Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE123365

GEO first seen 2019

Evolution of a Reverse Transcriptase to Map N1-Methyladenosine in Human mRNA

Organism
Homo sapiens
Samples
12
Type
Expression profiling by high...
Submitted
2018-12-05

Chemical modifications on mRNA are increasingly recognized as a critical regulatory layer of the flow of genetic information, but quantitative tools to monitor RNA modifications in a whole-transcriptome and site-specific manner are lacking. Here we describe a versatile directed evolution platform that rapidly selects for reverse transcriptases that install mutations during reverse transcription at sites of a given type of RNA modification, allowing for site-specific identification of the modific...

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
Huiqing ZhouBryan C DickinsonChuan He

Deep data QC

83/100 · B

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

What this means
claude:haiku

Bulk RNA-seq of Homo sapiens via NovaSeq 6000 with good quality (90.5% Q30, 0.007% N content) and confirmed GEO UID, generating ~807M reads across 88 Gb. This dataset enables human gene expression profiling with the latest ultra-high-throughput NovaSeq platform. The large-scale data and confirmed platform enable comprehensive transcriptome characterization despite moderate Q30 rate.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina NovaSeq 6000
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
12 / 12 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 88771719740 reported
total reads 807015634 reported
n content pct 0.007 measured
pct q20 bases 96.2 measured
pct q30 bases 90.5 measured
gc content pct 48.2 measured
mean read length 110 measured
mean base quality 35.3 measured
adapter content pct 21.31 measured
duplication rate pct 10.12 measured
supplementary file types CSV reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 83/100

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 90.5 measured ×1 100%
mean base quality 35.3 measured ×0.6 100%
adapter content pct 21.31 measured ×0.4 0%
duplication rate pct 10.12 measured ×0.4 100%
QC cost 18 s compute

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