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GSE198212

GSE GEO
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Remodeling of oncogenic transcriptomes by small-molecules targeting the RNA-binding protein NONO

Organism: Homo sapiens
Platform: GPL24676
Samples: 12
Experiment Types:
Expression profiling by high throughput sequencing
Submitted: Mar 09 2022
Last Updated: Mar 05 2023
Status: Public on Mar 03 2023
Contact: Hsuan-Lin,,Her (UCSD)

Relations

BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA814227

Summary

A large swath of the human proteome is dedicated to RNA homeostasis, but most RNA-binding proteins lack chemical probes1,2. Here, phenotypic screening led to the discovery of electrophilic small molecules that swiftly (within 4 h) and stereospecifically decrease transcripts encoding the androgen receptor (AR) and its major V7 splice variant in human prostate cancer cells. We show by chemical proteomics that these compounds covalently engage cysteine-145 on the RNA-binding protein NONO. Transcriptomics and proteomics profiling revealed that covalent NONO ligands suppress a discrete set of transcripts and proteins, including multiple oncogenic transcription factors, and impair the proliferation of cancer cells. These effects were not observed following genetic disruption of NONO, which instead blocked ligand activity. The covalent ligands promote accumulation of NONO in nuclear foci and at the first 5 splice site of immature transcripts, pointing to a trapping mechanism that may prevent compensatory action by the related protein PSPC1, which was found to increase in cancer cells following genetic or chemical perturbation of NONO. These findings, taken together, designate NONO as a druggable RNA-binding protein that can be co-opted by covalent small molecules to suppress pro-tumorigenic transcriptional networks.

Overall Design

Examination of RNA-seq and eCLIP-seq in 22Rv1 human prostate cancer cell line with 3 ligand treatmetns: SKBG-1(R), SKBG-1(S), DMSO under the context of WT and NONO-KO

Analysis (7 steps)

View Data Processing
Processing steps for GSE198212
  1. Processed Using https://github.com/YeoLab/eclip 0.7.0
  2. After standard HiSeq demultiplexing, eCLIP libraries with distinct in-line barcodes were demultiplexed using custom scripts, and the random-mer was appended to the read name for later usage.
  3. Reads were then adapter trimmed (cutadapt v1.9.dev1) and reads less than 18 bp were discarded
  4. Mapping was then first performed against human elements in RepBase (v18.05) with STAR (v2.4.0i), repeat-mapping reads were segregated for separate analysis, and all others were then mapped against the full human genome (hg19) including a database of splice junctions with STAR (v 2.4.0i) (Dobin et al., 2013).
  5. Uniquely mapping reads were then run through a custom-built PCR duplicate removal script, removing duplicate reads based on sharing identical Read1 start position, Read2 start position, and random-mer sequence to leave 'Usable' reads.
  6. eCLIP data sets with multiple in-line barcodes were merged at the usable read stage, and cluster identification was performed on usable reads using CLIPper (Yeo et al., 2009) (available at https://github.com/YeoLab/clipper/releases/tag/1.0) with options –s GRCh38 –o –bonferroni –superlocal–threshold-method binomial–save-pickle
  7. data are further downsampled to roughly equal number per replicate

Supplementary Files (7)

GSE198212_NONO_10R_CLIP.peaks.normed.compressed.filtered.annotate.bed.gz Download
GSE198212_NONO_10R_CLIP_rep2.peaks.normed.compressed.filtered.annotate.bed.gz Download
GSE198212_NONO_10S_CLIP.peaks.normed.compressed.filtered.annotate.bed.gz Download
GSE198212_NONO_10S_CLIP_rep2.peaks.normed.compressed.filtered.annotate.bed.gz Download
GSE198212_NONO_DMSO_CLIP.peaks.normed.compressed.filtered.annotate.bed.gz Download
GSE198212_NONO_DMSO_CLIP_rep2.peaks.normed.compressed.filtered.annotate.bed.gz Download
GSE198212_RAW.tar Download
GEO Samples (12)

SRA Experiments (12) and Runs (12)

Total: 11054 MB
SRX14416087 SRP363183 RIP-Seq SINGLE
GSM5940944: NONO eCLIP IP - DMSO treated - rep1; Homo sapiens; RIP-Seq
Sample: SRS12225373
BioProject: PRJNA814227
BioSample: SAMN26540274
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: Rabbit anti- NONO (Bethyl Laboratories, Cat#: A300-587A)
treatment: DMSO
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278238 29547796 2984327396 868.53 DMSO_CLIP_rep1.fastq.gz, SRR18278238, SRR18278238.lite SRA
SRX14416088 SRP363183 RIP-Seq SINGLE
GSM5940945: NONO eCLIP IP - DMSO treated - rep2; Homo sapiens; RIP-Seq
Sample: SRS12225374
BioProject: PRJNA814227
BioSample: SAMN26540273
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: Rabbit anti- NONO (Bethyl Laboratories, Cat#: A300-587A)
treatment: DMSO
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278237 42151125 4215112500 1260.86 DMSO_CLIP_rep2.fastq.gz, SRR18278237, SRR18278237.lite SRA
SRX14416089 SRP363183 RIP-Seq SINGLE
GSM5940946: NONO eCLIP IN - DMSO treated - rep1; Homo sapiens; RIP-Seq
Sample: SRS12225375
BioProject: PRJNA814227
BioSample: SAMN26540272
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: None
treatment: DMSO
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278236 18488179 1867306079 544.58 DMSO_INPUT_rep1.fastq.gz, SRR18278236, SRR18278236.lite SRA
SRX14416090 SRP363183 RIP-Seq SINGLE
GSM5940947: NONO eCLIP IN - DMSO treated - rep2; Homo sapiens; RIP-Seq
Sample: SRS12225376
BioProject: PRJNA814227
BioSample: SAMN26540271
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: None
treatment: DMSO
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278235 42523832 4252383200 1264.32 DMSO_INPUT_rep2.fastq.gz, SRR18278235, SRR18278235.lite SRA
SRX14416091 SRP363183 RIP-Seq SINGLE
GSM5940948: NONO eCLIP IP - SKBG-1(R) treated - rep1; Homo sapiens; RIP-Seq
Sample: SRS12225377
BioProject: PRJNA814227
BioSample: SAMN26540270
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: Rabbit anti- NONO (Bethyl Laboratories, Cat#: A300-587A)
treatment: SKBG-1(R)
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278234 33892411 3423133511 1007.25 10R_CLIP_rep1.fastq.gz, SRR18278234, SRR18278234.lite SRA
SRX14416092 SRP363183 RIP-Seq SINGLE
GSM5940949: NONO eCLIP IP - SKBG-1(R) treated - rep2; Homo sapiens; RIP-Seq
Sample: SRS12225378
BioProject: PRJNA814227
BioSample: SAMN26540269
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: Rabbit anti- NONO (Bethyl Laboratories, Cat#: A300-587A)
treatment: SKBG-1(R)
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278233 34566333 3456633300 1034.98 10R_CLIP_rep2.fastq.gz, SRR18278233, SRR18278233.lite SRA
SRX14416093 SRP363183 RIP-Seq SINGLE
GSM5940950: NONO eCLIP IN - SKBG-1(R) treated - rep1; Homo sapiens; RIP-Seq
Sample: SRS12225379
BioProject: PRJNA814227
BioSample: SAMN26540268
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: None
treatment: SKBG-1(R)
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278232 19374551 1956829651 574.1 10R_INPUT_rep1.fastq.gz, SRR18278232, SRR18278232.lite SRA
SRX14416094 SRP363183 RIP-Seq SINGLE
GSM5940951: NONO eCLIP IN - SKBG-1(R) treated - rep2; Homo sapiens; RIP-Seq
Sample: SRS12225380
BioProject: PRJNA814227
BioSample: SAMN26540267
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: None
treatment: SKBG-1(R)
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278231 32397732 3239773200 967.35 10R_INPUT_rep2.fastq.gz, SRR18278231, SRR18278231.lite SRA
SRX14416095 SRP363183 RIP-Seq SINGLE
GSM5940952: NONO eCLIP IP - SKBG-1(S) treated - rep1; Homo sapiens; RIP-Seq
Sample: SRS12225381
BioProject: PRJNA814227
BioSample: SAMN26540266
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: Rabbit anti- NONO (Bethyl Laboratories, Cat#: A300-587A)
treatment: SKBG-1(S)
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278230 18273055 1845578555 541.0 10S_CLIP_rep1.fastq.gz, SRR18278230, SRR18278230.lite SRA
SRX14416096 SRP363183 RIP-Seq SINGLE
GSM5940953: NONO eCLIP IP - SKBG-1(S) treated - rep2; Homo sapiens; RIP-Seq
Sample: SRS12225382
BioProject: PRJNA814227
BioSample: SAMN26540265
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: Rabbit anti- NONO (Bethyl Laboratories, Cat#: A300-587A)
treatment: SKBG-1(S)
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278229 35890338 3589033800 1071.21 10S_CLIP_rep2.fastq.gz, SRR18278229, SRR18278229.lite SRA
SRX14416097 SRP363183 RIP-Seq SINGLE
GSM5940954: NONO eCLIP IN - SKBG-1(S) treated - rep1; Homo sapiens; RIP-Seq
Sample: SRS12225384
BioProject: PRJNA814227
BioSample: SAMN26540264
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: None
treatment: SKBG-1(S)
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278228 31516879 3183204779 920.32 10S_INPUT_rep1.fastq.gz, SRR18278228, SRR18278228.lite SRA
SRX14416098 SRP363183 RIP-Seq SINGLE
GSM5940955: NONO eCLIP IN - SKBG-1(S) treated - rep2; Homo sapiens; RIP-Seq
Sample: SRS12225383
BioProject: PRJNA814227
BioSample: SAMN26540263
Platform: ILLUMINA
Instrument: Illumina NovaSeq 6000
Organism: Homo sapiens
Sample attributes
source_name: 22Rv1 human prostate cancer cell line
cell type: human prostate cancer cell line
chip antibody: None
treatment: SKBG-1(S)
cell line: 22Rv1
Original files (1)
22Rv1 human prostate cancer cell line
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR18278227 33847194 3384719400 999.76 10S_INPUT_rep2.fastq.gz, SRR18278227, SRR18278227.lite SRA

Linked Publications (2)

Data Files (12)

Accession File Name Stored Type Output Type Mapping Assembly Size Download
10R_CLIP_rep1.fastq.gz RIP-Seq 1007.2 MB link
10R_CLIP_rep2.fastq.gz RIP-Seq 1.0 GB link
10R_INPUT_rep1.fastq.gz RIP-Seq 574.1 MB link
10R_INPUT_rep2.fastq.gz RIP-Seq 967.3 MB link
10S_CLIP_rep1.fastq.gz RIP-Seq 541.0 MB link
10S_CLIP_rep2.fastq.gz RIP-Seq 1.0 GB link
10S_INPUT_rep1.fastq.gz RIP-Seq 920.3 MB link
10S_INPUT_rep2.fastq.gz RIP-Seq 999.8 MB link
DMSO_CLIP_rep1.fastq.gz RIP-Seq 868.5 MB link
DMSO_CLIP_rep2.fastq.gz RIP-Seq 1.2 GB link
DMSO_INPUT_rep1.fastq.gz RIP-Seq 544.6 MB link
DMSO_INPUT_rep2.fastq.gz RIP-Seq 1.2 GB link