Corpus 1,280 assessed · 1,181 scored · 646 reproduced ≥75 · 170 flagged ·∅ 74/100
← Dataset search

GSE64090

GEO first seen 2016

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

81/100 · B

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

What this means
claude:haiku

Yeast (Saccharomyces cerevisiae) bulk RNA-seq with 40 bp reads and good quality (87.8% Q30, 95.8% Q20) supports transcript abundance quantification in this well-characterized organism. The shorter read length is less limiting in yeast due to fewer splice junctions; the dataset is suitable for expression profiling, small RNA detection, and fungal comparative genomics.

Data type / assay
bulk-RNA-seq
Organism
Saccharomyces cerevisiae
Metrics (value · how obtained)
n content pct 0.003 measured
pct q20 bases 95.8 measured
pct q30 bases 87.8 measured
gc content pct 47.7 measured
mean read length 40 measured
mean base quality 35.2 measured
adapter content pct 0 measured
duplication rate pct 70.03 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 81/100

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 87.8 measured ×1 89%
mean base quality 35.2 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 70.03 measured ×0.4 11%
QC cost 24 s compute

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