Provenance — who produced it, who reused it
Linked to 2,002 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.
80 further papers cite this accession but reuse could not be confirmed.
Deep data QC
Standardized, field-standard QC computed by touching the data — every metric states how it was obtained
No quantitative QC rubric exists for this data type yet, so it is deliberately left unscored — this is an honest "not applicable", not a poor rating.
measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0 · provisional — verify independently
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.
- CoINcIDE: A framework for discovery of patient subtypes acro... L1 87/100
- A curated collection of transcriptome datasets to investigat... L1 62/100
- Comparative profiling of skeletal muscle models reveals hete... L1 64/100
- An NMF-Based Methodology for Selecting Biomarkers in the Lan... L1 84/100
- Unveiling prognostics biomarkers of tyrosine metabolism repr...⚑ L1 51/100 ⚑
- Meta-analysis of gene expression profiles of lean and obese... L1 78/100
- Colorectal Cancer Prediction Based on Weighted Gene Co-Expre...⚑ L1 80/100 ⚑
- Curation of over 10 000 transcriptomic studies to enable dat... L1 80/100
- Construction and Validation of an Immune Infiltration-Relate...⚑ L1 51/100 ⚑
- Identification of a novel 10 immune-related genes signature...
- Molecular Classification Models for Triple Negative Breast C... L1 86/100
- Predicting Bone Metastasis Using Gene Expression-Based Machi... L1 62/100
- Autoencoder Networks Decipher the Association between Lung C... L1 74/100
- Comprehensive analysis of a novel RNA modifications-related... L1 71/100
- Discovery and validation of molecular patterns and immune ch... L1 83/100
- Exploration of the shared diagnostic genes and molecular mec... L1 76/100
- IRSN-23 gene diagnosis enhances breast cancer subtype classi... L1 71/100