Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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GSE80182

GEO first seen 2016

Provenance — who produced it, who reused it

Linked to 3 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

2 further papers cite this accession but reuse could not be confirmed.

Deep data QC

57/100 · F

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
Metrics (value · how obtained)
n content pct 0.078 measured
pct q20 bases 85.3 measured
pct q30 bases 78.5 measured
gc content pct 51.9 measured
mean read length 150 measured
mean base quality 33.1 measured
adapter content pct 18.4 measured
duplication rate pct 21.49 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 57/100

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 78.5 measured ×1 43%
mean base quality 33.1 measured ×0.6 85%
adapter content pct 18.4 measured ×0.4 9%
duplication rate pct 21.49 measured ×0.4 100%
QC cost 25 s compute

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