Corpus 1,284 assessed · 1,185 scored · 647 reproduced ≥75 · 173 flagged ·∅ 73.9/100
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GSE104296

GEO first seen 2018

Differential effects of estrogen receptor beta isoforms on glioblastoma progression

Organism
Homo sapiens
Samples
8
Type
Expression profiling by high...
Submitted
2017-09-26

We examined the transcriptional changes modulated by knocking out ERβ and reintroduction of ERβ1 and ERβ5 isoforms by perfroming global transcriptome analysis. ERβ was knocked out in U87 cells using CRISPR/Cas9 system and reintroduced the ERβ1 and ERβ5 isoforms in knockout background. RNA was isolated from control U87, U87-ERβ-KO, U87-ERβ1 and U87-ERβ5 cells and utilized for RNA-seq analysis. Our results demonstrated that ERβ-KO, ERβ1 and ERβ5 modulated unique pathways including NF-κB singaling...

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
Gangadhara R SareddyYidong ChenRatna K Vadlamudi
Reused by

Deep data QC

98/100 · A

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

What this means
claude:haiku

Human bulk RNA-seq (HiSeq 3000). Exceptional A-grade (98/100) driven by near-perfect Q30 (97.8%) and very high mean base quality (39.6), both measured, despite moderate duplication (34.29%). Exceptional base quality ensures reliable SNVs and expression estimates; excellent dataset for method benchmarking.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina HiSeq 3000
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
8 / 8 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 21055696188 reported
total reads 412856788 reported
n content pct 0.008 measured
pct q20 bases 99.3 measured
pct q30 bases 97.8 measured
gc content pct 49.4 measured
mean read length 51 measured
mean base quality 39.6 measured
adapter content pct 0.02 measured
duplication rate pct 34.29 measured
supplementary file types TXT reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 98/100

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 97.8 measured ×1 100%
mean base quality 39.6 measured ×0.6 100%
adapter content pct 0.02 measured ×0.4 100%
duplication rate pct 34.29 measured ×0.4 91%
QC cost 10 s compute

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