Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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GSE103372

GEO first seen 2018

TGF-b utilizes a novel receptor activation mechanism to phosphorylate SMAD1/5 and regulate epithelial-to-mesenchymal transition

Organism
Mus musculus
Samples
12
Type
Expression profiling by high...
Submitted
2017-08-31

TGF-b treatment leads to the transcriptional regulation of many genes. However, the proportion of those that are dependent on SMAD1/5 is unknown. Here, we compared the transcriptional profile after TGF-b treatment in a parental clone and one in which SMAD1/5 had been deleted by CRISPR/Cas9 to identify SMAD1/5 dependent genes.

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
Anassuya RamachandranProbir ChakravartyPedro VizanDebipriya DasJanis VoytKatherine W RogersPatrick MüllerAndrew P HinckGopal P SapkotaCaroline S Hill

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

High-quality mouse RNA-seq (100/100) with exceptional coverage (838M reads) and outstanding mean base quality (39.1). Duplication of 30.46% is acceptable for RNA-seq; Q30 (95.2%) and minimal adapters (0.35%) support high-confidence differential expression analysis.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Instrument
Illumina HiSeq 2500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
12 / 12 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 63690967040 reported
total reads 838039040 reported
n content pct 0.013 measured
pct q20 bases 98.5 measured
pct q30 bases 95.2 measured
gc content pct 49.1 measured
mean read length 76 measured
mean base quality 39.1 measured
adapter content pct 0.35 measured
duplication rate pct 30.46 measured
supplementary file types TXT reported
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 95.2 measured ×1 100%
mean base quality 39.1 measured ×0.6 100%
adapter content pct 0.35 measured ×0.4 100%
duplication rate pct 30.46 measured ×0.4 99%
QC cost 11 s compute

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