Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRR10079135

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

83/100 · B

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 from Tribolium castaneum with good base quality (97.3% Q30) but extremely high sequence duplication at 79.3%, severely limiting transcript abundance estimates and expression analysis reliability; investigate whether this reflects genuine biology or library preparation artifacts.

Data type / assay
bulk-RNA-seq
Organism
Tribolium castaneum
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 1176283704 reported
total reads 16479740 reported
n content pct 0.005 measured
pct q20 bases 98.1 measured
pct q30 bases 97.3 measured
gc content pct 36.1 measured
mean read length 71.4 measured
mean base quality 35.1 measured
adapter content pct 0 measured
duplication rate pct 79.3 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 83/100

The B 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 97.3 measured ×1 100%
mean base quality 35.1 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 79.3 measured ×0.4 0%
QC cost 14 s compute

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