GSM3305359
GEO sampleProvenance — who produced it, who reused it
Linked to 0 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.
No linked papers found in the corpus yet.
Deep data QC
89/100 · BStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
Human bulk-RNA-seq with 60.5 bp reads at 93.1% Q20 and 90.8% Q30 across 1.60 billion bases provides moderate quality for transcript quantification. The 42% GC and mean quality 33.6 with elevated 1.67% adapter contamination suggest minor preprocessing; suitable for gene-level expression analysis after quality filtering.
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.
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.