many cell-type-specific open chromatin regions that are found in vivo. Systematic comparison of chromatin accessibility across brain regions revealed unexpected diversity among neural progenitor cells in the cerebral cortex and implicated retinoic acid signalling in the specification of neuronal lineage identity in the prefrontal cortex. Together, our results reveal the important contribution of chromatin state to the emerging patterns of cell type diversity and cell fate specification and provide a blueprint for evaluating the fidelity and robustness of cerebral organoids as a model for cortical development.
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Encéfalo/citología , Epigenómica , Neurogénesis , Análisis de la Célula Individual , Atlas como Asunto , Encéfalo/crecimiento & desarrollo , Encéfalo/metabolismo , Cromatina/química , Cromatina/genética , Cromatina/metabolismo , Susceptibilidad a Enfermedades , Elementos de Facilitación Genéticos , Humanos , Neuronas/citología , Neuronas/metabolismo , Organoides/citología , Tretinoina/metabolismoRESUMEN
Microglia are resident macrophages in the brain that emerge in early development and respond to the local environment by altering their molecular and phenotypic states. Fundamental questions about microglia diversity and function during development remain unanswered because we lack experimental strategies to interrogate their interactions with other cell types and responses to perturbations ex vivo. We compared human microglia states across culture models, including cultured primary and pluripotent stem cell-derived microglia. We developed a "report card" of gene expression signatures across these distinct models to facilitate characterization of their responses across experimental models, perturbations, and disease conditions. Xenotransplantation of human microglia into cerebral organoids allowed us to characterize key transcriptional programs of developing microglia in vitro and reveal that microglia induce transcriptional changes in neural stem cells and decrease interferon signaling response genes. Microglia additionally accelerate the emergence of synchronized oscillatory network activity in brain organoids by modulating synaptic density.
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Células Madre Pluripotentes Inducidas , Células-Madre Neurales , Encéfalo , Diferenciación Celular , Humanos , Microglía , Modelos Teóricos , OrganoidesRESUMEN
Sleep disturbances in autism and neurodevelopmental disorders are common and adversely affect patient's quality of life, yet the underlying mechanisms are understudied. We found that individuals with mutations in CHD8, among the highest-confidence autism risk genes, or CHD7 suffer from disturbed sleep maintenance. These defects are recapitulated in Drosophila mutants affecting kismet, the sole CHD8/CHD7 ortholog. We show that Kismet is required in glia for early developmental and adult sleep architecture. This role localizes to subperineurial glia constituting the blood-brain barrier. We demonstrate that Kismet-related sleep disturbances are caused by high serotonin during development, paralleling a well-established but genetically unsolved autism endophenotype. Despite their developmental origin, Kismet's sleep architecture defects can be reversed in adulthood by a behavioral regime resembling human sleep restriction therapy. Our findings provide fundamental insights into glial regulation of sleep and propose a causal mechanistic link between the CHD8/CHD7/Kismet family, developmental hyperserotonemia, and autism-associated sleep disturbances.
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Trastorno Autístico , Proteínas de Unión al ADN , Animales , Trastorno Autístico/genética , Barrera Hematoencefálica/metabolismo , ADN Helicasas/metabolismo , Proteínas de Unión al ADN/metabolismo , Drosophila/metabolismo , Neuroglía/metabolismo , Calidad de Vida , Serotonina , Sueño , Factores de Transcripción/metabolismoRESUMEN
BACKGROUND: With the increasing number of genomic sequencing studies, hundreds of genes have been implicated in neurodevelopmental disorders (NDDs). The rate of gene discovery far outpaces our understanding of genotype-phenotype correlations, with clinical characterization remaining a bottleneck for understanding NDDs. Most disease-associated Mendelian genes are members of gene families, and we hypothesize that those with related molecular function share clinical presentations. METHODS: We tested our hypothesis by considering gene families that have multiple members with an enrichment of de novo variants among NDDs, as determined by previous meta-analyses. One of these gene families is the heterogeneous nuclear ribonucleoproteins (hnRNPs), which has 33 members, five of which have been recently identified as NDD genes (HNRNPK, HNRNPU, HNRNPH1, HNRNPH2, and HNRNPR) and two of which have significant enrichment in our previous meta-analysis of probands with NDDs (HNRNPU and SYNCRIP). Utilizing protein homology, mutation analyses, gene expression analyses, and phenotypic characterization, we provide evidence for variation in 12 HNRNP genes as candidates for NDDs. Seven are potentially novel while the remaining genes in the family likely do not significantly contribute to NDD risk. RESULTS: We report 119 new NDD cases (64 de novo variants) through sequencing and international collaborations and combined with published clinical case reports. We consider 235 cases with gene-disruptive single-nucleotide variants or indels and 15 cases with small copy number variants. Three hnRNP-encoding genes reach nominal or exome-wide significance for de novo variant enrichment, while nine are candidates for pathogenic mutations. Comparison of HNRNP gene expression shows a pattern consistent with a role in cerebral cortical development with enriched expression among radial glial progenitors. Clinical assessment of probands (n = 188-221) expands the phenotypes associated with HNRNP rare variants, and phenotypes associated with variation in the HNRNP genes distinguishes them as a subgroup of NDDs. CONCLUSIONS: Overall, our novel approach of exploiting gene families in NDDs identifies new HNRNP-related disorders, expands the phenotypes of known HNRNP-related disorders, strongly implicates disruption of the hnRNPs as a whole in NDDs, and supports that NDD subtypes likely have shared molecular pathogenesis. To date, this is the first study to identify novel genetic disorders based on the presence of disorders in related genes. We also perform the first phenotypic analyses focusing on related genes. Finally, we show that radial glial expression of these genes is likely critical during neurodevelopment. This is important for diagnostics, as well as developing strategies to best study these genes for the development of therapeutics.
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Predisposición Genética a la Enfermedad , Ribonucleoproteínas Nucleares Heterogéneas/genética , Mutación/genética , Trastornos del Neurodesarrollo/genética , Encéfalo/metabolismo , Variaciones en el Número de Copia de ADN/genética , Regulación de la Expresión Génica , Estudios de Asociación Genética , Variación Genética , Ribonucleoproteínas Nucleares Heterogéneas/metabolismo , Humanos , Patrón de Herencia/genética , Mutación Missense/genética , Fenotipo , Procesamiento Postranscripcional del ARN/genética , Análisis de la Célula IndividualRESUMEN
Bumblebees are a diverse group of globally important pollinators in natural ecosystems and for agricultural food production. With both eusocial and solitary life-cycle phases, and some social parasite species, they are especially interesting models to understand social evolution, behavior, and ecology. Reports of many species in decline point to pathogen transmission, habitat loss, pesticide usage, and global climate change, as interconnected causes. These threats to bumblebee diversity make our reliance on a handful of well-studied species for agricultural pollination particularly precarious. To broadly sample bumblebee genomic and phenotypic diversity, we de novo sequenced and assembled the genomes of 17 species, representing all 15 subgenera, producing the first genus-wide quantification of genetic and genomic variation potentially underlying key ecological and behavioral traits. The species phylogeny resolves subgenera relationships, whereas incomplete lineage sorting likely drives high levels of gene tree discordance. Five chromosome-level assemblies show a stable 18-chromosome karyotype, with major rearrangements creating 25 chromosomes in social parasites. Differential transposable element activity drives changes in genome sizes, with putative domestications of repetitive sequences influencing gene coding and regulatory potential. Dynamically evolving gene families and signatures of positive selection point to genus-wide variation in processes linked to foraging, diet and metabolism, immunity and detoxification, as well as adaptations for life at high altitudes. Our study reveals how bumblebee genes and genomes have evolved across the Bombus phylogeny and identifies variations potentially linked to key ecological and behavioral traits of these important pollinators.
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Adaptación Biológica/genética , Abejas/genética , Evolución Biológica , Genoma de los Insectos , Animales , Uso de Codones , Elementos Transponibles de ADN , Dieta , Conducta Alimentaria , Componentes del Gen , Tamaño del Genoma , Selección GenéticaRESUMEN
BACKGROUND: Most previous studies of intersphincteric resection (ISR) adopted a two-stage procedure involving abdominal and transanal approaches. We performed completely abdominal ISR via open and a robot-assisted (RA) approaches as treatments for lower rectal cancer (LRC). The RA approach might enable deep dissection and facilitate ISR in patients with restrictive pelvic anatomy. METHODS: A consecutive cohort of 222 LRC patients who underwent completely abdominal ISR (RA ISR, n = 108; open ISR, n = 114) was enrolled prospectively, and their short-term outcomes were evaluated. RESULTS: In a multivariate analysis, ISR was performed more frequently in the RA than in the open group (82.6 vs. 67.9 %, p = 0.008). The number of harvested lymph nodes was >12 in both groups. A positive distal resection margin was not observed in either group, and a positive circumferential resection margin was found in one patient in the RA group. Overall morbidity did not differ between the groups. Moderate to severe sexual dysfunction occurred 2.7-fold more frequently in the open group (p = 0.023) among male patients ≤65 years. Mean Wexner's fecal incontinence scores at postoperative months 6 and 12 were greater in the open group than in the RA group (p < 0.05). CONCLUSIONS: Completely abdominal ISR may be feasible in the treatment of LRC, based on a short-term study. Furthermore, RA ISR had equivalent oncological outcomes and slightly improved functional recovery relative to open ISR.
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Canal Anal/cirugía , Neoplasias del Recto/cirugía , Procedimientos Quirúrgicos Robotizados/métodos , Anciano , Canal Anal/patología , Estudios de Cohortes , Estudios de Factibilidad , Incontinencia Fecal/epidemiología , Femenino , Humanos , Laparoscopía/métodos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Neoplasias del Recto/patologíaRESUMEN
BACKGROUND AND AIMS: Microsatellite instability (MSI) occurring from defects in mismatch repair has been found to be associated with about 15% of sporadic colorectal carcinomas. This study examined the incidence of MSI in early-onset sporadic colorectal carcinomas and the role of methylation of the hMLH1 and hMSH2 promoter in sporadic colorectal carcinoma presenting with MSI. PATIENTS AND METHODS: MSI in 38 early-onset and 40 late-onset sporadic colorectal carcinomas were determined as MSI-H, MSI-L, and MSS using five markers. Methylation of the promoter region in hMLH1 and hMSH2 was assessed using methylation-specific PCR (MSP). Their protein expressions were also identified on immunohistochemical staining. RESULTS: MSI-H, MSI-L, and MSS were found in six (15.8%), three (7.9%), and 29 (76.3%) cases, respectively, in the early-onset group, and in one (2.5%), five (12.5%), and 34 (85%) cases in the late-onset group. Five cases (71.4%) of MSI-H and two cases (25%) of MSI-L showed methylation of the promoter region in hMLH1. No cases with methylation of the promoter region expressed the hMLH1 protein. Only one case of MSI-H showed methylation of the promoter region in hMSH2 with lack of expression of hMSH2. CONCLUSION: The mutator pathway in colorectal carcinogenesis appeared more frequently in early-onset than in late-onset colorectal carcinoma. Many cases with MSI in sporadic colorectal carcinoma may be associated with methylation of the promoter in hMLH1.