Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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PRJNA399082

BioProject first seen 2020

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

20/100 · F

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

What this means
claude:haiku

NextSeq 500 bulk RNA-Seq of Mus musculus with 5.2 billion short reads and 439 Gb; note high N content (31.1%) and lower Q-scores (65.3% Q20, 63.7% Q30) indicating potential library prep or sequencing issues. Requires aggressive quality filtering or re-sequencing validation before downstream analysis.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Instrument
NextSeq 500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
40 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 439258548158 reported
total reads 5177850613 reported
n content pct 31.102 measured
pct q20 bases 65.3 measured
pct q30 bases 63.7 measured
gc content pct 26.9 measured
mean read length 35 measured
mean base quality 23.9 measured
adapter content pct 0.2 measured
duplication rate pct 67.07 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 20/100

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 63.7 measured ×1 0%
mean base quality 23.9 measured ×0.6 0%
adapter content pct 0.2 measured ×0.4 100%
duplication rate pct 67.07 measured ×0.4 18%
QC cost 24 s compute

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