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GSE180955

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RBM17 Mediates Evasion of Pro-Leukemic Factors from Splicing-coupled NMD to Enforce Leukemic Stem Cell Maintenance

Organism: Homo sapiens
Platform: GPL20301
Samples: 3
Experiment Types:
Expression profiling by high throughput sequencing
Submitted: Jul 27 2021
Last Updated: Jul 14 2022
Status: Public on Apr 26 2022
Contact: Gene,,Yeo (UCSD)

Relations

BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA750140 SRA: https://www.ncbi.nlm.nih.gov/sra?term=SRP330316

Summary

Acute myeloid leukemia (AML) patients suffer from chemo-resistance, high relapse frequency, and low overall survival rate, outcomes driven by leukemic stem cells (LSCs). Understanding the molecular mechanisms that support these primitive leukemic cells is crucial for developing effective AML therapeutics. In the present study, we demonstrate that upregulation of the splicing factor RBM17 preferentially marks and sustains the primitive compartment of AML. RBM17 expression is significantly higher in LSCs and its levels in human AML directly correlate with shortened survival in patients with the disease. RBM17 knockdown in primitive primary AML cells leads to myeloid differentiation and the impairment of their in vitro colony forming and in vivo engraftment capacities. To study the molecular mechanisms underlying the functional roles of RBM17 in AML, we performed global profiling of the RBM17-RNA interactome and proteome changes downstream of RBM17 knockdown. Through these integrative multi-omics analyses, we show that RBM17 repression leads to inclusion of poison exons and production of nonsense-mediated decay (NMD)-sensitive transcripts for pro-leukemic factors such as RBM39 and EZH2, along with the translation initiation factor EIF4A2. We further show that EIF4A2 expression is enriched in LSCs and inhibition of EIF4A2 impairs primary AML progenitor activity. Proteome analysis of AML cells after EIF4A2 knockdown demonstrate that EIF4A2 repression largely recapitulates the biological effect of RBM17 knockdown including the pronounced suppression of proteins involved in ribosome biogenesis. Overall, these results provide a rationale to target RBM17 and/or its downstream NMD-sensitive splicing substrates in primitive leukemic cells for AML treatment.

Overall Design

eCLIP-seq against RBM17 in K562 cells.

Analysis (5 steps)

View Data Processing
Processing steps for GSE180955
  1. Raw sequencing reads were trimmed for adapter sequences and barcode sequences (eCLIP samples) using cutadapt.
  2. Trimmed reads were mapped against RepBase to remove reads mapping to repetitive sequences.
  3. Remaining reads were mapped to the appropriate genome build using STAR aligner
  4. For eCLIP samples, read densities were calculated to identify eCLIP peaks.
  5. eclip data processing pipeline can be requested from the following link : https://github.com/YeoLab/eclip

Supplementary Files (2)

GSE180955_RAW.tar Download
GSE180955_RBM17_K562_rep1_rep2_reproducible_peaks.bed.gz Download
GEO Samples (3)

Dataset Citations (1)

The splicing factor RBM17 drives leukemic stem cell maintenance by evading nonsense-mediated decay of pro-leukemic factors.
PMID 35781533 · 2022 · Nature communications
Lina Liu, Ana Vujovic, Nandan P Deshpande, Shashank Sathe, Govardhan Anande, He Tian Tony Chen, Joshua Xu, Mark D Minden, Gene W Yeo, Ashwin Unnikrishnan, Kristin J Hope, Yu Lu

SRA Experiments (3) and Runs (3)

Total: 4280 MB
SRX11570519 SRP330316 RIP-Seq PAIRED
GSM5480987: K562_RBM17_eCLIP_rep2; Homo sapiens; RIP-Seq
Sample: SRS9630842
BioProject: PRJNA750140
BioSample: SAMN20446585
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Homo sapiens
Sample attributes
source_name: Homo sapiens K562 immortalized cell line
cell type: chronic myelogenous leukemic cell
rip antibody: RBM17 (Bethyl A302- 497A and A302-498A)
cell line: K562
biosample_type: cell line
Original files (1)
Homo sapiens K562 immortalized cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR15265464 19409653 2950267256 1442.43 K562-RBM17-eCLIP1_R1.fastq.gz, K562-RBM17-eCLIP1_R2.fastq.gz, SRR1526… SRA
SRX11570520 SRP330316 RIP-Seq PAIRED
GSM5480988: K562_RBM17_eCLIP_rep3; Homo sapiens; RIP-Seq
Sample: SRS9630841
BioProject: PRJNA750140
BioSample: SAMN20446627
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Homo sapiens
Sample attributes
source_name: Homo sapiens K562 immortalized cell line
cell type: chronic myelogenous leukemic cell
rip antibody: RBM17 (Bethyl A302- 497A and A302-498A)
cell line: K562
biosample_type: cell line
Original files (1)
Homo sapiens K562 immortalized cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR15265465 16047217 2439176984 1231.23 K562-RBM17-eCLIP2_R1.fastq.gz, K562-RBM17-eCLIP2_R2.fastq.gz, SRR1526… SRA
SRX11570521 SRP330316 RIP-Seq PAIRED
GSM5480986: K562_eCLIP_input; Homo sapiens; RIP-Seq
Sample: SRS9630840
BioProject: PRJNA750140
BioSample: SAMN20446583
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Homo sapiens
Sample attributes
source_name: Homo sapiens K562 immortalized cell line
cell type: chronic myelogenous leukemic cell
rip antibody: none
cell line: K562
biosample_type: cell line
Original files (1)
Homo sapiens K562 immortalized cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR15265463 20521917 3119331384 1606.41 K562-RBM17-Input_R1.fastq.gz, K562-RBM17-Input_R2.fastq.gz, SRR152654… SRA

Linked Publications (2)

Data Files (3)

Accession File Name Stored Type Output Type Mapping Assembly Size Download
K562-RBM17-eCLIP1_R1.fastq.gz RIP-Seq 1.4 GB link
K562-RBM17-eCLIP2_R1.fastq.gz RIP-Seq 1.2 GB link
K562-RBM17-Input_R1.fastq.gz RIP-Seq 1.6 GB link