Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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PRJNA289908

BioProject 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

100/100 · A

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 deep-sequenced bulk RNA-seq run from the firefly Lucidota atra on Illumina HiSeq 2000, and it earns a clean A (100/100) that is fully trustworthy because every metric driving the score was directly measured rather than reported or extrapolated (evidence_strength=1), so this is a definitive QC reading, not a provisional one pending a deeper pass. The grade is anchored by the highest-weighted metric, pct_q30_bases at 94.9%, paired with a mean base quality of 36.8 — both indicate that the overwhelming majority of base calls are highly accurate, which is exactly what you want for confident expression quantification and variant or splice-junction calling on reuse. Adapter contamination is negligible (0.5%) and the 16.77% duplication rate is well within the normal range for RNA-seq, where high-expression transcripts naturally generate duplicate reads, so it reflects biology rather than a library-prep defect. The only minor caveat is that read depth, base totals, and checksum integrity are vendor-reported rather than independently re-measured, but none of these affect the per-base quality verdict, and at ~364M 100 bp reads the dataset is more than deep enough to reuse with confidence.

Data type / assay
bulk-RNA-seq
Organism
Lucidota atra
Instrument
Illumina HiSeq 2000
Platform
ILLUMINA
N numbers (samples, groups)
18 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 72818758429 reported
total reads 364383926 reported
n content pct 0 measured
pct q20 bases 98.1 measured
pct q30 bases 94.9 measured
gc content pct 38 measured
mean read length 100 measured
mean base quality 36.8 measured
adapter content pct 0.5 measured
duplication rate pct 16.77 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 100/100

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 94.9 measured ×1 100%
mean base quality 36.8 measured ×0.6 100%
adapter content pct 0.5 measured ×0.4 100%
duplication rate pct 16.77 measured ×0.4 100%

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 93