Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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GSE114964

GEO first seen 2024

Chromatin-informed inference of transcriptional programs in gynecologic cancers [ATAC-Seq]

Organism
Homo sapiens
Samples
24
Type
Genome binding/occupancy pro...
Submitted
2018-05-28

Epigenomic data on transcription factor occupancy and chromatin accessibility can elucidate the developmental origin of cancer cells and reveal the enhancer landscape of key oncogenic transcriptional regulators. However, in many cancers, epigenomic analyses have been limited, and computational methods to infer regulatory networks in tumors typically use expression data alone, or rely on transcription factor (TF) motifs in annotated promoter regions. Here, we develop a novel machine learning stra...

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
Osmanbeyoglu HaticeLeslie S Christina
Reused by

Deep data QC

insufficient data to score

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

Data type / assay
ATAC-seq
Organism
Homo sapiens
Instrument
Illumina HiSeq 2500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
24 / 24 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 100980388500 reported
total reads 1009803885 reported
n content pct 0.002 measured
pct q20 bases 99.1 measured
pct q30 bases 98.2 measured
gc content pct 47.9 measured
mean read length 50 measured
mean base quality 38.4 measured
adapter content pct 0.66 measured
duplication rate pct 52.1 measured
supplementary file types BW reported
How this grade was computed

The insufficient grade is a transparent weighted average. Each metric below scored from 0–100% against the published ATAC-seq thresholds, weighted by its importance; nothing is hidden or subjective.

pct q30 bases 98.2 measured ×1 100%
QC cost 10 s compute

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