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GSE90963

GSE GEO
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Transcriptome-wide Profiling of Multiple RNA Modifications Simultaneously at Single-base Resolution

Organism: Homo sapiens
Platform: GPL15520
Samples: 14
Experiment Types:
Other
Submitted: Dec 06 2016
Last Updated: May 15 2019
Status: Public on Mar 08 2019
Contact: Jingtao,,Guo (University of Utah School of Medicine)

Relations

SRA: https://www.ncbi.nlm.nih.gov/sra?term=SRP093982

Summary

We report RBS-Seq, a new RNA bisulfite sequencing method enabling the sensitive and simultaneous detection of m5C, pseudouridine, and m1A at single-base resolution transcriptome-wide. For each, we detect ‘signature’ base mismatches (for m5C and m1A), or 1-2 base deletions (for pseudouridine) structurally explained by ribose ring-opened pseudouridine-mono-bisulfite adducts.  Our profiles for pseudouridine reveal clear signatures at known sites in tRNAs and rRNAs, and provide hundreds of new targets in non-coding RNAs and mRNAs. However, our results diverge greatly from prior work, suggesting ~10-fold fewer m5C sites, and the absence of substantial m1A in mRNAs.

Overall Design

Application of a modified RNA bisulfite sequencing approach on RNA samples from HeLa cells for simultaneous detection of m5C, pseudouridine, and m1A at single-base resolution transcriptome-wide.

Analysis (35 steps)

View Data Processing
Processing steps for GSE90963
  1. Reference genome: Novoindex (2.8) (http://www.novocraft.com) was used to create a standard and bisulfite reference index on a combination of hg19 chromosome, scaffold and splice junction sequences.
  2. Splice junction sequences were generated with USeq (v8.8.8) 1 MakeTranscriptome using Ensembl transcript annotations (build 74).
  3. Alignment parameters: BS and NBS samples were aligned to the transcriptome indexes described above using Novoalign (v2.08.01) (http://www.novocraft.com) allowing up to 50 alignments and trimming adaptor sequences (TGGAATTCTCGGGTGCCAAGGAACTCCAGTCAC GATCGTCGGACTGTAGAACTCTGAAC).
  4. Alignment processing : The alignment files were processed with USeq SamTranscriptomeParser, which reports the best alignment location for each read in bam format and converts the coordinates of splice junction alignments to genomic space.
  5. One alignment location is selected at random if a read aligned to multiple locations in the genome with equal confidence.
  6. Alignments were reordered using Picard (v1.87) (http://picard.sourceforge.net) ReorderBam and all alignments were set as primary using the set_sam_primary.py (https://github.com/HuntsmanCancerInstitute/RBSSeqTools).
  7. The alignments were then processed with GATK (v3.4-0) 2 SplitNCigarReads, which splits spliced alignments into multiple alignment segments without N cigar elements.
  8. Reads containing deletions four base pairs or longer were removed using remove_deletions.py (https://github.com/HuntsmanCancerInstitute/RBSSeqTools).
Showing first 8 steps.

Supplementary Files (4)

GSE90963_Table_S1-m5C_candidate_sites.xlsx Download
GSE90963_Table_S3-m1A_candidate_sites.xlsx Download
GSE90963_Table_S5-PseudoU_candidate_sites.xlsx Download
GSE90963_Table_S8-PseudoU_candidate_site_validation.xlsx Download
GEO Samples (14)

Dataset Citations (1)

SRA Experiments (14) and Runs (14)

Total: 159334 MB
SRX2378777 SRP093982 RNA-Seq PAIRED
Total Ribominus RNA - Not Bisulfite Treated
Sample: SRS1821372
BioProject: PRJNA355164
BioSample: SAMN06064872
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: No Sodium Bisulfite
siRNA: No siRNA
Fragmentation: fragmenation
molecule: Total ribominus RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058077 59380911 11994944022 7734.23 10669X4_140417_D00294_0090_AC49H3ACXX_8_1.txt.gz, 10669X4_140417_D002… SRA
SRX2378778 SRP093982 RNA-Seq PAIRED
PolyA RNA - Bisulfite Treated
Sample: SRS1821373
BioProject: PRJNA355164
BioSample: SAMN06064875
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: Sodium Bisulfite
siRNA: No siRNA
Fragmentation: fragmenation
molecule: Poly-A selected RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058078 85475350 17266020700 10847.31 10669X3_140417_D00294_0090_AC49H3ACXX_7_1.txt.gz, 10669X3_140417_D002… SRA
SRX2378779 SRP093982 miRNA-Seq PAIRED
Small RNA - Bisulfite Treated
Sample: SRS1821374
BioProject: PRJNA355164
BioSample: SAMN06064873
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: Sodium Bisulfite
siRNA: No siRNA
Fragmentation: no fragmentation
molecule: Small RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058079 91797553 18543105706 11711.77 10669X2_140417_D00294_0090_AC49H3ACXX_7_1.txt.gz, 10669X2_140417_D002… SRA
SRX2378780 SRP093982 RNA-Seq PAIRED
DKC1-siRNA Total Ribominus RNA - Bisulfite Treated
Sample: SRS1821375
BioProject: PRJNA355164
BioSample: SAMN06064877
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: Sodium Bisulfite
siRNA: DKC1 siRNA
Fragmentation: fragmenation
molecule: Total ribominus RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058080 131844384 32961096000 15015.72 11219X1_141212_D00294_0147_AC6231ANXX_7_1.txt.gz, 11219X1_141212_D002… SRA
SRX2378781 SRP093982 RNA-Seq PAIRED
DKC1-siRNA Total Ribominus RNA - Not Bisulfite Treated
Sample: SRS1821376
BioProject: PRJNA355164
BioSample: SAMN06064878
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: No Sodium Bisulfite
siRNA: DKC1 siRNA
Fragmentation: fragmenation
molecule: Total ribominus RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058081 92727751 23181937750 10813.85 11219X2_141212_D00294_0147_AC6231ANXX_7_1.txt.gz, 11219X2_141212_D002… SRA
SRX2378782 SRP093982 miRNA-Seq PAIRED
Small RNA - Not Bisulfite Treated
Sample: SRS1821377
BioProject: PRJNA355164
BioSample: SAMN06064874
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: No Sodium Bisulfite
siRNA: No siRNA
Fragmentation: no fragmentation
molecule: Small RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058082 88322680 17841181360 11460.98 10669X5_140417_D00294_0090_AC49H3ACXX_8_1.txt.gz, 10669X5_140417_D002… SRA
SRX2378783 SRP093982 RNA-Seq PAIRED
Ctrl-siRNA PolyA - Bisulfite Treated
Sample: SRS1821378
BioProject: PRJNA355164
BioSample: SAMN06064882
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: Sodium Bisulfite
siRNA: Control siRNA
Fragmentation: fragmenation
molecule: Poly-A selected RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058083 116072930 29018232500 15085.72 11838X2_150925_D00550_0293_BC7FW5ANXX_6_1.txt.gz, 11838X2_150925_D005… SRA
SRX2378784 SRP093982 RNA-Seq PAIRED
PolyA RNA - Not Bisulfite Treated
Sample: SRS1821379
BioProject: PRJNA355164
BioSample: SAMN06064876
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: No Sodium Bisulfite
siRNA: No siRNA
Fragmentation: fragmenation
molecule: Poly-A selected RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058084 76266288 15405790176 9946.69 10669X6_140417_D00294_0090_AC49H3ACXX_8_1.txt.gz, 10669X6_140417_D002… SRA
SRX2378785 SRP093982 AMPLICON PAIRED
Candidate Y site validation - HEK293
Sample: SRS1821380
BioProject: PRJNA355164
BioSample: SAMN06064884
Platform: ILLUMINA
Instrument: Illumina MiSeq
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HEK293
treatment: Sodium Bisulfite
siRNA: No siRNA
Fragmentation: fragmenation
molecule: DNA (Pooled PCR amplicons)
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058085 7164626 2076953045 1184.01 11737x2_S2_L001_R1_001.fastq.gz, 11737x2_S2_L001_R2_001.fastq.gz, SRR… SRA
SRX2378786 SRP093982 RNA-Seq PAIRED
Total Ribominus RNA - Bisulfite Treated
Sample: SRS1821381
BioProject: PRJNA355164
BioSample: SAMN06064871
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: Sodium Bisulfite
siRNA: No siRNA
Fragmentation: fragmenation
molecule: Total ribominus RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058086 200678038 40536963676 26556.36 10669X1_140417_D00294_0090_AC49H3ACXX_6_1.txt.gz, 10669X1_140417_D002… SRA
SRX2378787 SRP093982 AMPLICON PAIRED
Candidate Y site validation - HeLa
Sample: SRS1821382
BioProject: PRJNA355164
BioSample: SAMN06064883
Platform: ILLUMINA
Instrument: Illumina MiSeq
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: Sodium Bisulfite
siRNA: No siRNA
Fragmentation: fragmenation
molecule: DNA (Pooled PCR amplicons)
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058087 9026194 2604974297 1527.17 11737x1_S1_L001_R1_001.fastq.gz, 11737x1_S1_L001_R2_001.fastq.gz, SRR… SRA
SRX2378788 SRP093982 RNA-Seq PAIRED
Ctrl-siRNA Total Ribominus RNA - Not Bisulfite Treated
Sample: SRS1821383
BioProject: PRJNA355164
BioSample: SAMN06064881
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: No Sodium Bisulfite
siRNA: Control siRNA
Fragmentation: fragmenation
molecule: Total ribominus RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058088 92398709 23099677250 10465.68 11219X4_141212_D00294_0147_AC6231ANXX_8_1.txt.gz, 11219X4_141212_D002… SRA
SRX2378789 SRP093982 RNA-Seq PAIRED
Ctrl-siRNA Total Ribominus RNA - Bisulfite Treated
Sample: SRS1821384
BioProject: PRJNA355164
BioSample: SAMN06064880
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: Sodium Bisulfite
siRNA: Control siRNA
Fragmentation: fragmenation
molecule: Total ribominus RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058089 85424616 21356154000 9253.89 11219X3_141212_D00294_0147_AC6231ANXX_8_1.txt.gz, 11219X3_141212_D002… SRA
SRX2378790 SRP093982 RNA-Seq PAIRED
DKC1-siRNA PolyA - Bisulfite Treated
Sample: SRS1821385
BioProject: PRJNA355164
BioSample: SAMN06064879
Platform: ILLUMINA
Instrument: Illumina HiSeq 2500
Organism: Homo sapiens
Sample attributes
isolate: not applicable
age: not applicable
biomaterial_provider: not applicable
sex: not applicable
tissue: not applicable
cell_line: HeLa
treatment: Sodium Bisulfite
siRNA: DKC1 siRNA
Fragmentation: fragmenation
molecule: Poly-A selected RNA
BioSampleModel: Human
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR5058090 137121483 34280370750 17731.01 11838X1_150925_D00550_0293_BC7FW5ANXX_6_1.txt.gz, 11838X1_150925_D005… SRA

Linked Publications (1)

Data Files (14)

Accession File Name Stored Type Output Type Mapping Assembly Size Download
11737x1_S1_L001_R1_001.fastq.gz AMPLICON 1.5 GB link
11737x2_S2_L001_R1_001.fastq.gz AMPLICON 1.2 GB link
10669X2_140417_D00294_0090_AC49H3ACXX_7_1.txt.gz miRNA-Seq 11.4 GB link
10669X5_140417_D00294_0090_AC49H3ACXX_8_1.txt.gz miRNA-Seq 11.2 GB link
10669X1_140417_D00294_0090_AC49H3ACXX_6_1.txt.gz RNA-Seq 25.9 GB link
10669X3_140417_D00294_0090_AC49H3ACXX_7_1.txt.gz RNA-Seq 10.6 GB link
10669X4_140417_D00294_0090_AC49H3ACXX_8_1.txt.gz RNA-Seq 7.6 GB link
10669X6_140417_D00294_0090_AC49H3ACXX_8_1.txt.gz RNA-Seq 9.7 GB link
11219X1_141212_D00294_0147_AC6231ANXX_7_1.txt.gz RNA-Seq 14.7 GB link
11219X2_141212_D00294_0147_AC6231ANXX_7_1.txt.gz RNA-Seq 10.6 GB link
11219X3_141212_D00294_0147_AC6231ANXX_8_1.txt.gz RNA-Seq 9.0 GB link
11219X4_141212_D00294_0147_AC6231ANXX_8_1.txt.gz RNA-Seq 10.2 GB link
11838X1_150925_D00550_0293_BC7FW5ANXX_6_1.txt.gz RNA-Seq 17.3 GB link
11838X2_150925_D00550_0293_BC7FW5ANXX_6_1.txt.gz RNA-Seq 14.7 GB link