Corpus 1,284 assessed · 1,185 scored · 647 reproduced ≥75 · 173 flagged ·∅ 73.9/100
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GSE106416

GEO first seen 2018

Transcriptional changes in lymphoma cells induced by LSD1 depletion

Organism
Homo sapiens
Samples
9
Type
Expression profiling by high...
Submitted
2017-11-01

Using RNA-seq we identified the gene expression changes in lymhpoma cells (OCI-Ly1) expressing LSD1 targeted shRNA and control shRNA

Provenance — who produced it, who reused it

Linked to 1 papers in the literature. Roles are inferred factual signals (who deposited the data vs who reused it), with counts — never a judgement about any author.

Deposited / produced by
Katerina Hatzi
Reused by

Deep data QC

99/100 · A

Standardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured

What this means
claude:haiku

Bulk RNA-seq (human). Grade A: excellent all-around quality (Q30=89.6%, base quality=35.6, duplication=12.16%, adapter=0.03%) with minimal technical noise. The slightly lower Q30 (89.6%) compared to premium datasets is the sole limiting factor; all other metrics are pristine. Highly suitable for sensitive downstream analyses including isoform detection and splice-junction inference.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina HiSeq 2500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
9 / 9 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 23584763697 reported
total reads 462446347 reported
n content pct 0.015 measured
pct q20 bases 93.6 measured
pct q30 bases 89.6 measured
gc content pct 48.9 measured
mean read length 51 measured
mean base quality 35.6 measured
adapter content pct 0.03 measured
duplication rate pct 12.16 measured
supplementary file types TXT reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 99/100

The A grade is a transparent weighted average. Each metric below scored from 0–100% against the published bulk-RNA-seq thresholds, weighted by its importance; nothing is hidden or subjective.

pct q30 bases 89.6 measured ×1 98%
mean base quality 35.6 measured ×0.6 100%
adapter content pct 0.03 measured ×0.4 100%
duplication rate pct 12.16 measured ×0.4 100%
QC cost 6 s compute

measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0