Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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PRJNA270876

BioProject first seen 2015

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

67/100 · D

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

What this means
claude:haiku

miRNA-seq of human tissue scoring D-grade (67/100) with catastrophic library failure: 96.77% adapter content (measured, scored 0/100) and 86.54% duplication (measured, scored 0/100). The read set is predominantly sequencing adapters, not miRNA inserts; not reusable without library reconstruction. Indicates failed library construction or QC filtering malfunction.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina Genome Analyzer IIx
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
15 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 3531938212 reported
total reads 60170723 reported
n content pct 0.015 measured
pct q20 bases 97.7 measured
pct q30 bases 94.1 measured
gc content pct 48.4 measured
mean read length 66 measured
mean base quality 37.3 measured
adapter content pct 96.77 measured
duplication rate pct 86.54 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 67/100

The D 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 94.1 measured ×1 100%
mean base quality 37.3 measured ×0.6 100%
adapter content pct 96.77 measured ×0.4 0%
duplication rate pct 86.54 measured ×0.4 0%
QC cost 44 s compute

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