GSE201895
GSE GEOMECP2-related pathways are dysregulated in a cortical organoid model of Myotonic dystrophy [eCLIP]
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Summary
Myotonic dystrophy type 1 (DM1) is a multisystem, autosomal-dominant inherited disorder caused by CTG microsatellite repeat expansions (MREs) in the 3â 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.Â
Overall Design
Comparative CELF2 eCLIP data generated from cortical organoid lines differentiated from 2 DM1 iPSC lines (DM1200 and DM600) and 2 Neurotypical Control Lines (CSO and Kin).
Analysis (8 steps)
View Data Processing- Reads were adapter-trimmed using Cutadapt (v1.14) and mapped to human-specific repetitive elements from RepBase (version 18.05) by STAR (v2.4.0i)(Dobin et al., 2013).
- Repeat-mapping reads were removed, and remaining reads were mapped to the human genome assembly (hg19) with STAR.
- PCR duplicate reads were removed using the unique molecular identifier (UMI) sequences in the 5â adapter and remaining reads retained as âusable readsâ.
- Peaks were called on the usable reads by CLIPper (Lovci et al., 2013) and assigned to gene regions annotated in GENCODE (hg19) with the following descending priority order: CDS, 5âUTR, 3âUTR, proximal intron, and distal intron.
- Proximal intron regions are defined as extending up to 500 bp from an exon-intron junction.
- Each peak was normalized to the size-matched input (SMInput) by calculating the fraction of the number of usable reads from immunoprecipitation to that of the usable reads from the SMInput.
- Peaks were deemed significant at 8-fold enrichment and p-value10-3(Chi-squared test, or Fisherâs exact test if the observed or expected read number in eCLIP or SMInput was below 5).
- Library strategy: enhanced CLIP
Supplementary Files (4)
Dataset Citations (1)
SRA Experiments (16) and Runs (16)
Total: 15672 MBSample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973032 | 50947676 | 2834822887 | 2177.81 | Control1_6m_rep1_INPUT.fastq.gz, SRR18973032, SRR18973032.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973031 | 11095343 | 576739634 | 438.75 | Control1_6m_rep1_IP.fastq.gz, SRR18973031, SRR18973031.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973027 | 19707560 | 1052992408 | 799.4 | Control1_6m_rep2_INPUT.fastq.gz, SRR18973027, SRR18973027.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973026 | 8627165 | 435676613 | 335.54 | Control1_6m_rep2_IP.fastq.gz, SRR18973026, SRR18973026.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973028 | 33987337 | 1890235731 | 1457.42 | Control2_6m_rep1_INPUT.fastq.gz, SRR18973028, SRR18973028.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973025 | 88178448 | 4946465584 | 3877.8 | Control2_6m_rep1_IP.fastq.gz, SRR18973025, SRR18973025.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973029 | 4366627 | 226691445 | 167.84 | Control2_6m_rep2_INPUT.fastq.gz, SRR18973029, SRR18973029.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973024 | 4111950 | 227050030 | 167.11 | Control2_6m_rep2_IP.fastq.gz, SRR18973024, SRR18973024.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973030 | 3833690 | 208915389 | 155.04 | DM1200_6m_rep1_INPUT.fastq.gz, SRR18973030, SRR18973030.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973023 | 7075043 | 386858135 | 285.05 | DM1200_6m_rep1_IP.fastq.gz, SRR18973023, SRR18973023.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973020 | 37341105 | 2052710890 | 1612.83 | DM1200_6m_rep2_IP.fastq.gz, SRR18973020, SRR18973020.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973019 | 20564287 | 1197137873 | 866.85 | DM1200_6m_rep2_INPUT.fastq.gz, SRR18973019, SRR18973019.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973018 | 18667753 | 1036318410 | 773.54 | DM600_6m_rep1_INPUT.fastq.gz, SRR18973018, SRR18973018.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973021 | 29977398 | 1557327528 | 1235.5 | DM600_6m_rep1_IP.fastq.gz, SRR18973021, SRR18973021.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973017 | 12483105 | 710908927 | 505.24 | DM600_6m_rep2_INPUT.fastq.gz, SRR18973017, SRR18973017.lite | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR18973022 | 18247421 | 1104501537 | 815.82 | DM600_6m_rep2_IP.fastq.gz, SRR18973022, SRR18973022.lite | SRA |
Linked Publications (1)
Data Files (32)
| Accession | File Name | Stored Type | Output Type | Mapping Assembly | Size | Download | |
|---|---|---|---|---|---|---|---|
| — | Control1_6m_rep1_INPUT.fastq.gz | OTHER | 2.1 GB | link | |||
| — | Control1_6m_rep1_INPUT.fastq.gz | OTHER | 2.1 GB | link | |||
| — | Control1_6m_rep1_IP.fastq.gz | OTHER | 438.8 MB | link | |||
| — | Control1_6m_rep1_IP.fastq.gz | OTHER | 438.8 MB | link | |||
| — | Control1_6m_rep2_INPUT.fastq.gz | OTHER | 799.4 MB | link | |||
| — | Control1_6m_rep2_INPUT.fastq.gz | OTHER | 799.4 MB | link | |||
| — | Control1_6m_rep2_IP.fastq.gz | OTHER | 335.5 MB | link | |||
| — | Control1_6m_rep2_IP.fastq.gz | OTHER | 335.5 MB | link | |||
| — | Control2_6m_rep1_INPUT.fastq.gz | OTHER | 1.4 GB | link | |||
| — | Control2_6m_rep1_INPUT.fastq.gz | OTHER | 1.4 GB | link | |||
| — | Control2_6m_rep1_IP.fastq.gz | OTHER | 3.8 GB | link | |||
| — | Control2_6m_rep1_IP.fastq.gz | OTHER | 3.8 GB | link | |||
| — | Control2_6m_rep2_INPUT.fastq.gz | OTHER | 167.8 MB | link | |||
| — | Control2_6m_rep2_INPUT.fastq.gz | OTHER | 167.8 MB | link | |||
| — | Control2_6m_rep2_IP.fastq.gz | OTHER | 167.1 MB | link | |||
| — | Control2_6m_rep2_IP.fastq.gz | OTHER | 167.1 MB | link | |||
| — | DM1200_6m_rep1_INPUT.fastq.gz | OTHER | 155.0 MB | link | |||
| — | DM1200_6m_rep1_INPUT.fastq.gz | OTHER | 155.0 MB | link | |||
| — | DM1200_6m_rep1_IP.fastq.gz | OTHER | 285.0 MB | link | |||
| — | DM1200_6m_rep1_IP.fastq.gz | OTHER | 285.0 MB | link | |||
| — | DM1200_6m_rep2_INPUT.fastq.gz | OTHER | 866.8 MB | link | |||
| — | DM1200_6m_rep2_INPUT.fastq.gz | OTHER | 866.8 MB | link | |||
| — | DM1200_6m_rep2_IP.fastq.gz | OTHER | 1.6 GB | link | |||
| — | DM1200_6m_rep2_IP.fastq.gz | OTHER | 1.6 GB | link | |||
| — | DM600_6m_rep1_INPUT.fastq.gz | OTHER | 773.5 MB | link | |||
| — | DM600_6m_rep1_INPUT.fastq.gz | OTHER | 773.5 MB | link | |||
| — | DM600_6m_rep1_IP.fastq.gz | OTHER | 1.2 GB | link | |||
| — | DM600_6m_rep1_IP.fastq.gz | OTHER | 1.2 GB | link | |||
| — | DM600_6m_rep2_INPUT.fastq.gz | OTHER | 505.2 MB | link | |||
| — | DM600_6m_rep2_INPUT.fastq.gz | OTHER | 505.2 MB | link | |||
| — | DM600_6m_rep2_IP.fastq.gz | OTHER | 815.8 MB | link | |||
| — | DM600_6m_rep2_IP.fastq.gz | OTHER | 815.8 MB | link |