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MECP2-related pathways are dysregulated in a cortical organoid model of Myotonic dystrophy [scRNA-Seq]

ABSTRACT: As cortical organoids consist of a heterogeneous population of cell-types, 6-month-old DM1 and Rett syndrome cortical organoids were subjected to single cell RNA-seq (scRNA-seq) analysis to determine which cell type(s) CELF2’s RNA targets are expressed in. Unsupervised clustering was implemented on the combined dataset of 8595 cells from control, DM600, and DM1200 cortical organoids that consisted of ~2865 cells per organoid line and ~17,575 reads per cell to identify genotype-specific clusters at 6-months post-differentiation. Uniform Manifold Approximation and Projection (UMAP) for dimension reduction revealed clear differences between control and DM1 organoids. From the expression of established cell-type specific gene markers, smaller sub-clusters were combined to represent four major cell classes: neural progenitors, intermediate neural progenitors, glutamatergic cortical neurons, and glial cells.

ORGANISM(S): Homo sapiens

PROVIDER: GSE201891 | GEO | 2022/06/30

REPOSITORIES: GEO

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Project description:Myotonic dystrophy type 1 (DM1) is a multisystem, autosomal-dominant inherited disorder caused by CTG microsatellite repeat expansions (MREs) in the 3’ untranslated region of the dystrophia myotonica-protein kinase (DMPK) gene. Despite its prominence as the most common adult-onset muscular dystrophy, patients with congenital to juvenile-onset forms of DM1 can present with debilitating neurocognitive symptoms along the autism spectrum, characteristic of possible in utero cortical defects. However, the molecular mechanism by which CTG MREs lead to these developmental central nervous system (CNS) manifestations is unknown. Here, we showed that CUG foci discovered early in maturation of three-dimensional cortical organoids from DM1 patient-derived induced pluripotent stem cells, cause hyperphosphorylation of CUGBP Elav-Like Family Member 2 (CELF2 ) protein. Integrative single-cell RNA-seq and enhanced crosslinking and immunoprecipitation (eCLIP ) analysis revealed reduced CELF2 protein-RNA substrate interactions resulting in mis-regulation of genes critical for excitatory synaptic signaling in glutamatergic neurons, including key components of the Methyl-CpG binding protein 2 (MECP2) pathway. Comparisons to MECP2(-/-) cortical organoids revealed convergent molecular and cellular defects such as glutamate toxicity and neuronal loss. Our findings provide evidence suggesting that early-onset DM1 might involve neurodevelopmental disorder-associated pathways and identify N-Methyl-D-aspartic acid (NMDA ) antagonists as potential treatment avenues for neuronal defects in DM1. To evaluate if the post-translational modification of CELF2 impacts its RNA targets, we generated transcriptome-wide eCLIP maps of CELF2 protein-RNA interactions in mature, 6-month-old control and DM1 cortical organoids. All CELF2 eCLIP libraries per organoid line were performed in biologically independent duplicates, with each replicate experiment consisting of a CELF2 (IP) and a paired size-matched input (SMInput) library . We used CLIPper to identify clusters of reads representing regions in the transcriptome significantly associated with CELF2 binding in both neurotypical lines and compared them to DM1 cortical organoids with 600 and 1200 CUG repeats.

Project description:Myotonic dystrophy type 1 (DM1) is a multisystem, autosomal-dominant inherited disorder caused by CTG microsatellite repeat expansions (MREs) in the 3’ untranslated region of the dystrophia myotonica-protein kinase (DMPK) gene. Despite its prominence as the most common adult-onset muscular dystrophy, patients with congenital to juvenile-onset forms of DM1 can present with debilitating neurocognitive symptoms along the autism spectrum, characteristic of possible in utero cortical defects. However, the molecular mechanism by which CTG MREs lead to these developmental central nervous system (CNS) manifestations is unknown. Here, we showed that CUG foci discovered early in maturation of three-dimensional cortical organoids from DM1 patient-derived induced pluripotent stem cells, cause hyperphosphorylation of CUGBP Elav-Like Family Member 2 (CELF2 ) protein. Integrative single-cell RNA-seq and enhanced crosslinking and immunoprecipitation (eCLIP ) analysis revealed reduced CELF2 protein-RNA substrate interactions resulting in mis-regulation of genes critical for excitatory synaptic signaling in glutamatergic neurons, including key components of the Methyl-CpG binding protein 2 (MECP2) pathway. Comparisons to MECP2(-/-) cortical organoids revealed convergent molecular and cellular defects such as glutamate toxicity and neuronal loss. Our findings provide evidence suggesting that early-onset DM1 might involve neurodevelopmental disorder-associated pathways and identify N-Methyl-D-aspartic acid (NMDA ) antagonists as potential treatment avenues for neuronal defects in DM1. To determine if CUG expansions in DMPK alter cellular RNA composition during differentiation, we performed transcriptomic analyses using RNA-seq at four consecutive developmental stages, ranging from iPSCs to 6-month-old cortical organoids from two independent differentiations. mine We then performed gene expression profiling analysis using data obtained from RNA-seq of 4 different time points.

Project description:Cerebral organoids â three-dimensional cultures of human cerebral tissue derived from pluripotent stem cells â have emerged as models of human cortical development. However, the extent to which in vitro organoid systems recapitulate neural progenitor cell proliferation and neuronal differentiation programs observed in vivo remains unclear. Here we use single-cell RNA sequencing (scRNA-seq) to dissect and compare cell composition and progenitor-to-neuron lineage relationships in human cerebral organoids and fetal neocortex. Covariation network analysis using the fetal neocortex data reveals known and novel interactions among genes central to neural progenitor proliferation and neuronal differentiation. In the organoid, we detect diverse progenitors and differentiated cell types of neuronal and mesenchymal lineages, and identify cells that derived from regions resembling the fetal neocortex. We find that these organoid cortical cells use gene expression programs remarkably similar to those of the fetal tissue in order to organize into cerebral cortex-like regions. Our comparison of in vivo and in vitro cortical single cell transcriptomes illuminates the genetic features underlying human cortical development that can be studied in organoid cultures. 734 single-cell transcriptomes from human fetal neocortex or human cerebral organoids from multiple time points were analyzed in this study. All single cell samples were processed on the microfluidic Fluidigm C1 platform and contain 92 external RNA spike-ins. Fetal neocortex data were generated at 12 weeks post conception (chip 1: 81 cells; chip 2: 83 cells) and 13 weeks post conception (62 cells). Cerebral organoid data were generated from dissociated whole organoids derived from induced pluripotent stem cell line 409B2 (iPSC 409B2) at 33 days (40 cells), 35 days (68 cells), 37 days (71 cells), 41 days (74 cells), and 65 days (80 cells) after the start of embryoid body culture. Cerebral organoid data were also generated from microdissected cortical-like regions from H9 embryonic stem cell derived organoids at 53 days (region 1, 48 cells; region 2, 48 cells) or from iPSC 409B2 organoids at 58 days (region 3, 43 cells; region 4, 36 cells).

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MECP2-related pathways are dysregulated in a cortical organoid model of Myotonic dystrophy [scRNA-Seq]

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