Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSM1164885

GEO first seen 2015

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

1 further paper cites this accession but reuse could not be confirmed.

Deep data QC

67/100 · D

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

What this means
claude:haiku

Homo sapiens bulk RNA-seq with 100 bp reads (longer than standard short-read) showing 97% Q20 but notably elevated adapter content at 22.18%, suggesting potential ligation or library amplification issues. The mean base quality of 35.5 and 56.1% GC are acceptable. Users should aggressively trim adapters and assess whether the longer read length compensates for contamination in downstream applications like isoform quantification or fusion detection.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.001 measured
pct q20 bases 97 measured
pct q30 bases 92.2 measured
gc content pct 56.1 measured
mean read length 100 measured
mean base quality 35.5 measured
adapter content pct 22.18 measured
duplication rate pct 87.37 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 67/100

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.

pct q30 bases 92.2 measured ×1 100%
mean base quality 35.5 measured ×0.6 100%
adapter content pct 22.18 measured ×0.4 0%
duplication rate pct 87.37 measured ×0.4 0%
QC cost 25 s compute

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