Corpus 1,277 assessed · 1,178 scored · 644 reproduced ≥75 · 170 flagged ·∅ 74/100
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GSE143207

GEO 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

Deep data QC

86/100 · B

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

What this means
claude:haiku

This human RNA-Seq from HiSeq 2000 totals 10.3 billion bases with good quality (91.7% Q30). The dataset enables gene expression profiling in human samples.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina HiSeq 2000
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
8 / 8 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 10335052971 reported
total reads 55007120 reported
n content pct 0.001 measured
pct q20 bases 94.7 measured
pct q30 bases 91.7 measured
gc content pct 44 measured
mean read length 65.4 measured
mean base quality 34.1 measured
adapter content pct 0.01 measured
duplication rate pct 66.64 measured
supplementary file types FASTA, TXT reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 86/100

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 91.7 measured ×1 100%
mean base quality 34.1 measured ×0.6 100%
adapter content pct 0.01 measured ×0.4 100%
duplication rate pct 66.64 measured ×0.4 19%
QC cost 19 s compute

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