Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE87399

GEO

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

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

Human bulk-RNA-seq with 50 bp reads at 96.5% Q20 and 93.3% Q30 across 2.2 billion bases provides moderate read length and high base quality. The 47.1% GC aligns with human transcriptomes; mean quality 35.4 enables reliable transcript quantification for gene-level and some junction-level expression studies.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.018 measured
pct q20 bases 96.5 measured
pct q30 bases 93.3 measured
gc content pct 47.1 measured
mean read length 50 measured
mean base quality 35.4 measured
adapter content pct 0.02 measured
duplication rate pct 33.16 measured
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 93.3 measured ×1 100%
mean base quality 35.4 measured ×0.6 100%
adapter content pct 0.02 measured ×0.4 100%
duplication rate pct 33.16 measured ×0.4 93%
QC cost 9 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 mean score 62