Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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GSE139944

GEO first seen 2019

Massively multiplex chemical transcriptomics at single cell resolution

Organism
Homo sapiens; Mus musculus
Samples
4
Type
Expression profiling by high...
Submitted
2019-11-05

Single-cell RNA-seq libraries were generated using two and three level single-cell combinatorial indexing RNA sequencing (sci-RNA-seq) of untreated or small molecule inhibitor exposed HEK293T, NIH3T3, A549, MCF7 and K562 cells. Different cells and different treatment were hashed and pooled prior to sci-RNA-seq using a nuclear barcoding strategy. This nuclear barcoding strategy relies on fixation of barcode containing well-specific oligos that are specific to a given cell type, replicate or treat...

Provenance — who produced it, who reused it

Linked to 5 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
S SrivatsanJ L McFaline-FigueroaV RamaniL SaundersJ CaoJ PackerH A PlinerD JacksonR M DazaL ChristiansenF ZhangF SteemersJ ShendureC Trapnell
Reused by

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

Deep data QC

84/100 · B

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

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.001 measured
pct q20 bases 97.2 measured
pct q30 bases 95.6 measured
gc content pct 46.7 measured
mean read length 18 measured
mean base quality 33.9 measured
adapter content pct 0 measured
duplication rate pct 72.02 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 84/100

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 95.6 measured ×1 100%
mean base quality 33.9 measured ×0.6 98%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 72.02 measured ×0.4 7%
QC cost 26 s compute

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