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GSE228444

GSE GEO
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Integrated proteomic and multi-mic characterizations of the synapse reveal RNA processing factor and ubiquitin ligases associated with neurodevelopment disorders

Organism: Homo sapiens
Platform: GPL24676
Samples: 8
Experiment Types:
Other
Submitted: Mar 28 2023
Last Updated: Mar 28 2025
Status: Public on Mar 28 2025
Contact: Gene,,Yeo (UCSD)

Relations

BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA949718

Summary

The molecular composition of the excitatory synapse is incompletely defined due to its dynamic nature across developmental stages and neuronal populations. To address this gap, we apply proteomic mass spectrometry to characterize the synapse in multiple biological models including the fetal human brain and hiPSC-derived neurons. To prioritize the identified proteins, we develop an orthogonal multi-omic screen of genomic, transcriptomic, interactomic, and structural data. This data-driven framework identifies proteins with key molecular features intrinsic to the synapse, including characteristic patterns of biophysical interactions and cross-tissue expression. The integrated proteomic and multi-omic analysis captures synaptic proteins across developmental stages and experimental systems, including 492 proteins that have not been documented previously. We further investigate three such proteins that are associated with neurodevelopmental disorders – the CUL3 E3 ubiquitin ligase, the DDX3X and YBX1 nucleic-acid binding factors – by mapping their networks of physically interacting synapse proteins or transcripts. Our study demonstrates the potential of an integrated multi-omic approach to systematically and more comprehensively resolve the synaptic architecture.

Overall Design

Investigation of RNA targets of RNA-binding proteins YBX1 and DDX3X in the human iPSC-derived neurons

Analysis (4 steps)

View Data Processing
Processing steps for GSE228444
  1. Following sequencing, raw reads were aligned to GRCh38 and analyzed following a previously published pipeline (Nostrand et al, 2016)
  2. Consistent with the ENCODE standard 65, reads aligning to artifact-enriched or repetitive genomic regions were removed
  3. Reproducible and significant peaks of aligned reads were defined as IDR cutoff of 0.01, P ≤ 0.001, and fold enrichment ≥8.
  4. Genic regions of eCLIP peaks were annotated based on overlap with GENCODE v26 transcripts following the priority order consistent with the previous study

Supplementary Files (20)

GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IN1.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.neg.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IN1.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.pos.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IN2.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.neg.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IN2.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.pos.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IP1.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.neg.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IP1.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.pos.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IP1.umi.r1.fq.genome-mappedSoSo.rmDupSo.peakClusters.normed.compressed.sorted.blacklist-removed.bed.gz Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IP2.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.neg.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IP2.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.pos.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.DDX3X_IP2.umi.r1.fq.genome-mappedSoSo.rmDupSo.peakClusters.normed.compressed.sorted.blacklist-removed.bed.gz Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IN1.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.neg.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IN1.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.pos.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IN2.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.neg.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IN2.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.pos.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IP1.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.neg.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IP1.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.pos.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IP1.umi.r1.fq.genome-mappedSoSo.rmDupSo.peakClusters.normed.compressed.sorted.blacklist-removed.bed.gz Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IP2.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.neg.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IP2.umi.r1.fq.genome-mappedSoSo.rmDupSo.norm.pos.bw Download
GSE228444_ddx3x_rbx1_neuron_eclip.YBX1_IP2.umi.r1.fq.genome-mappedSoSo.rmDupSo.peakClusters.normed.compressed.sorted.blacklist-removed.bed.gz Download
GEO Samples (8)

Dataset Citations (1)

Integrated multi-omic characterizations of the synapse reveal RNA processing factors and ubiquitin ligases associated with neurodevelopmental disorders.
PMID 40054464 · 2025 · Cell systems
Yuan Mei, Maya L Gosztyla, Xinzhu Tan, Lara E Dozier, Brent Wilkinson, Justin McKetney, John Lee, Michael Chen, Dorothy Tsai, Hema Kopalle, Marina A Gritsenko, Nicolas Hartel, Nicholas A Graham, Ilse Flores, Stephen K Gilmore-Hall, Shuhao Xu, Charlotte A Marquez, Sophie N Liu, Dylan Fong, Jing Chen, Kate Licon, Derek Hong, Sarah N Wright, Jason F Kreisberg, Alexi Nott, Richard D Smith, Wei-Jun Qian, Danielle L Swaney, Lilia M Iakoucheva, Nevan J Krogan, Gentry N Patrick, Yang Zhou, Guoping Feng, Marcelo P Coba, Gene W Yeo, Trey Ideker

SRA Experiments (8) and Runs (8)

Total: 9819 MB
SRX19801702 SRP429828 OTHER SINGLE
GSM7120765: DDX3X-IP1; Homo sapiens; OTHER
Sample: SRS17164089
BioProject: PRJNA949718
BioSample: SAMN33956995
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: Human iPSC cell lines CV-B (46, XY)
cell type: hiPSC-derived neuron
strain: Motor Neuron
chip antibody: anti-DDX3X (human iPSC ICC, rodent AP-MS, eCLIP): Bethyl Laboratories A300-474A; RRID:AB_451009
geo_loc_name: missing
collection_date: missing
Original files (1)
Human iPSC cell lines CV-B (46, XY)
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR23998242 65348142 6600162342 2032.24 DDX3X-IP1_S57_L002_R1_001.fastq.gz, SRR23998242, SRR23998242.lite SRA
SRX19801703 SRP429828 OTHER SINGLE
GSM7120766: DDX3X-IP2; Homo sapiens; OTHER
Sample: SRS17164090
BioProject: PRJNA949718
BioSample: SAMN33956994
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: Human iPSC cell lines CV-B (46, XY)
cell type: hiPSC-derived neuron
strain: Motor Neuron
chip antibody: anti-DDX3X (human iPSC ICC, rodent AP-MS, eCLIP): Bethyl Laboratories A300-474A; RRID:AB_451009
geo_loc_name: missing
collection_date: missing
Original files (1)
Human iPSC cell lines CV-B (46, XY)
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR23998241 24005874 2424593274 748.64 DDX3X-IP2_S58_L002_R1_001.fastq.gz, SRR23998241, SRR23998241.lite SRA
SRX19801704 SRP429828 OTHER SINGLE
GSM7120767: DDX3X-IN1; Homo sapiens; OTHER
Sample: SRS17164091
BioProject: PRJNA949718
BioSample: SAMN33956993
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: Human iPSC cell lines CV-B (46, XY)
cell type: hiPSC-derived neuron
strain: Motor Neuron
chip antibody: None
geo_loc_name: missing
collection_date: missing
Original files (1)
Human iPSC cell lines CV-B (46, XY)
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR23998240 33006259 3333632159 1024.67 DDX3X-IN1_S49_L002_R1_001.fastq.gz, SRR23998240, SRR23998240.lite SRA
SRX19801705 SRP429828 OTHER SINGLE
GSM7120768: DDX3X-IN2; Homo sapiens; OTHER
Sample: SRS17164092
BioProject: PRJNA949718
BioSample: SAMN33956992
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: Human iPSC cell lines CV-B (46, XY)
cell type: hiPSC-derived neuron
strain: Motor Neuron
chip antibody: None
geo_loc_name: missing
collection_date: missing
Original files (1)
Human iPSC cell lines CV-B (46, XY)
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR23998239 39033704 3942404104 1219.86 DDX3X-IN2_S50_L002_R1_001.fastq.gz, SRR23998239, SRR23998239.lite SRA
SRX19801706 SRP429828 OTHER SINGLE
GSM7120769: YBX1-IP1; Homo sapiens; OTHER
Sample: SRS17164093
BioProject: PRJNA949718
BioSample: SAMN33956991
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: Human iPSC cell lines CV-B (46, XY)
cell type: hiPSC-derived neuron
strain: Motor Neuron
chip antibody: anti-YBX1 (eCLIP): Bethyl A303-230A
geo_loc_name: missing
collection_date: missing
Original files (1)
Human iPSC cell lines CV-B (46, XY)
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR23998238 35840644 3619905044 1117.54 YBX1-IP1_S59_L002_R1_001.fastq.gz, SRR23998238, SRR23998238.lite SRA
SRX19801707 SRP429828 OTHER SINGLE
GSM7120770: YBX1-IP2; Homo sapiens; OTHER
Sample: SRS17164095
BioProject: PRJNA949718
BioSample: SAMN33956990
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: Human iPSC cell lines CV-B (46, XY)
cell type: hiPSC-derived neuron
strain: Motor Neuron
chip antibody: anti-YBX1 (eCLIP): Bethyl A303-230A
geo_loc_name: missing
collection_date: missing
Original files (1)
Human iPSC cell lines CV-B (46, XY)
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR23998237 34405279 3474933179 1060.53 YBX1-IP2_S60_L002_R1_001.fastq.gz, SRR23998237, SRR23998237.lite SRA
SRX19801708 SRP429828 OTHER SINGLE
GSM7120771: YBX1-IN1; Homo sapiens; OTHER
Sample: SRS17164094
BioProject: PRJNA949718
BioSample: SAMN33956989
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: Human iPSC cell lines CV-B (46, XY)
cell type: hiPSC-derived neuron
strain: Motor Neuron
chip antibody: None
geo_loc_name: missing
collection_date: missing
Original files (1)
Human iPSC cell lines CV-B (46, XY)
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR23998236 38849778 3923827578 1195.37 YBX1-IN1_S51_L002_R1_001.fastq.gz, SRR23998236, SRR23998236.lite SRA
SRX19801709 SRP429828 OTHER SINGLE
GSM7120772: YBX1-IN2; Homo sapiens; OTHER
Sample: SRS17164096
BioProject: PRJNA949718
BioSample: SAMN33956988
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: Human iPSC cell lines CV-B (46, XY)
cell type: hiPSC-derived neuron
strain: Motor Neuron
chip antibody: None
geo_loc_name: missing
collection_date: missing
Original files (1)
Human iPSC cell lines CV-B (46, XY)
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR23998235 44557163 4500273463 1420.34 YBX1-IN2_S52_L002_R1_001.fastq.gz, SRR23998235, SRR23998235.lite SRA

Linked Publications (2)

Data Files (16)

Accession File Name Stored Type Output Type Mapping Assembly Size Download
DDX3X-IN1_S49_L002_R1_001.fastq.gz OTHER 1.0 GB link
DDX3X-IN1_S49_L002_R1_001.fastq.gz OTHER 1.0 GB link
DDX3X-IN2_S50_L002_R1_001.fastq.gz OTHER 1.2 GB link
DDX3X-IN2_S50_L002_R1_001.fastq.gz OTHER 1.2 GB link
DDX3X-IP1_S57_L002_R1_001.fastq.gz OTHER 2.0 GB link
DDX3X-IP1_S57_L002_R1_001.fastq.gz OTHER 2.0 GB link
DDX3X-IP2_S58_L002_R1_001.fastq.gz OTHER 748.6 MB link
DDX3X-IP2_S58_L002_R1_001.fastq.gz OTHER 748.6 MB link
YBX1-IN1_S51_L002_R1_001.fastq.gz OTHER 1.2 GB link
YBX1-IN1_S51_L002_R1_001.fastq.gz OTHER 1.2 GB link
YBX1-IN2_S52_L002_R1_001.fastq.gz OTHER 1.4 GB link
YBX1-IN2_S52_L002_R1_001.fastq.gz OTHER 1.4 GB link
YBX1-IP1_S59_L002_R1_001.fastq.gz OTHER 1.1 GB link
YBX1-IP1_S59_L002_R1_001.fastq.gz OTHER 1.1 GB link
YBX1-IP2_S60_L002_R1_001.fastq.gz OTHER 1.0 GB link
YBX1-IP2_S60_L002_R1_001.fastq.gz OTHER 1.0 GB link