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CRISPRi-based screens in iAssembloids to elucidate neuron-glia interactions [scRNA-Seq]

ABSTRACT: The sheer complexity of the brain has complicated our ability to understand its cellular mechanisms in health and disease. Genome-wide association studies have uncovered genetic variants associated with specific neurological phenotypes and diseases. In addition, single-cell transcriptomics have provided molecular descriptions of specific brain cell types and the changes they undergo during disease. Although these approaches provide a giant leap forward towards understanding how genetic variation can lead to functional changes in the brain, they do not establish molecular mechanisms. To address this need, we developed a 3D co-culture system termed iAssembloids (induced multi-lineage assembloids) that enables the rapid generation of homogenous neuron-glia spheroids. We characterize these iAssembloids with immunohistochemistry and single-cell transcriptomics and combine them with large-scale CRISPRi-based screens. In our first application, we ask how glial and neuronal cells interact to control neuronal death and survival. Our CRISPRi-based screens identified that GSK3β inhibits the protective NRF2-mediated oxidative stress response in the presence of reactive oxygen species elicited by high neuronal activity, which was not previously found in 2D monoculture neuron screens. We also apply the platform to investigate the role of APOE- 4, a risk variant for Alzheimer’s Disease, in its effect on neuronal survival. We find that APOE- 4 expressing astrocytes may promote more neuronal activity as compared to APOE- 3 expressing astrocytes. This platform expands the toolbox for the unbiased identification of mechanisms of cell-cell interactions in brain health and disease.

ORGANISM(S): Homo sapiens

PROVIDER: GSE272094 | GEO | 2024/07/12

REPOSITORIES: GEO

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Project description:Human APOE genotype is intricately involved in the homeostasis of the central nervous system, which is particularly evident from its association with neurodegenerative disease. Compared to APOE3, APOE4 is associated with greater cognitive decline in aging, poorer outcomes following stroke and traumatic brain injury, and is a major genetic risk factor for Alzheimer’s disease. Human APOE genotypes can differentially modulate neuronal function via both direct and indirect pathways. Of the indirect pathways, increasing evidence supports that APOE4-associated neurovascular dysfunction plays a significant role in neurodegeneration. For example, deficits in cerebral blood flow, neuronal-vascular coupling and blood-brain barrier integrity are observed with APOE4 both during aging and in Alzheimer’s disease patients; data that has been recapitulated in mouse models. Therefore, the identification of cellular mechanistic pathways that contribute to APOE-modulated vascular function is important for fundamental and disease-focused research. Highly specialized brain endothelial cells (BECs) are essential for virtually all neurovascular functions and, therefore, the influence of apoE on the cerebrovasculature likely involves alterations in brain endothelial cells function, directly or via supporting cells. ApoE synthesis has been demonstrated in multiple cell types in both the brain (e.g. astrocytes, pericytes and neurons) and periphery (e.g. hepatocytes and macrophages). Current research has largely focused on the effects of apoE produced by supporting cell types, particularly astrocytes and pericytes, on BEC function. However, less explored is whether BECs produce apoE to modulate their function. Data from limited studies on apoE production by BECs and APOE genotype-specific functional differences are conflicting. Evaluation of whether the APOE genotype of BECs modulates their function is important, as this could represent a novel mechanisms that contributes to altered cerebrovascular function in aging and AD. The goal of this study was to evaluate the role of human APOE genotype in modulating the phenotype and/or function of brain endothelial cells in vitro. To this end, we utilized primary brain endothelial cells isolated from APOE-targeted replacement mice that express human APOE3 or APOE4 under the endogenous mouse APOE promoter. BECs are highly specialized and functionally complex to maintain homeostasis of the central nervous system and APOE genotype could theoretically alter levels of any number of molecules and associated functions. Thus, without a priori knowledge we initially evaluated the extent that APOE modulated the transcriptomic profile of brain endothelial cells.

Project description:The APOE gene is diversified by three alleles e2, e3, and e4 encoding corresponding apolipoprotein (apo) E isoforms. The e4 allele promotes age-related cognitive decline, risk of Alzheimer’s disease (AD), and the rate of AD dementia progression. ApoE is produced by astrocytes as high-density lipoprotein-like particles and these are internalized by neurons upon binding to neuron-expressed apoE receptors. ApoE isoforms differentially engage neuronal plasticity through poorly understood mechanisms. We examined here the effects of native apoE lipoproteins produced by immortalized astrocytes homozygous for e2, e3, and e4 alleles on the maturation and the transcriptomic profile of primary hippocampal neurons. Control neurons were grown in the presence of conditioned media from Apoe-/- astrocytes. ApoE2 and apoE3 significantly increase the dendritic arbor branching, the combined neurite length, and the total arbor surface of the hippocampal neurons, while apoE4 fails to produce similar effects and even significantly reduces the combined neurite length compared to the control. ApoE lipoproteins show no systemic effect on dendritic spine density, yet apoE2 and apoE3 increase the mature spines fraction, while apoE4 increases the immature spine fraction. This is associated with opposing effects of apoE2 or apoE3 and apoE4 on the expression of NR1 NMDA receptor subunit and PSD95. There are 1,062 genes differentially expressed across neurons cultured in the presence of apoE lipoproteins compared to the control. KEGG enrichment and gene ontology analyses show common for apoE2 and apoE3 activation of genes involved in neurite branching, and synaptic signaling. In contrast, apoE4 cultured neurons show upregulation of genes related to the glycolipid metabolism, which are involved in dendritic spine turnover and those which are usually silent in neurons and are related to cell cycle and DNA repair. In conclusion our work reveals that lipoprotein particles comprised of various apoE isoforms differentially regulate neuronal development through interaction with neuronal transcriptome. ApoE4 produces a functionally distinct transcriptomic profile, which is associated with attenuated neuronal development. Differential regulation of neuronal transcriptome by apoE isoforms is a newly identified biological mechanism, which has both implication in the development and aging of the CNS.

Project description:Aubert2005 - Interaction between astrocytes and neurons on energy metabolism Enocded non-curated model. Issues: - Confusing equations A.41 and A.42 - Missing values for parameters Vv,0 and dHb,0 This model is described in the article: Interaction between astrocytes and neurons studied using a mathematical model of compartmentalized energy metabolism. Aubert A, Costalat R. J. Cereb. Blood Flow Metab. 2005 Nov; 25(11): 1476-1490 Abstract: Understanding cerebral energy metabolism in neurons and astrocytes is necessary for the interpretation of functional brain imaging data. It has been suggested that astrocytes can provide lactate as an energy fuel to neurons, a process referred to as astrocyte-neuron lactate shuttle (ANLS). Some authors challenged this hypothesis, defending the classical view that glucose is the major energy substrate of neurons, at rest as well as in response to a stimulation. To test the ANLS hypothesis from a theoretical point of view, we developed a mathematical model of compartmentalized energy metabolism between neurons and astrocytes, adopting hypotheses highly unfavorable to ANLS. Simulation results can be divided between two groups, depending on the relative neuron versus astrocyte stimulation. If this ratio is low, ANLS is observed during all the stimulus and poststimulus periods (continuous ANLS), but a high ratio induces ANLS only at the beginning of the stimulus and during the poststimulus period (triphasic behavior). Finally, our results show that current experimental data on lactate kinetics are compatible with the ANLS hypothesis, and that it is essential to assess the neuronal and astrocytic NADH/NAD+ ratio changes to test the ANLS hypothesis. This model is hosted on BioModels Database and identified by: MODEL1411210000. To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models. To the extent possible under law, all copyright and related or neighbouring rights to this encoded model have been dedicated to the public domain worldwide. Please refer to CC0 Public Domain Dedication for more information.

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CRISPRi-based screens in iAssembloids to elucidate neuron-glia interactions [scRNA-Seq]

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