Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Eye in a Disk: eyeIntegration Human Pan-Eye and Body Transcriptome Database Version 1.0.

  PMID 31343654 · PMC6660187 · Investigative ophthalmology & visual science · 2019 · 8 claims · 5 setups

  Has reproduction · 94

  EiaD is a reproducible, versioned RNA-seq transcriptome dataset combining 916 healthy human eye samples and 1375 GTEx body samples across 19 eye and 54 body tissues, built with a Snakemake pipeline and served as a single SQLite database.

  gtex eye stem retinal bulk differential single-cell

• DESE: estimating driver tissues by selective expression of genes associated with complex diseases or traits.

  PMID 31694669 · PMC6836538 · Genome biology · 2019 · 8 claims · 8 setups

  Has reproduction · 56

  DESE is a unified iterative framework that estimates driver tissues of complex diseases/traits from tissue-selective expression of GWAS-associated genes, and outputs prioritized susceptibility genes as a byproduct

  tissues schizophrenia bipolar coronary rna-seq gwas gene

• Expression spectrum of TE-driven transcripts in human adult tissues.

  PMID 41593763 · PMC12924553 · Genome biology · 2026 · 8 claims · 8 setups

  Full-text index only

  TE-driven transcripts are broadly expressed across human adult tissues and contribute to both housekeeping and tissue-specific gene regulation

  tissues paired sequences genome bulk differential chip-seq

• pyrpipe: a Python package for RNA-Seq workflows.

  PMID 34085037 · PMC8168212 · NAR genomics and bioinformatics · 2021 · 8 claims · 3 setups

  Has reproduction · 79

  pyrpipe enables development of flexible, reproducible, and easy-to-debug RNA-Seq computational pipelines purely in Python, in an object-oriented manner

  circulating zea bulk novo

• Variant-resolved prediction of context-specific isoform variation with a graph-based attention model.

  PMID 41547351 · PMC13069856 · Cell genomics · 2026 · 8 claims · 8 setups

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  Otari, an attention-based graph neural network trained on long-read transcriptomes across 30 tissues/brain regions, predicts tissue-specific differential isoform abundance

  tissues genomic gtex hgmd long-read variant splice

• Single-cell spatial transcriptomic analysis of human skin anatomy.

  PMID 41872488 · PMC13083264 · Nature genetics · 2026 · 8 claims · 6 setups

  Full-text index only

  MERFISH-based spatial atlas of ~1.2 million cells resolves 45 cell types across 114 samples and 15 anatomic sites in normal human skin

  normal skin gtex matched merfish scrna-seq bulk

• Targeted long-read RNA sequencing for rare disease diagnosis and variant interpretation.

  PMID 41984969 · PMC13082330 · Science advances · 2026 · 8 claims · 6 setups

  Full-text index only

  STRIPE enables deep, haplotype-resolved sequencing of full-length transcripts for customized disease-specific gene panels to detect transcript aberrations and sequence variants

  skin gtex fibroblast cohort targeted untargeted short-read

• Expression Atlas in 2026: enabling FAIR and open expression data through community collaboration and integration.

  PMID 41370097 · PMC12807774 · Nucleic acids research · 2026 · 8 claims · 8 setups

  Full-text index only

  Expression Atlas has expanded to >4500 studies from 67 species, with increased proteomics coverage and updated GTEx tissue profiles

  species pig tissues gtex microarray bulk ms-based

• Alternative splicing-triggered mRNA decay informs splice-switching targets for neurodevelopmental disorders.

  PMID 41678398 · PMC13078869 · The Journal of clinical investigation · 2026 · 7 claims · 12 setups

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  EANMD, a new computational tool, identifies AS-NMD exons using the 50 nt rule plus additional transcript-level features and outperforms existing tools (SpliceTools, NMD Classifier)

  neuro2a embryonic e14.5 cortical rna-seq pacbio rt-pcr

• A novel deep learning-driven framework for improving lncRNA comprehensive annotation with LncADeep 2.0.

  PMID 41923359 · PMC13090826 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

  Full-text index only

  LncADeep 2.0 outperforms LncADeep and other existing tools for lncRNA identification on both GENCODE annotated transcripts and independent RNA-seq data

  lncrna hypertrophic gencode lncrna-protein-mirna mlp-based independent ablation

• Long-read assembly reveals vast transcriptional complexity in the placenta associated with metabolic and endocrine function.

  PMID 41927596 · PMC13219539 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  Long-read RNA-seq of 72 term placentas yields a high-confidence reference of 37,661 isoforms across 12,302 genes, including thousands of previously unannotated isoforms and genes

  villous placenta tissues placental long-read short-read dnase-seq

• Genetics of circulating inflammatory proteins identifies drivers of immune-mediated disease risk and therapeutic targets.

  PMID 37563310 · PMC10457199 · Nature immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 93

  Genome-wide pQTL mapping of 91 inflammation-related plasma proteins in 14,824 participants identified 180 significant pQTLs (59 cis, 121 trans) across 108 genomic regions and 70 proteins

  plasma blood tissues gut genome-wide pqtl cis-eqtl