Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE105130

GEO first seen 2021

Comprehensive analysis of Transcriptome Profiles in Hepatocellular Carcinoma patients

Organism
Homo sapiens
Samples
52
Type
Expression profiling by high...
Submitted
2017-10-18

Purpose: The goal of this study is to get a comprehensive evaluation of the transcriptome profile of HCC patients Methods:Transcriptome profiles of paired Tumor and adjacent non-tumour from 25 HCC patients were generated by deep sequencing using the Illumina HiSeq 2000 platform. Paired sample T-test was used to identify differentially expressed genes between Tumours and adjacent non-Tumours. Results: A total of 4462 genes are differentially expressed genes between tumours and adjacent non-tumour...

Provenance — who produced it, who reused it

Linked to 15 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
Yu JinWai Y LeeSoo T TohC TennakoonHan C TohPierce K ChowAlexander Y ChungLondon L OoiW K SungCaroline G Lee
Reused by

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

Deep data QC

100/100 · A

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

What this means
claude:haiku

Human bulk-RNA-seq with 90 bp reads at 97.9% Q20 and 92.8% Q30 across 789 million bases maintains high base quality across full read length. The 49.6% GC and mean quality 36.3 with minimal adapter contamination (0.02%) support confident transcript mapping and expression quantification in mammalian tissues.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.001 measured
pct q20 bases 97.9 measured
pct q30 bases 92.8 measured
gc content pct 49.6 measured
mean read length 90 measured
mean base quality 36.3 measured
adapter content pct 0.02 measured
duplication rate pct 23.27 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 100/100

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 92.8 measured ×1 100%
mean base quality 36.3 measured ×0.6 100%
adapter content pct 0.02 measured ×0.4 100%
duplication rate pct 23.27 measured ×0.4 100%
QC cost 8 s compute

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

Scientific quality

Based on hands-on reproduction of the papers that use this dataset. A reproducible paper that stands on this data is positive evidence; a flagged one is a prompt to look closer — never a verdict on the dataset itself without the evidence.

1 studies use it mean score 66