Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE132971

GEO first seen 2019

Direct RNA sequencing enables single-nucleotide m6A detection in endogenous transcript isoforms

Organism
Homo sapiens
Samples
4
Type
Expression profiling by high...
Submitted
2019-06-19

We report the direct RNA sequencing of HEK293 and a primary human mammary epithelial cell (HMEC) line using Oxford Nanopore based sequencing. Using this data, we built an algorithm to detect m6A modifications within the DRACH motif context. Evaluation of m6A sites was carried out with HEK METTL3 knockdown and HMEC ALKBH5 over expression cell lines.

Provenance — who produced it, who reused it

Linked to 3 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
Daniel A LorenzShashank SatheJacyln M EinsteinGene W Yeo
Reused by

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

Deep data QC

33/100 · F

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 measured
pct q20 bases 3.2 measured
pct q30 bases 0 measured
gc content pct 50.3 measured
mean read length 924.8 measured
mean base quality 9.9 measured
adapter content pct 0 measured
duplication rate pct 0.22 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 33/100

The F 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 0 measured ×1 0%
mean base quality 9.9 measured ×0.6 0%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 0.22 measured ×0.4 100%
QC cost 23 s compute

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