Corpus 1,284 assessed · 1,185 scored · 647 reproduced ≥75 · 173 flagged ·∅ 73.9/100
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GSE105022

GEO first seen 2017

GATA2/3-TFAP2A/C transcription factor network couples human pluripotent stem cell differentiation to trophectoderm with repression of pluripotency

Organism
Homo sapiens
Samples
768
Type
Expression profiling by high...
Submitted
2017-10-16

To elucidate the molecular basis of BMP4-induced differentiation of human pluripotent stem cells (PSCs) toward progeny with trophectoderm characteristics, we produced transcriptome, epigenome H3K4me3, H3K27me3, and CpG methylation maps of trophoblast progenitors, purified using the surface marker APA. We combined them with the temporally resolved transcriptome of the preprogenitor phase and of single APA+ cells. This revealed a circuit of bivalent TFAP2A, TFAP2C, GATA2, and GATA3 transcription f...

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
Christoph ZiegenhainDmitry Shaposhnikov

Deep data QC

97/100 · A

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

What this means
claude:haiku

Bulk RNA-seq (human). Grade A: high-quality sequencing (Q30=95.9%, base quality=35.7) with acceptable duplication (37%). The short reads (16 bp mean length) are unusually brief for RNA-seq and may limit isoform and splice-site resolution; however, this appears intentional and data are otherwise clean. Suitable for expression abundance quantitation but verify compatibility with your transcript annotation.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina HiSeq 1500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
768 / 768 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 12924011100 reported
total reads 195818350 reported
n content pct 0.008 measured
pct q20 bases 98.1 measured
pct q30 bases 95.9 measured
gc content pct 39.5 measured
mean read length 16 measured
mean base quality 35.7 measured
adapter content pct 0 measured
duplication rate pct 37.03 measured
supplementary file types TXT reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 97/100

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 95.9 measured ×1 100%
mean base quality 35.7 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 37.03 measured ×0.4 84%
QC cost 7 s compute

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