Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE153665

GEO first seen 2021

Single-nuclei RNA sequencing of HVC and RA in zebra finches

Organism
Taeniopygia guttata
Samples
4
Type
Expression profiling by high...
Submitted
2020-07-01

The evolution of the six-layered neocortex is often credited with an increased capacity for complex behaviors and cognition in humans and other mammals. However, birds, despite lacking a laminated neocortex, display complex and non-instinctual behaviors including vocal learning, tool use, and problem-solving1,2. The evolution of brain circuits and cell-types supporting advanced behavioral repertoires remains poorly understood. Here in songbirds, we use single-cell RNA-sequencing to characterize...

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.

Deposited / produced by
Devin P MerulloGenevieve KonopkaTodd F Roberts

Deep data QC

100/100 · A

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

What this means
claude:haiku

Zebra finch bulk RNA-seq dataset with 28 bp reads and high Q30 purity (96.8%), suggesting small-RNA enrichment or targeted sequencing of compact transcripts. Mean base quality of 34.5 and minimal adapter content indicate clean library preparation. Suitable for searching avian transcriptomics or small-RNA-biased expression studies.

Data type / assay
bulk-RNA-seq
Organism
Taeniopygia guttata
Metrics (value · how obtained)
n content pct 0.004 measured
pct q20 bases 97.9 measured
pct q30 bases 96.8 measured
gc content pct 47.8 measured
mean read length 28 measured
mean base quality 34.5 measured
adapter content pct 0 measured
duplication rate pct 1.93 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 100/100

The A 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 96.8 measured ×1 100%
mean base quality 34.5 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 1.93 measured ×0.4 100%
QC cost 25 s compute

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