Transcriptome Analysis of Huh7 cells Infected with Adenovirus Overexpression GSTZ1 or PCK1
Purpose:To understand the change in cellular metabolism and function for the overxepression of GSTZ1 or PCK1 in hepatoma cells. Methods:Total RNAs of AdGFP- , AdGSTZ1-, or AdPCK1-infected Huh7 cells were extracted using TRIzol (Invitrogen), following the manufacturer’s instructions. RNA-seq and bioinformatic data analysis were performed by Shanghai Novel Bio Ltd. Briefly, strand-specific RNA-seq libraries were prepared using the Total RNA-seq (H/M/R) Library Prep Kit (Vazyme Biotech, Nanjing, Ch...
Provenance — who produced it, who reused it
Linked to 4 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.
3 further papers cite this accession but reuse could not be confirmed.
Deep data QC
33/100 · FStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
Bulk human RNA-seq. Grade F, unsuitable. Severe failure in core metrics: Q30 of only 2.3% and base quality 22.3 indicate degraded sequencing that produces unreliable base calls. Metadata fetch error compounds uncertainty; do not reuse.
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.
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.