Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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PRJEB33511

BioProject

Provenance — who produced it, who reused it

Linked to 2 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

33/100 · F

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

What this means
claude:haiku

RNA-seq of bovine (*Bos taurus*) tissue via Illumina MiSeq with hybrid short+long reads and very low quality (43.7% Q20, 12.2% Q30), suggesting severely degraded library or technical failure. Data quality is marginal for reliable expression profiling; extensive filtering and qPCR validation essential before interpretation.

Data type / assay
bulk-RNA-seq
Organism
Bos taurus
Instrument
Illumina MiSeq
Platform
ILLUMINA
Read type
hybrid (short+long)
Files available
FASTQ (raw reads), BAM/CRAM (aligned)
N numbers (samples, groups)
61 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 65942416753 reported
total reads 52458846 reported
n content pct 0 measured
pct q20 bases 43.7 measured
pct q30 bases 12.2 measured
gc content pct 69 measured
mean read length 1003.9 measured
mean base quality 17.5 measured
adapter content pct 0 measured
duplication rate pct 6.21 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 33/100

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 12.2 measured ×1 0%
mean base quality 17.5 measured ×0.6 0%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 6.21 measured ×0.4 100%
QC cost 13 s compute

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