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).

• Extending differential gene expression testing to handle genome aneuploidy in cancer.

  PMID 41894415 · PMC13061324 · PLoS computational biology · 2026 · 8 claims · 4 setups

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  DeConveil integrates CNV data into DGE analysis using a GLM with negative binomial distribution to correct for CN-driven gene dosage effects

  simulated lung tcga breast simulated bulk

• Harvesting more reads from single-cell combinatorial barcoding data with scarecrow.

  PMID 41967853 · PMC13125751 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 3 setups

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  scarecrow screens a subsample of reads to generate position-specific barcode profiles, then flexibly identifies barcode sequences in reads while accounting for positional jitter

  pbmc scrna-seq single-cell

• AXOLOTL: an accurate method for detecting aberrant gene expression in rare diseases using coexpression constraints.

  PMID 42083807 · PMC13198384 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  AXOLOTL is a novel ensemble outlier detection method that incorporates coexpression constraints to detect aberrant gene expression events in RNA expression matrices.

  gtex skin-derived skeletal ly111 bulk shap

• Prediction of prognostic signatures in triple-negative breast cancer based on the differential expression analysis via NanoString nCounter immune panel.

  PMID 33138797 · PMC7607642 · BMC cancer · 2020 · 8 claims · 8 setups

  Has reproduction · 72

  edgeR-based DEG selection is more appropriate for feature selection than Elastic Net when sample sizes are small.

  ffpe same nanostring tnbc nanostring immunohistochemistry differential

• ARED 3.0: the large and diverse AU-rich transcriptome.

  PMID 16381826 · PMC1347415 · Nucleic acids research · 2006 · 7 claims · 6 setups

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  ARED 3.0 computationally mapped more than 4000 ARE-mRNAs to the human genome, representing 5-8% of human genes.

  records est est-derived combined computational est sequence

• G-quadruplexes: the beginning and end of UTRs.

  PMID 18832370 · PMC2577360 · Nucleic acids research · 2008 · 8 claims · 5 setups

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  UTRs show significant strand asymmetry with C-PQS more common than G-PQS, consistent with general depletion of G-quadruplex-forming RNA

  genome 5'-utr simulated protein-coding computational high-resolution utr

• Dynamic and Ongoing De Novo L1 Retrotransposition Contributes to Genome Plasticity and Intrapatient Heterogeneity in Ovarian Cancer.

  PMID 41223332 · PMC13055634 · Cancer research · 2026 · 8 claims · 5 setups

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  HGSC tumors show high inter-patient heterogeneity in total de novo L1 insertion burden.

  hgsc pa-1 long-distance whole-genome validation

• Genomic Landscape Analysis of Canine Pulmonary Adenocarcinoma Reveals Candidate Targetable Gene Fusions.

  PMID 41914575 · PMC13161739 · Veterinary and comparative oncology · 2026 · 8 claims · 7 setups

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  STAR-Fusion identified 26 gene fusions in 19 of 36 (53%) cPAC tumours with RNA-seq data

  cpac matched sdc4 rna-seq whole-genome whole-exome

• Intrinsic suppression of type I interferon production underlies the therapeutic efficacy of IL-15-producing natural killer cells in B-cell acute lymphoblastic leukemia.

  PMID 37217248 · PMC10231005 · Journal for immunotherapy of cancer · 2023 · 8 claims · 8 setups

  Has reproduction · 76

  High expression of IFN-I signaling/response genes (IFNAR1, IFNAR2, STAT1, MX1, OAS1) predicts favorable relapse-free survival in B-ALL patients

  cog b-all eμ-myc crispra gene-expression-based flow mass

• Generative and integrative modeling for transcriptomics with formalin fixed paraffin embedded material.

  PMID 41029822 · PMC12486589 · Journal of translational medicine · 2025 · 8 claims · 6 setups

  Has reproduction · 67

  The negative binomial distribution best fits fRNA-seq transcript counts, with little evidence supporting zero-inflated extensions

  compendium ffpe simulated frna-seq statistical bulk integrity

• IMIREG: a lineage-resolved regulon signature unveiling immune engagement archetypes and predicting immunotherapy response across diverse cancers.

  PMID 42092126 · PMC13234301 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  IMIREG, a 14-regulon transcriptional signature, robustly predicts clinical benefit from ICB across 50 immunotherapy cohorts (52 treatment arms) spanning 16 cancer types with mean AUROC = 0.71

  imvigor210 matched gtex healthy bulk scrna-seq pathway

• Single duplex DNA sequencing with CODEC detects mutations with high sensitivity.

  PMID 37106072 · PMC10181940 · Nature genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 78

  CODEC concatenates both strands of an original DNA duplex into a single NGS read pair via an adapter quadruplex and strand-displacing extension, enabling single-duplex resolution

  cfdna na12878 genomic sperm targeted whole-genome whole-exome

• Discovery of protein-protein interactions using a combination of linguistic, statistical and graphical information.

  PMID 15941473 · PMC1164402 · BMC bioinformatics · 2005 · 8 claims · 5 setups

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  A combined linguistic+statistical+rule-based method achieves precision 0.61 and recall 0.97 (f=0.74) detecting yeast protein-protein interactions across 12,300 Medline abstracts.

  yeast yeast-related interaction random dictionary-based manual graph

• The Edinburgh human metabolic network reconstruction and its functional analysis.

  PMID 17882155 · PMC2013923 · Molecular systems biology · 2007 · 8 claims · 7 setups

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  EHMN is a high-quality, manually curated human metabolic network combining genome-based and literature-based (EMP) reconstruction, containing nearly 3000 reactions and over 2000 metabolic genes.

  enzyme emp kegg humancyc genome literature-based comparative

• Comprehensive cellular analysis with single-nucleus RNA-seq of archived PAXgene whole blood samples.

  PMID 41844163 · PMC13030975 · Cell reports methods · 2026 · 8 claims · 7 setups

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  Cell lysis (CL) nuclei isolation yields substantially more nuclei and less biased immune cell proportions than mechanical separation (MS)

  frozen paxgene cl-derived thawed single-nucleus confocal brightfield

• Recurring genomic breaks in independent lineages support genomic fragility.

  PMID 17090315 · PMC1636669 · BMC evolutionary biology · 2006 · 6 claims · 6 setups

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  The propensity of a chromosomal region to break is significantly correlated among independent lineages, even after accounting for covariates like region length and functional class.

  hg17 genome computationally comparative marker segmental