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.
1 further paper cites this accession but reuse could not be confirmed.
Deep data QC
61/100 · DStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
miRNA-seq with severe quality limitations unsuitable for reliable quantification. Extreme duplication (70.26%) is catastrophic for a technique where even biological miRNA abundance shows high redundancy, and Q30 bases at only 81.1% further compromise isoform discrimination. Reuse not recommended without substantial processing review.
The D 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