Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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SRX2916201

SRA

Provenance — who produced it, who reused it

Linked to 0 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.

No linked papers found in the corpus yet.

Deep data QC

95/100 · 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 from Homo sapiens; A-grade (95/100). Elevated duplication at 42.65% and minor adapter contamination (2.27%) are the main concerns—both compound in cDNA libraries; excellent base quality (Q39.9 mean, 97.6% Q30) ensures accurate calls, but duplication should prompt replication of differential-expression findings.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina HiSeq 4000
Platform
ILLUMINA
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 21573319300 reported
total reads 107512258 reported
n content pct 0.026 measured
pct q20 bases 99.2 measured
pct q30 bases 97.6 measured
gc content pct 54.2 measured
mean read length 101 measured
mean base quality 39.9 measured
adapter content pct 2.27 measured
duplication rate pct 42.65 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 95/100

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 97.6 measured ×1 100%
mean base quality 39.9 measured ×0.6 100%
adapter content pct 2.27 measured ×0.4 99%
duplication rate pct 42.65 measured ×0.4 72%
QC cost 11 s compute

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

Scientific quality

Based on hands-on reproduction of the papers that use this dataset. A reproducible paper that stands on this data is positive evidence; a flagged one is a prompt to look closer — never a verdict on the dataset itself without the evidence.

1 studies use it 1 reproduced mean score 90