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GSE201895

GSE GEO
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MECP2-related pathways are dysregulated in a cortical organoid model of Myotonic dystrophy [eCLIP]

Organism: Homo sapiens
Platform: GPL16791
Samples: 16
Experiment Types:
Expression profiling by high throughput sequencing Other
Submitted: Apr 29 2022
Last Updated: Jul 01 2022
Status: Public on Jun 30 2022
Contact: Gene,,Yeo (UCSD)

Relations

SubSeries of: GSE201898 BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA833435

Summary

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.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
Processing steps for GSE201895
  1. 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).
  2. Repeat-mapping reads were removed, and remaining reads were mapped to the human genome assembly (hg19) with STAR.
  3. PCR duplicate reads were removed using the unique molecular identifier (UMI) sequences in the 5’ adapter and remaining reads retained as ‘usable reads’.
  4. 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, 5’UTR, 3’UTR, proximal intron, and distal intron.
  5. Proximal intron regions are defined as extending up to 500 bp from an exon-intron junction.
  6. 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.
  7. Peaks were deemed significant at 8-fold enrichment and p-value10-3(Chi-squared test, or Fisher’s exact test if the observed or expected read number in eCLIP or SMInput was below 5).
  8. Library strategy: enhanced CLIP

Supplementary Files (4)

GSE201895_Celf2_Control1_6m_reproducible_peaks.bed.gz Download
GSE201895_Celf2_DM1200_6m_reproducible_peaks.bed.gz Download
GSE201895_Celf2_DM600_6m_reproducible_peaks.bed.gz Download
GSE201895_RAW.tar Download
GEO Samples (16)

Dataset Citations (1)

MECP2-related pathways are dysregulated in a cortical organoid model of myotonic dystrophy.
PMID 35767654 · 2022 · Science translational medicine
Kathryn H Morelli, Wenhao Jin, Shashank Shathe, Assael A Madrigal, Krysten L Jones, Joshua L Schwartz, Tristan Bridges, Jasmine R Mueller, Archana Shankar, Isaac A Chaim, John W Day, Gene W Yeo

SRA Experiments (16) and Runs (16)

Total: 15672 MB
SRX15048890 SRP372870 OTHER SINGLE
GSM6077692: Control1_6m_rep1_INPUT; Homo sapiens; OTHER
Sample: SRS12794845
BioProject: PRJNA833435
BioSample: SAMN27988111
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: CVB24 iPSC
cell line: CVB24 iPSC
cell type: induced pluripotent stem cell
genotype: WT
treatment: none
time: 6 months
Original files (1)
CVB24 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973032 50947676 2834822887 2177.81 Control1_6m_rep1_INPUT.fastq.gz, SRR18973032, SRR18973032.lite SRA
SRX15048891 SRP372870 OTHER SINGLE
GSM6077693: Control1_6m_rep1_IP; Homo sapiens; OTHER
Sample: SRS12794846
BioProject: PRJNA833435
BioSample: SAMN27988110
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: CVB24 iPSC
cell line: CVB24 iPSC
cell type: induced pluripotent stem cell
genotype: WT
treatment: none
time: 6 months
Original files (1)
CVB24 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973031 11095343 576739634 438.75 Control1_6m_rep1_IP.fastq.gz, SRR18973031, SRR18973031.lite SRA
SRX15048892 SRP372870 OTHER SINGLE
GSM6077694: Control1_6m_rep2_INPUT; Homo sapiens; OTHER
Sample: SRS12794847
BioProject: PRJNA833435
BioSample: SAMN27988109
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: CVB24 iPSC
cell line: CVB24 iPSC
cell type: induced pluripotent stem cell
genotype: WT
treatment: none
time: 6 months
Original files (1)
CVB24 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973027 19707560 1052992408 799.4 Control1_6m_rep2_INPUT.fastq.gz, SRR18973027, SRR18973027.lite SRA
SRX15048893 SRP372870 OTHER SINGLE
GSM6077695: Control1_6m_rep2_IP; Homo sapiens; OTHER
Sample: SRS12794848
BioProject: PRJNA833435
BioSample: SAMN27988108
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: CVB24 iPSC
cell line: CVB24 iPSC
cell type: induced pluripotent stem cell
genotype: WT
treatment: none
time: 6 months
Original files (1)
CVB24 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973026 8627165 435676613 335.54 Control1_6m_rep2_IP.fastq.gz, SRR18973026, SRR18973026.lite SRA
SRX15048894 SRP372870 OTHER SINGLE
GSM6077696: Control2_6m_rep1_INPUT; Homo sapiens; OTHER
Sample: SRS12794850
BioProject: PRJNA833435
BioSample: SAMN27988107
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: KIN iPSc
cell line: KIN iPSc
cell type: induced pluripotent stem cell
genotype: WT
treatment: none
time: 6 months
Original files (1)
KIN iPSc
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973028 33987337 1890235731 1457.42 Control2_6m_rep1_INPUT.fastq.gz, SRR18973028, SRR18973028.lite SRA
SRX15048895 SRP372870 OTHER SINGLE
GSM6077697: Control2_6m_rep1_IP; Homo sapiens; OTHER
Sample: SRS12794849
BioProject: PRJNA833435
BioSample: SAMN27988106
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: KIN iPSc
cell line: KIN iPSc
cell type: induced pluripotent stem cell
genotype: WT
treatment: none
time: 6 months
Original files (1)
KIN iPSc
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973025 88178448 4946465584 3877.8 Control2_6m_rep1_IP.fastq.gz, SRR18973025, SRR18973025.lite SRA
SRX15048896 SRP372870 OTHER SINGLE
GSM6077698: Control2_6m_rep2_INPUT; Homo sapiens; OTHER
Sample: SRS12794851
BioProject: PRJNA833435
BioSample: SAMN27988105
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: KIN iPSc
cell line: KIN iPSc
cell type: induced pluripotent stem cell
genotype: WT
treatment: none
time: 6 months
Original files (1)
KIN iPSc
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973029 4366627 226691445 167.84 Control2_6m_rep2_INPUT.fastq.gz, SRR18973029, SRR18973029.lite SRA
SRX15048897 SRP372870 OTHER SINGLE
GSM6077699: Control2_6m_rep2_IP; Homo sapiens; OTHER
Sample: SRS12794852
BioProject: PRJNA833435
BioSample: SAMN27988104
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: KIN iPSc
cell line: KIN iPSc
cell type: induced pluripotent stem cell
genotype: WT
treatment: none
time: 6 months
Original files (1)
KIN iPSc
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973024 4111950 227050030 167.11 Control2_6m_rep2_IP.fastq.gz, SRR18973024, SRR18973024.lite SRA
SRX15048898 SRP372870 OTHER SINGLE
GSM6077700: DM1200_6m_rep1_INPUT; Homo sapiens; OTHER
Sample: SRS12794853
BioProject: PRJNA833435
BioSample: SAMN27988103
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: Dm1200 iPSC
cell line: Dm1200 iPSC
cell type: induced pluripotent stem cell
genotype: Myotonic dystrophy
treatment: none
time: 6 months
Original files (1)
Dm1200 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973030 3833690 208915389 155.04 DM1200_6m_rep1_INPUT.fastq.gz, SRR18973030, SRR18973030.lite SRA
SRX15048899 SRP372870 OTHER SINGLE
GSM6077701: DM1200_6m_rep1_IP; Homo sapiens; OTHER
Sample: SRS12794854
BioProject: PRJNA833435
BioSample: SAMN27988102
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: Dm1200 iPSC
cell line: Dm1200 iPSC
cell type: induced pluripotent stem cell
genotype: Myotonic dystrophy
treatment: none
time: 6 months
Original files (1)
Dm1200 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973023 7075043 386858135 285.05 DM1200_6m_rep1_IP.fastq.gz, SRR18973023, SRR18973023.lite SRA
SRX15048900 SRP372870 OTHER SINGLE
GSM6077703: DM1200_6m_rep2_IP; Homo sapiens; OTHER
Sample: SRS12794855
BioProject: PRJNA833435
BioSample: SAMN27988100
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: Dm1200 iPSC
cell line: Dm1200 iPSC
cell type: induced pluripotent stem cell
genotype: Myotonic dystrophy
treatment: none
time: 6 months
Original files (1)
Dm1200 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973020 37341105 2052710890 1612.83 DM1200_6m_rep2_IP.fastq.gz, SRR18973020, SRR18973020.lite SRA
SRX15048901 SRP372870 OTHER SINGLE
GSM6077702: DM1200_6m_rep2_INPUT; Homo sapiens; OTHER
Sample: SRS12794856
BioProject: PRJNA833435
BioSample: SAMN27988101
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: Dm1200 iPSC
cell line: Dm1200 iPSC
cell type: induced pluripotent stem cell
genotype: Myotonic dystrophy
treatment: none
time: 6 months
Original files (1)
Dm1200 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973019 20564287 1197137873 866.85 DM1200_6m_rep2_INPUT.fastq.gz, SRR18973019, SRR18973019.lite SRA
SRX15048902 SRP372870 OTHER SINGLE
GSM6077704: DM600_6m_rep1_INPUT; Homo sapiens; OTHER
Sample: SRS12794857
BioProject: PRJNA833435
BioSample: SAMN27988099
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: DM600 iPSC
cell line: DM600 iPSC
cell type: induced pluripotent stem cell
genotype: Myotonic dystrophy
treatment: none
time: 6 months
Original files (1)
DM600 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973018 18667753 1036318410 773.54 DM600_6m_rep1_INPUT.fastq.gz, SRR18973018, SRR18973018.lite SRA
SRX15048903 SRP372870 OTHER SINGLE
GSM6077705: DM600_6m_rep1_IP; Homo sapiens; OTHER
Sample: SRS12794858
BioProject: PRJNA833435
BioSample: SAMN27988098
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: DM600 iPSC
cell line: DM600 iPSC
cell type: induced pluripotent stem cell
genotype: Myotonic dystrophy
treatment: none
time: 6 months
Original files (1)
DM600 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973021 29977398 1557327528 1235.5 DM600_6m_rep1_IP.fastq.gz, SRR18973021, SRR18973021.lite SRA
SRX15048904 SRP372870 OTHER SINGLE
GSM6077706: DM600_6m_rep2_INPUT; Homo sapiens; OTHER
Sample: SRS12794859
BioProject: PRJNA833435
BioSample: SAMN27988097
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: DM600 iPSC
cell line: DM600 iPSC
cell type: induced pluripotent stem cell
genotype: Myotonic dystrophy
treatment: none
time: 6 months
Original files (1)
DM600 iPSC
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18973017 12483105 710908927 505.24 DM600_6m_rep2_INPUT.fastq.gz, SRR18973017, SRR18973017.lite SRA
SRX15048905 SRP372870 OTHER SINGLE
GSM6077707: DM600_6m_rep2_IP; Homo sapiens; OTHER
Sample: SRS12794860
BioProject: PRJNA833435
BioSample: SAMN27988096
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
source_name: DM600 iPSC
cell line: DM600 iPSC
cell type: induced pluripotent stem cell
genotype: Myotonic dystrophy
treatment: none
time: 6 months
Original files (1)
DM600 iPSC
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