Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE157057

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

89/100 · B

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

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina NovaSeq 6000
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
17 / 17 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 116883720156 reported
total reads 578632278 reported
n content pct 0.006 measured
pct q20 bases 98.6 measured
pct q30 bases 95.6 measured
gc content pct 47.6 measured
mean read length 101 measured
mean base quality 36.3 measured
adapter content pct 2.08 measured
duplication rate pct 60.55 measured
supplementary file types TXT reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 89/100

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 95.6 measured ×1 100%
mean base quality 36.3 measured ×0.6 100%
adapter content pct 2.08 measured ×0.4 100%
duplication rate pct 60.55 measured ×0.4 32%
QC cost 49 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 85