Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE64098

GEO first seen 2015

Transcriptome profiling of human lung cancer cell lines.

Organism
Homo sapiens
Samples
40
Type
Expression profiling by high...
Submitted
2014-12-11

Purpose: The aim of this study is to compare different RNA extraction methods using a mixture design that allows the relative changes of the majority of genes profiled to be estimated. A number of samples were degraded to allow us to compare methods for dealing with more variable samples. Methods - Cell Culture: Lung adenocarcinoma cell lines NCI-H1975 and HCC827 from a range of passages (2-4) were grown on 3 separate occasions in RPMI media (Gibco) supplemented with Glutamax and 10% fetal calf...

Provenance — who produced it, who reused it

Linked to 6 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
Aliaksei Z HolikMatthew E Ritchie
Reused by

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

Deep data QC

99/100 · A

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 0.007 measured
pct q20 bases 98.2 measured
pct q30 bases 96.7 measured
gc content pct 45.7 measured
mean read length 100 measured
mean base quality 36.1 measured
adapter content pct 0.97 measured
duplication rate pct 31.39 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 99/100

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 96.7 measured ×1 100%
mean base quality 36.1 measured ×0.6 100%
adapter content pct 0.97 measured ×0.4 100%
duplication rate pct 31.39 measured ×0.4 97%
QC cost 29 s compute

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