Corpus 1,284 assessed · 1,185 scored · 647 reproduced ≥75 · 173 flagged ·∅ 73.9/100
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GSE108495

GEO first seen 2018

Study target genes of STAT3

Organism
Homo sapiens
Samples
12
Type
Expression profiling by high...
Submitted
2017-12-24

This study is to identify downstream genes regulated by STAT3 in response cytosolic acidification. Dysregulated intracellular pH is emerging as a hallmark of cancer. In spite of their acidic environment, cancer cells maintain alkaline intracellular pH (≥7.4) that promotes cancer progression by inhibiting apoptosis and increasing glycolysis, cell growth, migration and invasion. Here, we identify signal transducer and activator of transcription 3 (STAT3) as a key player in the maintenance of alkal...

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
Bin LiuJohan PalmfeldtLin LinAlexandria ColaçoJinrong HuangFengping XuXin LiuKenji MaedaYonglun LuoMarja Jäättelä
Reused by

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 of Homo sapiens with unavailable sequencing platform (HTTP error), but good base quality (88.5% Q30, 50 bp read length, 0.036% N content). This dataset supports human transcriptomics with short-read high-throughput chemistry. Researchers should contact GEO to obtain complete instrument specifications and library preparation details.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.036 measured
pct q20 bases 97.5 measured
pct q30 bases 88.5 measured
gc content pct 52.4 measured
mean read length 50 measured
mean base quality 34.6 measured
adapter content pct 0 measured
duplication rate pct 14.49 measured
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 88.5 measured ×1 93%
mean base quality 34.6 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 14.49 measured ×0.4 100%
QC cost 25 s compute

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