Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE104461

GEO first seen 2017

Deciphering the combinatorial influence of diet and the microbiota on experimental colitis

Organism
Mus musculus
Samples
18
Type
Expression profiling by high...
Submitted
2017-09-29

Background & Aims: The complex interactions between diet and the microbiota that influence mucosal inflammation and inflammatory bowel disease are poorly understood. Experimental colitis models provide the opportunity to control and systematically perturb diet and the microbiota in parallel to quantify the contributions between multiple dietary ingredients and the microbiota on host physiology and colitis. Methods: To examine the interplay of diet and the gut microbiota on host health and col...

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
Sean R LlewellynJeremiah J Faith
Reused by

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

Bulk RNA-seq (mouse). Grade A: excellent across all measured metrics (Q30=97.5%, base quality=36.1, duplication=27%), minimal N-content (0.001%), and negligible adapter (0.01%). This is a high-confidence dataset with minimal technical artifacts. Strongly recommended for reuse in all standard RNA-seq analyses.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Metrics (value · how obtained)
n content pct 0.001 measured
pct q20 bases 98.8 measured
pct q30 bases 97.5 measured
gc content pct 49.8 measured
mean read length 51 measured
mean base quality 36.1 measured
adapter content pct 0.01 measured
duplication rate pct 26.95 measured
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 97.5 measured ×1 100%
mean base quality 36.1 measured ×0.6 100%
adapter content pct 0.01 measured ×0.4 100%
duplication rate pct 26.95 measured ×0.4 100%
QC cost 25 s compute

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