Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRX532394

SRA

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

99/100 · A

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

What this means
claude:opus

This is bulk RNA-seq from Japanese pear (Pyrus pyrifolia) on an Illumina HiSeq 2000, and it earns a well-justified A (99/100): the grade rests almost entirely on directly measured quality metrics rather than extrapolation, so the reading is solid rather than provisional. The strongest driver is base quality — 89.5% of bases at Q30 and a mean base quality of 35.7 — meaning the vast majority of basecalls are reliable, which is what matters most for confident read alignment and expression quantification; the single small deduction comes from Q30 falling just short of perfect, a minor and expected loss for HiSeq 2000 chemistry. Equally reassuring for reuse, adapter content is effectively zero and N-content is negligible (0.025%), so reads need little trimming, while the 18.5% duplication rate is unremarkable for RNA-seq, where highly expressed transcripts naturally produce duplicate reads rather than signaling a library artifact. The main caveat is technical rather than qualitative: the short 36 bp mean read length limits multi-mapping resolution and makes this dataset better suited to gene-level quantification than to isoform discovery or splice-junction analysis.

Data type / assay
bulk-RNA-seq
Organism
Pyrus pyrifolia
Instrument
Illumina HiSeq 2000
Platform
ILLUMINA
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 3524264028 reported
total reads 97896223 reported
n content pct 0.025 measured
pct q20 bases 96.7 measured
pct q30 bases 89.5 measured
gc content pct 46.8 measured
mean read length 36 measured
mean base quality 35.7 measured
adapter content pct 0 measured
duplication rate pct 18.49 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 99/100

The A 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 89.5 measured ×1 98%
mean base quality 35.7 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 18.49 measured ×0.4 100%

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

Scientific quality

Based on hands-on reproduction of the papers that use this dataset. A reproducible paper that stands on this data is positive evidence; a flagged one is a prompt to look closer — never a verdict on the dataset itself without the evidence.

1 studies use it 1 reproduced mean score 100