Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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SRR8587237

SRA first seen 2021

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

60/100 · D

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

What this means
claude:haiku

Bulk RNA-seq (NextSeq 500, Musca domestica). Grade D—avoid if alternatives exist. Extreme duplication (72.54%, scored 6/100), Q30 only 82.6%, and mean base quality 32 combine to create a heavily compromised dataset for both detection and quantification.

Data type / assay
bulk-RNA-seq
Organism
Musca domestica
Instrument
NextSeq 500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 3366973141 reported
total reads 44702325 reported
n content pct 0.013 measured
pct q20 bases 87.1 measured
pct q30 bases 82.6 measured
gc content pct 32.1 measured
mean read length 75.3 measured
mean base quality 32 measured
adapter content pct 0.01 measured
duplication rate pct 72.54 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 60/100

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 82.6 measured ×1 63%
mean base quality 32 measured ×0.6 67%
adapter content pct 0.01 measured ×0.4 100%
duplication rate pct 72.54 measured ×0.4 6%
QC cost 51 s compute

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