Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRR3402126

ENA first seen 2018

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

1 further paper cites this accession but reuse could not be confirmed.

Deep data QC

18/100 · F

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

What this means
claude:opus

This is a small-RNA (miRNA-Seq) library from mouse, sequenced on a HiSeq 2500, and it fails QC decisively at 18/100 (grade F). The grade is driven down overwhelmingly by base-call quality: only 31.4% of bases reach Q30 and the mean base quality is 14.3 (roughly a 1-in-25 error rate), both scoring 0/100, which means base calls are unreliable enough to compromise the precise sequence matching that miRNA quantification depends on, and the 70% duplication rate further erodes library complexity. The one bright spot is essentially zero adapter contamination, but for a miRNA library — where short inserts normally produce heavy, expected adapter read-through — a 0% adapter figure is itself suspicious and may indicate the small-RNA inserts were not properly captured or the metric was computed on already-trimmed reads. With an evidence_strength of 1, all four scoring metrics were directly measured, so this poor verdict is not provisional — though I'd recommend reusing this dataset only with strong caution, if at all, given that low base quality fundamentally limits confident miRNA identification and expression estimates.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Instrument
Illumina HiSeq 2500
Platform
ILLUMINA
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 794327040 reported
total reads 8825856 reported
n content pct 0.005 measured
pct q20 bases 36.2 measured
pct q30 bases 31.4 measured
gc content pct 51.4 measured
mean read length 90 measured
mean base quality 14.3 measured
adapter content pct 0 measured
duplication rate pct 70.18 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 18/100

The F 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 31.4 measured ×1 0%
mean base quality 14.3 measured ×0.6 0%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 70.18 measured ×0.4 11%
QC cost 16 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 89