Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRX8089277

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

74/100 · C

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

What this means
claude:haiku

Illumina RNA-seq from human tissue with low QC (74/100, C grade). Suboptimal Q30 (81.5%, scored 57/100, weight 1.0) and reduced base quality (Q-score: 32.1, scored 68/100, weight 0.6) together significantly limit expression quantification confidence. Acceptable only for preliminary surveys; recommend fresh sequencing for rigorous expression studies.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
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 2389795881 reported
total reads 17436078 reported
n content pct 0.083 measured
pct q20 bases 89.2 measured
pct q30 bases 81.5 measured
gc content pct 53.2 measured
mean read length 137.3 measured
mean base quality 32.1 measured
adapter content pct 0.26 measured
duplication rate pct 27.06 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 74/100

The C 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 81.5 measured ×1 57%
mean base quality 32.1 measured ×0.6 68%
adapter content pct 0.26 measured ×0.4 100%
duplication rate pct 27.06 measured ×0.4 100%
QC cost 8 s compute

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