Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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GSE134242

GEO first seen 2020

Simultaneous lineage and transcriptome analysis of hematopoietic stem cell fates

Organism
Mus musculus
Samples
90
Type
Expression profiling by high...
Submitted
2019-07-13

Bone marrow transplantation therapy relies on the life-long regenerative capacity of hematopoietic stem cells (HSCs). HSCs present a wide complexity of regenerating behaviours at the clonal level, but the mechanisms underlying this diversity are still unclear. Recent advances in single cell sequencing have described transcriptional differences amongst HSCs, providing a possible explanation for their functional heterogeneity. However, the destructive nature of sequencing assays prevents simultane...

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
Alejo E Rodriguez-Fraticelli

Deep data QC

86/100 · 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 mouse RNA-Seq from NextSeq 500 totals 147.6 billion bases with good quality (93% Q30). The large depth enables comprehensive transcriptome profiling in rodent samples.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Instrument
NextSeq 500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
192 / 90 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 147609255282 reported
total reads 2525173520 reported
n content pct 0 measured
pct q20 bases 96.1 measured
pct q30 bases 93 measured
gc content pct 45 measured
mean read length 58.3 measured
mean base quality 34.1 measured
adapter content pct 0.98 measured
duplication rate pct 68.99 measured
supplementary file types CSV, TSV, TXT reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 86/100

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 93 measured ×1 100%
mean base quality 34.1 measured ×0.6 100%
adapter content pct 0.98 measured ×0.4 100%
duplication rate pct 68.99 measured ×0.4 13%
QC cost 8 s compute

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