GSE145521
GEOProvenance — 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.
2 further papers cite this accession but reuse could not be confirmed.
Deep data QC
84/100 · BStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
Mus musculus bulk RNA-seq. Grade B (84/100), with good base quality (90.9% Q30, 35.1 mean BQ) but elevated read duplication (64.36%). The duplication likely reflects PCR bias during library prep; presence of 5.79% adapter contamination is detectable but minor. Usable for expression studies with caution on duplication-driven artifacts.
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.