Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE134881

GEO first seen 2019

Single-cell analysis of Crohn’s disease lesions identifies a pathogenic cellular module associated with resistance to anti-TNF therapy

Organism
Homo sapiens
Samples
199
Type
Expression profiling by high...
Submitted
2019-07-25

Purpose: IBD diagnosis correlation with failure to achieve corticosteroid-free durable remission upon anti-TNF therapy Results: Enrichment of the GIMATS module (unique cellular signature found in a small cohort of surgically resected iCD ileums by scRNAseq) was also present in early stages of disease, prior to any biological therapy Conclusion: Confirmed the presence of the GIMATS module in bulk expression dataset and revealed that the presence of the module at diagnosis is associated with fa...

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
Yael Haberman-ZivLee DensonRebekah Karns

Deep data QC

83/100 · B

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

What this means
claude:haiku

This human RNA-Seq with unavailable details shows perfect quality (100% Q20 and Q30) and mean read length of 50 bp. The ideal metrics are unusual; metadata unavailability prevents verification.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.022 measured
pct q20 bases 100 measured
pct q30 bases 100 measured
gc content pct 49.2 measured
mean read length 50 measured
mean base quality 30 measured
adapter content pct 0.24 measured
duplication rate pct 18.3 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 83/100

The B 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 100 measured ×1 100%
mean base quality 30 measured ×0.6 33%
adapter content pct 0.24 measured ×0.4 100%
duplication rate pct 18.3 measured ×0.4 100%
QC cost 26 s compute

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