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).

• nf-core/viralmetagenome: A novel pipeline for untargeted viral genome reconstruction.

  PMID 42057295 · PMC13141149 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  nf-core/viralmetagenome is a Nextflow pipeline that automates untargeted reconstruction and variant analysis of eukaryotic DNA and RNA viruses from short-read metagenomic or hybridisation-capture data.

  real simulated seven pipeline metagenomic simulated clinical

• Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine.

  PMID 16381612 · PMC1360673 · BMC bioinformatics · 2005 · 7 claims · 7 setups

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  A 32-dimensional triplet structure-sequence feature vector combined with SVM (triplet-SVM) can distinguish real human pre-miRNAs from pseudo pre-miRNA hairpins with ~90% accuracy.

  pre-mirnas test conserved-hairpin cross-species secondary svm cross-species

• OTMODE: an optimal transport theory-based framework for identifying differential features in single-cell multi-omics data.

  PMID 41335419 · PMC12766913 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  OTMODE, using an unbalanced Sinkhorn algorithm and Wald test, improves differential feature identification in single-cell multi-omics data

  simulated classical degs naive simulated bulk real

• Computational tradeoffs in multiplex PCR assay design for SNP genotyping.

  PMID 16042802 · PMC1190169 · BMC genomics · 2005 · 7 claims · 6 setups

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  Achieving high-multiplexing/high-coverage multiplex PCR designs is subject to a computational phase transition as the SNP-pair compatibility probability crosses a critical threshold

  simulated real chromosome randomly simulation multiplex coverage-vs-n

• Application of functional genomics to the chimeric mouse model of HCV infection: optimization of microarray protocols and genomics analysis.

  PMID 16725047 · PMC1482685 · Virology journal · 2006 · 6 claims · 4 setups

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  Mouse liver mRNA cross-hybridizes to corresponding human gene probes on the Agilent Human 22K oligonucleotide microarray

  liver genomic hcv-infected agilent two-color semi-quantitative real-time

• Online Learning for Wearable EEG-Based Emotion Classification.

  PMID 36904590 · PMC10007607 · Sensors (Basel, Switzerland) · 2023 · 6 claims · 4 setups

  Has reproduction

  A lightweight online-learning pipeline can classify a person's affective state (Valence, Arousal) from an incoming EEG data stream in real-time, efficient enough for applications such as seizure prediction.

  amigos iii eeg-based live self-report

• Colocalization of increased transforming growth factor-beta-induced protein (TGFBIp) and Clusterin in Fuchs endothelial corneal dystrophy.

  PMID 19011008 · PMC2719557 · Investigative ophthalmology & visual science · 2009 · 6 claims · 5 setups

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  TGFBIp (multiple molecular weight forms) is significantly overexpressed in FECD HCEC-DM complex compared to normal endothelium

  pooled hcec-dm corneal 2-d western real-time

• Severe insulin resistance and intrauterine growth deficiency associated with haploinsufficiency for INSR and CHN2: new insights into synergistic pathways involved in growth and metabolism.

  PMID 19720790 · PMC2780873 · Diabetes · 2009 · 7 claims · 8 setups

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  INSR is disrupted by the chromosome 19 breakpoint, causing INSR haploinsufficiency (monoallelic expression) that explains the insulin resistance/dysglycemia phenotype

  metaphase genomic ebv-transformed serum fluorescence multiplex sanger

• Clustering and machine learning-based integration identify cancer associated fibroblasts genes' signature in head and neck squamous cell carcinoma.

  PMID 37065499 · PMC10098459 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 63

  Clustering of 31 CAFs genes across 868 HNSCC samples identifies two distinct molecular patterns (C1, C2) with different survival outcomes

  hnscc combined gse164690 tcga-hnsc ssgsea unsupervised immune

• A comparative study on recombination activity in cattle.

  PMID 41942849 · PMC13067647 · Genetics, selection, evolution : GSE · 2026 · 8 claims · 8 setups

  Has reproduction · 93

  Genotype data with high systematic missingness across breeds and arrays can be streamlined and analysed with three complementary recombination-estimation approaches (HMM-based LINKPHASE3, deterministic hsphase, likelihood-based hsrecombi)

  six paternal alphasimr-simulated brown snp recombination simulation

• Protein isoaspartate methyltransferase prevents apoptosis induced by oxidative stress in endothelial cells: role of Bcl-Xl deamidation and methylation.

  PMID 18806875 · PMC2532751 · PloS one · 2008 · 8 claims · 8 setups

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  PCMT overexpression protects porcine aortic endothelial cells (PAEC) from H2O2-induced apoptosis, raising the threshold H2O2 concentration required to trigger cell death.

  porcine paec umbilical huvec methyltransferase sds-page fragmentation

• Biologic diversity of polyomavirus BK genomic sequences: Implications for molecular diagnostic laboratories.

  PMID 18712842 · PMC2906129 · Journal of medical virology · 2008 · 8 claims · 5 setups

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  Coverage of naturally occurring BKV strains varies substantially among current PCR diagnostic assays due to primer/probe mismatches

  bkv virus sequence primer cross-reactivity

• A differential single-cell transcriptome atlas of left-sided and right-sided colorectal cancer.

  PMID 41844817 · PMC13111741 · Discover oncology · 2026 · 8 claims · 8 setups

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  MTRNR2L8 is markedly upregulated in RCRC tumor cells and is associated with poorer patient survival

  crc epithelial rcrc tcga-read scrna-seq copy gene

• Protein microarray technology.

  PMID 17126887 · PMC1828913 · Mechanisms of ageing and development · 2007 · 8 claims · 8 setups

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  Protein microarrays enable high-throughput characterization of protein biochemical activities across an entire proteome in a single experiment

  yeast sh2 protein-protein protein-dna chromatin