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).

• A restricted spectrum of NRAS mutations causes Noonan syndrome.

  PMID 19966803 · PMC3118669 · Nature genetics · 2010 · 8 claims · 6 setups

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  Germline NRAS mutations (T50I, G60E) cause a subset of Noonan syndrome cases via enhanced MAPK activation

  cohort cos-7 recombinant nras mutation western ras

• Innate immune modulation by RNA viruses: emerging insights from functional genomics.

  PMID 18654572 · PMC7097543 · Nature reviews. Immunology · 2008 · 8 claims · 7 setups

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  Influenza virus signals primarily through RIG-I to induce ISG expression, while West Nile virus signals through both RIG-I and MDA5 cooperatively.

  embryonic liver brain serial gene-expression computational

• scSAMAC: saliency-adjusted masking induced attention contrastive learning for single-cell clustering.

  PMID 40131310 · PMC11934584 · Briefings in bioinformatics · 2025 · 8 claims · 1 setups

  Has reproduction · 85

  scSAMAC integrates contrastive learning and negative binomial (NB) losses into a VAE, extracting features via contrastive unit similarity while preserving intrinsic data characteristics to enhance robustness and generalization in clustering.

  scrna-seq scrna-seq

• Expression of RAB4B, a protein governing endocytic recycling, is co-regulated with MHC class II genes.

  PMID 17175541 · PMC1802633 · Nucleic acids research · 2007 · 7 claims · 7 setups

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  A typical MHC-II-like S-Y module is present upstream of the RAB4B transcription start site, identified by genome-wide profile scanning

  genomic raji monocyte-derived rj2.2.5 computational chip-on-chip chromatin

• Altered spin state equilibrium in the T309V mutant of cytochrome P450 2D6: a spectroscopic and computational study.

  PMID 17318599 · PMC1915625 · Journal of biological inorganic chemistry : JBIC : a publication of the Society of Biological Inorganic Chemistry · 2007 · 7 claims · 7 setups

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  The T309V mutation shifts the CYP2D6 heme spin equilibrium toward the six-coordinate low-spin (6cLS) state, decreasing the five-coordinate high-spin (5cHS) fraction relative to wild type.

  recombinant cyp2d6 computational resonance uv-vis sds-page

• Cell type- and species-specific regulation of hepatic lncRNAs by TCDD-activated aryl hydrocarbon receptor.

  PMID 41136526 · PMC12552753 · Scientific reports · 2025 · 7 claims · 7 setups

  Has reproduction · 71

  TCDD elicits dose-dependent AHR-mediated differential expression of hepatic lncRNAs in both mouse and rat liver, with more DE lncRNAs in mice than rats and a subset conserved across species.

  c57bl sprague-dawley liver mm39 bulk single-nuclei ahr

• Frequency and patterns of ribonucleotide incorporation around autonomously replicating sequences in yeast reveal the division of labor of replicative DNA polymerases.

  PMID 34551434 · PMC8501979 · Nucleic acids research · 2021 · 6 claims · 4 setups

  Has reproduction · 75

  rNTP incorporation is preferentially found on the leading strand in yeast cells expressing wild-type replicative DNA polymerases

  saccharomyces model ribose-seq emriboseq rhii-hyden-seq

• Wiggle-predicting functionally flexible regions from primary sequence.

  PMID 16839194 · PMC1500818 · PLoS computational biology · 2006 · 7 claims · 6 setups

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  A GNM-derived, correlation-weighted 'FF score' can objectively define functionally flexible regions (FFRs) that match experimentally confirmed flexible/functional regions (hinges, recognition loops, catalytic loops).

  hiv bovine calmodulin nonredundant gaussian gnm support

• Computational approaches for predicting the biological effect of p53 missense mutations: a comparison of three sequence analysis based methods.

  PMID 16522644 · PMC1390679 · Nucleic acids research · 2006 · 7 claims · 6 setups

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  Align-GVGD predicts loss of transactivation activity with high specificity (~88%) but lower sensitivity (67.9-71.2%) for neutral mutants

  p53 tp53 yeast-based sequence align-gvgd

• Hierarchical cell-type identifier accurately distinguishes immune-cell subtypes enabling precise profiling of tissue microenvironment with single-cell RNA-sequencing.

  PMID 36681937 · PMC10025442 · Briefings in bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  HiCAT is a hierarchical, marker-based cell-type identifier that uses gene set analysis (GSA) scoring with markers structured in a three-level taxonomy tree (major-type, minor-type, subset)

  pbmc cord melanoma lung scrna-seq computational

• Alternative splicing and bioinformatic analysis of human U12-type introns.

  PMID 17332017 · PMC1874599 · Nucleic acids research · 2007 · 8 claims · 6 setups

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  The long, evolutionarily conserved polypyrimidine (Py) tract of the JNK2 U2-U12 hybrid intron provides the signal for default inclusion of the downstream alternative exon 6b in non-neuronal cells

  hela hek293 genome jnk2 rt-pcr minigene bioinformatic

• Trans-natural antisense transcripts including noncoding RNAs in 10 species: implications for expression regulation.

  PMID 18653530 · PMC2528163 · Nucleic acids research · 2008 · 8 claims · 7 setups

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  A new computational pipeline identifies trans-SAs using ESTs (not just mRNAs) across 10 animal species, improving coverage over prior methods

  est unannotated trans-sa tus computational coding hybridization

• Steps toward broad-spectrum therapeutics: discovering virulence-associated genes present in diverse human pathogens.

  PMID 19874620 · PMC2774872 · BMC genomics · 2009 · 8 claims · 8 setups

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  Phylogenetic profiling of protein clusters across pathogen and non-pathogen genomes can identify candidate generic virulence factors

  proteins cdc candidate yersinia all-against-all computational cross-species

• Single cell analysis reveals the roles and regulatory mechanisms of type-I interferons in Parkinson's disease.

  PMID 38566100 · PMC10985960 · Cell communication and signaling : CCS · 2024 · 8 claims · 8 setups

  Has reproduction · 55

  Microglia, endothelial cells, and pericytes exhibit the highest type I interferon (IFN-I) activity among PD midbrain cell types, with microglia showing markedly higher activity in PD.

  midbrain microglia substantia mptp-induced single-cell gene bulk

• Integrative transcriptomic and machine learning framework reveals candidate genes and potential mechanisms of aflatoxin B1 exposure in breast cancer.

  PMID 41688730 · PMC12982753 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 83

  Twenty-two genes lie at the intersection of AFB1-predicted targets and breast cancer-associated co-expression modules/DEGs

  afb1 breast training candidate computational bulk weighted

• Determination of point mutational spectra of benzo[a]pyrene-diol epoxide in human cells.

  PMID 1486852 · PMC1519600 · Environmental health perspectives · 1992 · 5 claims · 4 setups

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  A new protocol combining en masse 6-thioguanine-resistant mutant selection, high-fidelity PCR amplification, and DGGE separation can determine point mutational spectra in human cells with high precision and reproducibility

  tk6 184-bp reconstruction point melting

• Involvement of HTLV-I Tax and CREB in aneuploidy: a bioinformatics approach.

  PMID 16822311 · PMC1553470 · Retrovirology · 2006 · 8 claims · 6 setups

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  CTLL cells stably expressing wild-type Tax (CTLL/WT) show higher aneuploidy than a CREB-transactivation-deficient Tax clone (CTLL/703)

  ctll gene promoter metaphase microarray bioinformatics

• Predicting survival within the lung cancer histopathological hierarchy using a multi-scale genomic model of development.

  PMID 16800721 · PMC1483910 · PLoS medicine · 2006 · 8 claims · 8 setups

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  Multi-scale genomic similarities exist between four human lung cancer subtypes and the developing mouse lung, and these similarities are prognostically meaningful.

  perfused lung microarray principal wilcoxon

• Motif discovery in promoters of genes co-localized and co-expressed during myeloid cells differentiation.

  PMID 19059999 · PMC2632922 · Nucleic acids research · 2009 · 6 claims · 8 setups

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  A novel multi-step computational method (built on approximate pattern enumeration, binomial over-representation scoring with FDR correction, and k-medoids clustering) can identify over-represented motifs in a selected set of promoters relative to a background promoter set.

  myeloid reference selected genome-localized microarray promoter k-medoids

• Localized-statistical quantification of human serum proteome associated with type 2 diabetes.

  PMID 18795103 · PMC2529402 · PloS one · 2008 · 8 claims · 5 setups

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  Developed LSPAD (localized statistics of protein abundance distribution) to calculate statistical significance of protein-abundance bias between two serum cohorts using a local Fisher's exact test window

  pooled computational identified additional label-free lspad pathway-associated