Corpus 1,280 assessed · 1,181 scored · 646 reproduced ≥75 · 170 flagged ·∅ 74/100
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GSE52801

GEO first seen 2014

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.

Reused by

Deep data QC

88/100 · B

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

What this means
claude:haiku

Mouse bulk RNA-seq generated on Illumina HiSeq 2000 platform with 736.7 million reads spanning 43.6 Gb total bases, representing large-scale paired-end sequencing. Q30 rate of 92.7% and Q20 of 93.7% reflect solid mid-tier Illumina chemistry, though 5% N-content warrants quality filtering. Applicable to comprehensive mouse transcriptome studies requiring high read depth.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Instrument
Illumina HiSeq 2000
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
33 / 33 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 43585499502 reported
total reads 736707095 reported
n content pct 5.007 measured
pct q20 bases 93.7 measured
pct q30 bases 92.7 measured
gc content pct 48.1 measured
mean read length 40 measured
mean base quality 36.3 measured
adapter content pct 1.08 measured
duplication rate pct 61.06 measured
supplementary file types TXT reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 88/100

The B 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 92.7 measured ×1 100%
mean base quality 36.3 measured ×0.6 100%
adapter content pct 1.08 measured ×0.4 100%
duplication rate pct 61.06 measured ×0.4 31%
QC cost 18 s compute

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