Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE79362

GEO first seen 2018

A blood RNA signature for tuberculosis disease risk: a prospective cohort study

Organism
Homo sapiens
Samples
355
Type
Expression profiling by high...
Submitted
2016-03-17

Identification of blood biomarkers that prospectively predict progression of Mycobacterium tuberculosis infection to tuberculosis disease might lead to interventions that combat the tuberculosis epidemic. We aimed to assess whether global gene expression measured in whole blood of healthy people allowed identification of prospective signatures of risk of active tuberculosis disease. RESULTS:Between July 6, 2005, and April 23, 2007, we enrolled 6363 from the ACS study and 4466 from independent...

Provenance — who produced it, who reused it

Linked to 7 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
D E ZakA Penn-NicholsonT J Scriba
Reused by

4 further papers cite this accession but reuse could not be confirmed.

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

Expression profiling by RNA-seq from human. Grade A (100/100) with exceptional metrics: Q30 at 90.2%, duplication at 16.53% (scored 100/100), and zero adapter content. Exceptionally low duplication is rare and valuable; benchmark-quality data suitable for any downstream analysis.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Files available
XLSX
Metrics (value · how obtained)
n content pct 0.009 measured
pct q20 bases 94.3 measured
pct q30 bases 90.2 measured
gc content pct 52.4 measured
mean read length 49 measured
mean base quality 35.7 measured
adapter content pct 0.03 measured
duplication rate pct 16.53 measured
supplementary file types XLSX 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 90.2 measured ×1 100%
mean base quality 35.7 measured ×0.6 100%
adapter content pct 0.03 measured ×0.4 100%
duplication rate pct 16.53 measured ×0.4 100%

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

Scientific quality

Based on hands-on reproduction of the papers that use this dataset. A reproducible paper that stands on this data is positive evidence; a flagged one is a prompt to look closer — never a verdict on the dataset itself without the evidence.

1 studies use it 1 reproduced mean score 100