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).

• How negative sampling shapes the performance of transcription factor binding site prediction models.

  PMID 41601205 · PMC12910371 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

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  Negative sampling technique significantly impacts TFBS prediction model performance and interpretation of results

  encode same genome chip-seq atac-seq deep

• CpG_MI: a novel approach for identifying functional CpG islands in mammalian genomes.

  PMID 19854943 · PMC2800233 · Nucleic acids research · 2010 · 8 claims · 6 setups

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  Functional ('bona fide') CGIs show distinct average/cumulative mutual information (AMI/CMI) distributions of neighboring CpG distances compared to non-functional CGIs and random genome segments

  genome random cd4+ six average mutual chip-seq

• Charting spatial ligand-target activity using Renoir.

  PMID 42086556 · PMC13144314 · Nature communications · 2026 · 8 claims · 8 setups

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  Renoir computes a neighborhood activity score for curated ligand-target pairs at each spatial spot/cell by integrating cell type abundance, cell type-specific mRNA abundance, receptor expression, gene entropy, and mutual information between ligand and target genes.

  intestine triple-negative dorsolateral dlpfc semi-synthetic spatial single-cell

• MetaPepticon: automated prediction of anticancer peptides from microbial genomes and metagenomes.

  PMID 41918857 · PMC13034871 · PeerJ · 2026 · 7 claims · 6 setups

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  MetaPepticon is a modular, end-to-end Snakemake pipeline that predicts ACP candidates directly from raw genomic, metagenomic, transcriptomic, metatranscriptomic reads, assembled contigs, or peptide sequences.

  validated gut representative predicted acp shotgun genome

• A novel approach for rapid screening of mitochondrial D310 polymorphism.

  PMID 16433919 · PMC1388229 · BMC cancer · 2006 · 7 claims · 4 setups

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  A single-step BsaXI RFLP assay can rapidly determine 7-C carriers at the D310 first polyC stretch of mtDNA without sequencing

  colorectal breast peripheral subset pcr-rflp sanger

• Rbfox2 controls autoregulation in RNA-binding protein networks.

  PMID 24637117 · PMC3967051 · Genes & development · 2014 · 8 claims · 8 setups

  Has reproduction · 48

  Rbfox2 cross-regulates AS-NMD events within RNA-binding protein genes to alter their expression, tuning autoregulatory splicing networks and placing Rbfox2 at a critical node of a multilayer regulatory network.

  v6.5 fhfox2 top introns iclip sequencing rt-pcr

• Alcohol consumption and breast tumor mitochondrial DNA mutations.

  PMID 19847642 · PMC4403627 · Breast cancer research and treatment · 2010 · 8 claims · 6 setups

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  Somatic mtDNA mutations are a frequent occurrence in breast tumors

  breast paraffin-embedded blood study ttge sequencing immunohistochemistry

• Functional role of the KLF6 tumour suppressor gene in gastric cancer.

  PMID 19101139 · PMC2970616 · European journal of cancer (Oxford, England : 1990) · 2009 · 7 claims · 8 setups

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  The KLF6 locus undergoes loss of heterozygosity (LOH) in a majority of gastric cancer samples and is associated with advanced tumour stage

  gastric ags hs746t fluorescent direct quantitative

• Minimal correlation but complementary diagnostic utility for plasma cell-free RNA and proteins.

  PMID 41826701 · PMC13125234 · Communications medicine · 2026 · 6 claims · 6 setups

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  Plasma cfRNA and protein levels are largely uncorrelated, both globally across samples and at the individual feature level

  plasma matched cfrna differentially cell-free somascan differential

• CpG island methylation status and mutation analysis of the RB1 gene essential promoter region and protein-binding pocket domain in nervous system tumours.

  PMID 12556968 · PMC2376780 · British journal of cancer · 2003 · 8 claims · 4 setups

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  RB1 CpG island hypermethylation is a common epigenetic event associated with development of malignant nervous system tumours

  nervous bisulphite-modified same pcr-sscp methylation-specific bisulphite

• Development of a fluorescent multiplex assay for detection of MSI-High tumors.

  PMID 15528789 · PMC3839403 · Disease markers · 2004 · 8 claims · 7 setups

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  Mononucleotide markers are the most sensitive and specific microsatellite marker type for detecting MSI-H tumors with MMR defects

  colorectal blood healthy non-msi-h microsatellite fluorescent immunohistochemistry

• In vivo antiviral host transcriptional response to SARS-CoV-2 by viral load, sex, and age.

  PMID 32898168 · PMC7478592 · PLoS biology · 2020 · 8 claims · 8 setups

  Has reproduction · 89

  SARS-CoV-2 infection induces a strong interferon-driven antiviral response in the nasopharynx, with up-regulation of viral sensors, T cell/NK chemokines, and antiviral effectors

  nasopharyngeal airway patient-matched swab shotgun gsea biological

• TOSCA: an automated Tumor Only Somatic CAlling workflow for somatic mutation detection without matched normal samples.

  PMID 36699358 · PMC9710689 · Bioinformatics advances · 2022 · 6 claims · 4 setups

  Has reproduction · 50

  TOSCA is the first automated, modular open-source tumor-only somatic calling workflow for whole-exome and targeted panel sequencing, covering raw reads through variant classification.

  t-cell hcc1395 clinical targeted whole-exome

• Duplex-Indel: a Snakemake pipeline for somatic Indel calling in Tn5 transposase-based duplex sequencing data.

  PMID 42046229 · PMC13171174 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  Duplex-Indel is a Snakemake pipeline for somatic Indel calling from Tn5 transposase-based duplex sequencing data that requires consensus support from both DNA strands to minimize technical artifacts.

  colo829-t colo829-bl colo829-blt duplex tn5 bulk cosine

• Single-cell spatial analysis stratifies lung adenocarcinoma with rare actionable mutations and reveals immune-modulatory cellular crosstalk.

  PMID 42013848 · PMC13198233 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Consensus meta-program (MP) expression patterns stratify LUAD patients with rare and reference oncogenic mutations into ICI-MP-H and ICI-MP-L subgroups reflecting differential predicted ICI benefit

  luad matched tcga epithelial single-cell multiplex bulk

• A common missense variant in BRCA2 predisposes to early onset breast cancer.

  PMID 16280055 · PMC1410744 · Breast cancer research : BCR · 2005 · 7 claims · 4 setups

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  BRCA2 C5972T homozygosity (TT genotype) is rare but confers a roughly five-fold increased risk of breast cancer.

  peripheral blood-derived blood case-control genotyping sequencing mutation

• 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

• Integration of Transcriptomics With Interpretable Artificial Intelligence for Identifying Molecular Signatures of Physiological Stress in Sleep Deprivation.

  PMID 42216239 · PMC13240488 · Journal of cellular and molecular medicine · 2026 · 8 claims · 7 setups

  Has reproduction · 49

  S100A3 shows consistent discriminatory performance across the training cohort, an independent sleep deprivation cohort, and a chronic insomnia cohort

  blood degs bulk single-gene gene

• Detection of venous thromboembolism by proteomic serum biomarkers.

  PMID 17579716 · PMC1891085 · PloS one · 2007 · 5 claims · 8 setups

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  A neural network-based classifier built from direct MALDI-TOF MS serum protein expression profiles can diagnose VTE with sensitivity/specificity that exceeds D-dimer assays

  serum anova-selected citrated depleted direct artificial d-dimer

• A pan-cancer single-cell transcriptomic atlas of human bone metastases.

  PMID 41619722 · PMC12923970 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Constructed a pan-cancer single-cell transcriptomic atlas of 62 human bone metastases (predominantly spinal) across 13 primary cancer types, with paired primary tumor and normal bone marrow samples.

  bone paired plasmacytoma malignant scrna-seq ihc infercnv